diff --git "a/MobileMamba_T2s/mobilemamba_t2s.txt" "b/MobileMamba_T2s/mobilemamba_t2s.txt" new file mode 100644--- /dev/null +++ "b/MobileMamba_T2s/mobilemamba_t2s.txt" @@ -0,0 +1,30321 @@ +2024-10-11 21:47:23,045 - ==> Logging on master GPU: 0 +2024-10-11 21:47:23,045 - ==> Running Trainer: CLSTrainer +2024-10-11 21:47:23,046 - ==> Using GPU: [0, 1, 2, 3, 4, 5, 6, 7] for Training +2024-10-11 21:47:23,046 - ==> Building model +2024-10-11 21:47:23,278 - ==> Creating optimizer +2024-10-11 21:48:03,012 - ==> Native DDP +2024-10-11 21:48:05,636 - ==> Loading dataset: ImageFolderLMDB +2024-10-11 21:48:05,710 - ==> ********** cfg ********** +seed : 42 +size : 192 +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': 192, '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': 219, 'interpolation': }, {'type': 'CenterCrop', 'size': 192}, {'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_T2s +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': 192, 'base_w': 192, '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_t2s +mode : train +sleep : -1 +memory : -1 +dist_url : env:// +logger_rank : 0 +opts : ['model.name=MobileMamba_T2s'] +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_t2s -m train --sleep -1 --memory -1 --dist_url env:// --logger_rank 0 model.name=MobileMamba_T2s +task_start_time : 14860373.923747558 +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_T2s_ImageFolderLMDB_20241011-214722 +logger.filters : [] +logger.name : root +logger.level : 20 +logger.parent : None +logger.propagate : True +logger.disabled : False +logdir_train : runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722/show_train +logdir_test : runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722/show_test +2024-10-11 21:48:05,711 - ==> Starting training with 1 nodes x 8 GPUs +2024-10-11 21:48:49,296 - Train: 0.00% [50/1251000] [0.0/1000.0] [batch_t 0.158 (0.865)] [data_t 0.012] [optim_t 0.146] [lr 0.000009] [CE 6.968 (6.978)] [KD 22.402 (23.598)] +2024-10-11 21:48:57,102 - Train: 0.01% [100/1251000] [0.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000015] [CE 6.975 (6.973)] [KD 22.892 (23.424)] +2024-10-11 21:49:05,001 - Train: 0.01% [150/1251000] [0.1/1000.0] [batch_t 0.140 (0.158)] [data_t 0.004] [optim_t 0.135] [lr 0.000021] [CE 6.957 (6.962)] [KD 23.788 (23.359)] +2024-10-11 21:49:12,412 - Train: 0.02% [200/1251000] [0.2/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.000027] [CE 6.944 (6.951)] [KD 22.296 (23.122)] +2024-10-11 21:49:20,324 - Train: 0.02% [250/1251000] [0.2/1000.0] [batch_t 0.145 (0.158)] [data_t 0.005] [optim_t 0.140] [lr 0.000033] [CE 6.922 (6.935)] [KD 22.957 (23.110)] +2024-10-11 21:49:27,714 - Train: 0.02% [300/1251000] [0.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000039] [CE 6.911 (6.914)] [KD 23.007 (23.126)] +2024-10-11 21:49:35,238 - Train: 0.03% [350/1251000] [0.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000045] [CE 6.895 (6.896)] [KD 23.604 (23.117)] +2024-10-11 21:49:42,769 - Train: 0.03% [400/1251000] [0.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000051] [CE 6.868 (6.880)] [KD 23.729 (22.889)] +2024-10-11 21:49:50,176 - Train: 0.04% [450/1251000] [0.4/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.000057] [CE 6.853 (6.867)] [KD 22.423 (22.739)] +2024-10-11 21:49:57,575 - Train: 0.04% [500/1251000] [0.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000063] [CE 6.844 (6.851)] [KD 22.366 (22.379)] +2024-10-11 21:50:05,358 - Train: 0.04% [550/1251000] [0.4/1000.0] [batch_t 0.146 (0.156)] [data_t 0.008] [optim_t 0.138] [lr 0.000069] [CE 6.842 (6.837)] [KD 21.028 (22.517)] +2024-10-11 21:50:12,758 - Train: 0.05% [600/1251000] [0.5/1000.0] [batch_t 0.152 (0.148)] [data_t 0.006] [optim_t 0.146] [lr 0.000075] [CE 6.810 (6.821)] [KD 21.885 (22.234)] +2024-10-11 21:50:20,120 - Train: 0.05% [650/1251000] [0.5/1000.0] [batch_t 0.148 (0.147)] [data_t 0.006] [optim_t 0.142] [lr 0.000081] [CE 6.754 (6.806)] [KD 23.414 (22.288)] +2024-10-11 21:50:27,512 - Train: 0.06% [700/1251000] [0.6/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000087] [CE 6.810 (6.790)] [KD 20.312 (22.269)] +2024-10-11 21:50:34,920 - Train: 0.06% [750/1251000] [0.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000093] [CE 6.773 (6.781)] [KD 21.381 (21.884)] +2024-10-11 21:50:42,703 - Train: 0.06% [800/1251000] [0.6/1000.0] [batch_t 0.148 (0.156)] [data_t 0.007] [optim_t 0.141] [lr 0.000099] [CE 6.767 (6.759)] [KD 21.432 (21.934)] +2024-10-11 21:50:50,318 - Train: 0.07% [850/1251000] [0.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.000105] [CE 6.765 (6.741)] [KD 21.698 (21.817)] +2024-10-11 21:50:57,684 - Train: 0.07% [900/1251000] [0.7/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.000111] [CE 6.695 (6.721)] [KD 21.328 (21.681)] +2024-10-11 21:51:05,131 - Train: 0.08% [950/1251000] [0.8/1000.0] [batch_t 0.164 (0.149)] [data_t 0.004] [optim_t 0.160] [lr 0.000117] [CE 6.686 (6.722)] [KD 22.021 (21.332)] +2024-10-11 21:51:12,556 - Train: 0.08% [1000/1251000] [0.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000123] [CE 6.697 (6.699)] [KD 21.176 (21.395)] +2024-10-11 21:51:19,943 - Train: 0.08% [1050/1251000] [0.8/1000.0] [batch_t 0.145 (0.148)] [data_t 0.006] [optim_t 0.139] [lr 0.000129] [CE 6.679 (6.689)] [KD 19.983 (21.192)] +2024-10-11 21:51:27,528 - Train: 0.09% [1100/1251000] [0.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000135] [CE 6.675 (6.676)] [KD 20.736 (21.097)] +2024-10-11 21:51:35,083 - Train: 0.09% [1150/1251000] [0.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000141] [CE 6.591 (6.662)] [KD 21.622 (21.065)] +2024-10-11 21:51:42,582 - Train: 0.10% [1200/1251000] [1.0/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.000147] [CE 6.602 (6.653)] [KD 21.903 (20.976)] +2024-10-11 21:51:50,009 - Train: 0.10% [1250/1251000] [1.0/1000.0] [batch_t 0.140 (0.148)] [data_t 0.005] [optim_t 0.135] [lr 0.000153] [CE 6.564 (6.651)] [KD 22.102 (20.778)] +2024-10-11 21:51:50,151 - ==> Total time: 0:04:41 Eta: 3 days, 6:01:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 21:52:01,198 - Train: 0.10% [1300/1251000] [1.0/1000.0] [batch_t 0.153 (0.150)] [data_t 0.008] [optim_t 0.145] [lr 0.000159] [CE 6.563 (6.630)] [KD 21.350 (20.692)] +2024-10-11 21:52:08,674 - Train: 0.11% [1350/1251000] [1.1/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.000165] [CE 6.607 (6.618)] [KD 19.932 (20.689)] +2024-10-11 21:52:16,159 - Train: 0.11% [1400/1251000] [1.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.007] [optim_t 0.139] [lr 0.000171] [CE 6.578 (6.594)] [KD 20.803 (20.674)] +2024-10-11 21:52:23,733 - Train: 0.12% [1450/1251000] [1.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000177] [CE 6.551 (6.595)] [KD 20.503 (20.388)] +2024-10-11 21:52:31,305 - Train: 0.12% [1500/1251000] [1.2/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.000183] [CE 6.632 (6.581)] [KD 19.726 (20.359)] +2024-10-11 21:52:38,837 - Train: 0.12% [1550/1251000] [1.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000189] [CE 6.558 (6.586)] [KD 19.611 (20.138)] +2024-10-11 21:52:46,404 - Train: 0.13% [1600/1251000] [1.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000195] [CE 6.520 (6.566)] [KD 20.642 (20.205)] +2024-10-11 21:52:53,916 - Train: 0.13% [1650/1251000] [1.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.007] [optim_t 0.140] [lr 0.000201] [CE 6.609 (6.572)] [KD 19.749 (19.896)] +2024-10-11 21:53:01,545 - Train: 0.14% [1700/1251000] [1.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000207] [CE 6.460 (6.546)] [KD 20.629 (20.163)] +2024-10-11 21:53:09,005 - Train: 0.14% [1750/1251000] [1.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000213] [CE 6.571 (6.558)] [KD 19.868 (19.803)] +2024-10-11 21:53:16,450 - Train: 0.14% [1800/1251000] [1.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000218] [CE 6.416 (6.530)] [KD 20.667 (19.821)] +2024-10-11 21:53:23,890 - Train: 0.15% [1850/1251000] [1.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000224] [CE 6.440 (6.529)] [KD 20.134 (19.735)] +2024-10-11 21:53:31,239 - Train: 0.15% [1900/1251000] [1.5/1000.0] [batch_t 0.149 (0.147)] [data_t 0.003] [optim_t 0.146] [lr 0.000230] [CE 6.509 (6.518)] [KD 19.886 (19.687)] +2024-10-11 21:53:38,864 - Train: 0.16% [1950/1251000] [1.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000236] [CE 6.520 (6.510)] [KD 18.953 (19.599)] +2024-10-11 21:53:46,562 - Train: 0.16% [2000/1251000] [1.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000242] [CE 6.449 (6.499)] [KD 19.408 (19.499)] +2024-10-11 21:53:54,125 - Train: 0.16% [2050/1251000] [1.6/1000.0] [batch_t 0.273 (0.151)] [data_t 0.004] [optim_t 0.269] [lr 0.000248] [CE 6.538 (6.483)] [KD 20.103 (19.413)] +2024-10-11 21:54:01,709 - Train: 0.17% [2100/1251000] [1.7/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.000254] [CE 6.543 (6.485)] [KD 18.514 (19.308)] +2024-10-11 21:54:09,188 - Train: 0.17% [2150/1251000] [1.7/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.000260] [CE 6.510 (6.464)] [KD 19.277 (19.249)] +2024-10-11 21:54:16,659 - Train: 0.18% [2200/1251000] [1.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.000266] [CE 6.445 (6.470)] [KD 19.571 (19.203)] +2024-10-11 21:54:24,241 - Train: 0.18% [2250/1251000] [1.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000272] [CE 6.484 (6.454)] [KD 18.441 (19.074)] +2024-10-11 21:54:31,690 - Train: 0.18% [2300/1251000] [1.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.000278] [CE 6.491 (6.443)] [KD 19.528 (18.964)] +2024-10-11 21:54:39,239 - Train: 0.19% [2350/1251000] [1.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.007] [optim_t 0.141] [lr 0.000284] [CE 6.500 (6.456)] [KD 18.134 (18.849)] +2024-10-11 21:54:46,647 - Train: 0.19% [2400/1251000] [1.9/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.000290] [CE 6.442 (6.433)] [KD 18.539 (18.735)] +2024-10-11 21:54:54,160 - Train: 0.20% [2450/1251000] [2.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000296] [CE 6.413 (6.405)] [KD 18.999 (18.831)] +2024-10-11 21:55:01,682 - Train: 0.20% [2500/1251000] [2.0/1000.0] [batch_t 0.139 (0.150)] [data_t 0.005] [optim_t 0.134] [lr 0.000302] [CE 6.467 (6.404)] [KD 17.921 (18.700)] +2024-10-11 21:55:01,962 - ==> Total time: 0:07:53 Eta: 2 days, 17:33:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 21:55:14,849 - Train: 0.20% [2550/1251000] [2.0/1000.0] [batch_t 0.145 (0.163)] [data_t 0.003] [optim_t 0.142] [lr 0.000308] [CE 6.439 (6.391)] [KD 18.431 (18.615)] +2024-10-11 21:55:22,223 - Train: 0.21% [2600/1251000] [2.1/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.000314] [CE 6.529 (6.398)] [KD 18.029 (18.522)] +2024-10-11 21:55:29,619 - Train: 0.21% [2650/1251000] [2.1/1000.0] [batch_t 0.142 (0.148)] [data_t 0.003] [optim_t 0.139] [lr 0.000320] [CE 6.278 (6.364)] [KD 18.448 (18.464)] +2024-10-11 21:55:37,215 - Train: 0.22% [2700/1251000] [2.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000326] [CE 6.410 (6.371)] [KD 18.467 (18.235)] +2024-10-11 21:55:44,715 - Train: 0.22% [2750/1251000] [2.2/1000.0] [batch_t 0.156 (0.150)] [data_t 0.003] [optim_t 0.153] [lr 0.000332] [CE 6.556 (6.367)] [KD 17.870 (18.187)] +2024-10-11 21:55:52,492 - Train: 0.22% [2800/1251000] [2.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.007] [optim_t 0.139] [lr 0.000338] [CE 6.166 (6.369)] [KD 18.958 (18.153)] +2024-10-11 21:55:59,896 - Train: 0.23% [2850/1251000] [2.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000344] [CE 6.410 (6.354)] [KD 17.905 (17.969)] +2024-10-11 21:56:07,440 - Train: 0.23% [2900/1251000] [2.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.007] [optim_t 0.142] [lr 0.000350] [CE 6.329 (6.318)] [KD 18.484 (18.056)] +2024-10-11 21:56:15,066 - Train: 0.24% [2950/1251000] [2.4/1000.0] [batch_t 0.295 (0.152)] [data_t 0.003] [optim_t 0.292] [lr 0.000356] [CE 6.274 (6.327)] [KD 17.862 (17.957)] +2024-10-11 21:56:22,529 - Train: 0.24% [3000/1251000] [2.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.000362] [CE 6.329 (6.312)] [KD 17.634 (17.805)] +2024-10-11 21:56:30,075 - Train: 0.24% [3050/1251000] [2.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000368] [CE 6.378 (6.309)] [KD 17.197 (17.834)] +2024-10-11 21:56:37,761 - Train: 0.25% [3100/1251000] [2.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.007] [optim_t 0.141] [lr 0.000374] [CE 6.376 (6.316)] [KD 17.580 (17.699)] +2024-10-11 21:56:45,171 - Train: 0.25% [3150/1251000] [2.5/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.139] [lr 0.000380] [CE 6.177 (6.292)] [KD 18.172 (17.682)] +2024-10-11 21:56:52,681 - Train: 0.26% [3200/1251000] [2.6/1000.0] [batch_t 0.143 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.000386] [CE 6.483 (6.296)] [KD 16.776 (17.625)] +2024-10-11 21:57:00,062 - Train: 0.26% [3250/1251000] [2.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000392] [CE 6.396 (6.288)] [KD 16.833 (17.498)] +2024-10-11 21:57:07,471 - Train: 0.26% [3300/1251000] [2.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.007] [optim_t 0.140] [lr 0.000398] [CE 6.462 (6.276)] [KD 16.676 (17.439)] +2024-10-11 21:57:15,154 - Train: 0.27% [3350/1251000] [2.7/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000404] [CE 6.276 (6.249)] [KD 17.825 (17.372)] +2024-10-11 21:57:22,739 - Train: 0.27% [3400/1251000] [2.7/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000410] [CE 6.518 (6.274)] [KD 16.821 (17.266)] +2024-10-11 21:57:30,102 - Train: 0.28% [3450/1251000] [2.8/1000.0] [batch_t 0.148 (0.147)] [data_t 0.009] [optim_t 0.138] [lr 0.000416] [CE 6.205 (6.265)] [KD 16.657 (17.110)] +2024-10-11 21:57:37,705 - Train: 0.28% [3500/1251000] [2.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000422] [CE 6.329 (6.240)] [KD 16.305 (17.159)] +2024-10-11 21:57:45,137 - Train: 0.28% [3550/1251000] [2.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.000428] [CE 6.290 (6.247)] [KD 16.818 (16.996)] +2024-10-11 21:57:52,520 - Train: 0.29% [3600/1251000] [2.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000434] [CE 6.179 (6.222)] [KD 17.363 (17.010)] +2024-10-11 21:58:00,145 - Train: 0.29% [3650/1251000] [2.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000440] [CE 6.204 (6.227)] [KD 16.591 (16.800)] +2024-10-11 21:58:07,576 - Train: 0.30% [3700/1251000] [3.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000446] [CE 6.180 (6.190)] [KD 16.563 (16.965)] +2024-10-11 21:58:15,014 - Train: 0.30% [3750/1251000] [3.0/1000.0] [batch_t 0.143 (0.149)] [data_t 0.005] [optim_t 0.138] [lr 0.000452] [CE 6.203 (6.209)] [KD 16.900 (16.815)] +2024-10-11 21:58:15,433 - ==> Total time: 0:11:06 Eta: 2 days, 13:31:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 21:58:24,764 - Train: 0.30% [3800/1251000] [3.0/1000.0] [batch_t 0.148 (0.167)] [data_t 0.004] [optim_t 0.144] [lr 0.000458] [CE 5.960 (6.212)] [KD 17.291 (16.693)] +2024-10-11 21:58:32,294 - Train: 0.31% [3850/1251000] [3.1/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000464] [CE 6.352 (6.218)] [KD 16.243 (16.587)] +2024-10-11 21:58:39,856 - Train: 0.31% [3900/1251000] [3.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000470] [CE 6.292 (6.187)] [KD 15.983 (16.538)] +2024-10-11 21:58:47,479 - Train: 0.32% [3950/1251000] [3.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000476] [CE 6.107 (6.175)] [KD 16.464 (16.617)] +2024-10-11 21:58:55,010 - Train: 0.32% [4000/1251000] [3.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000482] [CE 5.978 (6.147)] [KD 16.731 (16.416)] +2024-10-11 21:59:02,508 - Train: 0.32% [4050/1251000] [3.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000488] [CE 6.063 (6.150)] [KD 17.078 (16.425)] +2024-10-11 21:59:09,890 - Train: 0.33% [4100/1251000] [3.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000494] [CE 6.261 (6.166)] [KD 16.522 (16.366)] +2024-10-11 21:59:17,382 - Train: 0.33% [4150/1251000] [3.3/1000.0] [batch_t 0.152 (0.150)] [data_t 0.007] [optim_t 0.145] [lr 0.000500] [CE 5.969 (6.149)] [KD 16.614 (16.279)] +2024-10-11 21:59:24,990 - Train: 0.34% [4200/1251000] [3.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000506] [CE 6.120 (6.099)] [KD 16.288 (16.329)] +2024-10-11 21:59:32,517 - Train: 0.34% [4250/1251000] [3.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000512] [CE 6.364 (6.105)] [KD 15.721 (16.271)] +2024-10-11 21:59:39,942 - Train: 0.34% [4300/1251000] [3.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.000518] [CE 5.724 (6.070)] [KD 16.626 (16.136)] +2024-10-11 21:59:47,663 - Train: 0.35% [4350/1251000] [3.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000524] [CE 6.200 (6.168)] [KD 15.828 (16.013)] +2024-10-11 21:59:55,212 - Train: 0.35% [4400/1251000] [3.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000530] [CE 6.198 (6.084)] [KD 15.475 (16.013)] +2024-10-11 22:00:02,601 - Train: 0.36% [4450/1251000] [3.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000536] [CE 6.091 (6.071)] [KD 15.727 (15.875)] +2024-10-11 22:00:10,096 - Train: 0.36% [4500/1251000] [3.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.000542] [CE 6.225 (6.090)] [KD 15.408 (15.864)] +2024-10-11 22:00:17,814 - Train: 0.36% [4550/1251000] [3.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000548] [CE 6.254 (6.128)] [KD 15.576 (15.684)] +2024-10-11 22:00:25,410 - Train: 0.37% [4600/1251000] [3.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000554] [CE 5.960 (6.094)] [KD 16.062 (15.743)] +2024-10-11 22:00:33,140 - Train: 0.37% [4650/1251000] [3.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000560] [CE 5.962 (6.091)] [KD 16.285 (15.644)] +2024-10-11 22:00:40,495 - Train: 0.38% [4700/1251000] [3.8/1000.0] [batch_t 0.147 (0.147)] [data_t 0.003] [optim_t 0.144] [lr 0.000566] [CE 6.031 (6.042)] [KD 15.701 (15.657)] +2024-10-11 22:00:47,996 - Train: 0.38% [4750/1251000] [3.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000572] [CE 5.701 (6.050)] [KD 15.953 (15.481)] +2024-10-11 22:00:55,589 - Train: 0.38% [4800/1251000] [3.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000578] [CE 5.826 (6.059)] [KD 15.682 (15.530)] +2024-10-11 22:01:03,121 - Train: 0.39% [4850/1251000] [3.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000584] [CE 5.909 (6.057)] [KD 15.611 (15.392)] +2024-10-11 22:01:10,717 - Train: 0.39% [4900/1251000] [3.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000590] [CE 5.982 (6.054)] [KD 15.634 (15.382)] +2024-10-11 22:01:18,132 - Train: 0.40% [4950/1251000] [4.0/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000596] [CE 6.174 (6.027)] [KD 14.921 (15.194)] +2024-10-11 22:01:25,792 - Train: 0.40% [5000/1251000] [4.0/1000.0] [batch_t 0.139 (0.153)] [data_t 0.004] [optim_t 0.136] [lr 0.000602] [CE 5.842 (6.012)] [KD 15.433 (15.216)] +2024-10-11 22:01:26,355 - ==> Total time: 0:14:17 Eta: 2 days, 11:18:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 22:01:35,225 - Train: 0.40% [5050/1251000] [4.0/1000.0] [batch_t 0.147 (0.161)] [data_t 0.004] [optim_t 0.143] [lr 0.000608] [CE 5.985 (6.011)] [KD 15.092 (15.059)] +2024-10-11 22:01:42,720 - Train: 0.41% [5100/1251000] [4.1/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.000614] [CE 6.179 (5.989)] [KD 14.335 (15.004)] +2024-10-11 22:01:50,247 - Train: 0.41% [5150/1251000] [4.1/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.000620] [CE 6.152 (6.014)] [KD 14.743 (15.024)] +2024-10-11 22:01:58,050 - Train: 0.42% [5200/1251000] [4.2/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000626] [CE 5.829 (6.035)] [KD 15.391 (14.899)] +2024-10-11 22:02:05,646 - Train: 0.42% [5250/1251000] [4.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.000632] [CE 5.541 (5.999)] [KD 15.692 (14.946)] +2024-10-11 22:02:13,007 - Train: 0.42% [5300/1251000] [4.2/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.000638] [CE 6.016 (6.030)] [KD 15.056 (14.918)] +2024-10-11 22:02:20,410 - Train: 0.43% [5350/1251000] [4.3/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.000644] [CE 5.999 (5.958)] [KD 15.009 (14.824)] +2024-10-11 22:02:28,058 - Train: 0.43% [5400/1251000] [4.3/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.139] [lr 0.000650] [CE 5.752 (5.951)] [KD 15.342 (14.688)] +2024-10-11 22:02:35,435 - Train: 0.44% [5450/1251000] [4.4/1000.0] [batch_t 0.144 (0.147)] [data_t 0.005] [optim_t 0.139] [lr 0.000656] [CE 6.095 (5.979)] [KD 14.200 (14.790)] +2024-10-11 22:02:43,038 - Train: 0.44% [5500/1251000] [4.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000662] [CE 5.932 (5.937)] [KD 14.999 (14.684)] +2024-10-11 22:02:50,421 - Train: 0.44% [5550/1251000] [4.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000668] [CE 6.060 (5.941)] [KD 14.183 (14.707)] +2024-10-11 22:02:58,275 - Train: 0.45% [5600/1251000] [4.5/1000.0] [batch_t 0.156 (0.157)] [data_t 0.003] [optim_t 0.154] [lr 0.000674] [CE 6.082 (5.965)] [KD 14.564 (14.629)] +2024-10-11 22:03:05,736 - Train: 0.45% [5650/1251000] [4.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000680] [CE 5.931 (5.928)] [KD 14.988 (14.595)] +2024-10-11 22:03:13,253 - Train: 0.46% [5700/1251000] [4.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000686] [CE 6.197 (5.952)] [KD 14.054 (14.677)] +2024-10-11 22:03:20,653 - Train: 0.46% [5750/1251000] [4.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000692] [CE 5.579 (5.934)] [KD 14.947 (14.464)] +2024-10-11 22:03:28,322 - Train: 0.46% [5800/1251000] [4.6/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.000698] [CE 6.082 (5.954)] [KD 14.183 (14.435)] +2024-10-11 22:03:35,730 - Train: 0.47% [5850/1251000] [4.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.000704] [CE 5.965 (5.935)] [KD 13.772 (14.280)] +2024-10-11 22:03:43,142 - Train: 0.47% [5900/1251000] [4.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.000710] [CE 5.910 (5.924)] [KD 14.373 (14.259)] +2024-10-11 22:03:50,704 - Train: 0.48% [5950/1251000] [4.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000716] [CE 6.264 (5.923)] [KD 13.647 (14.159)] +2024-10-11 22:03:58,357 - Train: 0.48% [6000/1251000] [4.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000722] [CE 5.700 (5.884)] [KD 14.149 (14.180)] +2024-10-11 22:04:06,180 - Train: 0.48% [6050/1251000] [4.8/1000.0] [batch_t 0.145 (0.156)] [data_t 0.004] [optim_t 0.140] [lr 0.000728] [CE 5.852 (5.887)] [KD 14.220 (14.212)] +2024-10-11 22:04:13,858 - Train: 0.49% [6100/1251000] [4.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.000734] [CE 5.580 (5.886)] [KD 14.283 (14.080)] +2024-10-11 22:04:21,256 - Train: 0.49% [6150/1251000] [4.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.000740] [CE 5.875 (5.904)] [KD 14.027 (14.000)] +2024-10-11 22:04:28,692 - Train: 0.50% [6200/1251000] [5.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000746] [CE 5.784 (5.896)] [KD 13.750 (14.014)] +2024-10-11 22:04:36,043 - Train: 0.50% [6250/1251000] [5.0/1000.0] [batch_t 0.139 (0.147)] [data_t 0.005] [optim_t 0.134] [lr 0.000752] [CE 5.888 (5.849)] [KD 13.968 (13.932)] +2024-10-11 22:04:54,287 - Test (net): 100.00% [50/50] [batch_t 0.080 (0.343)] [top1_cnt 14247] [top5_cnt 26626] [top_all 50000] +2024-10-11 22:04:54,288 - net: 28.494 (53.252) +2024-10-11 22:05:00,164 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 50] [top5_cnt 251] [top_all 50000] +2024-10-11 22:05:00,165 - net_E: 0.100 (0.502) +2024-10-11 22:05:00,315 - Max [top1: 28.494 (epoch: 5)] [top1-ema: 0.100 (epoch: 5)] +2024-10-11 22:05:00,315 - ==> Total time: 0:17:51 Eta: 2 days, 11:13:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 22:05:14,700 - Train: 0.50% [6300/1251000] [5.0/1000.0] [batch_t 0.164 (0.172)] [data_t 0.002] [optim_t 0.162] [lr 0.000758] [CE 5.807 (5.872)] [KD 14.221 (13.835)] +2024-10-11 22:05:22,248 - Train: 0.51% [6350/1251000] [5.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000764] [CE 5.921 (5.880)] [KD 14.189 (13.803)] +2024-10-11 22:05:30,471 - Train: 0.51% [6400/1251000] [5.1/1000.0] [batch_t 0.152 (0.164)] [data_t 0.004] [optim_t 0.149] [lr 0.000769] [CE 5.808 (5.822)] [KD 13.461 (13.705)] +2024-10-11 22:05:38,407 - Train: 0.52% [6450/1251000] [5.2/1000.0] [batch_t 0.146 (0.159)] [data_t 0.005] [optim_t 0.141] [lr 0.000775] [CE 5.719 (5.854)] [KD 13.389 (13.704)] +2024-10-11 22:05:45,993 - Train: 0.52% [6500/1251000] [5.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000781] [CE 5.572 (5.848)] [KD 13.706 (13.622)] +2024-10-11 22:05:53,467 - Train: 0.52% [6550/1251000] [5.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000787] [CE 5.940 (5.847)] [KD 13.425 (13.665)] +2024-10-11 22:06:00,956 - Train: 0.53% [6600/1251000] [5.3/1000.0] [batch_t 0.160 (0.150)] [data_t 0.004] [optim_t 0.156] [lr 0.000793] [CE 5.733 (5.782)] [KD 12.982 (13.531)] +2024-10-11 22:06:08,532 - Train: 0.53% [6650/1251000] [5.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000799] [CE 5.878 (5.805)] [KD 13.416 (13.426)] +2024-10-11 22:06:16,074 - Train: 0.54% [6700/1251000] [5.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000805] [CE 5.887 (5.864)] [KD 13.636 (13.447)] +2024-10-11 22:06:23,522 - Train: 0.54% [6750/1251000] [5.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000811] [CE 5.695 (5.838)] [KD 13.720 (13.422)] +2024-10-11 22:06:31,321 - Train: 0.54% [6800/1251000] [5.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000817] [CE 5.641 (5.847)] [KD 13.596 (13.447)] +2024-10-11 22:06:39,074 - Train: 0.55% [6850/1251000] [5.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000823] [CE 5.540 (5.789)] [KD 13.819 (13.348)] +2024-10-11 22:06:46,888 - Train: 0.55% [6900/1251000] [5.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000829] [CE 5.790 (5.816)] [KD 13.838 (13.418)] +2024-10-11 22:06:54,448 - Train: 0.56% [6950/1251000] [5.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000835] [CE 5.673 (5.843)] [KD 13.127 (13.236)] +2024-10-11 22:07:01,916 - Train: 0.56% [7000/1251000] [5.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000841] [CE 5.756 (5.776)] [KD 12.608 (13.247)] +2024-10-11 22:07:09,357 - Train: 0.56% [7050/1251000] [5.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000847] [CE 5.952 (5.781)] [KD 12.929 (13.098)] +2024-10-11 22:07:16,742 - Train: 0.57% [7100/1251000] [5.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000853] [CE 5.846 (5.788)] [KD 13.177 (13.103)] +2024-10-11 22:07:24,147 - Train: 0.57% [7150/1251000] [5.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000859] [CE 5.675 (5.757)] [KD 12.990 (13.032)] +2024-10-11 22:07:31,783 - Train: 0.58% [7200/1251000] [5.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.000865] [CE 5.727 (5.765)] [KD 12.429 (12.970)] +2024-10-11 22:07:39,536 - Train: 0.58% [7250/1251000] [5.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000871] [CE 6.008 (5.755)] [KD 12.653 (12.960)] +2024-10-11 22:07:47,280 - Train: 0.58% [7300/1251000] [5.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000877] [CE 6.113 (5.711)] [KD 12.526 (12.912)] +2024-10-11 22:07:54,834 - Train: 0.59% [7350/1251000] [5.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000883] [CE 5.999 (5.741)] [KD 12.407 (12.852)] +2024-10-11 22:08:02,248 - Train: 0.59% [7400/1251000] [5.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.000889] [CE 6.052 (5.740)] [KD 12.902 (12.859)] +2024-10-11 22:08:09,756 - Train: 0.60% [7450/1251000] [6.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000895] [CE 5.732 (5.731)] [KD 13.234 (12.693)] +2024-10-11 22:08:17,182 - Train: 0.60% [7500/1251000] [6.0/1000.0] [batch_t 0.140 (0.148)] [data_t 0.004] [optim_t 0.137] [lr 0.000901] [CE 5.828 (5.754)] [KD 12.713 (12.854)] +2024-10-11 22:08:18,120 - ==> Total time: 0:21:09 Eta: 2 days, 10:24:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 22:08:26,673 - Train: 0.60% [7550/1251000] [6.0/1000.0] [batch_t 0.145 (0.164)] [data_t 0.007] [optim_t 0.138] [lr 0.000907] [CE 5.556 (5.710)] [KD 12.617 (12.755)] +2024-10-11 22:08:34,349 - Train: 0.61% [7600/1251000] [6.1/1000.0] [batch_t 0.293 (0.153)] [data_t 0.005] [optim_t 0.288] [lr 0.000913] [CE 5.521 (5.740)] [KD 13.099 (12.730)] +2024-10-11 22:08:42,119 - Train: 0.61% [7650/1251000] [6.1/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.000919] [CE 5.787 (5.705)] [KD 12.721 (12.600)] +2024-10-11 22:08:49,635 - Train: 0.62% [7700/1251000] [6.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000925] [CE 5.876 (5.744)] [KD 12.337 (12.510)] +2024-10-11 22:08:57,074 - Train: 0.62% [7750/1251000] [6.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000931] [CE 5.875 (5.708)] [KD 12.286 (12.485)] +2024-10-11 22:09:04,538 - Train: 0.62% [7800/1251000] [6.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000937] [CE 5.561 (5.666)] [KD 12.225 (12.344)] +2024-10-11 22:09:12,238 - Train: 0.63% [7850/1251000] [6.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000943] [CE 5.837 (5.719)] [KD 12.429 (12.352)] +2024-10-11 22:09:19,831 - Train: 0.63% [7900/1251000] [6.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000949] [CE 5.310 (5.653)] [KD 12.864 (12.421)] +2024-10-11 22:09:27,467 - Train: 0.64% [7950/1251000] [6.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000955] [CE 5.475 (5.674)] [KD 12.287 (12.344)] +2024-10-11 22:09:35,079 - Train: 0.64% [8000/1251000] [6.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000961] [CE 5.845 (5.674)] [KD 12.498 (12.293)] +2024-10-11 22:09:42,633 - Train: 0.64% [8050/1251000] [6.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000967] [CE 5.431 (5.664)] [KD 12.579 (12.288)] +2024-10-11 22:09:50,503 - Train: 0.65% [8100/1251000] [6.5/1000.0] [batch_t 0.146 (0.157)] [data_t 0.006] [optim_t 0.140] [lr 0.000973] [CE 5.772 (5.708)] [KD 12.379 (12.262)] +2024-10-11 22:09:57,937 - Train: 0.65% [8150/1251000] [6.5/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.000979] [CE 5.247 (5.684)] [KD 13.082 (12.243)] +2024-10-11 22:10:05,629 - Train: 0.66% [8200/1251000] [6.6/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.000985] [CE 5.059 (5.694)] [KD 12.554 (12.114)] +2024-10-11 22:10:13,187 - Train: 0.66% [8250/1251000] [6.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000991] [CE 5.533 (5.642)] [KD 12.575 (12.158)] +2024-10-11 22:10:20,628 - Train: 0.66% [8300/1251000] [6.6/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.000997] [CE 6.077 (5.676)] [KD 11.657 (12.125)] +2024-10-11 22:10:28,021 - Train: 0.67% [8350/1251000] [6.7/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.001003] [CE 5.261 (5.649)] [KD 12.634 (12.083)] +2024-10-11 22:10:35,751 - Train: 0.67% [8400/1251000] [6.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001009] [CE 4.876 (5.676)] [KD 12.488 (12.130)] +2024-10-11 22:10:43,226 - Train: 0.68% [8450/1251000] [6.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001015] [CE 5.649 (5.637)] [KD 12.077 (12.043)] +2024-10-11 22:10:51,126 - Train: 0.68% [8500/1251000] [6.8/1000.0] [batch_t 0.143 (0.158)] [data_t 0.005] [optim_t 0.138] [lr 0.001021] [CE 5.456 (5.656)] [KD 11.907 (11.934)] +2024-10-11 22:10:58,583 - Train: 0.68% [8550/1251000] [6.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001027] [CE 5.478 (5.631)] [KD 11.685 (11.871)] +2024-10-11 22:11:05,986 - Train: 0.69% [8600/1251000] [6.9/1000.0] [batch_t 0.151 (0.148)] [data_t 0.003] [optim_t 0.148] [lr 0.001033] [CE 5.542 (5.624)] [KD 12.004 (11.855)] +2024-10-11 22:11:13,384 - Train: 0.69% [8650/1251000] [6.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001039] [CE 5.718 (5.658)] [KD 11.875 (11.938)] +2024-10-11 22:11:21,016 - Train: 0.70% [8700/1251000] [7.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001045] [CE 5.693 (5.627)] [KD 11.762 (11.886)] +2024-10-11 22:11:28,612 - Train: 0.70% [8750/1251000] [7.0/1000.0] [batch_t 0.138 (0.152)] [data_t 0.004] [optim_t 0.134] [lr 0.001051] [CE 5.535 (5.639)] [KD 11.657 (11.877)] +2024-10-11 22:11:29,591 - ==> Total time: 0:24:20 Eta: 2 days, 9:33:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 22:11:37,975 - Train: 0.70% [8800/1251000] [7.0/1000.0] [batch_t 0.147 (0.162)] [data_t 0.005] [optim_t 0.143] [lr 0.001057] [CE 5.421 (5.578)] [KD 11.640 (11.703)] +2024-10-11 22:11:45,566 - Train: 0.71% [8850/1251000] [7.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001063] [CE 5.406 (5.548)] [KD 11.679 (11.613)] +2024-10-11 22:11:53,285 - Train: 0.71% [8900/1251000] [7.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.001069] [CE 5.360 (5.575)] [KD 11.853 (11.659)] +2024-10-11 22:12:00,784 - Train: 0.72% [8950/1251000] [7.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001075] [CE 5.486 (5.592)] [KD 11.564 (11.595)] +2024-10-11 22:12:08,339 - Train: 0.72% [9000/1251000] [7.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001081] [CE 5.737 (5.679)] [KD 11.390 (11.637)] +2024-10-11 22:12:16,352 - Train: 0.72% [9050/1251000] [7.2/1000.0] [batch_t 0.144 (0.160)] [data_t 0.005] [optim_t 0.140] [lr 0.001087] [CE 6.003 (5.552)] [KD 11.492 (11.604)] +2024-10-11 22:12:23,801 - Train: 0.73% [9100/1251000] [7.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001093] [CE 5.825 (5.633)] [KD 11.585 (11.564)] +2024-10-11 22:12:31,584 - Train: 0.73% [9150/1251000] [7.3/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.001099] [CE 5.395 (5.526)] [KD 11.189 (11.553)] +2024-10-11 22:12:39,113 - Train: 0.74% [9200/1251000] [7.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001105] [CE 5.594 (5.576)] [KD 12.204 (11.631)] +2024-10-11 22:12:46,525 - Train: 0.74% [9250/1251000] [7.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001111] [CE 5.693 (5.616)] [KD 11.211 (11.581)] +2024-10-11 22:12:54,085 - Train: 0.74% [9300/1251000] [7.4/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.001117] [CE 5.385 (5.595)] [KD 11.693 (11.542)] +2024-10-11 22:13:01,696 - Train: 0.75% [9350/1251000] [7.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.001123] [CE 5.064 (5.568)] [KD 11.700 (11.481)] +2024-10-11 22:13:09,206 - Train: 0.75% [9400/1251000] [7.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001129] [CE 5.997 (5.604)] [KD 11.689 (11.580)] +2024-10-11 22:13:17,180 - Train: 0.76% [9450/1251000] [7.6/1000.0] [batch_t 0.145 (0.159)] [data_t 0.003] [optim_t 0.142] [lr 0.001135] [CE 5.734 (5.581)] [KD 11.013 (11.479)] +2024-10-11 22:13:24,759 - Train: 0.76% [9500/1251000] [7.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001141] [CE 5.565 (5.548)] [KD 11.415 (11.410)] +2024-10-11 22:13:32,162 - Train: 0.76% [9550/1251000] [7.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.001147] [CE 5.464 (5.549)] [KD 11.599 (11.361)] +2024-10-11 22:13:39,695 - Train: 0.77% [9600/1251000] [7.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001153] [CE 5.574 (5.606)] [KD 11.574 (11.432)] +2024-10-11 22:13:47,389 - Train: 0.77% [9650/1251000] [7.7/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.001159] [CE 6.049 (5.540)] [KD 11.516 (11.320)] +2024-10-11 22:13:54,803 - Train: 0.78% [9700/1251000] [7.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.001165] [CE 5.306 (5.551)] [KD 11.210 (11.311)] +2024-10-11 22:14:02,346 - Train: 0.78% [9750/1251000] [7.8/1000.0] [batch_t 0.143 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.001171] [CE 5.992 (5.531)] [KD 11.301 (11.264)] +2024-10-11 22:14:09,854 - Train: 0.78% [9800/1251000] [7.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.001177] [CE 5.594 (5.566)] [KD 11.854 (11.231)] +2024-10-11 22:14:17,415 - Train: 0.79% [9850/1251000] [7.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.001183] [CE 5.597 (5.524)] [KD 11.164 (11.244)] +2024-10-11 22:14:25,292 - Train: 0.79% [9900/1251000] [7.9/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001189] [CE 5.080 (5.524)] [KD 11.295 (11.171)] +2024-10-11 22:14:32,713 - Train: 0.80% [9950/1251000] [8.0/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001195] [CE 5.858 (5.566)] [KD 10.789 (11.145)] +2024-10-11 22:14:40,232 - Train: 0.80% [10000/1251000] [8.0/1000.0] [batch_t 0.140 (0.150)] [data_t 0.005] [optim_t 0.135] [lr 0.001201] [CE 5.406 (5.552)] [KD 11.089 (11.168)] +2024-10-11 22:14:41,350 - ==> Total time: 0:27:32 Eta: 2 days, 8:54:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 22:14:49,781 - Train: 0.80% [10050/1251000] [8.0/1000.0] [batch_t 0.148 (0.164)] [data_t 0.005] [optim_t 0.143] [lr 0.001207] [CE 5.281 (5.493)] [KD 10.967 (10.985)] +2024-10-11 22:14:57,308 - Train: 0.81% [10100/1251000] [8.1/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.001213] [CE 5.367 (5.500)] [KD 11.498 (10.974)] +2024-10-11 22:15:04,732 - Train: 0.81% [10150/1251000] [8.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001219] [CE 5.458 (5.518)] [KD 10.624 (11.018)] +2024-10-11 22:15:12,284 - Train: 0.82% [10200/1251000] [8.2/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.001225] [CE 5.621 (5.479)] [KD 10.818 (11.003)] +2024-10-11 22:15:19,941 - Train: 0.82% [10250/1251000] [8.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001231] [CE 5.991 (5.548)] [KD 10.974 (11.075)] +2024-10-11 22:15:27,643 - Train: 0.82% [10300/1251000] [8.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001237] [CE 5.544 (5.556)] [KD 10.974 (11.013)] +2024-10-11 22:15:35,056 - Train: 0.83% [10350/1251000] [8.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001243] [CE 5.632 (5.537)] [KD 10.833 (10.987)] +2024-10-11 22:15:42,724 - Train: 0.83% [10400/1251000] [8.3/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.001249] [CE 5.779 (5.503)] [KD 11.052 (10.835)] +2024-10-11 22:15:50,155 - Train: 0.84% [10450/1251000] [8.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001255] [CE 5.774 (5.533)] [KD 10.662 (10.846)] +2024-10-11 22:15:57,795 - Train: 0.84% [10500/1251000] [8.4/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.001261] [CE 5.706 (5.524)] [KD 11.016 (10.856)] +2024-10-11 22:16:05,257 - Train: 0.84% [10550/1251000] [8.4/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.001267] [CE 5.732 (5.500)] [KD 10.686 (10.842)] +2024-10-11 22:16:12,693 - Train: 0.85% [10600/1251000] [8.5/1000.0] [batch_t 0.159 (0.149)] [data_t 0.003] [optim_t 0.156] [lr 0.001273] [CE 5.531 (5.455)] [KD 10.702 (10.831)] +2024-10-11 22:16:20,373 - Train: 0.85% [10650/1251000] [8.5/1000.0] [batch_t 0.272 (0.154)] [data_t 0.004] [optim_t 0.268] [lr 0.001279] [CE 5.585 (5.480)] [KD 10.882 (10.841)] +2024-10-11 22:16:27,942 - Train: 0.86% [10700/1251000] [8.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.007] [optim_t 0.141] [lr 0.001285] [CE 5.546 (5.515)] [KD 10.642 (10.747)] +2024-10-11 22:16:35,626 - Train: 0.86% [10750/1251000] [8.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001291] [CE 5.512 (5.468)] [KD 10.566 (10.712)] +2024-10-11 22:16:43,208 - Train: 0.86% [10800/1251000] [8.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001297] [CE 5.372 (5.426)] [KD 10.356 (10.760)] +2024-10-11 22:16:50,636 - Train: 0.87% [10850/1251000] [8.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001303] [CE 5.629 (5.462)] [KD 10.510 (10.628)] +2024-10-11 22:16:58,329 - Train: 0.87% [10900/1251000] [8.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001309] [CE 5.551 (5.494)] [KD 10.466 (10.599)] +2024-10-11 22:17:05,864 - Train: 0.88% [10950/1251000] [8.8/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.001315] [CE 5.553 (5.519)] [KD 10.585 (10.684)] +2024-10-11 22:17:13,236 - Train: 0.88% [11000/1251000] [8.8/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.001321] [CE 5.487 (5.479)] [KD 10.373 (10.596)] +2024-10-11 22:17:20,628 - Train: 0.88% [11050/1251000] [8.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001326] [CE 5.953 (5.479)] [KD 10.109 (10.577)] +2024-10-11 22:17:28,280 - Train: 0.89% [11100/1251000] [8.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001332] [CE 5.217 (5.400)] [KD 10.134 (10.457)] +2024-10-11 22:17:35,905 - Train: 0.89% [11150/1251000] [8.9/1000.0] [batch_t 0.142 (0.152)] [data_t 0.004] [optim_t 0.138] [lr 0.001338] [CE 4.984 (5.463)] [KD 10.546 (10.521)] +2024-10-11 22:17:43,278 - Train: 0.90% [11200/1251000] [9.0/1000.0] [batch_t 0.145 (0.147)] [data_t 0.003] [optim_t 0.142] [lr 0.001344] [CE 5.726 (5.473)] [KD 10.213 (10.447)] +2024-10-11 22:17:50,936 - Train: 0.90% [11250/1251000] [9.0/1000.0] [batch_t 0.141 (0.153)] [data_t 0.004] [optim_t 0.137] [lr 0.001350] [CE 5.876 (5.482)] [KD 10.668 (10.473)] +2024-10-11 22:17:52,196 - ==> Total time: 0:30:43 Eta: 2 days, 8:22:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 22:18:00,216 - Train: 0.90% [11300/1251000] [9.0/1000.0] [batch_t 0.149 (0.162)] [data_t 0.005] [optim_t 0.144] [lr 0.001356] [CE 5.624 (5.468)] [KD 10.784 (10.521)] +2024-10-11 22:18:07,992 - Train: 0.91% [11350/1251000] [9.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001362] [CE 5.590 (5.439)] [KD 10.086 (10.564)] +2024-10-11 22:18:15,553 - Train: 0.91% [11400/1251000] [9.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001368] [CE 5.754 (5.434)] [KD 10.661 (10.430)] +2024-10-11 22:18:23,048 - Train: 0.92% [11450/1251000] [9.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001374] [CE 5.381 (5.431)] [KD 10.503 (10.452)] +2024-10-11 22:18:30,876 - Train: 0.92% [11500/1251000] [9.2/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.001380] [CE 5.321 (5.427)] [KD 10.377 (10.437)] +2024-10-11 22:18:38,406 - Train: 0.92% [11550/1251000] [9.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001386] [CE 5.528 (5.434)] [KD 10.410 (10.366)] +2024-10-11 22:18:45,925 - Train: 0.93% [11600/1251000] [9.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001392] [CE 5.202 (5.425)] [KD 10.392 (10.413)] +2024-10-11 22:18:53,469 - Train: 0.93% [11650/1251000] [9.3/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.001398] [CE 5.518 (5.449)] [KD 10.489 (10.355)] +2024-10-11 22:19:00,999 - Train: 0.94% [11700/1251000] [9.4/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.001404] [CE 5.543 (5.452)] [KD 10.503 (10.246)] +2024-10-11 22:19:08,713 - Train: 0.94% [11750/1251000] [9.4/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.001410] [CE 5.367 (5.457)] [KD 9.827 (10.242)] +2024-10-11 22:19:16,250 - Train: 0.94% [11800/1251000] [9.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001416] [CE 5.321 (5.461)] [KD 10.310 (10.235)] +2024-10-11 22:19:23,684 - Train: 0.95% [11850/1251000] [9.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001422] [CE 5.810 (5.447)] [KD 10.466 (10.424)] +2024-10-11 22:19:31,065 - Train: 0.95% [11900/1251000] [9.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001428] [CE 5.152 (5.388)] [KD 10.751 (10.262)] +2024-10-11 22:19:38,700 - Train: 0.96% [11950/1251000] [9.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001434] [CE 5.214 (5.448)] [KD 10.458 (10.210)] +2024-10-11 22:19:46,321 - Train: 0.96% [12000/1251000] [9.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.001440] [CE 5.492 (5.343)] [KD 10.001 (10.275)] +2024-10-11 22:19:53,884 - Train: 0.96% [12050/1251000] [9.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.006] [optim_t 0.139] [lr 0.001446] [CE 5.533 (5.413)] [KD 10.185 (10.134)] +2024-10-11 22:20:01,377 - Train: 0.97% [12100/1251000] [9.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.001452] [CE 5.337 (5.358)] [KD 10.064 (10.052)] +2024-10-11 22:20:08,747 - Train: 0.97% [12150/1251000] [9.7/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.001458] [CE 5.381 (5.422)] [KD 10.296 (10.105)] +2024-10-11 22:20:16,350 - Train: 0.98% [12200/1251000] [9.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001464] [CE 5.629 (5.469)] [KD 10.058 (10.064)] +2024-10-11 22:20:23,759 - Train: 0.98% [12250/1251000] [9.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001470] [CE 5.405 (5.385)] [KD 10.706 (10.197)] +2024-10-11 22:20:31,146 - Train: 0.98% [12300/1251000] [9.8/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.001476] [CE 5.617 (5.481)] [KD 10.141 (10.168)] +2024-10-11 22:20:39,197 - Train: 0.99% [12350/1251000] [9.9/1000.0] [batch_t 0.148 (0.161)] [data_t 0.005] [optim_t 0.143] [lr 0.001482] [CE 5.362 (5.395)] [KD 10.608 (10.163)] +2024-10-11 22:20:46,596 - Train: 0.99% [12400/1251000] [9.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001488] [CE 4.771 (5.400)] [KD 9.854 (10.157)] +2024-10-11 22:20:54,025 - Train: 1.00% [12450/1251000] [10.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001494] [CE 5.185 (5.417)] [KD 10.197 (10.095)] +2024-10-11 22:21:01,610 - Train: 1.00% [12500/1251000] [10.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001500] [CE 5.606 (5.425)] [KD 9.679 (10.051)] +2024-10-11 22:21:08,884 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.110)] [top1_cnt 21931] [top5_cnt 35043] [top_all 50000] +2024-10-11 22:21:08,885 - net: 43.862 (70.086) +2024-10-11 22:21:14,715 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 179] [top5_cnt 852] [top_all 50000] +2024-10-11 22:21:14,716 - net_E: 0.358 (1.704) +2024-10-11 22:21:14,845 - Max [top1: 43.862 (epoch: 10)] [top1-ema: 0.358 (epoch: 10)] +2024-10-11 22:21:14,845 - ==> Total time: 0:34:05 Eta: 2 days, 8:15:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 22:21:25,356 - Train: 1.00% [12550/1251000] [10.0/1000.0] [batch_t 0.145 (0.160)] [data_t 0.006] [optim_t 0.140] [lr 0.001506] [CE 5.294 (5.424)] [KD 10.530 (10.050)] +2024-10-11 22:21:33,015 - Train: 1.01% [12600/1251000] [10.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001512] [CE 5.786 (5.385)] [KD 9.985 (10.107)] +2024-10-11 22:21:40,390 - Train: 1.01% [12650/1251000] [10.1/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.001518] [CE 5.690 (5.356)] [KD 10.047 (9.927)] +2024-10-11 22:21:48,167 - Train: 1.02% [12700/1251000] [10.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001524] [CE 5.382 (5.395)] [KD 10.130 (10.089)] +2024-10-11 22:21:55,935 - Train: 1.02% [12750/1251000] [10.2/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.001530] [CE 5.677 (5.352)] [KD 9.837 (10.026)] +2024-10-11 22:22:03,356 - Train: 1.02% [12800/1251000] [10.2/1000.0] [batch_t 0.155 (0.148)] [data_t 0.005] [optim_t 0.150] [lr 0.001536] [CE 5.691 (5.332)] [KD 10.099 (9.945)] +2024-10-11 22:22:10,908 - Train: 1.03% [12850/1251000] [10.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001542] [CE 5.276 (5.332)] [KD 9.933 (9.930)] +2024-10-11 22:22:18,270 - Train: 1.03% [12900/1251000] [10.3/1000.0] [batch_t 0.144 (0.147)] [data_t 0.003] [optim_t 0.141] [lr 0.001548] [CE 5.076 (5.372)] [KD 10.208 (9.847)] +2024-10-11 22:22:25,864 - Train: 1.04% [12950/1251000] [10.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.001554] [CE 5.571 (5.288)] [KD 9.891 (9.881)] +2024-10-11 22:22:33,226 - Train: 1.04% [13000/1251000] [10.4/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.001560] [CE 5.286 (5.395)] [KD 10.045 (9.886)] +2024-10-11 22:22:40,771 - Train: 1.04% [13050/1251000] [10.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001566] [CE 5.090 (5.333)] [KD 9.865 (9.909)] +2024-10-11 22:22:48,366 - Train: 1.05% [13100/1251000] [10.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001572] [CE 4.867 (5.343)] [KD 10.233 (9.895)] +2024-10-11 22:22:56,112 - Train: 1.05% [13150/1251000] [10.5/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001578] [CE 5.443 (5.342)] [KD 9.756 (9.866)] +2024-10-11 22:23:03,737 - Train: 1.06% [13200/1251000] [10.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001584] [CE 5.646 (5.310)] [KD 9.397 (9.906)] +2024-10-11 22:23:11,106 - Train: 1.06% [13250/1251000] [10.6/1000.0] [batch_t 0.152 (0.147)] [data_t 0.005] [optim_t 0.148] [lr 0.001590] [CE 5.265 (5.333)] [KD 9.720 (9.875)] +2024-10-11 22:23:18,483 - Train: 1.06% [13300/1251000] [10.6/1000.0] [batch_t 0.143 (0.147)] [data_t 0.004] [optim_t 0.139] [lr 0.001596] [CE 5.032 (5.305)] [KD 10.174 (9.822)] +2024-10-11 22:23:25,823 - Train: 1.07% [13350/1251000] [10.7/1000.0] [batch_t 0.151 (0.147)] [data_t 0.004] [optim_t 0.147] [lr 0.001602] [CE 4.838 (5.331)] [KD 9.785 (9.773)] +2024-10-11 22:23:33,283 - Train: 1.07% [13400/1251000] [10.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.001608] [CE 5.145 (5.396)] [KD 10.355 (9.848)] +2024-10-11 22:23:40,993 - Train: 1.08% [13450/1251000] [10.8/1000.0] [batch_t 0.145 (0.154)] [data_t 0.006] [optim_t 0.139] [lr 0.001614] [CE 5.093 (5.408)] [KD 10.113 (9.991)] +2024-10-11 22:23:48,550 - Train: 1.08% [13500/1251000] [10.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001620] [CE 5.216 (5.361)] [KD 9.383 (9.789)] +2024-10-11 22:23:56,199 - Train: 1.08% [13550/1251000] [10.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001626] [CE 5.755 (5.320)] [KD 9.892 (9.721)] +2024-10-11 22:24:03,709 - Train: 1.09% [13600/1251000] [10.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001632] [CE 5.297 (5.350)] [KD 9.965 (9.835)] +2024-10-11 22:24:11,241 - Train: 1.09% [13650/1251000] [10.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001638] [CE 4.787 (5.355)] [KD 9.808 (9.833)] +2024-10-11 22:24:18,716 - Train: 1.10% [13700/1251000] [11.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001644] [CE 5.277 (5.394)] [KD 9.714 (9.794)] +2024-10-11 22:24:26,167 - Train: 1.10% [13750/1251000] [11.0/1000.0] [batch_t 0.141 (0.149)] [data_t 0.005] [optim_t 0.136] [lr 0.001650] [CE 5.068 (5.321)] [KD 9.110 (9.787)] +2024-10-11 22:24:27,697 - ==> Total time: 0:37:18 Eta: 2 days, 7:54:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 22:24:35,605 - Train: 1.10% [13800/1251000] [11.0/1000.0] [batch_t 0.145 (0.164)] [data_t 0.005] [optim_t 0.140] [lr 0.001656] [CE 5.193 (5.349)] [KD 9.694 (9.694)] +2024-10-11 22:24:43,179 - Train: 1.11% [13850/1251000] [11.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001662] [CE 5.561 (5.399)] [KD 9.377 (9.703)] +2024-10-11 22:24:50,774 - Train: 1.11% [13900/1251000] [11.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001668] [CE 5.523 (5.357)] [KD 9.523 (9.694)] +2024-10-11 22:24:58,483 - Train: 1.12% [13950/1251000] [11.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001674] [CE 5.553 (5.343)] [KD 9.712 (9.684)] +2024-10-11 22:25:06,010 - Train: 1.12% [14000/1251000] [11.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.007] [optim_t 0.141] [lr 0.001680] [CE 5.055 (5.375)] [KD 9.492 (9.672)] +2024-10-11 22:25:13,665 - Train: 1.12% [14050/1251000] [11.2/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.001686] [CE 5.190 (5.308)] [KD 9.362 (9.529)] +2024-10-11 22:25:21,042 - Train: 1.13% [14100/1251000] [11.3/1000.0] [batch_t 0.155 (0.147)] [data_t 0.005] [optim_t 0.150] [lr 0.001692] [CE 5.317 (5.322)] [KD 9.572 (9.562)] +2024-10-11 22:25:28,507 - Train: 1.13% [14150/1251000] [11.3/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.001698] [CE 5.348 (5.361)] [KD 9.668 (9.609)] +2024-10-11 22:25:36,013 - Train: 1.14% [14200/1251000] [11.4/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.001704] [CE 5.425 (5.345)] [KD 9.462 (9.460)] +2024-10-11 22:25:43,533 - Train: 1.14% [14250/1251000] [11.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.007] [optim_t 0.142] [lr 0.001710] [CE 5.471 (5.268)] [KD 9.535 (9.485)] +2024-10-11 22:25:51,143 - Train: 1.14% [14300/1251000] [11.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001716] [CE 5.177 (5.337)] [KD 9.831 (9.662)] +2024-10-11 22:25:58,770 - Train: 1.15% [14350/1251000] [11.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001722] [CE 5.332 (5.359)] [KD 10.003 (9.530)] +2024-10-11 22:26:06,187 - Train: 1.15% [14400/1251000] [11.5/1000.0] [batch_t 0.143 (0.148)] [data_t 0.003] [optim_t 0.140] [lr 0.001728] [CE 5.392 (5.388)] [KD 9.180 (9.621)] +2024-10-11 22:26:13,834 - Train: 1.16% [14450/1251000] [11.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.001734] [CE 5.156 (5.349)] [KD 9.521 (9.519)] +2024-10-11 22:26:21,271 - Train: 1.16% [14500/1251000] [11.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001740] [CE 4.937 (5.319)] [KD 9.704 (9.521)] +2024-10-11 22:26:28,940 - Train: 1.16% [14550/1251000] [11.6/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.001746] [CE 5.062 (5.359)] [KD 9.736 (9.650)] +2024-10-11 22:26:36,507 - Train: 1.17% [14600/1251000] [11.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.006] [optim_t 0.138] [lr 0.001752] [CE 5.214 (5.306)] [KD 9.300 (9.593)] +2024-10-11 22:26:44,061 - Train: 1.17% [14650/1251000] [11.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001758] [CE 5.183 (5.280)] [KD 9.087 (9.516)] +2024-10-11 22:26:51,549 - Train: 1.18% [14700/1251000] [11.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001764] [CE 5.151 (5.395)] [KD 9.012 (9.573)] +2024-10-11 22:26:59,032 - Train: 1.18% [14750/1251000] [11.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.001770] [CE 5.319 (5.305)] [KD 9.833 (9.482)] +2024-10-11 22:27:06,602 - Train: 1.18% [14800/1251000] [11.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001776] [CE 5.472 (5.304)] [KD 9.675 (9.554)] +2024-10-11 22:27:14,244 - Train: 1.19% [14850/1251000] [11.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001782] [CE 5.057 (5.292)] [KD 9.406 (9.471)] +2024-10-11 22:27:21,852 - Train: 1.19% [14900/1251000] [11.9/1000.0] [batch_t 0.276 (0.152)] [data_t 0.003] [optim_t 0.273] [lr 0.001788] [CE 5.563 (5.332)] [KD 9.643 (9.524)] +2024-10-11 22:27:29,194 - Train: 1.20% [14950/1251000] [12.0/1000.0] [batch_t 0.145 (0.147)] [data_t 0.004] [optim_t 0.141] [lr 0.001794] [CE 5.143 (5.362)] [KD 9.410 (9.596)] +2024-10-11 22:27:36,671 - Train: 1.20% [15000/1251000] [12.0/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.001800] [CE 5.340 (5.325)] [KD 9.624 (9.370)] +2024-10-11 22:27:38,351 - ==> Total time: 0:40:29 Eta: 2 days, 7:33:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 22:27:45,892 - Train: 1.20% [15050/1251000] [12.0/1000.0] [batch_t 0.146 (0.160)] [data_t 0.003] [optim_t 0.142] [lr 0.001806] [CE 5.662 (5.275)] [KD 9.688 (9.308)] +2024-10-11 22:27:53,531 - Train: 1.21% [15100/1251000] [12.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001812] [CE 5.378 (5.262)] [KD 9.723 (9.349)] +2024-10-11 22:28:01,333 - Train: 1.21% [15150/1251000] [12.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.006] [optim_t 0.144] [lr 0.001818] [CE 5.000 (5.327)] [KD 9.554 (9.399)] +2024-10-11 22:28:08,728 - Train: 1.22% [15200/1251000] [12.2/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.001824] [CE 5.329 (5.296)] [KD 9.345 (9.405)] +2024-10-11 22:28:16,073 - Train: 1.22% [15250/1251000] [12.2/1000.0] [batch_t 0.145 (0.147)] [data_t 0.003] [optim_t 0.142] [lr 0.001830] [CE 5.045 (5.257)] [KD 9.229 (9.440)] +2024-10-11 22:28:23,823 - Train: 1.22% [15300/1251000] [12.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.001836] [CE 5.461 (5.339)] [KD 8.871 (9.338)] +2024-10-11 22:28:31,201 - Train: 1.23% [15350/1251000] [12.3/1000.0] [batch_t 0.145 (0.147)] [data_t 0.004] [optim_t 0.141] [lr 0.001842] [CE 4.721 (5.268)] [KD 9.574 (9.190)] +2024-10-11 22:28:38,775 - Train: 1.23% [15400/1251000] [12.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001848] [CE 5.159 (5.282)] [KD 9.122 (9.397)] +2024-10-11 22:28:46,293 - Train: 1.24% [15450/1251000] [12.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.001854] [CE 5.827 (5.370)] [KD 9.322 (9.321)] +2024-10-11 22:28:53,731 - Train: 1.24% [15500/1251000] [12.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.001860] [CE 4.840 (5.334)] [KD 9.633 (9.289)] +2024-10-11 22:29:01,327 - Train: 1.24% [15550/1251000] [12.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001866] [CE 5.260 (5.295)] [KD 9.129 (9.308)] +2024-10-11 22:29:08,788 - Train: 1.25% [15600/1251000] [12.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.001872] [CE 5.135 (5.320)] [KD 9.823 (9.264)] +2024-10-11 22:29:16,238 - Train: 1.25% [15650/1251000] [12.5/1000.0] [batch_t 0.246 (0.149)] [data_t 0.004] [optim_t 0.242] [lr 0.001878] [CE 5.532 (5.268)] [KD 9.195 (9.247)] +2024-10-11 22:29:23,822 - Train: 1.25% [15700/1251000] [12.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001883] [CE 5.325 (5.234)] [KD 9.386 (9.140)] +2024-10-11 22:29:31,357 - Train: 1.26% [15750/1251000] [12.6/1000.0] [batch_t 0.141 (0.151)] [data_t 0.003] [optim_t 0.138] [lr 0.001889] [CE 5.623 (5.294)] [KD 9.323 (9.180)] +2024-10-11 22:29:38,779 - Train: 1.26% [15800/1251000] [12.6/1000.0] [batch_t 0.153 (0.148)] [data_t 0.007] [optim_t 0.146] [lr 0.001895] [CE 5.078 (5.294)] [KD 9.440 (9.406)] +2024-10-11 22:29:46,606 - Train: 1.27% [15850/1251000] [12.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.006] [optim_t 0.142] [lr 0.001901] [CE 5.485 (5.318)] [KD 9.232 (9.269)] +2024-10-11 22:29:54,073 - Train: 1.27% [15900/1251000] [12.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001907] [CE 4.982 (5.286)] [KD 9.162 (9.224)] +2024-10-11 22:30:01,673 - Train: 1.27% [15950/1251000] [12.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001913] [CE 4.859 (5.257)] [KD 9.175 (9.230)] +2024-10-11 22:30:09,350 - Train: 1.28% [16000/1251000] [12.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.008] [optim_t 0.142] [lr 0.001919] [CE 5.611 (5.273)] [KD 9.156 (9.079)] +2024-10-11 22:30:16,795 - Train: 1.28% [16050/1251000] [12.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001925] [CE 5.468 (5.291)] [KD 9.199 (9.164)] +2024-10-11 22:30:24,206 - Train: 1.29% [16100/1251000] [12.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.001931] [CE 5.382 (5.237)] [KD 9.274 (9.201)] +2024-10-11 22:30:31,995 - Train: 1.29% [16150/1251000] [12.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001937] [CE 5.573 (5.276)] [KD 9.150 (9.274)] +2024-10-11 22:30:39,414 - Train: 1.29% [16200/1251000] [12.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001943] [CE 5.487 (5.307)] [KD 9.406 (9.203)] +2024-10-11 22:30:46,925 - Train: 1.30% [16250/1251000] [13.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.002] [optim_t 0.143] [lr 0.001949] [CE 5.588 (5.304)] [KD 8.899 (9.214)] +2024-10-11 22:30:48,837 - ==> Total time: 0:43:39 Eta: 2 days, 7:15:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 22:30:56,421 - Train: 1.30% [16300/1251000] [13.0/1000.0] [batch_t 0.146 (0.164)] [data_t 0.004] [optim_t 0.142] [lr 0.001955] [CE 5.123 (5.219)] [KD 9.040 (9.129)] +2024-10-11 22:31:04,037 - Train: 1.31% [16350/1251000] [13.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001961] [CE 5.070 (5.271)] [KD 8.972 (9.108)] +2024-10-11 22:31:11,652 - Train: 1.31% [16400/1251000] [13.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001967] [CE 5.245 (5.316)] [KD 9.157 (9.067)] +2024-10-11 22:31:19,138 - Train: 1.31% [16450/1251000] [13.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001973] [CE 4.829 (5.325)] [KD 9.143 (9.074)] +2024-10-11 22:31:26,517 - Train: 1.32% [16500/1251000] [13.2/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.145] [lr 0.001979] [CE 5.323 (5.242)] [KD 9.211 (8.998)] +2024-10-11 22:31:34,379 - Train: 1.32% [16550/1251000] [13.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.001985] [CE 5.019 (5.245)] [KD 9.054 (9.033)] +2024-10-11 22:31:41,862 - Train: 1.33% [16600/1251000] [13.3/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.001991] [CE 5.432 (5.249)] [KD 9.534 (9.072)] +2024-10-11 22:31:49,329 - Train: 1.33% [16650/1251000] [13.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.001997] [CE 5.426 (5.218)] [KD 8.952 (9.066)] +2024-10-11 22:31:56,775 - Train: 1.33% [16700/1251000] [13.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002003] [CE 5.649 (5.327)] [KD 9.025 (9.040)] +2024-10-11 22:32:04,324 - Train: 1.34% [16750/1251000] [13.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.007] [optim_t 0.142] [lr 0.002009] [CE 5.229 (5.249)] [KD 9.457 (9.053)] +2024-10-11 22:32:11,986 - Train: 1.34% [16800/1251000] [13.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002015] [CE 5.739 (5.297)] [KD 9.524 (9.258)] +2024-10-11 22:32:19,470 - Train: 1.35% [16850/1251000] [13.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.002021] [CE 5.442 (5.259)] [KD 9.119 (9.080)] +2024-10-11 22:32:27,099 - Train: 1.35% [16900/1251000] [13.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002027] [CE 5.484 (5.248)] [KD 9.266 (9.034)] +2024-10-11 22:32:34,546 - Train: 1.35% [16950/1251000] [13.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002033] [CE 4.992 (5.265)] [KD 8.558 (9.087)] +2024-10-11 22:32:42,107 - Train: 1.36% [17000/1251000] [13.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002039] [CE 5.484 (5.287)] [KD 9.685 (9.098)] +2024-10-11 22:32:49,802 - Train: 1.36% [17050/1251000] [13.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.002045] [CE 5.172 (5.322)] [KD 8.977 (9.084)] +2024-10-11 22:32:57,285 - Train: 1.37% [17100/1251000] [13.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002051] [CE 5.760 (5.301)] [KD 9.124 (9.064)] +2024-10-11 22:33:05,103 - Train: 1.37% [17150/1251000] [13.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.002057] [CE 5.343 (5.194)] [KD 9.056 (8.947)] +2024-10-11 22:33:12,664 - Train: 1.37% [17200/1251000] [13.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002063] [CE 5.136 (5.276)] [KD 9.199 (8.942)] +2024-10-11 22:33:20,234 - Train: 1.38% [17250/1251000] [13.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002069] [CE 5.391 (5.231)] [KD 9.094 (8.912)] +2024-10-11 22:33:27,757 - Train: 1.38% [17300/1251000] [13.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002075] [CE 5.125 (5.277)] [KD 9.028 (8.922)] +2024-10-11 22:33:35,349 - Train: 1.39% [17350/1251000] [13.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002081] [CE 5.280 (5.238)] [KD 9.011 (8.967)] +2024-10-11 22:33:42,994 - Train: 1.39% [17400/1251000] [13.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002087] [CE 4.935 (5.275)] [KD 9.044 (8.991)] +2024-10-11 22:33:50,633 - Train: 1.39% [17450/1251000] [13.9/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.002093] [CE 5.526 (5.290)] [KD 9.139 (9.024)] +2024-10-11 22:33:58,143 - Train: 1.40% [17500/1251000] [14.0/1000.0] [batch_t 0.143 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.002099] [CE 5.079 (5.213)] [KD 9.003 (9.049)] +2024-10-11 22:34:00,102 - ==> Total time: 0:46:51 Eta: 2 days, 6:59:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 22:34:07,819 - Train: 1.40% [17550/1251000] [14.0/1000.0] [batch_t 0.145 (0.167)] [data_t 0.005] [optim_t 0.141] [lr 0.002105] [CE 5.405 (5.292)] [KD 8.286 (8.870)] +2024-10-11 22:34:15,173 - Train: 1.41% [17600/1251000] [14.1/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.140] [lr 0.002111] [CE 5.657 (5.228)] [KD 9.066 (8.872)] +2024-10-11 22:34:22,714 - Train: 1.41% [17650/1251000] [14.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002117] [CE 5.207 (5.214)] [KD 8.889 (8.941)] +2024-10-11 22:34:30,275 - Train: 1.41% [17700/1251000] [14.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.002123] [CE 4.836 (5.167)] [KD 8.695 (8.948)] +2024-10-11 22:34:38,028 - Train: 1.42% [17750/1251000] [14.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.002129] [CE 5.270 (5.244)] [KD 8.846 (8.963)] +2024-10-11 22:34:45,680 - Train: 1.42% [17800/1251000] [14.2/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.002135] [CE 5.004 (5.245)] [KD 8.844 (9.004)] +2024-10-11 22:34:53,201 - Train: 1.43% [17850/1251000] [14.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.002141] [CE 5.251 (5.179)] [KD 8.850 (8.866)] +2024-10-11 22:35:00,727 - Train: 1.43% [17900/1251000] [14.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002147] [CE 5.276 (5.218)] [KD 8.862 (8.906)] +2024-10-11 22:35:08,132 - Train: 1.43% [17950/1251000] [14.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.002153] [CE 5.348 (5.177)] [KD 8.844 (8.833)] +2024-10-11 22:35:15,657 - Train: 1.44% [18000/1251000] [14.4/1000.0] [batch_t 0.154 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.002159] [CE 5.585 (5.310)] [KD 9.036 (9.011)] +2024-10-11 22:35:23,150 - Train: 1.44% [18050/1251000] [14.4/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.002165] [CE 5.053 (5.269)] [KD 9.028 (8.922)] +2024-10-11 22:35:30,776 - Train: 1.45% [18100/1251000] [14.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002171] [CE 5.149 (5.240)] [KD 8.940 (8.983)] +2024-10-11 22:35:38,290 - Train: 1.45% [18150/1251000] [14.5/1000.0] [batch_t 0.154 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.002177] [CE 5.513 (5.204)] [KD 8.984 (8.872)] +2024-10-11 22:35:45,958 - Train: 1.45% [18200/1251000] [14.5/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.002183] [CE 5.306 (5.219)] [KD 8.654 (8.844)] +2024-10-11 22:35:53,366 - Train: 1.46% [18250/1251000] [14.6/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002189] [CE 5.553 (5.225)] [KD 8.869 (8.836)] +2024-10-11 22:36:00,982 - Train: 1.46% [18300/1251000] [14.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002195] [CE 5.379 (5.210)] [KD 9.256 (8.830)] +2024-10-11 22:36:08,377 - Train: 1.47% [18350/1251000] [14.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002201] [CE 5.354 (5.247)] [KD 8.358 (8.808)] +2024-10-11 22:36:16,017 - Train: 1.47% [18400/1251000] [14.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.002207] [CE 5.339 (5.252)] [KD 9.125 (8.966)] +2024-10-11 22:36:23,440 - Train: 1.47% [18450/1251000] [14.7/1000.0] [batch_t 0.153 (0.148)] [data_t 0.004] [optim_t 0.150] [lr 0.002213] [CE 5.431 (5.264)] [KD 8.687 (8.803)] +2024-10-11 22:36:30,956 - Train: 1.48% [18500/1251000] [14.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002219] [CE 5.487 (5.230)] [KD 8.883 (8.941)] +2024-10-11 22:36:38,476 - Train: 1.48% [18550/1251000] [14.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002225] [CE 5.116 (5.225)] [KD 8.999 (8.935)] +2024-10-11 22:36:46,102 - Train: 1.49% [18600/1251000] [14.9/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002231] [CE 4.943 (5.176)] [KD 8.833 (8.860)] +2024-10-11 22:36:53,854 - Train: 1.49% [18650/1251000] [14.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.009] [optim_t 0.141] [lr 0.002237] [CE 5.456 (5.191)] [KD 8.862 (8.822)] +2024-10-11 22:37:01,236 - Train: 1.49% [18700/1251000] [14.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002243] [CE 5.015 (5.243)] [KD 8.412 (8.832)] +2024-10-11 22:37:08,777 - Train: 1.50% [18750/1251000] [15.0/1000.0] [batch_t 0.272 (0.151)] [data_t 0.011] [optim_t 0.261] [lr 0.002249] [CE 4.881 (5.212)] [KD 8.527 (8.769)] +2024-10-11 22:37:16,563 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 24462] [top5_cnt 37262] [top_all 50000] +2024-10-11 22:37:16,563 - net: 48.924 (74.524) +2024-10-11 22:37:22,409 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 8155] [top5_cnt 17772] [top_all 50000] +2024-10-11 22:37:22,409 - net_E: 16.310 (35.544) +2024-10-11 22:37:22,634 - Max [top1: 48.924 (epoch: 15)] [top1-ema: 16.310 (epoch: 15)] +2024-10-11 22:37:22,634 - ==> Total time: 0:50:13 Eta: 2 days, 6:58:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 22:37:31,564 - Train: 1.50% [18800/1251000] [15.0/1000.0] [batch_t 0.147 (0.161)] [data_t 0.004] [optim_t 0.143] [lr 0.002255] [CE 5.108 (5.210)] [KD 9.362 (8.874)] +2024-10-11 22:37:39,155 - Train: 1.51% [18850/1251000] [15.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002261] [CE 5.016 (5.180)] [KD 8.847 (8.822)] +2024-10-11 22:37:46,666 - Train: 1.51% [18900/1251000] [15.1/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002267] [CE 5.246 (5.186)] [KD 8.928 (8.900)] +2024-10-11 22:37:54,300 - Train: 1.51% [18950/1251000] [15.1/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.002273] [CE 5.282 (5.235)] [KD 9.050 (8.875)] +2024-10-11 22:38:01,706 - Train: 1.52% [19000/1251000] [15.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002279] [CE 5.330 (5.211)] [KD 8.293 (8.766)] +2024-10-11 22:38:09,528 - Train: 1.52% [19050/1251000] [15.2/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.002285] [CE 5.017 (5.225)] [KD 8.875 (8.741)] +2024-10-11 22:38:16,939 - Train: 1.53% [19100/1251000] [15.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002291] [CE 5.206 (5.220)] [KD 8.657 (8.764)] +2024-10-11 22:38:24,579 - Train: 1.53% [19150/1251000] [15.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.002297] [CE 4.927 (5.167)] [KD 8.704 (8.909)] +2024-10-11 22:38:31,989 - Train: 1.53% [19200/1251000] [15.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.002303] [CE 4.873 (5.191)] [KD 8.563 (8.784)] +2024-10-11 22:38:39,490 - Train: 1.54% [19250/1251000] [15.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002309] [CE 4.996 (5.127)] [KD 8.432 (8.819)] +2024-10-11 22:38:47,143 - Train: 1.54% [19300/1251000] [15.4/1000.0] [batch_t 0.260 (0.153)] [data_t 0.003] [optim_t 0.257] [lr 0.002315] [CE 5.354 (5.218)] [KD 8.555 (8.729)] +2024-10-11 22:38:54,552 - Train: 1.55% [19350/1251000] [15.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002321] [CE 4.921 (5.232)] [KD 8.846 (8.846)] +2024-10-11 22:39:02,093 - Train: 1.55% [19400/1251000] [15.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002327] [CE 4.620 (5.185)] [KD 9.030 (8.645)] +2024-10-11 22:39:09,541 - Train: 1.55% [19450/1251000] [15.5/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002333] [CE 5.538 (5.217)] [KD 8.671 (8.738)] +2024-10-11 22:39:17,230 - Train: 1.56% [19500/1251000] [15.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002339] [CE 5.602 (5.257)] [KD 8.839 (8.681)] +2024-10-11 22:39:24,888 - Train: 1.56% [19550/1251000] [15.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002345] [CE 5.316 (5.238)] [KD 8.905 (8.797)] +2024-10-11 22:39:32,562 - Train: 1.57% [19600/1251000] [15.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.002351] [CE 5.132 (5.191)] [KD 8.780 (8.778)] +2024-10-11 22:39:39,987 - Train: 1.57% [19650/1251000] [15.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002357] [CE 5.525 (5.219)] [KD 9.133 (8.779)] +2024-10-11 22:39:47,393 - Train: 1.57% [19700/1251000] [15.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.139] [lr 0.002363] [CE 4.774 (5.155)] [KD 8.398 (8.587)] +2024-10-11 22:39:55,054 - Train: 1.58% [19750/1251000] [15.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002369] [CE 4.992 (5.207)] [KD 8.684 (8.550)] +2024-10-11 22:40:02,571 - Train: 1.58% [19800/1251000] [15.8/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.002375] [CE 5.261 (5.210)] [KD 8.391 (8.622)] +2024-10-11 22:40:09,976 - Train: 1.59% [19850/1251000] [15.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002381] [CE 5.364 (5.110)] [KD 8.635 (8.677)] +2024-10-11 22:40:17,578 - Train: 1.59% [19900/1251000] [15.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.007] [optim_t 0.140] [lr 0.002387] [CE 5.469 (5.210)] [KD 8.597 (8.772)] +2024-10-11 22:40:25,070 - Train: 1.59% [19950/1251000] [15.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.002] [optim_t 0.144] [lr 0.002393] [CE 5.029 (5.243)] [KD 8.663 (8.806)] +2024-10-11 22:40:32,586 - Train: 1.60% [20000/1251000] [16.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002399] [CE 4.992 (5.152)] [KD 8.648 (8.718)] +2024-10-11 22:40:34,843 - ==> Total time: 0:53:25 Eta: 2 days, 6:46:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 22:40:41,940 - Train: 1.60% [20050/1251000] [16.0/1000.0] [batch_t 0.145 (0.170)] [data_t 0.005] [optim_t 0.140] [lr 0.002405] [CE 4.909 (5.192)] [KD 8.312 (8.610)] +2024-10-11 22:40:49,436 - Train: 1.61% [20100/1251000] [16.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002411] [CE 4.967 (5.220)] [KD 8.392 (8.589)] +2024-10-11 22:40:56,805 - Train: 1.61% [20150/1251000] [16.1/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.002417] [CE 5.090 (5.156)] [KD 9.074 (8.694)] +2024-10-11 22:41:04,476 - Train: 1.61% [20200/1251000] [16.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002423] [CE 5.254 (5.296)] [KD 8.402 (8.700)] +2024-10-11 22:41:11,871 - Train: 1.62% [20250/1251000] [16.2/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.002429] [CE 5.127 (5.223)] [KD 8.691 (8.701)] +2024-10-11 22:41:19,511 - Train: 1.62% [20300/1251000] [16.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002434] [CE 5.379 (5.179)] [KD 8.754 (8.618)] +2024-10-11 22:41:27,038 - Train: 1.63% [20350/1251000] [16.3/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002440] [CE 5.467 (5.275)] [KD 8.560 (8.679)] +2024-10-11 22:41:34,597 - Train: 1.63% [20400/1251000] [16.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002446] [CE 5.349 (5.186)] [KD 8.661 (8.679)] +2024-10-11 22:41:42,270 - Train: 1.63% [20450/1251000] [16.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002452] [CE 5.175 (5.204)] [KD 8.350 (8.581)] +2024-10-11 22:41:49,763 - Train: 1.64% [20500/1251000] [16.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002458] [CE 5.004 (5.127)] [KD 8.857 (8.614)] +2024-10-11 22:41:57,257 - Train: 1.64% [20550/1251000] [16.4/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.002464] [CE 4.550 (5.250)] [KD 8.968 (8.688)] +2024-10-11 22:42:04,762 - Train: 1.65% [20600/1251000] [16.5/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.002470] [CE 5.320 (5.156)] [KD 8.713 (8.743)] +2024-10-11 22:42:12,244 - Train: 1.65% [20650/1251000] [16.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002476] [CE 5.206 (5.222)] [KD 8.538 (8.602)] +2024-10-11 22:42:19,746 - Train: 1.65% [20700/1251000] [16.5/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.002482] [CE 5.253 (5.241)] [KD 8.177 (8.718)] +2024-10-11 22:42:27,433 - Train: 1.66% [20750/1251000] [16.6/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.002488] [CE 5.353 (5.237)] [KD 9.154 (8.668)] +2024-10-11 22:42:34,787 - Train: 1.66% [20800/1251000] [16.6/1000.0] [batch_t 0.152 (0.147)] [data_t 0.003] [optim_t 0.149] [lr 0.002494] [CE 5.066 (5.192)] [KD 8.862 (8.783)] +2024-10-11 22:42:42,111 - Train: 1.67% [20850/1251000] [16.7/1000.0] [batch_t 0.147 (0.146)] [data_t 0.003] [optim_t 0.144] [lr 0.002500] [CE 5.464 (5.217)] [KD 8.233 (8.658)] +2024-10-11 22:42:49,722 - Train: 1.67% [20900/1251000] [16.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002506] [CE 4.841 (5.198)] [KD 8.768 (8.664)] +2024-10-11 22:42:57,334 - Train: 1.67% [20950/1251000] [16.7/1000.0] [batch_t 0.268 (0.152)] [data_t 0.003] [optim_t 0.265] [lr 0.002512] [CE 5.096 (5.181)] [KD 8.673 (8.704)] +2024-10-11 22:43:04,705 - Train: 1.68% [21000/1251000] [16.8/1000.0] [batch_t 0.147 (0.147)] [data_t 0.003] [optim_t 0.144] [lr 0.002518] [CE 5.065 (5.215)] [KD 8.205 (8.711)] +2024-10-11 22:43:12,284 - Train: 1.68% [21050/1251000] [16.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002524] [CE 5.483 (5.208)] [KD 8.705 (8.688)] +2024-10-11 22:43:19,669 - Train: 1.69% [21100/1251000] [16.9/1000.0] [batch_t 0.155 (0.148)] [data_t 0.005] [optim_t 0.150] [lr 0.002530] [CE 5.328 (5.203)] [KD 8.626 (8.596)] +2024-10-11 22:43:27,292 - Train: 1.69% [21150/1251000] [16.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002536] [CE 5.012 (5.220)] [KD 8.672 (8.759)] +2024-10-11 22:43:34,673 - Train: 1.69% [21200/1251000] [16.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.002542] [CE 5.320 (5.199)] [KD 8.533 (8.681)] +2024-10-11 22:43:42,188 - Train: 1.70% [21250/1251000] [17.0/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002548] [CE 5.163 (5.161)] [KD 8.535 (8.501)] +2024-10-11 22:43:44,588 - ==> Total time: 0:56:35 Eta: 2 days, 6:32:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 22:43:51,912 - Train: 1.70% [21300/1251000] [17.0/1000.0] [batch_t 0.146 (0.182)] [data_t 0.006] [optim_t 0.140] [lr 0.002554] [CE 4.792 (5.183)] [KD 8.435 (8.619)] +2024-10-11 22:43:59,403 - Train: 1.71% [21350/1251000] [17.1/1000.0] [batch_t 0.155 (0.150)] [data_t 0.006] [optim_t 0.150] [lr 0.002560] [CE 5.161 (5.159)] [KD 8.474 (8.588)] +2024-10-11 22:44:06,930 - Train: 1.71% [21400/1251000] [17.1/1000.0] [batch_t 0.265 (0.150)] [data_t 0.005] [optim_t 0.260] [lr 0.002566] [CE 4.958 (5.182)] [KD 8.584 (8.818)] +2024-10-11 22:44:14,305 - Train: 1.71% [21450/1251000] [17.1/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.002572] [CE 5.206 (5.211)] [KD 8.546 (8.612)] +2024-10-11 22:44:21,919 - Train: 1.72% [21500/1251000] [17.2/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.002578] [CE 5.120 (5.203)] [KD 8.867 (8.607)] +2024-10-11 22:44:29,275 - Train: 1.72% [21550/1251000] [17.2/1000.0] [batch_t 0.150 (0.147)] [data_t 0.006] [optim_t 0.144] [lr 0.002584] [CE 5.294 (5.127)] [KD 8.546 (8.523)] +2024-10-11 22:44:36,806 - Train: 1.73% [21600/1251000] [17.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002590] [CE 4.946 (5.226)] [KD 8.533 (8.567)] +2024-10-11 22:44:44,349 - Train: 1.73% [21650/1251000] [17.3/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.002596] [CE 4.983 (5.248)] [KD 8.557 (8.617)] +2024-10-11 22:44:52,027 - Train: 1.73% [21700/1251000] [17.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002602] [CE 5.107 (5.196)] [KD 8.330 (8.568)] +2024-10-11 22:44:59,609 - Train: 1.74% [21750/1251000] [17.4/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.002608] [CE 5.032 (5.136)] [KD 8.533 (8.511)] +2024-10-11 22:45:07,171 - Train: 1.74% [21800/1251000] [17.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.007] [optim_t 0.141] [lr 0.002614] [CE 5.453 (5.192)] [KD 8.920 (8.441)] +2024-10-11 22:45:14,574 - Train: 1.75% [21850/1251000] [17.5/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002620] [CE 5.386 (5.207)] [KD 8.628 (8.603)] +2024-10-11 22:45:21,995 - Train: 1.75% [21900/1251000] [17.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002626] [CE 5.248 (5.269)] [KD 8.638 (8.834)] +2024-10-11 22:45:29,703 - Train: 1.75% [21950/1251000] [17.5/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.002632] [CE 5.383 (5.173)] [KD 8.664 (8.520)] +2024-10-11 22:45:37,339 - Train: 1.76% [22000/1251000] [17.6/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.002638] [CE 5.506 (5.175)] [KD 8.625 (8.590)] +2024-10-11 22:45:44,869 - Train: 1.76% [22050/1251000] [17.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002644] [CE 5.085 (5.118)] [KD 8.253 (8.469)] +2024-10-11 22:45:52,380 - Train: 1.77% [22100/1251000] [17.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.002650] [CE 5.257 (5.200)] [KD 8.890 (8.563)] +2024-10-11 22:46:00,140 - Train: 1.77% [22150/1251000] [17.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.002656] [CE 5.590 (5.168)] [KD 8.136 (8.482)] +2024-10-11 22:46:07,609 - Train: 1.77% [22200/1251000] [17.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.006] [optim_t 0.139] [lr 0.002662] [CE 5.144 (5.199)] [KD 8.578 (8.466)] +2024-10-11 22:46:15,220 - Train: 1.78% [22250/1251000] [17.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002668] [CE 4.810 (5.204)] [KD 8.186 (8.542)] +2024-10-11 22:46:22,590 - Train: 1.78% [22300/1251000] [17.8/1000.0] [batch_t 0.153 (0.147)] [data_t 0.004] [optim_t 0.149] [lr 0.002674] [CE 5.335 (5.172)] [KD 8.557 (8.428)] +2024-10-11 22:46:30,055 - Train: 1.79% [22350/1251000] [17.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002680] [CE 4.964 (5.149)] [KD 8.568 (8.475)] +2024-10-11 22:46:37,741 - Train: 1.79% [22400/1251000] [17.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.002686] [CE 4.788 (5.243)] [KD 8.430 (8.550)] +2024-10-11 22:46:45,155 - Train: 1.79% [22450/1251000] [17.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002692] [CE 4.711 (5.157)] [KD 8.496 (8.505)] +2024-10-11 22:46:52,801 - Train: 1.80% [22500/1251000] [18.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.002698] [CE 5.076 (5.159)] [KD 8.306 (8.478)] +2024-10-11 22:46:55,359 - ==> Total time: 0:59:46 Eta: 2 days, 6:20:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 22:47:02,542 - Train: 1.80% [22550/1251000] [18.0/1000.0] [batch_t 0.148 (0.173)] [data_t 0.005] [optim_t 0.143] [lr 0.002704] [CE 4.790 (5.124)] [KD 8.622 (8.402)] +2024-10-11 22:47:10,062 - Train: 1.81% [22600/1251000] [18.1/1000.0] [batch_t 0.275 (0.150)] [data_t 0.005] [optim_t 0.270] [lr 0.002710] [CE 5.274 (5.180)] [KD 8.678 (8.520)] +2024-10-11 22:47:17,614 - Train: 1.81% [22650/1251000] [18.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002716] [CE 5.003 (5.175)] [KD 8.515 (8.347)] +2024-10-11 22:47:25,137 - Train: 1.81% [22700/1251000] [18.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002722] [CE 5.213 (5.112)] [KD 8.316 (8.450)] +2024-10-11 22:47:32,546 - Train: 1.82% [22750/1251000] [18.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002728] [CE 5.315 (5.192)] [KD 8.518 (8.499)] +2024-10-11 22:47:39,944 - Train: 1.82% [22800/1251000] [18.2/1000.0] [batch_t 0.154 (0.148)] [data_t 0.003] [optim_t 0.152] [lr 0.002734] [CE 5.563 (5.176)] [KD 8.644 (8.562)] +2024-10-11 22:47:47,699 - Train: 1.83% [22850/1251000] [18.3/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.002740] [CE 5.361 (5.179)] [KD 8.637 (8.579)] +2024-10-11 22:47:55,168 - Train: 1.83% [22900/1251000] [18.3/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002746] [CE 5.456 (5.191)] [KD 8.579 (8.386)] +2024-10-11 22:48:02,967 - Train: 1.83% [22950/1251000] [18.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.002752] [CE 5.369 (5.173)] [KD 8.916 (8.378)] +2024-10-11 22:48:10,401 - Train: 1.84% [23000/1251000] [18.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.007] [optim_t 0.140] [lr 0.002758] [CE 4.944 (5.193)] [KD 8.485 (8.533)] +2024-10-11 22:48:17,785 - Train: 1.84% [23050/1251000] [18.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002764] [CE 5.022 (5.126)] [KD 8.364 (8.435)] +2024-10-11 22:48:25,353 - Train: 1.85% [23100/1251000] [18.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.008] [optim_t 0.141] [lr 0.002770] [CE 5.302 (5.206)] [KD 8.206 (8.420)] +2024-10-11 22:48:32,742 - Train: 1.85% [23150/1251000] [18.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002776] [CE 4.967 (5.164)] [KD 8.220 (8.486)] +2024-10-11 22:48:40,277 - Train: 1.85% [23200/1251000] [18.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002782] [CE 5.247 (5.149)] [KD 8.255 (8.357)] +2024-10-11 22:48:48,025 - Train: 1.86% [23250/1251000] [18.6/1000.0] [batch_t 0.144 (0.155)] [data_t 0.004] [optim_t 0.140] [lr 0.002788] [CE 4.840 (5.090)] [KD 8.303 (8.475)] +2024-10-11 22:48:55,566 - Train: 1.86% [23300/1251000] [18.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002794] [CE 5.332 (5.171)] [KD 8.950 (8.420)] +2024-10-11 22:49:03,123 - Train: 1.87% [23350/1251000] [18.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002800] [CE 5.062 (5.131)] [KD 7.973 (8.423)] +2024-10-11 22:49:10,693 - Train: 1.87% [23400/1251000] [18.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002806] [CE 5.455 (5.130)] [KD 8.530 (8.435)] +2024-10-11 22:49:18,112 - Train: 1.87% [23450/1251000] [18.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.002812] [CE 5.050 (5.176)] [KD 8.809 (8.508)] +2024-10-11 22:49:25,649 - Train: 1.88% [23500/1251000] [18.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002818] [CE 4.905 (5.164)] [KD 8.884 (8.483)] +2024-10-11 22:49:33,198 - Train: 1.88% [23550/1251000] [18.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002824] [CE 5.142 (5.142)] [KD 8.383 (8.572)] +2024-10-11 22:49:40,721 - Train: 1.89% [23600/1251000] [18.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002830] [CE 5.102 (5.165)] [KD 8.146 (8.579)] +2024-10-11 22:49:48,119 - Train: 1.89% [23650/1251000] [18.9/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.139] [lr 0.002836] [CE 5.030 (5.131)] [KD 8.782 (8.436)] +2024-10-11 22:49:55,849 - Train: 1.89% [23700/1251000] [18.9/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.002842] [CE 4.757 (5.167)] [KD 8.446 (8.544)] +2024-10-11 22:50:03,209 - Train: 1.90% [23750/1251000] [19.0/1000.0] [batch_t 0.151 (0.147)] [data_t 0.006] [optim_t 0.145] [lr 0.002848] [CE 5.364 (5.105)] [KD 8.608 (8.339)] +2024-10-11 22:50:06,029 - ==> Total time: 1:02:57 Eta: 2 days, 6:10:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 22:50:13,166 - Train: 1.90% [23800/1251000] [19.0/1000.0] [batch_t 0.148 (0.163)] [data_t 0.007] [optim_t 0.141] [lr 0.002854] [CE 4.769 (5.048)] [KD 8.153 (8.385)] +2024-10-11 22:50:20,609 - Train: 1.91% [23850/1251000] [19.1/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002860] [CE 5.270 (5.194)] [KD 8.493 (8.336)] +2024-10-11 22:50:28,006 - Train: 1.91% [23900/1251000] [19.1/1000.0] [batch_t 0.155 (0.148)] [data_t 0.005] [optim_t 0.150] [lr 0.002866] [CE 4.887 (5.095)] [KD 8.392 (8.395)] +2024-10-11 22:50:35,576 - Train: 1.91% [23950/1251000] [19.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002872] [CE 4.989 (5.125)] [KD 8.026 (8.446)] +2024-10-11 22:50:43,215 - Train: 1.92% [24000/1251000] [19.2/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.139] [lr 0.002878] [CE 5.312 (5.099)] [KD 8.480 (8.390)] +2024-10-11 22:50:50,612 - Train: 1.92% [24050/1251000] [19.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002884] [CE 5.023 (5.192)] [KD 8.871 (8.554)] +2024-10-11 22:50:58,314 - Train: 1.93% [24100/1251000] [19.3/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.002890] [CE 5.692 (5.191)] [KD 8.735 (8.487)] +2024-10-11 22:51:05,806 - Train: 1.93% [24150/1251000] [19.3/1000.0] [batch_t 0.156 (0.150)] [data_t 0.005] [optim_t 0.151] [lr 0.002896] [CE 4.794 (5.156)] [KD 8.622 (8.367)] +2024-10-11 22:51:13,547 - Train: 1.93% [24200/1251000] [19.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.002902] [CE 5.135 (5.231)] [KD 8.770 (8.490)] +2024-10-11 22:51:21,137 - Train: 1.94% [24250/1251000] [19.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002908] [CE 5.201 (5.170)] [KD 8.406 (8.419)] +2024-10-11 22:51:28,603 - Train: 1.94% [24300/1251000] [19.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.139] [lr 0.002914] [CE 4.798 (5.177)] [KD 8.752 (8.457)] +2024-10-11 22:51:36,381 - Train: 1.95% [24350/1251000] [19.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.006] [optim_t 0.146] [lr 0.002920] [CE 5.189 (5.175)] [KD 8.145 (8.342)] +2024-10-11 22:51:43,804 - Train: 1.95% [24400/1251000] [19.5/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002926] [CE 5.519 (5.162)] [KD 8.493 (8.320)] +2024-10-11 22:51:51,268 - Train: 1.95% [24450/1251000] [19.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.139] [lr 0.002932] [CE 4.742 (5.049)] [KD 8.384 (8.355)] +2024-10-11 22:51:58,612 - Train: 1.96% [24500/1251000] [19.6/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.140] [lr 0.002938] [CE 4.917 (5.136)] [KD 8.301 (8.351)] +2024-10-11 22:52:06,240 - Train: 1.96% [24550/1251000] [19.6/1000.0] [batch_t 0.143 (0.152)] [data_t 0.004] [optim_t 0.139] [lr 0.002944] [CE 5.461 (5.116)] [KD 8.107 (8.316)] +2024-10-11 22:52:13,852 - Train: 1.97% [24600/1251000] [19.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.002950] [CE 5.081 (5.116)] [KD 8.110 (8.336)] +2024-10-11 22:52:21,342 - Train: 1.97% [24650/1251000] [19.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002956] [CE 5.502 (5.150)] [KD 8.534 (8.476)] +2024-10-11 22:52:28,741 - Train: 1.97% [24700/1251000] [19.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002962] [CE 5.167 (5.165)] [KD 8.339 (8.457)] +2024-10-11 22:52:36,262 - Train: 1.98% [24750/1251000] [19.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002968] [CE 5.293 (5.229)] [KD 8.627 (8.468)] +2024-10-11 22:52:43,771 - Train: 1.98% [24800/1251000] [19.8/1000.0] [batch_t 0.144 (0.150)] [data_t 0.006] [optim_t 0.138] [lr 0.002974] [CE 4.811 (5.117)] [KD 8.027 (8.386)] +2024-10-11 22:52:51,336 - Train: 1.99% [24850/1251000] [19.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002980] [CE 5.362 (5.192)] [KD 8.391 (8.418)] +2024-10-11 22:52:58,766 - Train: 1.99% [24900/1251000] [19.9/1000.0] [batch_t 0.153 (0.148)] [data_t 0.006] [optim_t 0.147] [lr 0.002986] [CE 5.117 (5.156)] [KD 8.359 (8.371)] +2024-10-11 22:53:06,376 - Train: 1.99% [24950/1251000] [19.9/1000.0] [batch_t 0.143 (0.152)] [data_t 0.003] [optim_t 0.140] [lr 0.002991] [CE 5.228 (5.112)] [KD 8.182 (8.291)] +2024-10-11 22:53:13,818 - Train: 2.00% [25000/1251000] [20.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.002997] [CE 5.185 (5.108)] [KD 8.423 (8.331)] +2024-10-11 22:53:22,468 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 25835] [top5_cnt 38340] [top_all 50000] +2024-10-11 22:53:22,468 - net: 51.670 (76.680) +2024-10-11 22:53:28,320 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 23151] [top5_cnt 35552] [top_all 50000] +2024-10-11 22:53:28,320 - net_E: 46.302 (71.104) +2024-10-11 22:53:28,510 - Max [top1: 51.670 (epoch: 20)] [top1-ema: 46.302 (epoch: 20)] +2024-10-11 22:53:28,510 - ==> Total time: 1:06:19 Eta: 2 days, 6:09:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 22:53:36,661 - Train: 2.00% [25050/1251000] [20.0/1000.0] [batch_t 0.150 (0.168)] [data_t 0.007] [optim_t 0.143] [lr 0.002997] [CE 5.413 (5.204)] [KD 8.547 (8.432)] +2024-10-11 22:53:44,164 - Train: 2.01% [25100/1251000] [20.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002997] [CE 5.211 (5.114)] [KD 8.426 (8.405)] +2024-10-11 22:53:51,610 - Train: 2.01% [25150/1251000] [20.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002997] [CE 5.691 (5.231)] [KD 8.769 (8.442)] +2024-10-11 22:53:59,499 - Train: 2.01% [25200/1251000] [20.1/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.002997] [CE 5.695 (5.164)] [KD 8.578 (8.422)] +2024-10-11 22:54:07,011 - Train: 2.02% [25250/1251000] [20.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002997] [CE 4.869 (5.168)] [KD 8.790 (8.375)] +2024-10-11 22:54:14,616 - Train: 2.02% [25300/1251000] [20.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002997] [CE 5.141 (5.132)] [KD 8.729 (8.305)] +2024-10-11 22:54:22,207 - Train: 2.03% [25350/1251000] [20.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002997] [CE 5.163 (5.094)] [KD 8.112 (8.280)] +2024-10-11 22:54:29,930 - Train: 2.03% [25400/1251000] [20.3/1000.0] [batch_t 0.143 (0.154)] [data_t 0.004] [optim_t 0.139] [lr 0.002997] [CE 5.334 (5.164)] [KD 8.479 (8.350)] +2024-10-11 22:54:37,602 - Train: 2.03% [25450/1251000] [20.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.002997] [CE 4.782 (5.181)] [KD 8.533 (8.454)] +2024-10-11 22:54:45,183 - Train: 2.04% [25500/1251000] [20.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002997] [CE 5.130 (5.162)] [KD 8.056 (8.291)] +2024-10-11 22:54:52,821 - Train: 2.04% [25550/1251000] [20.4/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.002997] [CE 5.337 (5.069)] [KD 8.382 (8.237)] +2024-10-11 22:55:00,702 - Train: 2.05% [25600/1251000] [20.5/1000.0] [batch_t 0.143 (0.157)] [data_t 0.005] [optim_t 0.138] [lr 0.002997] [CE 5.325 (5.137)] [KD 8.974 (8.335)] +2024-10-11 22:55:08,278 - Train: 2.05% [25650/1251000] [20.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002997] [CE 5.179 (5.129)] [KD 8.304 (8.395)] +2024-10-11 22:55:15,733 - Train: 2.05% [25700/1251000] [20.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002997] [CE 5.365 (5.114)] [KD 8.544 (8.269)] +2024-10-11 22:55:23,289 - Train: 2.06% [25750/1251000] [20.6/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.002997] [CE 5.043 (5.134)] [KD 8.534 (8.336)] +2024-10-11 22:55:30,825 - Train: 2.06% [25800/1251000] [20.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.008] [optim_t 0.143] [lr 0.002997] [CE 5.342 (5.226)] [KD 8.906 (8.349)] +2024-10-11 22:55:38,377 - Train: 2.07% [25850/1251000] [20.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002997] [CE 5.497 (5.199)] [KD 8.285 (8.462)] +2024-10-11 22:55:45,927 - Train: 2.07% [25900/1251000] [20.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002997] [CE 5.326 (5.142)] [KD 8.693 (8.307)] +2024-10-11 22:55:53,392 - Train: 2.07% [25950/1251000] [20.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002997] [CE 5.045 (5.159)] [KD 8.355 (8.384)] +2024-10-11 22:56:00,801 - Train: 2.08% [26000/1251000] [20.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.007] [optim_t 0.143] [lr 0.002997] [CE 4.988 (5.188)] [KD 7.995 (8.319)] +2024-10-11 22:56:08,683 - Train: 2.08% [26050/1251000] [20.8/1000.0] [batch_t 0.145 (0.158)] [data_t 0.003] [optim_t 0.142] [lr 0.002997] [CE 5.302 (5.207)] [KD 8.292 (8.497)] +2024-10-11 22:56:16,147 - Train: 2.09% [26100/1251000] [20.9/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.002997] [CE 4.937 (5.162)] [KD 7.792 (8.373)] +2024-10-11 22:56:23,837 - Train: 2.09% [26150/1251000] [20.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002997] [CE 4.885 (5.142)] [KD 8.079 (8.276)] +2024-10-11 22:56:31,384 - Train: 2.09% [26200/1251000] [20.9/1000.0] [batch_t 0.263 (0.151)] [data_t 0.004] [optim_t 0.259] [lr 0.002997] [CE 5.500 (5.151)] [KD 8.399 (8.238)] +2024-10-11 22:56:38,973 - Train: 2.10% [26250/1251000] [21.0/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002997] [CE 5.143 (5.081)] [KD 8.287 (8.268)] +2024-10-11 22:56:41,979 - ==> Total time: 1:09:33 Eta: 2 days, 6:02:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 22:56:48,319 - Train: 2.10% [26300/1251000] [21.0/1000.0] [batch_t 0.145 (0.166)] [data_t 0.003] [optim_t 0.142] [lr 0.002997] [CE 4.550 (5.042)] [KD 7.827 (7.996)] +2024-10-11 22:56:55,692 - Train: 2.11% [26350/1251000] [21.1/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.002997] [CE 4.659 (5.129)] [KD 7.798 (8.160)] +2024-10-11 22:57:03,270 - Train: 2.11% [26400/1251000] [21.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002997] [CE 5.570 (5.100)] [KD 8.304 (8.141)] +2024-10-11 22:57:11,183 - Train: 2.11% [26450/1251000] [21.1/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.002997] [CE 5.261 (5.200)] [KD 8.365 (8.242)] +2024-10-11 22:57:18,601 - Train: 2.12% [26500/1251000] [21.2/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002997] [CE 5.309 (5.133)] [KD 8.068 (8.291)] +2024-10-11 22:57:26,244 - Train: 2.12% [26550/1251000] [21.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002997] [CE 4.798 (5.169)] [KD 8.236 (8.144)] +2024-10-11 22:57:33,808 - Train: 2.13% [26600/1251000] [21.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002997] [CE 5.360 (5.136)] [KD 8.028 (8.279)] +2024-10-11 22:57:41,370 - Train: 2.13% [26650/1251000] [21.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002997] [CE 5.214 (5.110)] [KD 8.082 (8.115)] +2024-10-11 22:57:48,755 - Train: 2.13% [26700/1251000] [21.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002997] [CE 4.797 (5.163)] [KD 8.407 (8.204)] +2024-10-11 22:57:56,172 - Train: 2.14% [26750/1251000] [21.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002997] [CE 5.417 (5.114)] [KD 8.117 (8.140)] +2024-10-11 22:58:03,826 - Train: 2.14% [26800/1251000] [21.4/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.139] [lr 0.002997] [CE 5.480 (5.180)] [KD 8.202 (8.155)] +2024-10-11 22:58:11,758 - Train: 2.15% [26850/1251000] [21.5/1000.0] [batch_t 0.144 (0.159)] [data_t 0.004] [optim_t 0.140] [lr 0.002997] [CE 5.387 (5.158)] [KD 8.248 (8.128)] +2024-10-11 22:58:19,325 - Train: 2.15% [26900/1251000] [21.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002997] [CE 5.435 (5.152)] [KD 8.130 (8.075)] +2024-10-11 22:58:26,842 - Train: 2.15% [26950/1251000] [21.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.002997] [CE 5.093 (5.151)] [KD 8.256 (8.237)] +2024-10-11 22:58:34,362 - Train: 2.16% [27000/1251000] [21.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002997] [CE 5.635 (5.084)] [KD 8.375 (8.152)] +2024-10-11 22:58:41,888 - Train: 2.16% [27050/1251000] [21.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.002997] [CE 4.924 (5.174)] [KD 8.225 (8.215)] +2024-10-11 22:58:49,390 - Train: 2.17% [27100/1251000] [21.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002997] [CE 5.357 (5.138)] [KD 8.141 (8.135)] +2024-10-11 22:58:56,902 - Train: 2.17% [27150/1251000] [21.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.002997] [CE 4.866 (5.091)] [KD 7.937 (8.136)] +2024-10-11 22:59:04,329 - Train: 2.17% [27200/1251000] [21.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002997] [CE 5.424 (5.128)] [KD 8.453 (8.250)] +2024-10-11 22:59:12,007 - Train: 2.18% [27250/1251000] [21.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002997] [CE 5.020 (5.142)] [KD 8.351 (8.169)] +2024-10-11 22:59:19,795 - Train: 2.18% [27300/1251000] [21.8/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.002997] [CE 4.991 (5.109)] [KD 8.476 (8.145)] +2024-10-11 22:59:27,203 - Train: 2.19% [27350/1251000] [21.9/1000.0] [batch_t 0.157 (0.148)] [data_t 0.007] [optim_t 0.150] [lr 0.002996] [CE 5.324 (5.199)] [KD 8.444 (8.335)] +2024-10-11 22:59:34,707 - Train: 2.19% [27400/1251000] [21.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.002996] [CE 5.128 (5.169)] [KD 8.317 (8.101)] +2024-10-11 22:59:42,247 - Train: 2.19% [27450/1251000] [21.9/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.002996] [CE 5.225 (5.063)] [KD 8.191 (8.007)] +2024-10-11 22:59:49,796 - Train: 2.20% [27500/1251000] [22.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002996] [CE 4.500 (5.161)] [KD 8.067 (8.256)] +2024-10-11 22:59:52,934 - ==> Total time: 1:12:43 Eta: 2 days, 5:53:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 22:59:59,175 - Train: 2.20% [27550/1251000] [22.0/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.002996] [CE 4.924 (5.080)] [KD 8.389 (8.131)] +2024-10-11 23:00:06,717 - Train: 2.21% [27600/1251000] [22.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002996] [CE 4.982 (5.128)] [KD 8.140 (8.084)] +2024-10-11 23:00:14,468 - Train: 2.21% [27650/1251000] [22.1/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002996] [CE 5.184 (5.102)] [KD 7.744 (8.017)] +2024-10-11 23:00:22,062 - Train: 2.21% [27700/1251000] [22.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002996] [CE 5.349 (5.136)] [KD 8.163 (8.081)] +2024-10-11 23:00:29,766 - Train: 2.22% [27750/1251000] [22.2/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.002996] [CE 5.356 (5.154)] [KD 7.897 (8.137)] +2024-10-11 23:00:37,285 - Train: 2.22% [27800/1251000] [22.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002996] [CE 5.135 (5.139)] [KD 8.157 (8.145)] +2024-10-11 23:00:44,710 - Train: 2.23% [27850/1251000] [22.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002996] [CE 5.008 (5.153)] [KD 8.035 (8.239)] +2024-10-11 23:00:52,357 - Train: 2.23% [27900/1251000] [22.3/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.002996] [CE 5.425 (5.107)] [KD 7.832 (7.991)] +2024-10-11 23:00:59,898 - Train: 2.23% [27950/1251000] [22.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002996] [CE 5.063 (5.059)] [KD 7.745 (8.065)] +2024-10-11 23:01:07,303 - Train: 2.24% [28000/1251000] [22.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002996] [CE 4.744 (5.094)] [KD 7.896 (8.061)] +2024-10-11 23:01:14,803 - Train: 2.24% [28050/1251000] [22.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002996] [CE 5.227 (5.117)] [KD 8.633 (8.145)] +2024-10-11 23:01:22,342 - Train: 2.25% [28100/1251000] [22.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002996] [CE 4.891 (5.090)] [KD 8.397 (8.211)] +2024-10-11 23:01:30,009 - Train: 2.25% [28150/1251000] [22.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002996] [CE 4.991 (5.081)] [KD 7.933 (8.089)] +2024-10-11 23:01:37,491 - Train: 2.25% [28200/1251000] [22.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002996] [CE 5.036 (5.045)] [KD 7.724 (7.901)] +2024-10-11 23:01:45,115 - Train: 2.26% [28250/1251000] [22.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002996] [CE 5.116 (5.045)] [KD 8.404 (8.039)] +2024-10-11 23:01:52,637 - Train: 2.26% [28300/1251000] [22.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.007] [optim_t 0.139] [lr 0.002996] [CE 5.375 (5.174)] [KD 8.101 (8.159)] +2024-10-11 23:02:00,094 - Train: 2.27% [28350/1251000] [22.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002996] [CE 5.104 (5.113)] [KD 8.326 (8.031)] +2024-10-11 23:02:07,598 - Train: 2.27% [28400/1251000] [22.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002996] [CE 5.105 (5.086)] [KD 7.721 (7.981)] +2024-10-11 23:02:15,147 - Train: 2.27% [28450/1251000] [22.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002996] [CE 4.757 (5.066)] [KD 7.861 (7.901)] +2024-10-11 23:02:22,959 - Train: 2.28% [28500/1251000] [22.8/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.002996] [CE 5.253 (5.084)] [KD 7.864 (8.027)] +2024-10-11 23:02:30,457 - Train: 2.28% [28550/1251000] [22.8/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002996] [CE 5.188 (5.147)] [KD 8.445 (7.985)] +2024-10-11 23:02:38,157 - Train: 2.29% [28600/1251000] [22.9/1000.0] [batch_t 0.162 (0.154)] [data_t 0.004] [optim_t 0.158] [lr 0.002996] [CE 4.911 (5.069)] [KD 8.047 (8.057)] +2024-10-11 23:02:45,874 - Train: 2.29% [28650/1251000] [22.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.002996] [CE 5.286 (5.015)] [KD 7.985 (7.922)] +2024-10-11 23:02:53,397 - Train: 2.29% [28700/1251000] [22.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002996] [CE 5.121 (5.195)] [KD 7.745 (8.074)] +2024-10-11 23:03:01,006 - Train: 2.30% [28750/1251000] [23.0/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002996] [CE 5.083 (5.140)] [KD 8.058 (7.962)] +2024-10-11 23:03:04,442 - ==> Total time: 1:15:55 Eta: 2 days, 5:45:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 23:03:11,565 - Train: 2.30% [28800/1251000] [23.0/1000.0] [batch_t 0.146 (0.166)] [data_t 0.003] [optim_t 0.143] [lr 0.002996] [CE 5.208 (5.169)] [KD 8.453 (7.915)] +2024-10-11 23:03:19,111 - Train: 2.31% [28850/1251000] [23.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002996] [CE 5.227 (5.062)] [KD 7.919 (7.832)] +2024-10-11 23:03:26,534 - Train: 2.31% [28900/1251000] [23.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002996] [CE 4.941 (5.048)] [KD 7.764 (7.895)] +2024-10-11 23:03:34,110 - Train: 2.31% [28950/1251000] [23.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002996] [CE 4.865 (5.056)] [KD 7.971 (7.905)] +2024-10-11 23:03:41,888 - Train: 2.32% [29000/1251000] [23.2/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.140] [lr 0.002996] [CE 4.873 (5.149)] [KD 7.803 (8.006)] +2024-10-11 23:03:49,328 - Train: 2.32% [29050/1251000] [23.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002996] [CE 4.973 (5.097)] [KD 7.656 (7.933)] +2024-10-11 23:03:56,970 - Train: 2.33% [29100/1251000] [23.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.002996] [CE 5.253 (5.096)] [KD 8.189 (7.865)] +2024-10-11 23:04:04,914 - Train: 2.33% [29150/1251000] [23.3/1000.0] [batch_t 0.156 (0.159)] [data_t 0.005] [optim_t 0.151] [lr 0.002996] [CE 5.553 (5.128)] [KD 7.831 (7.932)] +2024-10-11 23:04:12,591 - Train: 2.33% [29200/1251000] [23.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002996] [CE 5.507 (5.065)] [KD 7.760 (7.921)] +2024-10-11 23:04:20,019 - Train: 2.34% [29250/1251000] [23.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.006] [optim_t 0.139] [lr 0.002996] [CE 5.143 (5.128)] [KD 8.111 (7.972)] +2024-10-11 23:04:27,537 - Train: 2.34% [29300/1251000] [23.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002996] [CE 5.226 (5.028)] [KD 7.909 (7.913)] +2024-10-11 23:04:35,019 - Train: 2.35% [29350/1251000] [23.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002996] [CE 5.086 (5.056)] [KD 7.987 (7.988)] +2024-10-11 23:04:42,645 - Train: 2.35% [29400/1251000] [23.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002996] [CE 4.886 (5.079)] [KD 8.390 (7.965)] +2024-10-11 23:04:50,227 - Train: 2.35% [29450/1251000] [23.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002996] [CE 4.620 (5.055)] [KD 7.642 (8.009)] +2024-10-11 23:04:57,784 - Train: 2.36% [29500/1251000] [23.6/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002996] [CE 5.484 (5.118)] [KD 8.034 (7.918)] +2024-10-11 23:05:05,307 - Train: 2.36% [29550/1251000] [23.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002996] [CE 5.136 (5.069)] [KD 7.941 (7.940)] +2024-10-11 23:05:12,901 - Train: 2.37% [29600/1251000] [23.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002996] [CE 5.269 (5.092)] [KD 7.732 (7.910)] +2024-10-11 23:05:20,400 - Train: 2.37% [29650/1251000] [23.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002996] [CE 5.151 (5.156)] [KD 7.987 (7.851)] +2024-10-11 23:05:27,807 - Train: 2.37% [29700/1251000] [23.7/1000.0] [batch_t 0.151 (0.148)] [data_t 0.006] [optim_t 0.146] [lr 0.002996] [CE 4.606 (5.086)] [KD 7.573 (7.764)] +2024-10-11 23:05:35,224 - Train: 2.38% [29750/1251000] [23.8/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002996] [CE 5.032 (5.010)] [KD 8.086 (7.804)] +2024-10-11 23:05:42,951 - Train: 2.38% [29800/1251000] [23.8/1000.0] [batch_t 0.144 (0.154)] [data_t 0.005] [optim_t 0.139] [lr 0.002996] [CE 5.362 (5.084)] [KD 8.071 (7.894)] +2024-10-11 23:05:50,761 - Train: 2.39% [29850/1251000] [23.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.002996] [CE 5.355 (5.098)] [KD 8.233 (7.902)] +2024-10-11 23:05:58,268 - Train: 2.39% [29900/1251000] [23.9/1000.0] [batch_t 0.157 (0.150)] [data_t 0.005] [optim_t 0.152] [lr 0.002996] [CE 5.425 (5.079)] [KD 8.275 (7.946)] +2024-10-11 23:06:05,739 - Train: 2.39% [29950/1251000] [23.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002996] [CE 5.418 (5.121)] [KD 8.001 (8.042)] +2024-10-11 23:06:13,600 - Train: 2.40% [30000/1251000] [24.0/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.002996] [CE 5.327 (5.152)] [KD 8.121 (8.018)] +2024-10-11 23:06:17,088 - ==> Total time: 1:19:08 Eta: 2 days, 5:38:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 23:06:23,147 - Train: 2.40% [30050/1251000] [24.0/1000.0] [batch_t 0.144 (0.173)] [data_t 0.006] [optim_t 0.138] [lr 0.002996] [CE 5.600 (5.122)] [KD 7.643 (7.819)] +2024-10-11 23:06:30,513 - Train: 2.41% [30100/1251000] [24.1/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.002996] [CE 4.766 (5.056)] [KD 7.655 (7.843)] +2024-10-11 23:06:37,910 - Train: 2.41% [30150/1251000] [24.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002996] [CE 5.083 (5.098)] [KD 8.244 (7.853)] +2024-10-11 23:06:45,537 - Train: 2.41% [30200/1251000] [24.1/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.002996] [CE 4.638 (5.070)] [KD 7.875 (7.823)] +2024-10-11 23:06:53,329 - Train: 2.42% [30250/1251000] [24.2/1000.0] [batch_t 0.144 (0.156)] [data_t 0.005] [optim_t 0.139] [lr 0.002996] [CE 5.346 (5.107)] [KD 7.775 (7.911)] +2024-10-11 23:07:00,865 - Train: 2.42% [30300/1251000] [24.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002996] [CE 5.169 (5.041)] [KD 7.652 (7.880)] +2024-10-11 23:07:08,480 - Train: 2.43% [30350/1251000] [24.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002996] [CE 4.799 (5.040)] [KD 7.637 (7.860)] +2024-10-11 23:07:15,913 - Train: 2.43% [30400/1251000] [24.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.002996] [CE 4.819 (5.073)] [KD 7.780 (7.862)] +2024-10-11 23:07:23,370 - Train: 2.43% [30450/1251000] [24.3/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002996] [CE 5.378 (5.127)] [KD 7.815 (7.761)] +2024-10-11 23:07:31,131 - Train: 2.44% [30500/1251000] [24.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.002996] [CE 4.833 (5.110)] [KD 7.951 (7.886)] +2024-10-11 23:07:38,640 - Train: 2.44% [30550/1251000] [24.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002996] [CE 5.150 (5.150)] [KD 7.989 (7.918)] +2024-10-11 23:07:46,275 - Train: 2.45% [30600/1251000] [24.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002996] [CE 5.246 (5.107)] [KD 8.263 (7.908)] +2024-10-11 23:07:53,793 - Train: 2.45% [30650/1251000] [24.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002996] [CE 5.585 (5.078)] [KD 7.931 (7.897)] +2024-10-11 23:08:01,336 - Train: 2.45% [30700/1251000] [24.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002996] [CE 4.893 (5.082)] [KD 7.712 (7.807)] +2024-10-11 23:08:09,029 - Train: 2.46% [30750/1251000] [24.6/1000.0] [batch_t 0.144 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.002996] [CE 5.234 (5.083)] [KD 7.852 (7.840)] +2024-10-11 23:08:16,615 - Train: 2.46% [30800/1251000] [24.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002996] [CE 4.841 (5.074)] [KD 8.085 (7.884)] +2024-10-11 23:08:24,217 - Train: 2.47% [30850/1251000] [24.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002996] [CE 5.109 (5.114)] [KD 8.177 (7.878)] +2024-10-11 23:08:31,789 - Train: 2.47% [30900/1251000] [24.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002996] [CE 5.238 (5.056)] [KD 7.846 (7.838)] +2024-10-11 23:08:39,170 - Train: 2.47% [30950/1251000] [24.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002996] [CE 4.912 (5.053)] [KD 7.528 (7.745)] +2024-10-11 23:08:46,685 - Train: 2.48% [31000/1251000] [24.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.002996] [CE 4.897 (5.145)] [KD 7.513 (7.819)] +2024-10-11 23:08:54,247 - Train: 2.48% [31050/1251000] [24.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002995] [CE 4.737 (5.075)] [KD 7.569 (7.676)] +2024-10-11 23:09:02,114 - Train: 2.49% [31100/1251000] [24.9/1000.0] [batch_t 0.147 (0.157)] [data_t 0.006] [optim_t 0.141] [lr 0.002995] [CE 4.943 (5.080)] [KD 7.984 (7.764)] +2024-10-11 23:09:09,689 - Train: 2.49% [31150/1251000] [24.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002995] [CE 5.385 (5.132)] [KD 7.858 (7.872)] +2024-10-11 23:09:17,144 - Train: 2.49% [31200/1251000] [24.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.002995] [CE 4.958 (5.087)] [KD 7.884 (7.832)] +2024-10-11 23:09:24,677 - Train: 2.50% [31250/1251000] [25.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002995] [CE 5.148 (5.138)] [KD 8.323 (7.989)] +2024-10-11 23:09:33,944 - Test (net): 100.00% [50/50] [batch_t 0.030 (0.105)] [top1_cnt 27011] [top5_cnt 39278] [top_all 50000] +2024-10-11 23:09:33,944 - net: 54.022 (78.556) +2024-10-11 23:09:39,906 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 28403] [top5_cnt 40268] [top_all 50000] +2024-10-11 23:09:39,906 - net_E: 56.806 (80.536) +2024-10-11 23:09:40,035 - Max [top1: 54.022 (epoch: 25)] [top1-ema: 56.806 (epoch: 25)] +2024-10-11 23:09:40,035 - ==> Total time: 1:22:31 Eta: 2 days, 5:38:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 23:09:47,614 - Train: 2.50% [31300/1251000] [25.0/1000.0] [batch_t 0.146 (0.164)] [data_t 0.005] [optim_t 0.141] [lr 0.002995] [CE 5.152 (5.063)] [KD 7.687 (8.011)] +2024-10-11 23:09:55,219 - Train: 2.51% [31350/1251000] [25.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002995] [CE 4.927 (5.097)] [KD 7.821 (7.822)] +2024-10-11 23:10:02,774 - Train: 2.51% [31400/1251000] [25.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002995] [CE 4.963 (5.048)] [KD 7.649 (7.694)] +2024-10-11 23:10:10,410 - Train: 2.51% [31450/1251000] [25.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002995] [CE 4.487 (5.120)] [KD 8.068 (7.745)] +2024-10-11 23:10:18,089 - Train: 2.52% [31500/1251000] [25.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002995] [CE 5.031 (5.020)] [KD 7.566 (7.730)] +2024-10-11 23:10:25,511 - Train: 2.52% [31550/1251000] [25.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.002995] [CE 5.025 (5.057)] [KD 7.756 (7.726)] +2024-10-11 23:10:32,948 - Train: 2.53% [31600/1251000] [25.3/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002995] [CE 5.421 (5.084)] [KD 7.916 (7.723)] +2024-10-11 23:10:40,334 - Train: 2.53% [31650/1251000] [25.3/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.002995] [CE 5.188 (5.091)] [KD 7.736 (7.700)] +2024-10-11 23:10:47,878 - Train: 2.53% [31700/1251000] [25.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002995] [CE 4.810 (5.071)] [KD 7.455 (7.777)] +2024-10-11 23:10:55,496 - Train: 2.54% [31750/1251000] [25.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002995] [CE 5.252 (5.031)] [KD 7.759 (7.737)] +2024-10-11 23:11:03,344 - Train: 2.54% [31800/1251000] [25.4/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.002995] [CE 5.018 (5.005)] [KD 7.833 (7.744)] +2024-10-11 23:11:10,742 - Train: 2.55% [31850/1251000] [25.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002995] [CE 4.775 (5.047)] [KD 7.799 (7.839)] +2024-10-11 23:11:18,226 - Train: 2.55% [31900/1251000] [25.5/1000.0] [batch_t 0.255 (0.150)] [data_t 0.006] [optim_t 0.249] [lr 0.002995] [CE 5.520 (5.069)] [KD 7.536 (7.895)] +2024-10-11 23:11:25,605 - Train: 2.55% [31950/1251000] [25.5/1000.0] [batch_t 0.143 (0.147)] [data_t 0.003] [optim_t 0.140] [lr 0.002995] [CE 4.529 (5.011)] [KD 7.463 (7.689)] +2024-10-11 23:11:33,099 - Train: 2.56% [32000/1251000] [25.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.002995] [CE 5.173 (5.067)] [KD 7.972 (7.751)] +2024-10-11 23:11:40,480 - Train: 2.56% [32050/1251000] [25.6/1000.0] [batch_t 0.151 (0.148)] [data_t 0.008] [optim_t 0.143] [lr 0.002995] [CE 5.456 (5.087)] [KD 7.925 (7.756)] +2024-10-11 23:11:48,073 - Train: 2.57% [32100/1251000] [25.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.002995] [CE 4.597 (5.096)] [KD 7.630 (7.722)] +2024-10-11 23:11:55,475 - Train: 2.57% [32150/1251000] [25.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002995] [CE 4.790 (5.099)] [KD 7.990 (7.826)] +2024-10-11 23:12:03,142 - Train: 2.57% [32200/1251000] [25.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002995] [CE 4.861 (5.058)] [KD 7.875 (7.705)] +2024-10-11 23:12:10,741 - Train: 2.58% [32250/1251000] [25.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002995] [CE 4.870 (4.998)] [KD 7.688 (7.637)] +2024-10-11 23:12:18,267 - Train: 2.58% [32300/1251000] [25.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002995] [CE 4.728 (5.026)] [KD 8.022 (7.692)] +2024-10-11 23:12:26,038 - Train: 2.59% [32350/1251000] [25.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002995] [CE 4.662 (5.055)] [KD 7.864 (7.760)] +2024-10-11 23:12:33,465 - Train: 2.59% [32400/1251000] [25.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002995] [CE 5.148 (5.108)] [KD 7.959 (7.826)] +2024-10-11 23:12:40,891 - Train: 2.59% [32450/1251000] [25.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002995] [CE 5.337 (5.091)] [KD 7.909 (7.792)] +2024-10-11 23:12:48,307 - Train: 2.60% [32500/1251000] [26.0/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002995] [CE 5.258 (5.058)] [KD 7.817 (7.721)] +2024-10-11 23:12:52,227 - ==> Total time: 1:25:43 Eta: 2 days, 5:31:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 23:12:57,836 - Train: 2.60% [32550/1251000] [26.0/1000.0] [batch_t 0.159 (0.168)] [data_t 0.005] [optim_t 0.155] [lr 0.002995] [CE 4.949 (5.128)] [KD 7.881 (7.695)] +2024-10-11 23:13:05,473 - Train: 2.61% [32600/1251000] [26.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002995] [CE 5.219 (5.046)] [KD 7.723 (7.747)] +2024-10-11 23:13:13,192 - Train: 2.61% [32650/1251000] [26.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002995] [CE 5.274 (5.028)] [KD 7.658 (7.660)] +2024-10-11 23:13:20,805 - Train: 2.61% [32700/1251000] [26.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.002995] [CE 5.169 (5.089)] [KD 7.769 (7.587)] +2024-10-11 23:13:28,280 - Train: 2.62% [32750/1251000] [26.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002995] [CE 4.932 (5.050)] [KD 7.643 (7.783)] +2024-10-11 23:13:35,597 - Train: 2.62% [32800/1251000] [26.2/1000.0] [batch_t 0.145 (0.146)] [data_t 0.004] [optim_t 0.141] [lr 0.002995] [CE 5.107 (5.055)] [KD 7.740 (7.710)] +2024-10-11 23:13:43,043 - Train: 2.63% [32850/1251000] [26.3/1000.0] [batch_t 0.246 (0.149)] [data_t 0.004] [optim_t 0.243] [lr 0.002995] [CE 5.242 (5.010)] [KD 7.817 (7.679)] +2024-10-11 23:13:50,645 - Train: 2.63% [32900/1251000] [26.3/1000.0] [batch_t 0.143 (0.152)] [data_t 0.003] [optim_t 0.139] [lr 0.002995] [CE 5.374 (5.090)] [KD 7.894 (7.703)] +2024-10-11 23:13:58,072 - Train: 2.63% [32950/1251000] [26.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002995] [CE 4.948 (5.044)] [KD 7.242 (7.641)] +2024-10-11 23:14:05,509 - Train: 2.64% [33000/1251000] [26.4/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002995] [CE 5.052 (5.094)] [KD 7.621 (7.712)] +2024-10-11 23:14:13,191 - Train: 2.64% [33050/1251000] [26.4/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.002995] [CE 5.215 (5.112)] [KD 7.562 (7.721)] +2024-10-11 23:14:20,584 - Train: 2.65% [33100/1251000] [26.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.002995] [CE 4.624 (5.043)] [KD 7.510 (7.716)] +2024-10-11 23:14:28,078 - Train: 2.65% [33150/1251000] [26.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002995] [CE 5.109 (5.048)] [KD 7.473 (7.686)] +2024-10-11 23:14:35,682 - Train: 2.65% [33200/1251000] [26.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002995] [CE 5.182 (5.082)] [KD 7.790 (7.652)] +2024-10-11 23:14:43,098 - Train: 2.66% [33250/1251000] [26.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.002995] [CE 5.206 (5.116)] [KD 8.081 (7.696)] +2024-10-11 23:14:50,596 - Train: 2.66% [33300/1251000] [26.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002995] [CE 4.491 (5.079)] [KD 7.315 (7.644)] +2024-10-11 23:14:58,057 - Train: 2.67% [33350/1251000] [26.7/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.002995] [CE 5.467 (5.043)] [KD 7.839 (7.684)] +2024-10-11 23:15:05,464 - Train: 2.67% [33400/1251000] [26.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002995] [CE 5.157 (4.986)] [KD 7.978 (7.591)] +2024-10-11 23:15:12,971 - Train: 2.67% [33450/1251000] [26.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.002995] [CE 5.251 (5.072)] [KD 7.499 (7.610)] +2024-10-11 23:15:20,693 - Train: 2.68% [33500/1251000] [26.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002995] [CE 4.846 (5.037)] [KD 7.337 (7.539)] +2024-10-11 23:15:28,172 - Train: 2.68% [33550/1251000] [26.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002995] [CE 4.766 (5.069)] [KD 7.735 (7.676)] +2024-10-11 23:15:35,647 - Train: 2.69% [33600/1251000] [26.9/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.002995] [CE 4.916 (5.051)] [KD 7.557 (7.723)] +2024-10-11 23:15:42,969 - Train: 2.69% [33650/1251000] [26.9/1000.0] [batch_t 0.148 (0.146)] [data_t 0.004] [optim_t 0.144] [lr 0.002995] [CE 5.483 (5.089)] [KD 7.865 (7.705)] +2024-10-11 23:15:50,372 - Train: 2.69% [33700/1251000] [26.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002995] [CE 5.050 (5.031)] [KD 7.871 (7.664)] +2024-10-11 23:15:58,081 - Train: 2.70% [33750/1251000] [27.0/1000.0] [batch_t 0.144 (0.154)] [data_t 0.003] [optim_t 0.141] [lr 0.002995] [CE 5.126 (5.034)] [KD 8.347 (7.675)] +2024-10-11 23:16:01,943 - ==> Total time: 1:28:52 Eta: 2 days, 5:23:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 23:16:09,572 - Train: 2.70% [33800/1251000] [27.0/1000.0] [batch_t 0.148 (0.167)] [data_t 0.007] [optim_t 0.141] [lr 0.002995] [CE 4.728 (4.962)] [KD 7.910 (7.558)] +2024-10-11 23:16:17,239 - Train: 2.71% [33850/1251000] [27.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002995] [CE 5.449 (5.059)] [KD 7.842 (7.677)] +2024-10-11 23:16:24,785 - Train: 2.71% [33900/1251000] [27.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002995] [CE 5.112 (5.045)] [KD 7.482 (7.568)] +2024-10-11 23:16:32,338 - Train: 2.71% [33950/1251000] [27.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.002995] [CE 5.430 (5.035)] [KD 7.840 (7.686)] +2024-10-11 23:16:39,734 - Train: 2.72% [34000/1251000] [27.2/1000.0] [batch_t 0.154 (0.148)] [data_t 0.005] [optim_t 0.149] [lr 0.002995] [CE 4.916 (5.077)] [KD 7.737 (7.674)] +2024-10-11 23:16:47,240 - Train: 2.72% [34050/1251000] [27.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002995] [CE 5.114 (5.047)] [KD 7.667 (7.632)] +2024-10-11 23:16:54,761 - Train: 2.73% [34100/1251000] [27.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002995] [CE 5.037 (5.043)] [KD 8.195 (7.618)] +2024-10-11 23:17:02,481 - Train: 2.73% [34150/1251000] [27.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.002995] [CE 5.377 (5.013)] [KD 7.839 (7.721)] +2024-10-11 23:17:09,933 - Train: 2.73% [34200/1251000] [27.3/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002995] [CE 5.439 (5.109)] [KD 7.875 (7.706)] +2024-10-11 23:17:17,574 - Train: 2.74% [34250/1251000] [27.4/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.140] [lr 0.002995] [CE 5.083 (5.069)] [KD 7.772 (7.656)] +2024-10-11 23:17:25,178 - Train: 2.74% [34300/1251000] [27.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002994] [CE 5.287 (5.021)] [KD 7.764 (7.518)] +2024-10-11 23:17:32,790 - Train: 2.75% [34350/1251000] [27.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.002994] [CE 5.148 (5.048)] [KD 7.669 (7.571)] +2024-10-11 23:17:40,245 - Train: 2.75% [34400/1251000] [27.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002994] [CE 5.084 (5.064)] [KD 8.420 (7.696)] +2024-10-11 23:17:47,775 - Train: 2.75% [34450/1251000] [27.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002994] [CE 5.138 (5.054)] [KD 7.777 (7.738)] +2024-10-11 23:17:55,375 - Train: 2.76% [34500/1251000] [27.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002994] [CE 5.002 (5.006)] [KD 7.630 (7.513)] +2024-10-11 23:18:02,884 - Train: 2.76% [34550/1251000] [27.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002994] [CE 4.967 (4.970)] [KD 7.719 (7.576)] +2024-10-11 23:18:10,625 - Train: 2.77% [34600/1251000] [27.7/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.002994] [CE 4.573 (5.074)] [KD 7.327 (7.575)] +2024-10-11 23:18:18,065 - Train: 2.77% [34650/1251000] [27.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.002994] [CE 4.846 (5.019)] [KD 7.447 (7.466)] +2024-10-11 23:18:25,568 - Train: 2.77% [34700/1251000] [27.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002994] [CE 4.519 (5.052)] [KD 7.176 (7.626)] +2024-10-11 23:18:33,087 - Train: 2.78% [34750/1251000] [27.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002994] [CE 5.146 (5.007)] [KD 7.875 (7.646)] +2024-10-11 23:18:40,763 - Train: 2.78% [34800/1251000] [27.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.002994] [CE 4.972 (5.044)] [KD 7.540 (7.630)] +2024-10-11 23:18:48,184 - Train: 2.79% [34850/1251000] [27.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002994] [CE 4.450 (5.104)] [KD 7.496 (7.516)] +2024-10-11 23:18:56,016 - Train: 2.79% [34900/1251000] [27.9/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.002994] [CE 4.850 (5.018)] [KD 7.574 (7.727)] +2024-10-11 23:19:03,479 - Train: 2.79% [34950/1251000] [27.9/1000.0] [batch_t 0.159 (0.149)] [data_t 0.006] [optim_t 0.153] [lr 0.002994] [CE 5.102 (5.038)] [KD 7.922 (7.688)] +2024-10-11 23:19:10,986 - Train: 2.80% [35000/1251000] [28.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002994] [CE 4.944 (5.092)] [KD 7.756 (7.783)] +2024-10-11 23:19:15,019 - ==> Total time: 1:32:06 Eta: 2 days, 5:17:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 23:19:20,574 - Train: 2.80% [35050/1251000] [28.0/1000.0] [batch_t 0.152 (0.169)] [data_t 0.005] [optim_t 0.146] [lr 0.002994] [CE 5.243 (4.966)] [KD 7.777 (7.567)] +2024-10-11 23:19:28,186 - Train: 2.81% [35100/1251000] [28.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002994] [CE 4.734 (5.018)] [KD 7.604 (7.509)] +2024-10-11 23:19:35,685 - Train: 2.81% [35150/1251000] [28.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002994] [CE 4.443 (4.982)] [KD 7.325 (7.548)] +2024-10-11 23:19:43,435 - Train: 2.81% [35200/1251000] [28.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.002994] [CE 5.179 (4.977)] [KD 7.354 (7.568)] +2024-10-11 23:19:50,801 - Train: 2.82% [35250/1251000] [28.2/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.002994] [CE 4.784 (4.986)] [KD 7.625 (7.711)] +2024-10-11 23:19:58,199 - Train: 2.82% [35300/1251000] [28.2/1000.0] [batch_t 0.151 (0.148)] [data_t 0.003] [optim_t 0.148] [lr 0.002994] [CE 5.136 (5.080)] [KD 7.963 (7.642)] +2024-10-11 23:20:05,593 - Train: 2.83% [35350/1251000] [28.3/1000.0] [batch_t 0.143 (0.148)] [data_t 0.005] [optim_t 0.138] [lr 0.002994] [CE 5.009 (5.058)] [KD 7.427 (7.730)] +2024-10-11 23:20:13,198 - Train: 2.83% [35400/1251000] [28.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002994] [CE 4.698 (4.996)] [KD 7.649 (7.635)] +2024-10-11 23:20:20,536 - Train: 2.83% [35450/1251000] [28.3/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.002994] [CE 4.905 (5.057)] [KD 7.777 (7.692)] +2024-10-11 23:20:28,369 - Train: 2.84% [35500/1251000] [28.4/1000.0] [batch_t 0.145 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.002994] [CE 5.555 (5.067)] [KD 7.630 (7.520)] +2024-10-11 23:20:35,943 - Train: 2.84% [35550/1251000] [28.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002994] [CE 4.442 (5.095)] [KD 7.433 (7.633)] +2024-10-11 23:20:43,291 - Train: 2.85% [35600/1251000] [28.5/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.140] [lr 0.002994] [CE 4.628 (5.053)] [KD 7.479 (7.699)] +2024-10-11 23:20:50,660 - Train: 2.85% [35650/1251000] [28.5/1000.0] [batch_t 0.144 (0.147)] [data_t 0.004] [optim_t 0.140] [lr 0.002994] [CE 5.011 (4.960)] [KD 7.719 (7.458)] +2024-10-11 23:20:58,045 - Train: 2.85% [35700/1251000] [28.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002994] [CE 4.937 (5.024)] [KD 7.537 (7.643)] +2024-10-11 23:21:05,453 - Train: 2.86% [35750/1251000] [28.6/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.002994] [CE 4.839 (5.017)] [KD 7.487 (7.503)] +2024-10-11 23:21:13,303 - Train: 2.86% [35800/1251000] [28.6/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.002994] [CE 5.381 (5.055)] [KD 7.442 (7.560)] +2024-10-11 23:21:20,919 - Train: 2.87% [35850/1251000] [28.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002994] [CE 5.207 (5.047)] [KD 7.903 (7.635)] +2024-10-11 23:21:28,391 - Train: 2.87% [35900/1251000] [28.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002994] [CE 4.973 (4.971)] [KD 7.324 (7.525)] +2024-10-11 23:21:35,852 - Train: 2.87% [35950/1251000] [28.7/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.002994] [CE 5.127 (5.033)] [KD 7.734 (7.645)] +2024-10-11 23:21:43,262 - Train: 2.88% [36000/1251000] [28.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.003] [optim_t 0.147] [lr 0.002994] [CE 5.380 (5.029)] [KD 7.547 (7.459)] +2024-10-11 23:21:50,782 - Train: 2.88% [36050/1251000] [28.8/1000.0] [batch_t 0.155 (0.150)] [data_t 0.003] [optim_t 0.152] [lr 0.002994] [CE 4.852 (5.035)] [KD 7.504 (7.521)] +2024-10-11 23:21:58,411 - Train: 2.89% [36100/1251000] [28.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.008] [optim_t 0.142] [lr 0.002994] [CE 5.168 (5.031)] [KD 7.505 (7.580)] +2024-10-11 23:22:05,920 - Train: 2.89% [36150/1251000] [28.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002994] [CE 4.912 (5.012)] [KD 8.039 (7.586)] +2024-10-11 23:22:13,326 - Train: 2.89% [36200/1251000] [28.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.006] [optim_t 0.145] [lr 0.002994] [CE 4.935 (5.036)] [KD 7.559 (7.605)] +2024-10-11 23:22:20,955 - Train: 2.90% [36250/1251000] [29.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002994] [CE 4.687 (5.071)] [KD 7.230 (7.614)] +2024-10-11 23:22:25,155 - ==> Total time: 1:35:16 Eta: 2 days, 5:09:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 23:22:30,434 - Train: 2.90% [36300/1251000] [29.0/1000.0] [batch_t 0.152 (0.176)] [data_t 0.003] [optim_t 0.149] [lr 0.002994] [CE 4.797 (5.016)] [KD 7.197 (7.590)] +2024-10-11 23:22:38,069 - Train: 2.91% [36350/1251000] [29.1/1000.0] [batch_t 0.282 (0.153)] [data_t 0.004] [optim_t 0.278] [lr 0.002994] [CE 4.857 (5.052)] [KD 7.644 (7.498)] +2024-10-11 23:22:45,478 - Train: 2.91% [36400/1251000] [29.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.139] [lr 0.002994] [CE 5.231 (5.027)] [KD 7.424 (7.451)] +2024-10-11 23:22:53,286 - Train: 2.91% [36450/1251000] [29.1/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.002994] [CE 4.880 (5.046)] [KD 7.465 (7.489)] +2024-10-11 23:23:00,725 - Train: 2.92% [36500/1251000] [29.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002994] [CE 5.510 (5.054)] [KD 7.806 (7.486)] +2024-10-11 23:23:08,347 - Train: 2.92% [36550/1251000] [29.2/1000.0] [batch_t 0.164 (0.152)] [data_t 0.006] [optim_t 0.158] [lr 0.002994] [CE 5.179 (5.033)] [KD 7.287 (7.443)] +2024-10-11 23:23:15,777 - Train: 2.93% [36600/1251000] [29.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002994] [CE 5.260 (5.077)] [KD 7.728 (7.716)] +2024-10-11 23:23:23,406 - Train: 2.93% [36650/1251000] [29.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002994] [CE 4.940 (5.069)] [KD 7.721 (7.604)] +2024-10-11 23:23:30,836 - Train: 2.93% [36700/1251000] [29.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002994] [CE 4.760 (5.017)] [KD 7.280 (7.520)] +2024-10-11 23:23:38,635 - Train: 2.94% [36750/1251000] [29.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.002994] [CE 4.855 (5.053)] [KD 7.496 (7.431)] +2024-10-11 23:23:46,175 - Train: 2.94% [36800/1251000] [29.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002994] [CE 5.505 (4.919)] [KD 7.761 (7.387)] +2024-10-11 23:23:53,998 - Train: 2.95% [36850/1251000] [29.5/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.002994] [CE 4.786 (4.964)] [KD 7.826 (7.515)] +2024-10-11 23:24:01,621 - Train: 2.95% [36900/1251000] [29.5/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.002994] [CE 4.506 (5.046)] [KD 7.324 (7.587)] +2024-10-11 23:24:09,164 - Train: 2.95% [36950/1251000] [29.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002994] [CE 4.886 (5.006)] [KD 8.061 (7.559)] +2024-10-11 23:24:16,624 - Train: 2.96% [37000/1251000] [29.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.002994] [CE 5.389 (5.054)] [KD 7.386 (7.612)] +2024-10-11 23:24:24,259 - Train: 2.96% [37050/1251000] [29.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002994] [CE 4.853 (5.011)] [KD 7.764 (7.456)] +2024-10-11 23:24:31,881 - Train: 2.97% [37100/1251000] [29.7/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.002994] [CE 5.001 (5.050)] [KD 7.452 (7.549)] +2024-10-11 23:24:39,397 - Train: 2.97% [37150/1251000] [29.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002994] [CE 4.634 (5.014)] [KD 7.466 (7.567)] +2024-10-11 23:24:47,005 - Train: 2.97% [37200/1251000] [29.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.002994] [CE 5.283 (5.011)] [KD 7.519 (7.488)] +2024-10-11 23:24:54,384 - Train: 2.98% [37250/1251000] [29.8/1000.0] [batch_t 0.148 (0.147)] [data_t 0.003] [optim_t 0.144] [lr 0.002994] [CE 5.211 (5.013)] [KD 7.742 (7.549)] +2024-10-11 23:25:02,109 - Train: 2.98% [37300/1251000] [29.8/1000.0] [batch_t 0.273 (0.154)] [data_t 0.004] [optim_t 0.270] [lr 0.002993] [CE 5.680 (5.078)] [KD 7.875 (7.478)] +2024-10-11 23:25:09,535 - Train: 2.99% [37350/1251000] [29.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.002993] [CE 5.333 (5.062)] [KD 7.858 (7.489)] +2024-10-11 23:25:17,073 - Train: 2.99% [37400/1251000] [29.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002993] [CE 4.899 (5.005)] [KD 7.463 (7.479)] +2024-10-11 23:25:24,495 - Train: 2.99% [37450/1251000] [29.9/1000.0] [batch_t 0.143 (0.148)] [data_t 0.003] [optim_t 0.140] [lr 0.002993] [CE 5.414 (5.031)] [KD 7.562 (7.496)] +2024-10-11 23:25:32,123 - Train: 3.00% [37500/1251000] [30.0/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002993] [CE 4.802 (5.034)] [KD 7.547 (7.549)] +2024-10-11 23:25:42,111 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 28030] [top5_cnt 40128] [top_all 50000] +2024-10-11 23:25:42,111 - net: 56.060 (80.256) +2024-10-11 23:25:48,124 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 30448] [top5_cnt 41722] [top_all 50000] +2024-10-11 23:25:48,125 - net_E: 60.896 (83.444) +2024-10-11 23:25:48,242 - Max [top1: 56.060 (epoch: 30)] [top1-ema: 60.896 (epoch: 30)] +2024-10-11 23:25:48,242 - ==> Total time: 1:38:39 Eta: 2 days, 5:09:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 23:25:55,257 - Train: 3.00% [37550/1251000] [30.0/1000.0] [batch_t 0.149 (0.169)] [data_t 0.003] [optim_t 0.145] [lr 0.002993] [CE 4.918 (5.015)] [KD 7.580 (7.523)] +2024-10-11 23:26:03,050 - Train: 3.01% [37600/1251000] [30.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.002993] [CE 5.234 (5.013)] [KD 7.333 (7.383)] +2024-10-11 23:26:11,031 - Train: 3.01% [37650/1251000] [30.1/1000.0] [batch_t 0.145 (0.159)] [data_t 0.004] [optim_t 0.142] [lr 0.002993] [CE 4.776 (5.039)] [KD 7.318 (7.469)] +2024-10-11 23:26:18,570 - Train: 3.01% [37700/1251000] [30.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002993] [CE 4.819 (5.011)] [KD 7.070 (7.381)] +2024-10-11 23:26:26,155 - Train: 3.02% [37750/1251000] [30.2/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.002993] [CE 5.564 (5.047)] [KD 7.538 (7.357)] +2024-10-11 23:26:33,607 - Train: 3.02% [37800/1251000] [30.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.002993] [CE 5.160 (5.009)] [KD 7.558 (7.439)] +2024-10-11 23:26:41,062 - Train: 3.03% [37850/1251000] [30.3/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002993] [CE 4.957 (5.055)] [KD 7.751 (7.596)] +2024-10-11 23:26:48,592 - Train: 3.03% [37900/1251000] [30.3/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.002993] [CE 5.174 (5.075)] [KD 7.381 (7.523)] +2024-10-11 23:26:56,457 - Train: 3.03% [37950/1251000] [30.3/1000.0] [batch_t 0.145 (0.157)] [data_t 0.003] [optim_t 0.142] [lr 0.002993] [CE 5.287 (5.018)] [KD 7.403 (7.485)] +2024-10-11 23:27:04,102 - Train: 3.04% [38000/1251000] [30.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002993] [CE 5.127 (4.982)] [KD 7.162 (7.348)] +2024-10-11 23:27:12,031 - Train: 3.04% [38050/1251000] [30.4/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.002993] [CE 4.737 (5.019)] [KD 7.363 (7.486)] +2024-10-11 23:27:19,488 - Train: 3.05% [38100/1251000] [30.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002993] [CE 5.140 (5.049)] [KD 7.559 (7.527)] +2024-10-11 23:27:27,046 - Train: 3.05% [38150/1251000] [30.5/1000.0] [batch_t 0.162 (0.151)] [data_t 0.003] [optim_t 0.159] [lr 0.002993] [CE 5.139 (4.965)] [KD 7.658 (7.480)] +2024-10-11 23:27:34,500 - Train: 3.05% [38200/1251000] [30.5/1000.0] [batch_t 0.151 (0.149)] [data_t 0.007] [optim_t 0.143] [lr 0.002993] [CE 5.479 (5.061)] [KD 7.586 (7.492)] +2024-10-11 23:27:41,954 - Train: 3.06% [38250/1251000] [30.6/1000.0] [batch_t 0.158 (0.149)] [data_t 0.004] [optim_t 0.154] [lr 0.002993] [CE 4.781 (5.058)] [KD 7.227 (7.425)] +2024-10-11 23:27:49,564 - Train: 3.06% [38300/1251000] [30.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002993] [CE 4.998 (5.018)] [KD 7.701 (7.464)] +2024-10-11 23:27:57,257 - Train: 3.07% [38350/1251000] [30.7/1000.0] [batch_t 0.159 (0.154)] [data_t 0.004] [optim_t 0.155] [lr 0.002993] [CE 4.644 (4.988)] [KD 6.930 (7.466)] +2024-10-11 23:28:05,045 - Train: 3.07% [38400/1251000] [30.7/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.002993] [CE 5.178 (5.039)] [KD 7.741 (7.528)] +2024-10-11 23:28:12,720 - Train: 3.07% [38450/1251000] [30.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002993] [CE 4.873 (5.039)] [KD 7.500 (7.532)] +2024-10-11 23:28:20,323 - Train: 3.08% [38500/1251000] [30.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002993] [CE 5.383 (4.957)] [KD 7.391 (7.378)] +2024-10-11 23:28:27,809 - Train: 3.08% [38550/1251000] [30.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002993] [CE 4.629 (4.975)] [KD 7.708 (7.393)] +2024-10-11 23:28:35,388 - Train: 3.09% [38600/1251000] [30.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002993] [CE 4.686 (5.025)] [KD 7.565 (7.519)] +2024-10-11 23:28:42,863 - Train: 3.09% [38650/1251000] [30.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002993] [CE 5.145 (5.071)] [KD 7.502 (7.521)] +2024-10-11 23:28:50,443 - Train: 3.09% [38700/1251000] [30.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002993] [CE 4.503 (4.994)] [KD 7.335 (7.532)] +2024-10-11 23:28:57,897 - Train: 3.10% [38750/1251000] [31.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002993] [CE 4.958 (5.068)] [KD 6.826 (7.468)] +2024-10-11 23:29:02,773 - ==> Total time: 1:41:53 Eta: 2 days, 5:05:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 23:29:10,656 - Train: 3.10% [38800/1251000] [31.0/1000.0] [batch_t 0.148 (0.174)] [data_t 0.003] [optim_t 0.145] [lr 0.002993] [CE 4.845 (5.026)] [KD 7.182 (7.358)] +2024-10-11 23:29:18,449 - Train: 3.11% [38850/1251000] [31.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.002993] [CE 5.026 (5.017)] [KD 7.519 (7.520)] +2024-10-11 23:29:26,318 - Train: 3.11% [38900/1251000] [31.1/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.002993] [CE 4.823 (5.106)] [KD 7.458 (7.563)] +2024-10-11 23:29:33,849 - Train: 3.11% [38950/1251000] [31.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.002993] [CE 5.227 (4.977)] [KD 7.465 (7.407)] +2024-10-11 23:29:41,269 - Train: 3.12% [39000/1251000] [31.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002993] [CE 5.273 (5.035)] [KD 7.909 (7.543)] +2024-10-11 23:29:48,861 - Train: 3.12% [39050/1251000] [31.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.002993] [CE 4.995 (5.012)] [KD 7.240 (7.315)] +2024-10-11 23:29:56,461 - Train: 3.13% [39100/1251000] [31.3/1000.0] [batch_t 0.158 (0.152)] [data_t 0.003] [optim_t 0.155] [lr 0.002993] [CE 4.775 (5.082)] [KD 7.805 (7.467)] +2024-10-11 23:30:04,086 - Train: 3.13% [39150/1251000] [31.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002993] [CE 4.681 (4.987)] [KD 7.455 (7.443)] +2024-10-11 23:30:11,783 - Train: 3.13% [39200/1251000] [31.3/1000.0] [batch_t 0.166 (0.154)] [data_t 0.004] [optim_t 0.162] [lr 0.002993] [CE 4.680 (5.007)] [KD 7.407 (7.408)] +2024-10-11 23:30:19,407 - Train: 3.14% [39250/1251000] [31.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002993] [CE 4.883 (5.013)] [KD 8.090 (7.404)] +2024-10-11 23:30:27,272 - Train: 3.14% [39300/1251000] [31.4/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.002993] [CE 5.057 (5.080)] [KD 7.813 (7.556)] +2024-10-11 23:30:34,887 - Train: 3.15% [39350/1251000] [31.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002993] [CE 5.232 (5.008)] [KD 7.111 (7.439)] +2024-10-11 23:30:42,454 - Train: 3.15% [39400/1251000] [31.5/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002993] [CE 5.282 (4.979)] [KD 7.545 (7.427)] +2024-10-11 23:30:49,940 - Train: 3.15% [39450/1251000] [31.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.002993] [CE 5.202 (5.087)] [KD 7.439 (7.631)] +2024-10-11 23:30:57,466 - Train: 3.16% [39500/1251000] [31.6/1000.0] [batch_t 0.159 (0.150)] [data_t 0.005] [optim_t 0.154] [lr 0.002993] [CE 4.831 (5.122)] [KD 7.113 (7.453)] +2024-10-11 23:31:05,203 - Train: 3.16% [39550/1251000] [31.6/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.002993] [CE 4.419 (5.025)] [KD 7.003 (7.579)] +2024-10-11 23:31:12,655 - Train: 3.17% [39600/1251000] [31.7/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.150] [lr 0.002993] [CE 5.221 (5.144)] [KD 7.347 (7.518)] +2024-10-11 23:31:20,374 - Train: 3.17% [39650/1251000] [31.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.002993] [CE 5.115 (5.020)] [KD 7.144 (7.469)] +2024-10-11 23:31:28,168 - Train: 3.17% [39700/1251000] [31.7/1000.0] [batch_t 0.145 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.002993] [CE 5.410 (4.964)] [KD 7.673 (7.556)] +2024-10-11 23:31:35,862 - Train: 3.18% [39750/1251000] [31.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002993] [CE 5.048 (5.023)] [KD 7.157 (7.443)] +2024-10-11 23:31:43,294 - Train: 3.18% [39800/1251000] [31.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002993] [CE 4.553 (5.019)] [KD 7.664 (7.531)] +2024-10-11 23:31:50,746 - Train: 3.19% [39850/1251000] [31.9/1000.0] [batch_t 0.153 (0.149)] [data_t 0.006] [optim_t 0.147] [lr 0.002993] [CE 5.104 (5.021)] [KD 7.337 (7.464)] +2024-10-11 23:31:58,243 - Train: 3.19% [39900/1251000] [31.9/1000.0] [batch_t 0.143 (0.150)] [data_t 0.003] [optim_t 0.140] [lr 0.002993] [CE 4.830 (4.936)] [KD 6.859 (7.352)] +2024-10-11 23:32:05,753 - Train: 3.19% [39950/1251000] [31.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002993] [CE 5.415 (5.032)] [KD 7.294 (7.475)] +2024-10-11 23:32:13,429 - Train: 3.20% [40000/1251000] [32.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002993] [CE 4.918 (5.039)] [KD 7.124 (7.555)] +2024-10-11 23:32:18,147 - ==> Total time: 1:45:09 Eta: 2 days, 5:00:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 23:32:22,752 - Train: 3.20% [40050/1251000] [32.0/1000.0] [batch_t 0.146 (0.176)] [data_t 0.005] [optim_t 0.142] [lr 0.002992] [CE 4.664 (4.966)] [KD 7.349 (7.479)] +2024-10-11 23:32:30,425 - Train: 3.21% [40100/1251000] [32.1/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.002992] [CE 4.215 (4.978)] [KD 7.183 (7.406)] +2024-10-11 23:32:38,003 - Train: 3.21% [40150/1251000] [32.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002992] [CE 4.886 (4.982)] [KD 7.120 (7.373)] +2024-10-11 23:32:45,405 - Train: 3.21% [40200/1251000] [32.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002992] [CE 4.941 (4.950)] [KD 7.178 (7.412)] +2024-10-11 23:32:52,995 - Train: 3.22% [40250/1251000] [32.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002992] [CE 5.345 (5.044)] [KD 7.170 (7.402)] +2024-10-11 23:33:00,723 - Train: 3.22% [40300/1251000] [32.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002992] [CE 5.005 (4.932)] [KD 7.632 (7.381)] +2024-10-11 23:33:08,439 - Train: 3.23% [40350/1251000] [32.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002992] [CE 4.852 (5.005)] [KD 7.272 (7.403)] +2024-10-11 23:33:15,787 - Train: 3.23% [40400/1251000] [32.3/1000.0] [batch_t 0.148 (0.147)] [data_t 0.008] [optim_t 0.140] [lr 0.002992] [CE 5.372 (4.996)] [KD 7.544 (7.500)] +2024-10-11 23:33:23,130 - Train: 3.23% [40450/1251000] [32.3/1000.0] [batch_t 0.153 (0.147)] [data_t 0.004] [optim_t 0.149] [lr 0.002992] [CE 4.890 (5.078)] [KD 7.466 (7.444)] +2024-10-11 23:33:30,494 - Train: 3.24% [40500/1251000] [32.4/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.002992] [CE 5.005 (4.988)] [KD 7.954 (7.510)] +2024-10-11 23:33:38,228 - Train: 3.24% [40550/1251000] [32.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002992] [CE 5.095 (5.011)] [KD 7.731 (7.461)] +2024-10-11 23:33:45,926 - Train: 3.25% [40600/1251000] [32.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002992] [CE 5.437 (5.050)] [KD 7.655 (7.447)] +2024-10-11 23:33:53,407 - Train: 3.25% [40650/1251000] [32.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.002992] [CE 5.291 (5.031)] [KD 7.480 (7.418)] +2024-10-11 23:34:00,894 - Train: 3.25% [40700/1251000] [32.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002992] [CE 5.095 (5.055)] [KD 7.556 (7.496)] +2024-10-11 23:34:08,316 - Train: 3.26% [40750/1251000] [32.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002992] [CE 4.632 (5.009)] [KD 7.199 (7.367)] +2024-10-11 23:34:15,678 - Train: 3.26% [40800/1251000] [32.6/1000.0] [batch_t 0.150 (0.147)] [data_t 0.007] [optim_t 0.143] [lr 0.002992] [CE 4.641 (5.034)] [KD 7.111 (7.375)] +2024-10-11 23:34:23,218 - Train: 3.27% [40850/1251000] [32.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002992] [CE 4.978 (5.029)] [KD 7.568 (7.346)] +2024-10-11 23:34:30,781 - Train: 3.27% [40900/1251000] [32.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002992] [CE 5.037 (4.994)] [KD 7.424 (7.310)] +2024-10-11 23:34:38,445 - Train: 3.27% [40950/1251000] [32.7/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.002992] [CE 4.984 (5.061)] [KD 7.855 (7.374)] +2024-10-11 23:34:46,064 - Train: 3.28% [41000/1251000] [32.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002992] [CE 4.506 (4.950)] [KD 7.214 (7.496)] +2024-10-11 23:34:53,500 - Train: 3.28% [41050/1251000] [32.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002992] [CE 5.169 (5.078)] [KD 7.470 (7.472)] +2024-10-11 23:35:01,017 - Train: 3.29% [41100/1251000] [32.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002992] [CE 4.866 (5.004)] [KD 7.202 (7.477)] +2024-10-11 23:35:08,425 - Train: 3.29% [41150/1251000] [32.9/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.139] [lr 0.002992] [CE 5.499 (5.076)] [KD 7.545 (7.516)] +2024-10-11 23:35:15,858 - Train: 3.29% [41200/1251000] [32.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002992] [CE 5.355 (5.066)] [KD 7.415 (7.482)] +2024-10-11 23:35:23,311 - Train: 3.30% [41250/1251000] [33.0/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002992] [CE 4.816 (5.034)] [KD 7.430 (7.364)] +2024-10-11 23:35:28,164 - ==> Total time: 1:48:19 Eta: 2 days, 4:54:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 23:35:32,572 - Train: 3.30% [41300/1251000] [33.0/1000.0] [batch_t 0.148 (0.180)] [data_t 0.005] [optim_t 0.142] [lr 0.002992] [CE 4.963 (4.942)] [KD 7.169 (7.349)] +2024-10-11 23:35:40,277 - Train: 3.31% [41350/1251000] [33.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.002992] [CE 4.954 (5.026)] [KD 7.340 (7.273)] +2024-10-11 23:35:47,578 - Train: 3.31% [41400/1251000] [33.1/1000.0] [batch_t 0.144 (0.146)] [data_t 0.005] [optim_t 0.139] [lr 0.002992] [CE 4.703 (5.067)] [KD 7.358 (7.395)] +2024-10-11 23:35:55,121 - Train: 3.31% [41450/1251000] [33.1/1000.0] [batch_t 0.139 (0.151)] [data_t 0.003] [optim_t 0.136] [lr 0.002992] [CE 4.836 (4.957)] [KD 7.063 (7.395)] +2024-10-11 23:36:02,636 - Train: 3.32% [41500/1251000] [33.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002992] [CE 4.970 (4.938)] [KD 7.597 (7.304)] +2024-10-11 23:36:10,219 - Train: 3.32% [41550/1251000] [33.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.002992] [CE 5.508 (4.943)] [KD 7.440 (7.381)] +2024-10-11 23:36:17,644 - Train: 3.33% [41600/1251000] [33.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002992] [CE 4.668 (5.019)] [KD 7.287 (7.404)] +2024-10-11 23:36:25,435 - Train: 3.33% [41650/1251000] [33.3/1000.0] [batch_t 0.145 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.002992] [CE 4.374 (5.023)] [KD 7.621 (7.356)] +2024-10-11 23:36:33,364 - Train: 3.33% [41700/1251000] [33.3/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.002992] [CE 5.123 (5.034)] [KD 7.487 (7.371)] +2024-10-11 23:36:41,046 - Train: 3.34% [41750/1251000] [33.4/1000.0] [batch_t 0.138 (0.154)] [data_t 0.005] [optim_t 0.133] [lr 0.002992] [CE 5.040 (5.038)] [KD 7.559 (7.445)] +2024-10-11 23:36:48,618 - Train: 3.34% [41800/1251000] [33.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002992] [CE 5.383 (5.113)] [KD 7.978 (7.498)] +2024-10-11 23:36:56,037 - Train: 3.35% [41850/1251000] [33.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002992] [CE 5.469 (5.040)] [KD 7.414 (7.557)] +2024-10-11 23:37:03,691 - Train: 3.35% [41900/1251000] [33.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.002992] [CE 5.295 (4.961)] [KD 7.639 (7.351)] +2024-10-11 23:37:11,206 - Train: 3.35% [41950/1251000] [33.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002992] [CE 4.991 (5.055)] [KD 7.915 (7.477)] +2024-10-11 23:37:18,711 - Train: 3.36% [42000/1251000] [33.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002992] [CE 5.285 (5.003)] [KD 7.488 (7.333)] +2024-10-11 23:37:26,352 - Train: 3.36% [42050/1251000] [33.6/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.139] [lr 0.002992] [CE 4.120 (4.995)] [KD 7.343 (7.310)] +2024-10-11 23:37:33,817 - Train: 3.37% [42100/1251000] [33.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002992] [CE 4.909 (4.945)] [KD 7.362 (7.271)] +2024-10-11 23:37:41,366 - Train: 3.37% [42150/1251000] [33.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.002992] [CE 5.025 (5.007)] [KD 7.181 (7.318)] +2024-10-11 23:37:49,058 - Train: 3.37% [42200/1251000] [33.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002992] [CE 5.402 (5.070)] [KD 7.650 (7.456)] +2024-10-11 23:37:56,486 - Train: 3.38% [42250/1251000] [33.8/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.002992] [CE 4.963 (4.978)] [KD 7.187 (7.365)] +2024-10-11 23:38:03,991 - Train: 3.38% [42300/1251000] [33.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002992] [CE 5.055 (5.026)] [KD 7.564 (7.366)] +2024-10-11 23:38:11,643 - Train: 3.39% [42350/1251000] [33.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.002992] [CE 4.650 (4.992)] [KD 7.065 (7.382)] +2024-10-11 23:38:19,236 - Train: 3.39% [42400/1251000] [33.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002992] [CE 4.910 (5.023)] [KD 7.569 (7.493)] +2024-10-11 23:38:26,764 - Train: 3.39% [42450/1251000] [33.9/1000.0] [batch_t 0.284 (0.150)] [data_t 0.004] [optim_t 0.280] [lr 0.002992] [CE 5.178 (4.931)] [KD 7.183 (7.361)] +2024-10-11 23:38:34,478 - Train: 3.40% [42500/1251000] [34.0/1000.0] [batch_t 0.143 (0.154)] [data_t 0.004] [optim_t 0.139] [lr 0.002992] [CE 5.256 (5.014)] [KD 7.409 (7.393)] +2024-10-11 23:38:39,435 - ==> Total time: 1:51:30 Eta: 2 days, 4:48:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 23:38:43,927 - Train: 3.40% [42550/1251000] [34.0/1000.0] [batch_t 0.149 (0.189)] [data_t 0.006] [optim_t 0.143] [lr 0.002992] [CE 5.253 (5.129)] [KD 7.433 (7.429)] +2024-10-11 23:38:51,434 - Train: 3.41% [42600/1251000] [34.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.002992] [CE 4.684 (4.962)] [KD 6.992 (7.296)] +2024-10-11 23:38:59,035 - Train: 3.41% [42650/1251000] [34.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002991] [CE 4.982 (5.006)] [KD 7.028 (7.377)] +2024-10-11 23:39:06,499 - Train: 3.41% [42700/1251000] [34.1/1000.0] [batch_t 0.157 (0.149)] [data_t 0.005] [optim_t 0.152] [lr 0.002991] [CE 5.139 (5.014)] [KD 7.645 (7.370)] +2024-10-11 23:39:14,218 - Train: 3.42% [42750/1251000] [34.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002991] [CE 4.597 (4.981)] [KD 7.423 (7.268)] +2024-10-11 23:39:21,978 - Train: 3.42% [42800/1251000] [34.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.002991] [CE 4.868 (5.040)] [KD 7.260 (7.425)] +2024-10-11 23:39:29,531 - Train: 3.43% [42850/1251000] [34.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002991] [CE 5.077 (5.044)] [KD 7.562 (7.382)] +2024-10-11 23:39:37,153 - Train: 3.43% [42900/1251000] [34.3/1000.0] [batch_t 0.154 (0.152)] [data_t 0.006] [optim_t 0.148] [lr 0.002991] [CE 4.574 (5.019)] [KD 7.186 (7.390)] +2024-10-11 23:39:44,633 - Train: 3.43% [42950/1251000] [34.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002991] [CE 4.738 (4.972)] [KD 7.604 (7.343)] +2024-10-11 23:39:52,260 - Train: 3.44% [43000/1251000] [34.4/1000.0] [batch_t 0.161 (0.152)] [data_t 0.003] [optim_t 0.158] [lr 0.002991] [CE 4.629 (5.012)] [KD 7.262 (7.309)] +2024-10-11 23:40:00,094 - Train: 3.44% [43050/1251000] [34.4/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.002991] [CE 5.010 (5.038)] [KD 7.662 (7.449)] +2024-10-11 23:40:07,536 - Train: 3.45% [43100/1251000] [34.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002991] [CE 5.142 (5.039)] [KD 7.316 (7.475)] +2024-10-11 23:40:15,179 - Train: 3.45% [43150/1251000] [34.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.002991] [CE 4.728 (5.018)] [KD 7.656 (7.470)] +2024-10-11 23:40:22,704 - Train: 3.45% [43200/1251000] [34.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002991] [CE 4.993 (4.998)] [KD 7.296 (7.346)] +2024-10-11 23:40:30,111 - Train: 3.46% [43250/1251000] [34.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002991] [CE 5.234 (5.013)] [KD 7.287 (7.350)] +2024-10-11 23:40:37,813 - Train: 3.46% [43300/1251000] [34.6/1000.0] [batch_t 0.143 (0.154)] [data_t 0.003] [optim_t 0.140] [lr 0.002991] [CE 4.827 (5.014)] [KD 7.303 (7.407)] +2024-10-11 23:40:45,379 - Train: 3.47% [43350/1251000] [34.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002991] [CE 4.972 (4.962)] [KD 7.474 (7.438)] +2024-10-11 23:40:52,917 - Train: 3.47% [43400/1251000] [34.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.002991] [CE 4.933 (4.978)] [KD 7.265 (7.357)] +2024-10-11 23:41:00,488 - Train: 3.47% [43450/1251000] [34.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002991] [CE 5.210 (5.071)] [KD 7.441 (7.431)] +2024-10-11 23:41:08,150 - Train: 3.48% [43500/1251000] [34.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.002991] [CE 5.050 (5.052)] [KD 8.151 (7.436)] +2024-10-11 23:41:15,731 - Train: 3.48% [43550/1251000] [34.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.002991] [CE 4.859 (4.949)] [KD 7.565 (7.485)] +2024-10-11 23:41:23,289 - Train: 3.49% [43600/1251000] [34.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002991] [CE 4.583 (4.970)] [KD 7.171 (7.383)] +2024-10-11 23:41:30,831 - Train: 3.49% [43650/1251000] [34.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002991] [CE 4.915 (5.001)] [KD 7.007 (7.293)] +2024-10-11 23:41:38,382 - Train: 3.49% [43700/1251000] [34.9/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.002991] [CE 5.313 (4.961)] [KD 7.331 (7.381)] +2024-10-11 23:41:46,246 - Train: 3.50% [43750/1251000] [35.0/1000.0] [batch_t 0.147 (0.157)] [data_t 0.006] [optim_t 0.141] [lr 0.002991] [CE 5.203 (4.990)] [KD 7.345 (7.277)] +2024-10-11 23:41:57,074 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 28598] [top5_cnt 40514] [top_all 50000] +2024-10-11 23:41:57,074 - net: 57.196 (81.028) +2024-10-11 23:42:02,916 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 31386] [top5_cnt 42348] [top_all 50000] +2024-10-11 23:42:02,916 - net_E: 62.772 (84.696) +2024-10-11 23:42:03,055 - Max [top1: 57.196 (epoch: 35)] [top1-ema: 62.772 (epoch: 35)] +2024-10-11 23:42:03,055 - ==> Total time: 1:54:54 Eta: 2 days, 4:48:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 23:42:11,098 - Train: 3.50% [43800/1251000] [35.0/1000.0] [batch_t 0.146 (0.174)] [data_t 0.005] [optim_t 0.140] [lr 0.002991] [CE 5.144 (5.094)] [KD 7.117 (7.192)] +2024-10-11 23:42:18,642 - Train: 3.51% [43850/1251000] [35.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002991] [CE 5.059 (5.032)] [KD 7.546 (7.361)] +2024-10-11 23:42:26,082 - Train: 3.51% [43900/1251000] [35.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002991] [CE 5.489 (5.004)] [KD 7.213 (7.282)] +2024-10-11 23:42:33,828 - Train: 3.51% [43950/1251000] [35.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.002991] [CE 4.682 (4.992)] [KD 7.539 (7.243)] +2024-10-11 23:42:41,271 - Train: 3.52% [44000/1251000] [35.2/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002991] [CE 5.152 (4.999)] [KD 7.298 (7.295)] +2024-10-11 23:42:49,137 - Train: 3.52% [44050/1251000] [35.2/1000.0] [batch_t 0.145 (0.157)] [data_t 0.003] [optim_t 0.142] [lr 0.002991] [CE 4.674 (4.943)] [KD 6.898 (7.271)] +2024-10-11 23:42:56,921 - Train: 3.53% [44100/1251000] [35.3/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.002991] [CE 4.584 (4.937)] [KD 6.913 (7.187)] +2024-10-11 23:43:04,424 - Train: 3.53% [44150/1251000] [35.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002991] [CE 4.956 (4.991)] [KD 7.083 (7.287)] +2024-10-11 23:43:11,891 - Train: 3.53% [44200/1251000] [35.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002991] [CE 4.715 (5.047)] [KD 7.031 (7.363)] +2024-10-11 23:43:19,436 - Train: 3.54% [44250/1251000] [35.4/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002991] [CE 5.062 (5.049)] [KD 7.296 (7.352)] +2024-10-11 23:43:27,077 - Train: 3.54% [44300/1251000] [35.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002991] [CE 5.278 (5.012)] [KD 7.085 (7.273)] +2024-10-11 23:43:34,671 - Train: 3.55% [44350/1251000] [35.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002991] [CE 5.115 (5.007)] [KD 7.270 (7.320)] +2024-10-11 23:43:42,478 - Train: 3.55% [44400/1251000] [35.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.002991] [CE 4.912 (5.027)] [KD 6.953 (7.341)] +2024-10-11 23:43:49,937 - Train: 3.55% [44450/1251000] [35.5/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.002991] [CE 5.268 (5.017)] [KD 7.272 (7.303)] +2024-10-11 23:43:57,534 - Train: 3.56% [44500/1251000] [35.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002991] [CE 4.643 (4.996)] [KD 7.426 (7.275)] +2024-10-11 23:44:05,026 - Train: 3.56% [44550/1251000] [35.6/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.002991] [CE 4.978 (4.976)] [KD 7.614 (7.335)] +2024-10-11 23:44:12,537 - Train: 3.57% [44600/1251000] [35.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002991] [CE 4.877 (4.950)] [KD 7.303 (7.275)] +2024-10-11 23:44:20,074 - Train: 3.57% [44650/1251000] [35.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002991] [CE 4.768 (4.968)] [KD 7.234 (7.401)] +2024-10-11 23:44:27,700 - Train: 3.57% [44700/1251000] [35.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002991] [CE 4.989 (5.057)] [KD 7.319 (7.426)] +2024-10-11 23:44:35,261 - Train: 3.58% [44750/1251000] [35.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002991] [CE 5.424 (5.023)] [KD 7.412 (7.413)] +2024-10-11 23:44:42,772 - Train: 3.58% [44800/1251000] [35.8/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.002991] [CE 5.184 (5.012)] [KD 7.242 (7.380)] +2024-10-11 23:44:50,313 - Train: 3.59% [44850/1251000] [35.9/1000.0] [batch_t 0.159 (0.151)] [data_t 0.004] [optim_t 0.155] [lr 0.002991] [CE 5.030 (4.974)] [KD 7.185 (7.330)] +2024-10-11 23:44:57,820 - Train: 3.59% [44900/1251000] [35.9/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.002991] [CE 5.419 (5.029)] [KD 7.839 (7.358)] +2024-10-11 23:45:05,434 - Train: 3.59% [44950/1251000] [35.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002991] [CE 4.851 (4.983)] [KD 6.950 (7.291)] +2024-10-11 23:45:12,926 - Train: 3.60% [45000/1251000] [36.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002991] [CE 4.797 (4.993)] [KD 7.192 (7.256)] +2024-10-11 23:45:18,274 - ==> Total time: 1:58:09 Eta: 2 days, 4:43:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 23:45:22,620 - Train: 3.60% [45050/1251000] [36.0/1000.0] [batch_t 0.149 (0.196)] [data_t 0.005] [optim_t 0.144] [lr 0.002991] [CE 5.220 (5.099)] [KD 7.635 (7.270)] +2024-10-11 23:45:30,088 - Train: 3.61% [45100/1251000] [36.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002990] [CE 5.098 (4.963)] [KD 7.509 (7.231)] +2024-10-11 23:45:37,765 - Train: 3.61% [45150/1251000] [36.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002990] [CE 5.293 (4.980)] [KD 7.531 (7.241)] +2024-10-11 23:45:45,512 - Train: 3.61% [45200/1251000] [36.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.002990] [CE 5.309 (5.030)] [KD 7.428 (7.377)] +2024-10-11 23:45:53,058 - Train: 3.62% [45250/1251000] [36.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002990] [CE 5.145 (4.992)] [KD 7.522 (7.310)] +2024-10-11 23:46:00,556 - Train: 3.62% [45300/1251000] [36.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.002990] [CE 5.464 (5.056)] [KD 7.292 (7.376)] +2024-10-11 23:46:08,451 - Train: 3.63% [45350/1251000] [36.3/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.002990] [CE 5.169 (5.049)] [KD 7.277 (7.401)] +2024-10-11 23:46:15,888 - Train: 3.63% [45400/1251000] [36.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.008] [optim_t 0.140] [lr 0.002990] [CE 5.046 (4.956)] [KD 7.330 (7.321)] +2024-10-11 23:46:23,577 - Train: 3.63% [45450/1251000] [36.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002990] [CE 4.644 (4.947)] [KD 7.202 (7.335)] +2024-10-11 23:46:31,099 - Train: 3.64% [45500/1251000] [36.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002990] [CE 4.901 (4.995)] [KD 7.440 (7.256)] +2024-10-11 23:46:38,658 - Train: 3.64% [45550/1251000] [36.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002990] [CE 5.373 (5.033)] [KD 7.275 (7.317)] +2024-10-11 23:46:46,105 - Train: 3.65% [45600/1251000] [36.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002990] [CE 5.228 (5.017)] [KD 7.129 (7.293)] +2024-10-11 23:46:54,021 - Train: 3.65% [45650/1251000] [36.5/1000.0] [batch_t 0.160 (0.158)] [data_t 0.006] [optim_t 0.154] [lr 0.002990] [CE 4.874 (4.937)] [KD 7.336 (7.200)] +2024-10-11 23:47:01,732 - Train: 3.65% [45700/1251000] [36.5/1000.0] [batch_t 0.143 (0.154)] [data_t 0.003] [optim_t 0.140] [lr 0.002990] [CE 4.814 (4.912)] [KD 6.928 (7.304)] +2024-10-11 23:47:09,107 - Train: 3.66% [45750/1251000] [36.6/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.002990] [CE 5.063 (5.012)] [KD 7.299 (7.315)] +2024-10-11 23:47:16,616 - Train: 3.66% [45800/1251000] [36.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002990] [CE 5.167 (4.991)] [KD 7.137 (7.339)] +2024-10-11 23:47:24,257 - Train: 3.67% [45850/1251000] [36.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.002990] [CE 4.861 (4.940)] [KD 7.354 (7.289)] +2024-10-11 23:47:31,959 - Train: 3.67% [45900/1251000] [36.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002990] [CE 5.435 (4.983)] [KD 7.185 (7.261)] +2024-10-11 23:47:39,647 - Train: 3.67% [45950/1251000] [36.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002990] [CE 4.976 (4.989)] [KD 7.244 (7.346)] +2024-10-11 23:47:47,269 - Train: 3.68% [46000/1251000] [36.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002990] [CE 5.072 (5.087)] [KD 7.369 (7.369)] +2024-10-11 23:47:54,765 - Train: 3.68% [46050/1251000] [36.8/1000.0] [batch_t 0.153 (0.150)] [data_t 0.003] [optim_t 0.150] [lr 0.002990] [CE 5.040 (4.972)] [KD 7.114 (7.234)] +2024-10-11 23:48:02,416 - Train: 3.69% [46100/1251000] [36.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002990] [CE 5.019 (4.959)] [KD 7.486 (7.165)] +2024-10-11 23:48:10,019 - Train: 3.69% [46150/1251000] [36.9/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.002990] [CE 5.236 (5.036)] [KD 7.389 (7.416)] +2024-10-11 23:48:17,709 - Train: 3.69% [46200/1251000] [36.9/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.002990] [CE 4.683 (4.967)] [KD 7.263 (7.262)] +2024-10-11 23:48:25,254 - Train: 3.70% [46250/1251000] [37.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002990] [CE 5.099 (5.036)] [KD 7.376 (7.276)] +2024-10-11 23:48:31,002 - ==> Total time: 2:01:22 Eta: 2 days, 4:38:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 23:48:35,041 - Train: 3.70% [46300/1251000] [37.0/1000.0] [batch_t 0.150 (0.197)] [data_t 0.007] [optim_t 0.143] [lr 0.002990] [CE 5.167 (5.016)] [KD 6.983 (7.162)] +2024-10-11 23:48:42,570 - Train: 3.71% [46350/1251000] [37.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002990] [CE 4.687 (4.997)] [KD 6.856 (7.166)] +2024-10-11 23:48:50,009 - Train: 3.71% [46400/1251000] [37.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002990] [CE 5.255 (4.929)] [KD 7.507 (7.127)] +2024-10-11 23:48:57,600 - Train: 3.71% [46450/1251000] [37.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002990] [CE 5.155 (4.975)] [KD 7.367 (7.326)] +2024-10-11 23:49:05,324 - Train: 3.72% [46500/1251000] [37.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.002990] [CE 4.900 (4.995)] [KD 7.445 (7.339)] +2024-10-11 23:49:12,965 - Train: 3.72% [46550/1251000] [37.2/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.002990] [CE 5.284 (5.041)] [KD 7.451 (7.284)] +2024-10-11 23:49:20,505 - Train: 3.73% [46600/1251000] [37.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002990] [CE 5.174 (4.973)] [KD 7.029 (7.377)] +2024-10-11 23:49:27,918 - Train: 3.73% [46650/1251000] [37.3/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002990] [CE 5.370 (4.986)] [KD 7.389 (7.277)] +2024-10-11 23:49:35,760 - Train: 3.73% [46700/1251000] [37.3/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.002990] [CE 5.345 (4.944)] [KD 7.318 (7.232)] +2024-10-11 23:49:43,300 - Train: 3.74% [46750/1251000] [37.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002990] [CE 4.869 (5.043)] [KD 7.674 (7.276)] +2024-10-11 23:49:50,963 - Train: 3.74% [46800/1251000] [37.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002990] [CE 4.758 (5.020)] [KD 7.432 (7.278)] +2024-10-11 23:49:58,412 - Train: 3.75% [46850/1251000] [37.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002990] [CE 4.984 (5.034)] [KD 7.343 (7.326)] +2024-10-11 23:50:06,014 - Train: 3.75% [46900/1251000] [37.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002990] [CE 5.032 (5.028)] [KD 7.394 (7.293)] +2024-10-11 23:50:13,463 - Train: 3.75% [46950/1251000] [37.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.007] [optim_t 0.141] [lr 0.002990] [CE 5.032 (4.901)] [KD 7.265 (7.244)] +2024-10-11 23:50:21,138 - Train: 3.76% [47000/1251000] [37.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.002990] [CE 5.183 (5.060)] [KD 7.550 (7.308)] +2024-10-11 23:50:28,588 - Train: 3.76% [47050/1251000] [37.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002990] [CE 4.977 (5.038)] [KD 7.047 (7.282)] +2024-10-11 23:50:36,424 - Train: 3.76% [47100/1251000] [37.6/1000.0] [batch_t 0.145 (0.157)] [data_t 0.005] [optim_t 0.139] [lr 0.002990] [CE 5.162 (5.009)] [KD 7.399 (7.270)] +2024-10-11 23:50:44,134 - Train: 3.77% [47150/1251000] [37.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.002990] [CE 4.993 (4.975)] [KD 7.541 (7.294)] +2024-10-11 23:50:51,665 - Train: 3.77% [47200/1251000] [37.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002990] [CE 4.939 (4.956)] [KD 7.451 (7.377)] +2024-10-11 23:50:59,135 - Train: 3.78% [47250/1251000] [37.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002990] [CE 4.949 (5.022)] [KD 6.983 (7.279)] +2024-10-11 23:51:06,718 - Train: 3.78% [47300/1251000] [37.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.006] [optim_t 0.147] [lr 0.002990] [CE 5.111 (5.043)] [KD 7.404 (7.288)] +2024-10-11 23:51:14,288 - Train: 3.78% [47350/1251000] [37.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002990] [CE 5.127 (4.998)] [KD 7.796 (7.250)] +2024-10-11 23:51:21,990 - Train: 3.79% [47400/1251000] [37.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002989] [CE 4.855 (4.947)] [KD 7.516 (7.371)] +2024-10-11 23:51:29,596 - Train: 3.79% [47450/1251000] [37.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.002989] [CE 5.437 (5.023)] [KD 7.710 (7.398)] +2024-10-11 23:51:37,074 - Train: 3.80% [47500/1251000] [38.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002989] [CE 5.154 (5.035)] [KD 7.268 (7.314)] +2024-10-11 23:51:42,806 - ==> Total time: 2:04:33 Eta: 2 days, 4:33:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 23:51:46,768 - Train: 3.80% [47550/1251000] [38.0/1000.0] [batch_t 0.296 (0.199)] [data_t 0.003] [optim_t 0.293] [lr 0.002989] [CE 5.095 (4.999)] [KD 7.612 (7.423)] +2024-10-11 23:51:54,521 - Train: 3.80% [47600/1251000] [38.0/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.002989] [CE 5.032 (5.004)] [KD 6.952 (7.304)] +2024-10-11 23:52:02,038 - Train: 3.81% [47650/1251000] [38.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002989] [CE 4.996 (4.924)] [KD 7.061 (7.107)] +2024-10-11 23:52:09,872 - Train: 3.81% [47700/1251000] [38.1/1000.0] [batch_t 0.146 (0.157)] [data_t 0.004] [optim_t 0.142] [lr 0.002989] [CE 5.271 (4.967)] [KD 7.162 (7.088)] +2024-10-11 23:52:17,494 - Train: 3.82% [47750/1251000] [38.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002989] [CE 4.970 (4.981)] [KD 7.197 (7.221)] +2024-10-11 23:52:24,987 - Train: 3.82% [47800/1251000] [38.2/1000.0] [batch_t 0.161 (0.150)] [data_t 0.003] [optim_t 0.158] [lr 0.002989] [CE 4.951 (5.019)] [KD 7.458 (7.251)] +2024-10-11 23:52:32,703 - Train: 3.82% [47850/1251000] [38.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.002989] [CE 4.768 (4.968)] [KD 7.154 (7.321)] +2024-10-11 23:52:40,277 - Train: 3.83% [47900/1251000] [38.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002989] [CE 5.450 (4.982)] [KD 7.322 (7.304)] +2024-10-11 23:52:47,676 - Train: 3.83% [47950/1251000] [38.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002989] [CE 4.329 (4.940)] [KD 7.077 (7.207)] +2024-10-11 23:52:55,488 - Train: 3.84% [48000/1251000] [38.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.002989] [CE 4.467 (4.900)] [KD 7.091 (7.061)] +2024-10-11 23:53:02,933 - Train: 3.84% [48050/1251000] [38.4/1000.0] [batch_t 0.157 (0.149)] [data_t 0.003] [optim_t 0.153] [lr 0.002989] [CE 4.971 (4.944)] [KD 6.936 (7.197)] +2024-10-11 23:53:10,666 - Train: 3.84% [48100/1251000] [38.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.002989] [CE 5.265 (4.991)] [KD 7.229 (7.245)] +2024-10-11 23:53:18,224 - Train: 3.85% [48150/1251000] [38.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002989] [CE 5.139 (5.039)] [KD 7.294 (7.341)] +2024-10-11 23:53:25,840 - Train: 3.85% [48200/1251000] [38.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002989] [CE 5.310 (5.040)] [KD 7.313 (7.257)] +2024-10-11 23:53:33,561 - Train: 3.86% [48250/1251000] [38.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.002989] [CE 4.818 (4.911)] [KD 7.365 (7.186)] +2024-10-11 23:53:41,076 - Train: 3.86% [48300/1251000] [38.6/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.002989] [CE 4.753 (5.040)] [KD 7.400 (7.332)] +2024-10-11 23:53:48,544 - Train: 3.86% [48350/1251000] [38.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002989] [CE 5.033 (5.024)] [KD 7.577 (7.222)] +2024-10-11 23:53:56,407 - Train: 3.87% [48400/1251000] [38.7/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.002989] [CE 5.412 (5.042)] [KD 7.449 (7.349)] +2024-10-11 23:54:04,108 - Train: 3.87% [48450/1251000] [38.7/1000.0] [batch_t 0.173 (0.154)] [data_t 0.003] [optim_t 0.170] [lr 0.002989] [CE 4.935 (4.954)] [KD 7.315 (7.338)] +2024-10-11 23:54:11,706 - Train: 3.88% [48500/1251000] [38.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002989] [CE 4.886 (4.915)] [KD 7.262 (7.139)] +2024-10-11 23:54:19,284 - Train: 3.88% [48550/1251000] [38.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002989] [CE 4.768 (4.965)] [KD 7.091 (7.179)] +2024-10-11 23:54:26,890 - Train: 3.88% [48600/1251000] [38.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002989] [CE 4.991 (4.992)] [KD 7.410 (7.320)] +2024-10-11 23:54:34,310 - Train: 3.89% [48650/1251000] [38.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002989] [CE 4.771 (5.011)] [KD 6.875 (7.208)] +2024-10-11 23:54:42,101 - Train: 3.89% [48700/1251000] [38.9/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.002989] [CE 4.974 (4.926)] [KD 7.533 (7.231)] +2024-10-11 23:54:49,646 - Train: 3.90% [48750/1251000] [39.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002989] [CE 4.798 (4.960)] [KD 7.098 (7.225)] +2024-10-11 23:54:55,321 - ==> Total time: 2:07:46 Eta: 2 days, 4:28:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 23:54:59,124 - Train: 3.90% [48800/1251000] [39.0/1000.0] [batch_t 0.153 (0.178)] [data_t 0.003] [optim_t 0.150] [lr 0.002989] [CE 5.011 (4.972)] [KD 7.116 (7.143)] +2024-10-11 23:55:06,903 - Train: 3.90% [48850/1251000] [39.0/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.002989] [CE 5.228 (4.982)] [KD 7.028 (7.116)] +2024-10-11 23:55:14,448 - Train: 3.91% [48900/1251000] [39.1/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.002989] [CE 5.035 (4.986)] [KD 7.242 (7.295)] +2024-10-11 23:55:22,059 - Train: 3.91% [48950/1251000] [39.1/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.002989] [CE 4.733 (4.998)] [KD 7.174 (7.205)] +2024-10-11 23:55:29,868 - Train: 3.92% [49000/1251000] [39.2/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.002989] [CE 5.147 (4.919)] [KD 7.038 (7.201)] +2024-10-11 23:55:37,546 - Train: 3.92% [49050/1251000] [39.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002989] [CE 5.124 (4.944)] [KD 7.395 (7.240)] +2024-10-11 23:55:45,001 - Train: 3.92% [49100/1251000] [39.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002989] [CE 5.096 (5.034)] [KD 7.098 (7.252)] +2024-10-11 23:55:52,585 - Train: 3.93% [49150/1251000] [39.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002989] [CE 4.663 (4.990)] [KD 6.982 (7.189)] +2024-10-11 23:56:00,024 - Train: 3.93% [49200/1251000] [39.3/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.002989] [CE 5.066 (5.013)] [KD 6.991 (7.176)] +2024-10-11 23:56:07,768 - Train: 3.94% [49250/1251000] [39.4/1000.0] [batch_t 0.255 (0.155)] [data_t 0.003] [optim_t 0.252] [lr 0.002989] [CE 4.948 (4.944)] [KD 6.712 (7.188)] +2024-10-11 23:56:15,357 - Train: 3.94% [49300/1251000] [39.4/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.155] [lr 0.002989] [CE 4.813 (4.988)] [KD 7.394 (7.257)] +2024-10-11 23:56:22,772 - Train: 3.94% [49350/1251000] [39.4/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.002989] [CE 4.789 (5.003)] [KD 7.008 (7.264)] +2024-10-11 23:56:30,387 - Train: 3.95% [49400/1251000] [39.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.002989] [CE 4.641 (4.977)] [KD 7.129 (7.230)] +2024-10-11 23:56:38,019 - Train: 3.95% [49450/1251000] [39.5/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.002989] [CE 4.574 (4.991)] [KD 7.222 (7.322)] +2024-10-11 23:56:45,570 - Train: 3.96% [49500/1251000] [39.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.002989] [CE 5.094 (5.050)] [KD 7.367 (7.226)] +2024-10-11 23:56:53,122 - Train: 3.96% [49550/1251000] [39.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002989] [CE 4.917 (5.034)] [KD 7.504 (7.414)] +2024-10-11 23:57:00,653 - Train: 3.96% [49600/1251000] [39.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002988] [CE 5.191 (4.961)] [KD 7.053 (7.201)] +2024-10-11 23:57:08,134 - Train: 3.97% [49650/1251000] [39.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002988] [CE 4.514 (4.952)] [KD 7.250 (7.173)] +2024-10-11 23:57:15,775 - Train: 3.97% [49700/1251000] [39.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.002988] [CE 5.485 (4.972)] [KD 7.720 (7.074)] +2024-10-11 23:57:23,187 - Train: 3.98% [49750/1251000] [39.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002988] [CE 4.552 (4.977)] [KD 6.511 (7.235)] +2024-10-11 23:57:30,796 - Train: 3.98% [49800/1251000] [39.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.002988] [CE 5.565 (5.024)] [KD 7.481 (7.325)] +2024-10-11 23:57:38,588 - Train: 3.98% [49850/1251000] [39.8/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.142] [lr 0.002988] [CE 4.625 (4.994)] [KD 7.187 (7.242)] +2024-10-11 23:57:46,109 - Train: 3.99% [49900/1251000] [39.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002988] [CE 4.712 (4.925)] [KD 6.926 (7.183)] +2024-10-11 23:57:53,537 - Train: 3.99% [49950/1251000] [39.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002988] [CE 4.856 (4.970)] [KD 6.565 (7.119)] +2024-10-11 23:58:01,140 - Train: 4.00% [50000/1251000] [40.0/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.002988] [CE 5.065 (5.033)] [KD 7.178 (7.291)] +2024-10-11 23:58:12,853 - Test (net): 100.00% [50/50] [batch_t 0.027 (0.104)] [top1_cnt 28077] [top5_cnt 40235] [top_all 50000] +2024-10-11 23:58:12,854 - net: 56.154 (80.470) +2024-10-11 23:58:18,716 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 31878] [top5_cnt 42669] [top_all 50000] +2024-10-11 23:58:18,716 - net_E: 63.756 (85.338) +2024-10-11 23:58:18,884 - Max [top1: 57.196 (epoch: 35)] [top1-ema: 63.756 (epoch: 40)] +2024-10-11 23:58:18,884 - ==> Total time: 2:11:09 Eta: 2 days, 4:27:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-11 23:58:23,281 - Train: 4.00% [50050/1251000] [40.0/1000.0] [batch_t 0.146 (0.187)] [data_t 0.003] [optim_t 0.143] [lr 0.002988] [CE 5.013 (5.075)] [KD 7.246 (7.274)] +2024-10-11 23:58:30,822 - Train: 4.00% [50100/1251000] [40.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002988] [CE 5.107 (5.065)] [KD 7.510 (7.321)] +2024-10-11 23:58:38,635 - Train: 4.01% [50150/1251000] [40.1/1000.0] [batch_t 0.301 (0.156)] [data_t 0.003] [optim_t 0.298] [lr 0.002988] [CE 5.107 (5.007)] [KD 7.497 (7.171)] +2024-10-11 23:58:46,165 - Train: 4.01% [50200/1251000] [40.1/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.002988] [CE 4.885 (4.941)] [KD 6.728 (7.014)] +2024-10-11 23:58:53,742 - Train: 4.02% [50250/1251000] [40.2/1000.0] [batch_t 0.157 (0.151)] [data_t 0.003] [optim_t 0.154] [lr 0.002988] [CE 5.246 (4.997)] [KD 7.339 (7.119)] +2024-10-11 23:59:01,305 - Train: 4.02% [50300/1251000] [40.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002988] [CE 5.134 (4.974)] [KD 6.976 (7.206)] +2024-10-11 23:59:08,809 - Train: 4.02% [50350/1251000] [40.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002988] [CE 5.203 (4.975)] [KD 7.098 (7.267)] +2024-10-11 23:59:16,494 - Train: 4.03% [50400/1251000] [40.3/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.002988] [CE 4.435 (4.906)] [KD 6.988 (7.069)] +2024-10-11 23:59:24,103 - Train: 4.03% [50450/1251000] [40.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002988] [CE 5.184 (4.967)] [KD 7.013 (7.154)] +2024-10-11 23:59:31,623 - Train: 4.04% [50500/1251000] [40.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002988] [CE 5.170 (4.988)] [KD 7.096 (7.182)] +2024-10-11 23:59:39,058 - Train: 4.04% [50550/1251000] [40.4/1000.0] [batch_t 0.156 (0.149)] [data_t 0.004] [optim_t 0.152] [lr 0.002988] [CE 5.176 (4.933)] [KD 7.034 (7.192)] +2024-10-11 23:59:46,892 - Train: 4.04% [50600/1251000] [40.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.006] [optim_t 0.143] [lr 0.002988] [CE 4.364 (4.948)] [KD 6.837 (7.204)] +2024-10-11 23:59:54,589 - Train: 4.05% [50650/1251000] [40.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002988] [CE 5.238 (5.010)] [KD 6.955 (7.162)] +2024-10-12 00:00:02,068 - Train: 4.05% [50700/1251000] [40.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002988] [CE 5.000 (4.950)] [KD 7.522 (7.292)] +2024-10-12 00:00:09,695 - Train: 4.06% [50750/1251000] [40.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002988] [CE 4.701 (4.987)] [KD 7.398 (7.218)] +2024-10-12 00:00:17,324 - Train: 4.06% [50800/1251000] [40.6/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.002988] [CE 4.774 (5.022)] [KD 6.886 (7.171)] +2024-10-12 00:00:24,911 - Train: 4.06% [50850/1251000] [40.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002988] [CE 5.400 (4.976)] [KD 7.383 (7.265)] +2024-10-12 00:00:32,472 - Train: 4.07% [50900/1251000] [40.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002988] [CE 4.938 (5.054)] [KD 7.008 (7.262)] +2024-10-12 00:00:39,983 - Train: 4.07% [50950/1251000] [40.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002988] [CE 5.043 (4.959)] [KD 7.093 (7.165)] +2024-10-12 00:00:47,635 - Train: 4.08% [51000/1251000] [40.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.002988] [CE 5.022 (5.008)] [KD 7.422 (7.250)] +2024-10-12 00:00:55,364 - Train: 4.08% [51050/1251000] [40.8/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002988] [CE 4.555 (4.961)] [KD 7.159 (7.254)] +2024-10-12 00:01:02,812 - Train: 4.08% [51100/1251000] [40.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002988] [CE 5.326 (5.024)] [KD 7.143 (7.378)] +2024-10-12 00:01:10,433 - Train: 4.09% [51150/1251000] [40.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002988] [CE 5.063 (4.965)] [KD 7.664 (7.262)] +2024-10-12 00:01:17,860 - Train: 4.09% [51200/1251000] [40.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002988] [CE 5.040 (4.951)] [KD 7.345 (7.320)] +2024-10-12 00:01:25,491 - Train: 4.10% [51250/1251000] [41.0/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002988] [CE 5.005 (4.985)] [KD 7.054 (7.189)] +2024-10-12 00:01:31,494 - ==> Total time: 2:14:22 Eta: 2 days, 4:23:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 00:01:34,881 - Train: 4.10% [51300/1251000] [41.0/1000.0] [batch_t 0.148 (0.181)] [data_t 0.004] [optim_t 0.144] [lr 0.002988] [CE 5.051 (4.907)] [KD 7.074 (7.205)] +2024-10-12 00:01:42,441 - Train: 4.10% [51350/1251000] [41.0/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002988] [CE 4.888 (4.954)] [KD 7.324 (7.232)] +2024-10-12 00:01:49,987 - Train: 4.11% [51400/1251000] [41.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002988] [CE 5.530 (4.962)] [KD 7.325 (7.041)] +2024-10-12 00:01:57,629 - Train: 4.11% [51450/1251000] [41.1/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.002988] [CE 5.012 (4.908)] [KD 7.041 (7.106)] +2024-10-12 00:02:05,215 - Train: 4.12% [51500/1251000] [41.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002988] [CE 4.773 (4.975)] [KD 7.198 (7.042)] +2024-10-12 00:02:12,658 - Train: 4.12% [51550/1251000] [41.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.002988] [CE 4.405 (4.880)] [KD 6.644 (6.977)] +2024-10-12 00:02:20,234 - Train: 4.12% [51600/1251000] [41.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002988] [CE 4.848 (4.985)] [KD 7.147 (7.177)] +2024-10-12 00:02:27,781 - Train: 4.13% [51650/1251000] [41.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002988] [CE 5.255 (4.941)] [KD 7.184 (7.245)] +2024-10-12 00:02:35,416 - Train: 4.13% [51700/1251000] [41.3/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.002988] [CE 5.101 (4.913)] [KD 7.153 (7.177)] +2024-10-12 00:02:42,910 - Train: 4.14% [51750/1251000] [41.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002987] [CE 5.448 (4.947)] [KD 7.248 (7.103)] +2024-10-12 00:02:50,403 - Train: 4.14% [51800/1251000] [41.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002987] [CE 4.770 (4.933)] [KD 6.994 (7.109)] +2024-10-12 00:02:57,935 - Train: 4.14% [51850/1251000] [41.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002987] [CE 4.754 (5.037)] [KD 7.180 (7.138)] +2024-10-12 00:03:05,491 - Train: 4.15% [51900/1251000] [41.5/1000.0] [batch_t 0.155 (0.151)] [data_t 0.006] [optim_t 0.149] [lr 0.002987] [CE 4.939 (4.973)] [KD 7.345 (7.121)] +2024-10-12 00:03:13,016 - Train: 4.15% [51950/1251000] [41.5/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.002987] [CE 5.141 (5.003)] [KD 7.431 (7.161)] +2024-10-12 00:03:20,442 - Train: 4.16% [52000/1251000] [41.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002987] [CE 4.997 (4.972)] [KD 7.224 (7.236)] +2024-10-12 00:03:28,347 - Train: 4.16% [52050/1251000] [41.6/1000.0] [batch_t 0.273 (0.158)] [data_t 0.003] [optim_t 0.270] [lr 0.002987] [CE 4.538 (4.899)] [KD 7.031 (7.075)] +2024-10-12 00:03:35,774 - Train: 4.16% [52100/1251000] [41.6/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.002987] [CE 4.749 (5.018)] [KD 7.119 (7.255)] +2024-10-12 00:03:43,297 - Train: 4.17% [52150/1251000] [41.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.002987] [CE 4.619 (4.969)] [KD 6.826 (7.119)] +2024-10-12 00:03:50,814 - Train: 4.17% [52200/1251000] [41.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.002987] [CE 5.035 (4.995)] [KD 6.846 (7.141)] +2024-10-12 00:03:58,227 - Train: 4.18% [52250/1251000] [41.8/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.002987] [CE 4.881 (4.937)] [KD 7.181 (7.177)] +2024-10-12 00:04:05,938 - Train: 4.18% [52300/1251000] [41.8/1000.0] [batch_t 0.154 (0.154)] [data_t 0.006] [optim_t 0.149] [lr 0.002987] [CE 4.800 (5.009)] [KD 6.900 (7.189)] +2024-10-12 00:04:13,503 - Train: 4.18% [52350/1251000] [41.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002987] [CE 4.938 (5.015)] [KD 7.469 (7.230)] +2024-10-12 00:04:21,035 - Train: 4.19% [52400/1251000] [41.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002987] [CE 4.765 (4.971)] [KD 7.168 (7.119)] +2024-10-12 00:04:28,520 - Train: 4.19% [52450/1251000] [41.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002987] [CE 5.206 (4.998)] [KD 7.430 (7.189)] +2024-10-12 00:04:36,000 - Train: 4.20% [52500/1251000] [42.0/1000.0] [batch_t 0.143 (0.149)] [data_t 0.003] [optim_t 0.140] [lr 0.002987] [CE 4.841 (5.009)] [KD 7.293 (7.289)] +2024-10-12 00:04:42,201 - ==> Total time: 2:17:33 Eta: 2 days, 4:17:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 00:04:45,414 - Train: 4.20% [52550/1251000] [42.0/1000.0] [batch_t 0.148 (0.207)] [data_t 0.003] [optim_t 0.144] [lr 0.002987] [CE 4.543 (5.040)] [KD 7.470 (7.286)] +2024-10-12 00:04:52,842 - Train: 4.20% [52600/1251000] [42.0/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002987] [CE 5.033 (5.029)] [KD 7.381 (7.137)] +2024-10-12 00:05:00,528 - Train: 4.21% [52650/1251000] [42.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002987] [CE 4.637 (4.979)] [KD 7.425 (7.337)] +2024-10-12 00:05:08,438 - Train: 4.21% [52700/1251000] [42.1/1000.0] [batch_t 0.147 (0.158)] [data_t 0.006] [optim_t 0.142] [lr 0.002987] [CE 4.716 (4.980)] [KD 7.471 (7.261)] +2024-10-12 00:05:15,920 - Train: 4.22% [52750/1251000] [42.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002987] [CE 5.147 (4.951)] [KD 7.353 (7.071)] +2024-10-12 00:05:23,380 - Train: 4.22% [52800/1251000] [42.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002987] [CE 5.209 (4.944)] [KD 7.076 (7.107)] +2024-10-12 00:05:30,886 - Train: 4.22% [52850/1251000] [42.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002987] [CE 5.234 (5.007)] [KD 7.175 (7.119)] +2024-10-12 00:05:38,706 - Train: 4.23% [52900/1251000] [42.3/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.002987] [CE 5.277 (5.020)] [KD 7.536 (7.332)] +2024-10-12 00:05:46,152 - Train: 4.23% [52950/1251000] [42.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002987] [CE 4.950 (4.946)] [KD 7.189 (7.152)] +2024-10-12 00:05:53,860 - Train: 4.24% [53000/1251000] [42.4/1000.0] [batch_t 0.144 (0.154)] [data_t 0.003] [optim_t 0.140] [lr 0.002987] [CE 4.641 (4.948)] [KD 7.208 (7.166)] +2024-10-12 00:06:01,576 - Train: 4.24% [53050/1251000] [42.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.002987] [CE 5.118 (4.979)] [KD 7.599 (7.302)] +2024-10-12 00:06:09,110 - Train: 4.24% [53100/1251000] [42.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002987] [CE 5.135 (4.919)] [KD 7.300 (7.287)] +2024-10-12 00:06:16,695 - Train: 4.25% [53150/1251000] [42.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002987] [CE 4.593 (4.997)] [KD 7.039 (7.275)] +2024-10-12 00:06:24,138 - Train: 4.25% [53200/1251000] [42.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002987] [CE 4.655 (4.910)] [KD 7.096 (7.030)] +2024-10-12 00:06:31,597 - Train: 4.26% [53250/1251000] [42.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002987] [CE 5.212 (4.995)] [KD 7.373 (7.157)] +2024-10-12 00:06:39,168 - Train: 4.26% [53300/1251000] [42.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002987] [CE 4.933 (5.000)] [KD 6.895 (7.220)] +2024-10-12 00:06:46,691 - Train: 4.26% [53350/1251000] [42.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002987] [CE 4.879 (4.929)] [KD 6.892 (7.096)] +2024-10-12 00:06:54,294 - Train: 4.27% [53400/1251000] [42.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.002987] [CE 4.799 (4.979)] [KD 7.016 (7.151)] +2024-10-12 00:07:02,012 - Train: 4.27% [53450/1251000] [42.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.002987] [CE 4.850 (4.950)] [KD 7.257 (7.154)] +2024-10-12 00:07:09,692 - Train: 4.28% [53500/1251000] [42.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002987] [CE 4.811 (4.983)] [KD 7.097 (7.152)] +2024-10-12 00:07:17,323 - Train: 4.28% [53550/1251000] [42.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.002987] [CE 5.159 (5.069)] [KD 7.327 (7.322)] +2024-10-12 00:07:24,971 - Train: 4.28% [53600/1251000] [42.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002987] [CE 5.083 (5.050)] [KD 7.069 (7.191)] +2024-10-12 00:07:32,462 - Train: 4.29% [53650/1251000] [42.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.002987] [CE 4.947 (4.931)] [KD 7.058 (7.110)] +2024-10-12 00:07:39,992 - Train: 4.29% [53700/1251000] [42.9/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.002987] [CE 4.673 (4.944)] [KD 6.937 (7.066)] +2024-10-12 00:07:47,651 - Train: 4.30% [53750/1251000] [43.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002986] [CE 5.241 (4.914)] [KD 6.806 (7.089)] +2024-10-12 00:07:53,981 - ==> Total time: 2:20:45 Eta: 2 days, 4:12:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 00:07:57,248 - Train: 4.30% [53800/1251000] [43.0/1000.0] [batch_t 0.145 (0.221)] [data_t 0.004] [optim_t 0.140] [lr 0.002986] [CE 5.168 (4.915)] [KD 7.161 (7.089)] +2024-10-12 00:08:04,929 - Train: 4.30% [53850/1251000] [43.0/1000.0] [batch_t 0.159 (0.154)] [data_t 0.010] [optim_t 0.150] [lr 0.002986] [CE 4.875 (4.920)] [KD 7.090 (7.043)] +2024-10-12 00:08:12,446 - Train: 4.31% [53900/1251000] [43.1/1000.0] [batch_t 0.143 (0.150)] [data_t 0.003] [optim_t 0.140] [lr 0.002986] [CE 4.683 (4.978)] [KD 7.356 (7.104)] +2024-10-12 00:08:19,968 - Train: 4.31% [53950/1251000] [43.1/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.002986] [CE 4.958 (4.912)] [KD 7.006 (7.028)] +2024-10-12 00:08:27,565 - Train: 4.32% [54000/1251000] [43.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002986] [CE 5.168 (4.989)] [KD 7.434 (7.174)] +2024-10-12 00:08:35,032 - Train: 4.32% [54050/1251000] [43.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002986] [CE 5.361 (4.955)] [KD 7.158 (7.080)] +2024-10-12 00:08:42,776 - Train: 4.32% [54100/1251000] [43.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.142] [lr 0.002986] [CE 5.105 (5.039)] [KD 7.011 (7.232)] +2024-10-12 00:08:50,314 - Train: 4.33% [54150/1251000] [43.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002986] [CE 4.666 (4.949)] [KD 7.045 (7.087)] +2024-10-12 00:08:57,779 - Train: 4.33% [54200/1251000] [43.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002986] [CE 5.295 (4.908)] [KD 7.202 (6.984)] +2024-10-12 00:09:05,634 - Train: 4.34% [54250/1251000] [43.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.002986] [CE 4.541 (4.971)] [KD 6.622 (7.003)] +2024-10-12 00:09:13,275 - Train: 4.34% [54300/1251000] [43.4/1000.0] [batch_t 0.166 (0.153)] [data_t 0.004] [optim_t 0.162] [lr 0.002986] [CE 5.045 (4.932)] [KD 7.234 (7.063)] +2024-10-12 00:09:20,830 - Train: 4.34% [54350/1251000] [43.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002986] [CE 5.024 (4.978)] [KD 7.260 (7.226)] +2024-10-12 00:09:28,538 - Train: 4.35% [54400/1251000] [43.5/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.002986] [CE 5.205 (5.005)] [KD 7.462 (7.269)] +2024-10-12 00:09:36,026 - Train: 4.35% [54450/1251000] [43.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002986] [CE 5.297 (4.999)] [KD 7.469 (7.282)] +2024-10-12 00:09:43,916 - Train: 4.36% [54500/1251000] [43.6/1000.0] [batch_t 0.295 (0.158)] [data_t 0.003] [optim_t 0.292] [lr 0.002986] [CE 5.168 (5.062)] [KD 7.084 (7.255)] +2024-10-12 00:09:51,696 - Train: 4.36% [54550/1251000] [43.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002986] [CE 4.895 (4.970)] [KD 7.313 (7.171)] +2024-10-12 00:09:59,560 - Train: 4.36% [54600/1251000] [43.6/1000.0] [batch_t 0.164 (0.157)] [data_t 0.005] [optim_t 0.159] [lr 0.002986] [CE 4.881 (4.929)] [KD 6.910 (7.080)] +2024-10-12 00:10:07,660 - Train: 4.37% [54650/1251000] [43.7/1000.0] [batch_t 0.275 (0.162)] [data_t 0.004] [optim_t 0.271] [lr 0.002986] [CE 4.971 (4.910)] [KD 6.957 (7.103)] +2024-10-12 00:10:15,658 - Train: 4.37% [54700/1251000] [43.7/1000.0] [batch_t 0.152 (0.160)] [data_t 0.004] [optim_t 0.148] [lr 0.002986] [CE 5.016 (4.931)] [KD 7.319 (7.082)] +2024-10-12 00:10:23,464 - Train: 4.38% [54750/1251000] [43.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.002986] [CE 5.189 (4.899)] [KD 7.506 (7.219)] +2024-10-12 00:10:31,177 - Train: 4.38% [54800/1251000] [43.8/1000.0] [batch_t 0.144 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.002986] [CE 5.404 (5.003)] [KD 7.308 (7.205)] +2024-10-12 00:10:38,588 - Train: 4.38% [54850/1251000] [43.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002986] [CE 4.796 (5.024)] [KD 6.910 (7.215)] +2024-10-12 00:10:45,964 - Train: 4.39% [54900/1251000] [43.9/1000.0] [batch_t 0.151 (0.147)] [data_t 0.005] [optim_t 0.146] [lr 0.002986] [CE 5.237 (5.006)] [KD 7.453 (7.182)] +2024-10-12 00:10:53,851 - Train: 4.39% [54950/1251000] [43.9/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.002986] [CE 5.057 (4.946)] [KD 7.038 (7.174)] +2024-10-12 00:11:01,415 - Train: 4.40% [55000/1251000] [44.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002986] [CE 4.996 (4.924)] [KD 7.209 (7.080)] +2024-10-12 00:11:07,891 - ==> Total time: 2:23:58 Eta: 2 days, 4:08:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 00:11:11,409 - Train: 4.40% [55050/1251000] [44.0/1000.0] [batch_t 0.148 (0.218)] [data_t 0.004] [optim_t 0.145] [lr 0.002986] [CE 4.590 (4.826)] [KD 6.938 (6.929)] +2024-10-12 00:11:19,258 - Train: 4.40% [55100/1251000] [44.0/1000.0] [batch_t 0.157 (0.157)] [data_t 0.004] [optim_t 0.153] [lr 0.002986] [CE 4.902 (4.952)] [KD 6.983 (7.144)] +2024-10-12 00:11:26,703 - Train: 4.41% [55150/1251000] [44.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002986] [CE 4.697 (4.933)] [KD 7.103 (7.069)] +2024-10-12 00:11:34,151 - Train: 4.41% [55200/1251000] [44.1/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002986] [CE 4.986 (4.940)] [KD 7.135 (7.102)] +2024-10-12 00:11:41,621 - Train: 4.42% [55250/1251000] [44.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002986] [CE 5.245 (5.004)] [KD 6.786 (6.983)] +2024-10-12 00:11:49,237 - Train: 4.42% [55300/1251000] [44.2/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.002986] [CE 5.107 (5.016)] [KD 7.022 (7.157)] +2024-10-12 00:11:57,050 - Train: 4.42% [55350/1251000] [44.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.002986] [CE 5.050 (4.992)] [KD 7.044 (7.088)] +2024-10-12 00:12:04,734 - Train: 4.43% [55400/1251000] [44.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.002986] [CE 5.116 (5.014)] [KD 7.288 (7.194)] +2024-10-12 00:12:12,136 - Train: 4.43% [55450/1251000] [44.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002986] [CE 4.665 (4.973)] [KD 7.062 (7.289)] +2024-10-12 00:12:19,798 - Train: 4.44% [55500/1251000] [44.4/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.002986] [CE 4.663 (4.933)] [KD 7.416 (7.170)] +2024-10-12 00:12:27,168 - Train: 4.44% [55550/1251000] [44.4/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.002986] [CE 4.783 (4.969)] [KD 6.803 (7.041)] +2024-10-12 00:12:34,652 - Train: 4.44% [55600/1251000] [44.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002986] [CE 4.503 (4.959)] [KD 7.064 (7.110)] +2024-10-12 00:12:42,122 - Train: 4.45% [55650/1251000] [44.5/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.002986] [CE 4.693 (4.943)] [KD 6.793 (7.077)] +2024-10-12 00:12:49,655 - Train: 4.45% [55700/1251000] [44.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002985] [CE 4.410 (4.962)] [KD 7.113 (7.057)] +2024-10-12 00:12:57,349 - Train: 4.46% [55750/1251000] [44.6/1000.0] [batch_t 0.144 (0.154)] [data_t 0.003] [optim_t 0.140] [lr 0.002985] [CE 4.984 (4.976)] [KD 7.069 (7.115)] +2024-10-12 00:13:05,055 - Train: 4.46% [55800/1251000] [44.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002985] [CE 5.000 (4.984)] [KD 7.056 (7.331)] +2024-10-12 00:13:12,549 - Train: 4.46% [55850/1251000] [44.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002985] [CE 4.975 (4.967)] [KD 6.864 (7.090)] +2024-10-12 00:13:19,964 - Train: 4.47% [55900/1251000] [44.7/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.002985] [CE 5.062 (5.000)] [KD 6.953 (7.078)] +2024-10-12 00:13:27,613 - Train: 4.47% [55950/1251000] [44.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.002985] [CE 5.061 (4.936)] [KD 6.840 (7.119)] +2024-10-12 00:13:35,169 - Train: 4.48% [56000/1251000] [44.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002985] [CE 4.355 (4.961)] [KD 7.124 (7.023)] +2024-10-12 00:13:42,601 - Train: 4.48% [56050/1251000] [44.8/1000.0] [batch_t 0.156 (0.149)] [data_t 0.003] [optim_t 0.153] [lr 0.002985] [CE 4.388 (4.946)] [KD 6.621 (7.114)] +2024-10-12 00:13:50,156 - Train: 4.48% [56100/1251000] [44.8/1000.0] [batch_t 0.142 (0.151)] [data_t 0.003] [optim_t 0.139] [lr 0.002985] [CE 4.986 (4.926)] [KD 6.946 (7.001)] +2024-10-12 00:13:57,732 - Train: 4.49% [56150/1251000] [44.9/1000.0] [batch_t 0.285 (0.151)] [data_t 0.003] [optim_t 0.281] [lr 0.002985] [CE 5.108 (4.957)] [KD 7.383 (7.118)] +2024-10-12 00:14:05,434 - Train: 4.49% [56200/1251000] [44.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.002985] [CE 4.675 (4.951)] [KD 7.042 (7.135)] +2024-10-12 00:14:13,094 - Train: 4.50% [56250/1251000] [45.0/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002985] [CE 4.989 (4.974)] [KD 7.213 (7.153)] +2024-10-12 00:14:25,526 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 28759] [top5_cnt 40714] [top_all 50000] +2024-10-12 00:14:25,526 - net: 57.518 (81.428) +2024-10-12 00:14:31,300 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 32172] [top5_cnt 42902] [top_all 50000] +2024-10-12 00:14:31,301 - net_E: 64.344 (85.804) +2024-10-12 00:14:31,450 - Max [top1: 57.518 (epoch: 45)] [top1-ema: 64.344 (epoch: 45)] +2024-10-12 00:14:31,450 - ==> Total time: 2:27:22 Eta: 2 days, 4:07:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 00:14:37,296 - Train: 4.50% [56300/1251000] [45.0/1000.0] [batch_t 0.146 (0.231)] [data_t 0.005] [optim_t 0.142] [lr 0.002985] [CE 5.329 (4.925)] [KD 7.313 (7.135)] +2024-10-12 00:14:44,825 - Train: 4.50% [56350/1251000] [45.0/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002985] [CE 4.521 (4.960)] [KD 7.292 (7.068)] +2024-10-12 00:14:52,197 - Train: 4.51% [56400/1251000] [45.1/1000.0] [batch_t 0.146 (0.147)] [data_t 0.003] [optim_t 0.144] [lr 0.002985] [CE 4.887 (5.011)] [KD 7.151 (7.113)] +2024-10-12 00:14:59,747 - Train: 4.51% [56450/1251000] [45.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002985] [CE 5.330 (4.892)] [KD 7.351 (7.037)] +2024-10-12 00:15:07,260 - Train: 4.52% [56500/1251000] [45.2/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.002985] [CE 4.612 (4.934)] [KD 6.878 (7.012)] +2024-10-12 00:15:14,975 - Train: 4.52% [56550/1251000] [45.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002985] [CE 4.831 (4.913)] [KD 7.123 (7.019)] +2024-10-12 00:15:22,785 - Train: 4.52% [56600/1251000] [45.2/1000.0] [batch_t 0.142 (0.156)] [data_t 0.003] [optim_t 0.139] [lr 0.002985] [CE 5.158 (4.992)] [KD 7.167 (7.018)] +2024-10-12 00:15:30,451 - Train: 4.53% [56650/1251000] [45.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.002985] [CE 5.277 (5.014)] [KD 7.504 (7.124)] +2024-10-12 00:15:37,891 - Train: 4.53% [56700/1251000] [45.3/1000.0] [batch_t 0.159 (0.149)] [data_t 0.004] [optim_t 0.155] [lr 0.002985] [CE 4.383 (4.890)] [KD 6.986 (7.097)] +2024-10-12 00:15:45,296 - Train: 4.54% [56750/1251000] [45.4/1000.0] [batch_t 0.142 (0.148)] [data_t 0.004] [optim_t 0.138] [lr 0.002985] [CE 5.108 (4.990)] [KD 7.116 (7.160)] +2024-10-12 00:15:52,896 - Train: 4.54% [56800/1251000] [45.4/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.002985] [CE 4.747 (4.952)] [KD 6.631 (7.159)] +2024-10-12 00:16:00,299 - Train: 4.54% [56850/1251000] [45.4/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002985] [CE 4.620 (4.949)] [KD 6.569 (7.087)] +2024-10-12 00:16:08,073 - Train: 4.55% [56900/1251000] [45.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002985] [CE 5.079 (4.955)] [KD 7.141 (7.011)] +2024-10-12 00:16:15,565 - Train: 4.55% [56950/1251000] [45.5/1000.0] [batch_t 0.155 (0.150)] [data_t 0.006] [optim_t 0.149] [lr 0.002985] [CE 5.337 (4.955)] [KD 6.938 (7.070)] +2024-10-12 00:16:23,368 - Train: 4.56% [57000/1251000] [45.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.006] [optim_t 0.144] [lr 0.002985] [CE 4.894 (4.951)] [KD 7.467 (7.051)] +2024-10-12 00:16:30,962 - Train: 4.56% [57050/1251000] [45.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002985] [CE 5.005 (4.956)] [KD 7.613 (7.220)] +2024-10-12 00:16:38,443 - Train: 4.56% [57100/1251000] [45.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002985] [CE 4.921 (4.935)] [KD 7.050 (7.188)] +2024-10-12 00:16:45,891 - Train: 4.57% [57150/1251000] [45.7/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002985] [CE 4.519 (5.025)] [KD 6.709 (7.182)] +2024-10-12 00:16:53,554 - Train: 4.57% [57200/1251000] [45.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002985] [CE 5.009 (4.987)] [KD 7.259 (7.149)] +2024-10-12 00:17:01,134 - Train: 4.58% [57250/1251000] [45.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002985] [CE 4.872 (4.935)] [KD 7.104 (7.163)] +2024-10-12 00:17:08,859 - Train: 4.58% [57300/1251000] [45.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.002985] [CE 4.987 (5.031)] [KD 7.215 (7.086)] +2024-10-12 00:17:16,362 - Train: 4.58% [57350/1251000] [45.8/1000.0] [batch_t 0.152 (0.150)] [data_t 0.006] [optim_t 0.146] [lr 0.002985] [CE 4.768 (4.981)] [KD 7.205 (7.088)] +2024-10-12 00:17:23,751 - Train: 4.59% [57400/1251000] [45.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002985] [CE 5.075 (5.031)] [KD 7.120 (7.142)] +2024-10-12 00:17:31,602 - Train: 4.59% [57450/1251000] [45.9/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.002985] [CE 4.998 (4.904)] [KD 6.970 (6.982)] +2024-10-12 00:17:39,191 - Train: 4.60% [57500/1251000] [46.0/1000.0] [batch_t 0.150 (0.152)] [data_t 0.007] [optim_t 0.143] [lr 0.002985] [CE 5.059 (5.029)] [KD 7.160 (7.125)] +2024-10-12 00:17:45,990 - ==> Total time: 2:30:37 Eta: 2 days, 4:03:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 00:17:48,790 - Train: 4.60% [57550/1251000] [46.0/1000.0] [batch_t 0.146 (0.258)] [data_t 0.004] [optim_t 0.142] [lr 0.002985] [CE 5.286 (5.009)] [KD 7.110 (7.002)] +2024-10-12 00:17:56,305 - Train: 4.60% [57600/1251000] [46.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002984] [CE 5.006 (4.986)] [KD 7.052 (7.166)] +2024-10-12 00:18:04,058 - Train: 4.61% [57650/1251000] [46.1/1000.0] [batch_t 0.159 (0.155)] [data_t 0.003] [optim_t 0.156] [lr 0.002984] [CE 4.842 (4.983)] [KD 7.123 (7.147)] +2024-10-12 00:18:11,642 - Train: 4.61% [57700/1251000] [46.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002984] [CE 4.742 (4.973)] [KD 6.923 (7.011)] +2024-10-12 00:18:19,317 - Train: 4.62% [57750/1251000] [46.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002984] [CE 5.204 (4.969)] [KD 6.921 (7.103)] +2024-10-12 00:18:26,701 - Train: 4.62% [57800/1251000] [46.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002984] [CE 4.974 (4.907)] [KD 6.953 (6.845)] +2024-10-12 00:18:34,384 - Train: 4.62% [57850/1251000] [46.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.002984] [CE 5.361 (4.935)] [KD 7.028 (7.047)] +2024-10-12 00:18:41,761 - Train: 4.63% [57900/1251000] [46.3/1000.0] [batch_t 0.146 (0.147)] [data_t 0.003] [optim_t 0.143] [lr 0.002984] [CE 4.827 (4.958)] [KD 7.152 (7.147)] +2024-10-12 00:18:49,182 - Train: 4.63% [57950/1251000] [46.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.002984] [CE 4.918 (4.905)] [KD 7.161 (7.098)] +2024-10-12 00:18:56,725 - Train: 4.64% [58000/1251000] [46.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002984] [CE 4.741 (4.970)] [KD 7.146 (7.038)] +2024-10-12 00:19:04,590 - Train: 4.64% [58050/1251000] [46.4/1000.0] [batch_t 0.145 (0.157)] [data_t 0.004] [optim_t 0.141] [lr 0.002984] [CE 5.076 (4.997)] [KD 6.630 (6.987)] +2024-10-12 00:19:12,082 - Train: 4.64% [58100/1251000] [46.4/1000.0] [batch_t 0.143 (0.150)] [data_t 0.003] [optim_t 0.140] [lr 0.002984] [CE 4.893 (4.907)] [KD 7.078 (7.035)] +2024-10-12 00:19:19,469 - Train: 4.65% [58150/1251000] [46.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002984] [CE 5.424 (4.986)] [KD 7.357 (7.089)] +2024-10-12 00:19:26,855 - Train: 4.65% [58200/1251000] [46.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002984] [CE 5.281 (4.951)] [KD 7.446 (7.112)] +2024-10-12 00:19:34,228 - Train: 4.66% [58250/1251000] [46.6/1000.0] [batch_t 0.145 (0.147)] [data_t 0.003] [optim_t 0.142] [lr 0.002984] [CE 5.052 (5.007)] [KD 6.962 (7.166)] +2024-10-12 00:19:41,976 - Train: 4.66% [58300/1251000] [46.6/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002984] [CE 4.271 (4.971)] [KD 6.881 (7.066)] +2024-10-12 00:19:49,481 - Train: 4.66% [58350/1251000] [46.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002984] [CE 5.348 (5.003)] [KD 7.027 (7.018)] +2024-10-12 00:19:56,974 - Train: 4.67% [58400/1251000] [46.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002984] [CE 4.736 (4.950)] [KD 6.838 (7.095)] +2024-10-12 00:20:04,449 - Train: 4.67% [58450/1251000] [46.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002984] [CE 4.807 (4.999)] [KD 7.044 (7.045)] +2024-10-12 00:20:12,028 - Train: 4.68% [58500/1251000] [46.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.002984] [CE 4.772 (4.893)] [KD 6.975 (7.040)] +2024-10-12 00:20:19,355 - Train: 4.68% [58550/1251000] [46.8/1000.0] [batch_t 0.148 (0.146)] [data_t 0.005] [optim_t 0.143] [lr 0.002984] [CE 5.232 (4.961)] [KD 6.810 (7.109)] +2024-10-12 00:20:26,838 - Train: 4.68% [58600/1251000] [46.8/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002984] [CE 4.583 (4.961)] [KD 6.588 (7.126)] +2024-10-12 00:20:34,410 - Train: 4.69% [58650/1251000] [46.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002984] [CE 5.089 (4.965)] [KD 7.609 (7.201)] +2024-10-12 00:20:42,040 - Train: 4.69% [58700/1251000] [46.9/1000.0] [batch_t 0.143 (0.152)] [data_t 0.003] [optim_t 0.140] [lr 0.002984] [CE 5.220 (4.967)] [KD 6.846 (7.177)] +2024-10-12 00:20:49,691 - Train: 4.70% [58750/1251000] [47.0/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.002984] [CE 4.930 (5.002)] [KD 6.706 (7.095)] +2024-10-12 00:20:56,614 - ==> Total time: 2:33:47 Eta: 2 days, 3:58:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 00:20:59,109 - Train: 4.70% [58800/1251000] [47.0/1000.0] [batch_t 0.146 (0.298)] [data_t 0.005] [optim_t 0.142] [lr 0.002984] [CE 4.853 (4.645)] [KD 6.660 (6.834)] +2024-10-12 00:21:06,790 - Train: 4.70% [58850/1251000] [47.0/1000.0] [batch_t 0.160 (0.153)] [data_t 0.005] [optim_t 0.155] [lr 0.002984] [CE 5.254 (4.928)] [KD 7.066 (7.057)] +2024-10-12 00:21:14,527 - Train: 4.71% [58900/1251000] [47.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.002984] [CE 5.123 (4.916)] [KD 7.200 (6.970)] +2024-10-12 00:21:22,255 - Train: 4.71% [58950/1251000] [47.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.002984] [CE 4.854 (4.932)] [KD 7.018 (7.148)] +2024-10-12 00:21:29,709 - Train: 4.72% [59000/1251000] [47.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002984] [CE 4.734 (5.012)] [KD 7.098 (7.109)] +2024-10-12 00:21:37,196 - Train: 4.72% [59050/1251000] [47.2/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.151] [lr 0.002984] [CE 5.100 (4.884)] [KD 6.912 (6.933)] +2024-10-12 00:21:44,643 - Train: 4.72% [59100/1251000] [47.2/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002984] [CE 4.839 (4.939)] [KD 7.060 (7.084)] +2024-10-12 00:21:52,460 - Train: 4.73% [59150/1251000] [47.3/1000.0] [batch_t 0.148 (0.156)] [data_t 0.006] [optim_t 0.142] [lr 0.002984] [CE 5.184 (4.965)] [KD 7.378 (7.024)] +2024-10-12 00:21:59,924 - Train: 4.73% [59200/1251000] [47.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.002984] [CE 5.075 (4.943)] [KD 7.431 (7.177)] +2024-10-12 00:22:07,488 - Train: 4.74% [59250/1251000] [47.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002984] [CE 5.190 (4.959)] [KD 6.981 (7.168)] +2024-10-12 00:22:15,006 - Train: 4.74% [59300/1251000] [47.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002984] [CE 4.241 (5.013)] [KD 7.012 (7.050)] +2024-10-12 00:22:22,661 - Train: 4.74% [59350/1251000] [47.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002984] [CE 4.960 (4.903)] [KD 6.900 (7.041)] +2024-10-12 00:22:30,051 - Train: 4.75% [59400/1251000] [47.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002984] [CE 4.735 (4.872)] [KD 6.839 (6.999)] +2024-10-12 00:22:37,600 - Train: 4.75% [59450/1251000] [47.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002983] [CE 4.887 (4.933)] [KD 6.906 (7.044)] +2024-10-12 00:22:45,064 - Train: 4.76% [59500/1251000] [47.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002983] [CE 5.084 (4.935)] [KD 6.976 (6.946)] +2024-10-12 00:22:52,832 - Train: 4.76% [59550/1251000] [47.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.002983] [CE 4.745 (4.959)] [KD 6.803 (7.074)] +2024-10-12 00:23:00,426 - Train: 4.76% [59600/1251000] [47.6/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.002983] [CE 5.512 (4.970)] [KD 7.180 (7.042)] +2024-10-12 00:23:07,938 - Train: 4.77% [59650/1251000] [47.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002983] [CE 4.882 (4.946)] [KD 6.779 (7.090)] +2024-10-12 00:23:15,543 - Train: 4.77% [59700/1251000] [47.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002983] [CE 4.857 (4.944)] [KD 6.901 (7.102)] +2024-10-12 00:23:23,127 - Train: 4.78% [59750/1251000] [47.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002983] [CE 4.827 (4.933)] [KD 7.078 (7.000)] +2024-10-12 00:23:30,787 - Train: 4.78% [59800/1251000] [47.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002983] [CE 4.783 (4.949)] [KD 6.971 (6.976)] +2024-10-12 00:23:38,348 - Train: 4.78% [59850/1251000] [47.8/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.002983] [CE 5.214 (4.938)] [KD 7.254 (7.086)] +2024-10-12 00:23:45,777 - Train: 4.79% [59900/1251000] [47.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.002983] [CE 5.081 (4.971)] [KD 6.978 (7.128)] +2024-10-12 00:23:53,265 - Train: 4.79% [59950/1251000] [47.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002983] [CE 5.051 (4.951)] [KD 6.519 (6.988)] +2024-10-12 00:24:01,099 - Train: 4.80% [60000/1251000] [48.0/1000.0] [batch_t 0.155 (0.157)] [data_t 0.005] [optim_t 0.151] [lr 0.002983] [CE 4.970 (4.919)] [KD 7.126 (6.965)] +2024-10-12 00:24:08,184 - ==> Total time: 2:36:59 Eta: 2 days, 3:53:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 00:24:10,417 - Train: 4.80% [60050/1251000] [48.0/1000.0] [batch_t 0.152 (0.325)] [data_t 0.003] [optim_t 0.149] [lr 0.002983] [CE 5.006 (5.038)] [KD 6.736 (6.802)] +2024-10-12 00:24:18,097 - Train: 4.80% [60100/1251000] [48.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.002983] [CE 4.620 (4.911)] [KD 6.935 (6.967)] +2024-10-12 00:24:25,848 - Train: 4.81% [60150/1251000] [48.1/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.002983] [CE 5.072 (4.972)] [KD 7.028 (7.058)] +2024-10-12 00:24:33,457 - Train: 4.81% [60200/1251000] [48.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002983] [CE 5.442 (4.982)] [KD 7.295 (7.105)] +2024-10-12 00:24:40,933 - Train: 4.82% [60250/1251000] [48.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002983] [CE 4.772 (5.002)] [KD 7.126 (7.112)] +2024-10-12 00:24:48,483 - Train: 4.82% [60300/1251000] [48.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002983] [CE 4.383 (4.943)] [KD 7.008 (7.070)] +2024-10-12 00:24:55,866 - Train: 4.82% [60350/1251000] [48.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002983] [CE 4.976 (4.961)] [KD 6.641 (6.986)] +2024-10-12 00:25:03,825 - Train: 4.83% [60400/1251000] [48.3/1000.0] [batch_t 0.152 (0.159)] [data_t 0.003] [optim_t 0.149] [lr 0.002983] [CE 5.126 (4.978)] [KD 6.832 (6.967)] +2024-10-12 00:25:11,289 - Train: 4.83% [60450/1251000] [48.3/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.002983] [CE 5.034 (4.893)] [KD 6.893 (6.900)] +2024-10-12 00:25:18,835 - Train: 4.84% [60500/1251000] [48.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002983] [CE 4.491 (4.914)] [KD 6.941 (6.930)] +2024-10-12 00:25:26,643 - Train: 4.84% [60550/1251000] [48.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.002983] [CE 4.910 (4.936)] [KD 7.097 (7.073)] +2024-10-12 00:25:34,054 - Train: 4.84% [60600/1251000] [48.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002983] [CE 4.983 (4.972)] [KD 6.881 (6.995)] +2024-10-12 00:25:41,442 - Train: 4.85% [60650/1251000] [48.5/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002983] [CE 4.779 (5.021)] [KD 6.984 (7.065)] +2024-10-12 00:25:48,969 - Train: 4.85% [60700/1251000] [48.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002983] [CE 5.278 (4.962)] [KD 7.146 (7.164)] +2024-10-12 00:25:56,402 - Train: 4.86% [60750/1251000] [48.6/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.002983] [CE 4.727 (4.991)] [KD 7.251 (7.026)] +2024-10-12 00:26:04,122 - Train: 4.86% [60800/1251000] [48.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.002983] [CE 4.865 (4.945)] [KD 6.909 (7.164)] +2024-10-12 00:26:11,966 - Train: 4.86% [60850/1251000] [48.6/1000.0] [batch_t 0.148 (0.157)] [data_t 0.006] [optim_t 0.142] [lr 0.002983] [CE 4.925 (4.965)] [KD 6.951 (7.077)] +2024-10-12 00:26:19,362 - Train: 4.87% [60900/1251000] [48.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002983] [CE 5.049 (4.923)] [KD 7.228 (7.006)] +2024-10-12 00:26:26,863 - Train: 4.87% [60950/1251000] [48.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002983] [CE 5.014 (5.014)] [KD 6.918 (7.015)] +2024-10-12 00:26:34,440 - Train: 4.88% [61000/1251000] [48.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.002983] [CE 4.470 (4.998)] [KD 7.178 (7.167)] +2024-10-12 00:26:41,862 - Train: 4.88% [61050/1251000] [48.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002983] [CE 4.820 (5.001)] [KD 7.119 (7.063)] +2024-10-12 00:26:49,325 - Train: 4.88% [61100/1251000] [48.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002983] [CE 5.068 (5.050)] [KD 7.208 (7.326)] +2024-10-12 00:26:57,055 - Train: 4.89% [61150/1251000] [48.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002983] [CE 4.830 (4.913)] [KD 6.709 (7.002)] +2024-10-12 00:27:04,518 - Train: 4.89% [61200/1251000] [48.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002982] [CE 4.994 (4.964)] [KD 6.994 (7.036)] +2024-10-12 00:27:12,556 - Train: 4.90% [61250/1251000] [49.0/1000.0] [batch_t 0.150 (0.161)] [data_t 0.004] [optim_t 0.146] [lr 0.002982] [CE 4.558 (4.909)] [KD 6.712 (7.027)] +2024-10-12 00:27:19,741 - ==> Total time: 2:40:10 Eta: 2 days, 3:48:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 00:27:21,922 - Train: 4.90% [61300/1251000] [49.0/1000.0] [batch_t 0.488 (0.488)] [data_t 0.300] [optim_t 0.188] [lr 0.002982] [CE 5.111 (5.111)] [KD 7.229 (7.229)] +2024-10-12 00:27:29,504 - Train: 4.90% [61350/1251000] [49.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002982] [CE 5.181 (4.933)] [KD 6.987 (7.016)] +2024-10-12 00:27:36,932 - Train: 4.91% [61400/1251000] [49.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002982] [CE 5.298 (4.969)] [KD 6.830 (7.116)] +2024-10-12 00:27:44,609 - Train: 4.91% [61450/1251000] [49.1/1000.0] [batch_t 0.154 (0.153)] [data_t 0.007] [optim_t 0.147] [lr 0.002982] [CE 5.102 (4.955)] [KD 7.163 (7.054)] +2024-10-12 00:27:52,064 - Train: 4.92% [61500/1251000] [49.2/1000.0] [batch_t 0.153 (0.149)] [data_t 0.003] [optim_t 0.150] [lr 0.002982] [CE 5.116 (4.905)] [KD 6.964 (6.968)] +2024-10-12 00:27:59,872 - Train: 4.92% [61550/1251000] [49.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.006] [optim_t 0.144] [lr 0.002982] [CE 5.109 (4.935)] [KD 7.366 (6.993)] +2024-10-12 00:28:07,479 - Train: 4.92% [61600/1251000] [49.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002982] [CE 5.115 (4.947)] [KD 7.347 (7.082)] +2024-10-12 00:28:15,153 - Train: 4.93% [61650/1251000] [49.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002982] [CE 5.190 (4.949)] [KD 7.099 (7.016)] +2024-10-12 00:28:22,555 - Train: 4.93% [61700/1251000] [49.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002982] [CE 5.067 (4.981)] [KD 6.808 (6.997)] +2024-10-12 00:28:30,000 - Train: 4.94% [61750/1251000] [49.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002982] [CE 4.953 (5.009)] [KD 6.699 (7.037)] +2024-10-12 00:28:37,477 - Train: 4.94% [61800/1251000] [49.4/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002982] [CE 4.822 (4.970)] [KD 6.962 (7.008)] +2024-10-12 00:28:45,176 - Train: 4.94% [61850/1251000] [49.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002982] [CE 5.323 (4.967)] [KD 7.097 (7.082)] +2024-10-12 00:28:52,933 - Train: 4.95% [61900/1251000] [49.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.002982] [CE 5.227 (5.023)] [KD 7.118 (7.166)] +2024-10-12 00:29:00,423 - Train: 4.95% [61950/1251000] [49.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002982] [CE 4.700 (4.955)] [KD 6.790 (7.039)] +2024-10-12 00:29:08,021 - Train: 4.96% [62000/1251000] [49.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002982] [CE 4.430 (4.939)] [KD 6.544 (7.032)] +2024-10-12 00:29:15,729 - Train: 4.96% [62050/1251000] [49.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002982] [CE 5.009 (4.908)] [KD 7.443 (7.035)] +2024-10-12 00:29:23,372 - Train: 4.96% [62100/1251000] [49.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002982] [CE 4.982 (4.929)] [KD 7.219 (6.943)] +2024-10-12 00:29:30,837 - Train: 4.97% [62150/1251000] [49.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002982] [CE 5.065 (4.900)] [KD 6.766 (7.126)] +2024-10-12 00:29:38,289 - Train: 4.97% [62200/1251000] [49.7/1000.0] [batch_t 0.152 (0.149)] [data_t 0.006] [optim_t 0.146] [lr 0.002982] [CE 5.260 (5.042)] [KD 6.758 (7.146)] +2024-10-12 00:29:45,817 - Train: 4.98% [62250/1251000] [49.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002982] [CE 5.022 (5.009)] [KD 6.750 (7.004)] +2024-10-12 00:29:53,510 - Train: 4.98% [62300/1251000] [49.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002982] [CE 4.941 (4.911)] [KD 6.983 (7.015)] +2024-10-12 00:30:00,896 - Train: 4.98% [62350/1251000] [49.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002982] [CE 5.259 (4.987)] [KD 7.323 (7.100)] +2024-10-12 00:30:08,494 - Train: 4.99% [62400/1251000] [49.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002982] [CE 5.060 (4.952)] [KD 7.431 (7.102)] +2024-10-12 00:30:16,227 - Train: 4.99% [62450/1251000] [49.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.002982] [CE 4.671 (4.965)] [KD 7.119 (7.182)] +2024-10-12 00:30:23,819 - Train: 5.00% [62500/1251000] [50.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002982] [CE 4.606 (4.965)] [KD 7.059 (7.104)] +2024-10-12 00:30:31,327 - Train: 5.00% [62550/1251000] [50.0/1000.0] [batch_t 0.143 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.002982] [CE 4.707 (4.952)] [KD 6.858 (7.009)] +2024-10-12 00:30:37,110 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.107)] [top1_cnt 29188] [top5_cnt 40925] [top_all 50000] +2024-10-12 00:30:37,110 - net: 58.376 (81.850) +2024-10-12 00:30:42,956 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 32427] [top5_cnt 43110] [top_all 50000] +2024-10-12 00:30:42,957 - net_E: 64.854 (86.220) +2024-10-12 00:30:43,106 - Max [top1: 58.376 (epoch: 50)] [top1-ema: 64.854 (epoch: 50)] +2024-10-12 00:30:43,107 - ==> Total time: 2:43:34 Eta: 2 days, 3:47:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 00:30:54,380 - Train: 5.00% [62600/1251000] [50.0/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.002982] [CE 4.736 (4.975)] [KD 6.823 (6.948)] +2024-10-12 00:31:01,971 - Train: 5.01% [62650/1251000] [50.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002982] [CE 5.168 (5.033)] [KD 7.157 (7.143)] +2024-10-12 00:31:09,858 - Train: 5.01% [62700/1251000] [50.1/1000.0] [batch_t 0.152 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.002982] [CE 4.481 (5.018)] [KD 7.113 (7.175)] +2024-10-12 00:31:17,339 - Train: 5.02% [62750/1251000] [50.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002982] [CE 5.479 (4.947)] [KD 7.301 (7.062)] +2024-10-12 00:31:25,057 - Train: 5.02% [62800/1251000] [50.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002982] [CE 4.707 (4.911)] [KD 7.234 (7.007)] +2024-10-12 00:31:32,625 - Train: 5.02% [62850/1251000] [50.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002982] [CE 5.251 (4.960)] [KD 7.280 (7.035)] +2024-10-12 00:31:40,259 - Train: 5.03% [62900/1251000] [50.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.002982] [CE 5.227 (4.953)] [KD 7.149 (7.018)] +2024-10-12 00:31:47,981 - Train: 5.03% [62950/1251000] [50.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.002981] [CE 4.955 (4.887)] [KD 7.259 (7.049)] +2024-10-12 00:31:55,420 - Train: 5.04% [63000/1251000] [50.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.002981] [CE 4.217 (4.982)] [KD 6.835 (7.029)] +2024-10-12 00:32:02,868 - Train: 5.04% [63050/1251000] [50.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002981] [CE 4.671 (4.963)] [KD 6.745 (7.018)] +2024-10-12 00:32:10,545 - Train: 5.04% [63100/1251000] [50.4/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.002981] [CE 5.176 (4.929)] [KD 7.142 (7.009)] +2024-10-12 00:32:18,199 - Train: 5.05% [63150/1251000] [50.5/1000.0] [batch_t 0.158 (0.153)] [data_t 0.005] [optim_t 0.153] [lr 0.002981] [CE 5.229 (5.014)] [KD 7.135 (7.053)] +2024-10-12 00:32:25,871 - Train: 5.05% [63200/1251000] [50.5/1000.0] [batch_t 0.288 (0.153)] [data_t 0.004] [optim_t 0.284] [lr 0.002981] [CE 4.850 (5.006)] [KD 7.020 (7.088)] +2024-10-12 00:32:33,464 - Train: 5.06% [63250/1251000] [50.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.002981] [CE 4.994 (4.889)] [KD 6.836 (7.036)] +2024-10-12 00:32:41,053 - Train: 5.06% [63300/1251000] [50.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002981] [CE 4.694 (4.943)] [KD 7.040 (7.025)] +2024-10-12 00:32:48,663 - Train: 5.06% [63350/1251000] [50.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002981] [CE 5.090 (4.950)] [KD 7.014 (7.105)] +2024-10-12 00:32:56,284 - Train: 5.07% [63400/1251000] [50.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.009] [optim_t 0.141] [lr 0.002981] [CE 5.341 (4.985)] [KD 7.338 (7.005)] +2024-10-12 00:33:03,827 - Train: 5.07% [63450/1251000] [50.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002981] [CE 4.910 (4.933)] [KD 7.005 (7.101)] +2024-10-12 00:33:11,463 - Train: 5.08% [63500/1251000] [50.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002981] [CE 4.975 (4.975)] [KD 7.073 (7.056)] +2024-10-12 00:33:19,151 - Train: 5.08% [63550/1251000] [50.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002981] [CE 4.857 (4.957)] [KD 6.692 (6.940)] +2024-10-12 00:33:26,606 - Train: 5.08% [63600/1251000] [50.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.002981] [CE 5.002 (4.931)] [KD 7.130 (6.970)] +2024-10-12 00:33:34,205 - Train: 5.09% [63650/1251000] [50.9/1000.0] [batch_t 0.158 (0.152)] [data_t 0.007] [optim_t 0.151] [lr 0.002981] [CE 4.748 (4.970)] [KD 7.391 (7.069)] +2024-10-12 00:33:41,761 - Train: 5.09% [63700/1251000] [50.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002981] [CE 5.035 (4.938)] [KD 7.378 (7.077)] +2024-10-12 00:33:49,419 - Train: 5.10% [63750/1251000] [51.0/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.002981] [CE 4.951 (4.918)] [KD 7.263 (7.129)] +2024-10-12 00:33:57,091 - Train: 5.10% [63800/1251000] [51.0/1000.0] [batch_t 0.139 (0.153)] [data_t 0.004] [optim_t 0.135] [lr 0.002981] [CE 4.788 (4.962)] [KD 7.409 (7.090)] +2024-10-12 00:33:57,231 - ==> Total time: 2:46:48 Eta: 2 days, 3:43:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 00:34:07,027 - Train: 5.10% [63850/1251000] [51.0/1000.0] [batch_t 0.150 (0.160)] [data_t 0.006] [optim_t 0.144] [lr 0.002981] [CE 5.106 (4.960)] [KD 7.128 (7.113)] +2024-10-12 00:34:14,499 - Train: 5.11% [63900/1251000] [51.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002981] [CE 4.746 (4.910)] [KD 6.709 (6.955)] +2024-10-12 00:34:22,224 - Train: 5.11% [63950/1251000] [51.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.002981] [CE 5.100 (4.955)] [KD 7.299 (7.099)] +2024-10-12 00:34:29,677 - Train: 5.12% [64000/1251000] [51.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002981] [CE 4.819 (4.971)] [KD 6.470 (6.926)] +2024-10-12 00:34:37,166 - Train: 5.12% [64050/1251000] [51.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002981] [CE 4.785 (4.936)] [KD 7.118 (6.945)] +2024-10-12 00:34:44,872 - Train: 5.12% [64100/1251000] [51.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002981] [CE 4.806 (4.860)] [KD 6.897 (6.954)] +2024-10-12 00:34:52,671 - Train: 5.13% [64150/1251000] [51.3/1000.0] [batch_t 0.158 (0.156)] [data_t 0.004] [optim_t 0.153] [lr 0.002981] [CE 5.005 (5.004)] [KD 7.058 (7.055)] +2024-10-12 00:35:00,460 - Train: 5.13% [64200/1251000] [51.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.002981] [CE 4.970 (4.876)] [KD 6.866 (7.000)] +2024-10-12 00:35:08,211 - Train: 5.14% [64250/1251000] [51.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.002981] [CE 4.791 (4.977)] [KD 6.978 (6.957)] +2024-10-12 00:35:15,657 - Train: 5.14% [64300/1251000] [51.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002981] [CE 4.830 (4.907)] [KD 6.998 (6.988)] +2024-10-12 00:35:23,101 - Train: 5.14% [64350/1251000] [51.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002981] [CE 4.657 (4.930)] [KD 6.773 (6.962)] +2024-10-12 00:35:30,776 - Train: 5.15% [64400/1251000] [51.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002981] [CE 4.863 (4.946)] [KD 6.838 (6.895)] +2024-10-12 00:35:38,209 - Train: 5.15% [64450/1251000] [51.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002981] [CE 4.860 (4.986)] [KD 6.851 (6.908)] +2024-10-12 00:35:45,955 - Train: 5.16% [64500/1251000] [51.6/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.140] [lr 0.002981] [CE 5.068 (4.907)] [KD 7.046 (6.909)] +2024-10-12 00:35:53,383 - Train: 5.16% [64550/1251000] [51.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002981] [CE 5.333 (4.973)] [KD 7.177 (6.971)] +2024-10-12 00:36:00,961 - Train: 5.16% [64600/1251000] [51.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002981] [CE 5.156 (4.906)] [KD 7.477 (6.904)] +2024-10-12 00:36:08,792 - Train: 5.17% [64650/1251000] [51.7/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.002980] [CE 5.190 (4.944)] [KD 7.015 (7.056)] +2024-10-12 00:36:16,357 - Train: 5.17% [64700/1251000] [51.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002980] [CE 5.354 (4.974)] [KD 7.085 (6.917)] +2024-10-12 00:36:23,836 - Train: 5.18% [64750/1251000] [51.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002980] [CE 4.783 (4.911)] [KD 6.894 (7.060)] +2024-10-12 00:36:31,520 - Train: 5.18% [64800/1251000] [51.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.002980] [CE 4.684 (4.892)] [KD 6.797 (6.957)] +2024-10-12 00:36:39,092 - Train: 5.18% [64850/1251000] [51.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.002980] [CE 4.852 (4.961)] [KD 7.019 (7.055)] +2024-10-12 00:36:46,560 - Train: 5.19% [64900/1251000] [51.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002980] [CE 4.678 (4.902)] [KD 6.647 (6.960)] +2024-10-12 00:36:54,168 - Train: 5.19% [64950/1251000] [51.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002980] [CE 5.166 (4.892)] [KD 6.880 (6.886)] +2024-10-12 00:37:01,888 - Train: 5.20% [65000/1251000] [52.0/1000.0] [batch_t 0.157 (0.154)] [data_t 0.006] [optim_t 0.151] [lr 0.002980] [CE 4.592 (5.026)] [KD 6.976 (7.004)] +2024-10-12 00:37:09,484 - Train: 5.20% [65050/1251000] [52.0/1000.0] [batch_t 0.140 (0.152)] [data_t 0.003] [optim_t 0.137] [lr 0.002980] [CE 4.895 (4.913)] [KD 6.852 (6.946)] +2024-10-12 00:37:09,765 - ==> Total time: 2:50:00 Eta: 2 days, 3:39:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 00:37:19,148 - Train: 5.20% [65100/1251000] [52.0/1000.0] [batch_t 0.153 (0.161)] [data_t 0.005] [optim_t 0.148] [lr 0.002980] [CE 4.891 (4.925)] [KD 6.867 (6.904)] +2024-10-12 00:37:26,739 - Train: 5.21% [65150/1251000] [52.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002980] [CE 5.155 (4.923)] [KD 6.918 (6.958)] +2024-10-12 00:37:34,120 - Train: 5.21% [65200/1251000] [52.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002980] [CE 5.058 (5.002)] [KD 7.517 (7.048)] +2024-10-12 00:37:41,612 - Train: 5.22% [65250/1251000] [52.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.002980] [CE 5.097 (4.957)] [KD 7.350 (6.905)] +2024-10-12 00:37:49,244 - Train: 5.22% [65300/1251000] [52.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.002980] [CE 4.938 (5.025)] [KD 7.017 (6.994)] +2024-10-12 00:37:56,657 - Train: 5.22% [65350/1251000] [52.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002980] [CE 5.018 (4.923)] [KD 7.242 (6.987)] +2024-10-12 00:38:04,186 - Train: 5.23% [65400/1251000] [52.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002980] [CE 4.874 (4.928)] [KD 7.315 (6.916)] +2024-10-12 00:38:11,715 - Train: 5.23% [65450/1251000] [52.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002980] [CE 5.285 (4.912)] [KD 7.310 (6.992)] +2024-10-12 00:38:19,229 - Train: 5.24% [65500/1251000] [52.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002980] [CE 5.352 (4.985)] [KD 7.104 (7.125)] +2024-10-12 00:38:26,892 - Train: 5.24% [65550/1251000] [52.4/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.002980] [CE 5.168 (4.964)] [KD 7.003 (6.992)] +2024-10-12 00:38:34,374 - Train: 5.24% [65600/1251000] [52.4/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.002980] [CE 5.065 (4.924)] [KD 7.101 (6.977)] +2024-10-12 00:38:41,838 - Train: 5.25% [65650/1251000] [52.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002980] [CE 4.509 (4.923)] [KD 6.599 (7.082)] +2024-10-12 00:38:49,283 - Train: 5.25% [65700/1251000] [52.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002980] [CE 4.886 (4.896)] [KD 7.344 (6.959)] +2024-10-12 00:38:56,783 - Train: 5.26% [65750/1251000] [52.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002980] [CE 5.132 (4.924)] [KD 7.182 (6.936)] +2024-10-12 00:39:04,165 - Train: 5.26% [65800/1251000] [52.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002980] [CE 5.099 (5.040)] [KD 7.114 (7.117)] +2024-10-12 00:39:11,706 - Train: 5.26% [65850/1251000] [52.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002980] [CE 4.627 (4.994)] [KD 6.873 (6.992)] +2024-10-12 00:39:19,452 - Train: 5.27% [65900/1251000] [52.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.002980] [CE 5.328 (4.933)] [KD 7.573 (7.087)] +2024-10-12 00:39:26,998 - Train: 5.27% [65950/1251000] [52.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002980] [CE 4.692 (4.979)] [KD 6.918 (7.098)] +2024-10-12 00:39:34,550 - Train: 5.28% [66000/1251000] [52.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002980] [CE 4.676 (4.928)] [KD 7.090 (7.073)] +2024-10-12 00:39:41,926 - Train: 5.28% [66050/1251000] [52.8/1000.0] [batch_t 0.144 (0.147)] [data_t 0.003] [optim_t 0.141] [lr 0.002980] [CE 4.484 (4.900)] [KD 7.015 (7.063)] +2024-10-12 00:39:49,444 - Train: 5.28% [66100/1251000] [52.8/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.140] [lr 0.002980] [CE 5.291 (5.007)] [KD 7.136 (7.097)] +2024-10-12 00:39:57,077 - Train: 5.29% [66150/1251000] [52.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002980] [CE 4.853 (4.985)] [KD 6.916 (7.106)] +2024-10-12 00:40:04,527 - Train: 5.29% [66200/1251000] [52.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002980] [CE 4.966 (4.943)] [KD 7.360 (7.018)] +2024-10-12 00:40:12,291 - Train: 5.30% [66250/1251000] [53.0/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.002979] [CE 4.899 (4.981)] [KD 6.883 (7.077)] +2024-10-12 00:40:19,643 - Train: 5.30% [66300/1251000] [53.0/1000.0] [batch_t 0.138 (0.147)] [data_t 0.003] [optim_t 0.135] [lr 0.002979] [CE 4.574 (4.970)] [KD 6.872 (6.996)] +2024-10-12 00:40:20,063 - ==> Total time: 2:53:11 Eta: 2 days, 3:34:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 00:40:29,365 - Train: 5.30% [66350/1251000] [53.0/1000.0] [batch_t 0.303 (0.165)] [data_t 0.005] [optim_t 0.298] [lr 0.002979] [CE 5.140 (4.963)] [KD 7.244 (7.100)] +2024-10-12 00:40:36,738 - Train: 5.31% [66400/1251000] [53.1/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.002979] [CE 4.948 (4.944)] [KD 6.991 (6.852)] +2024-10-12 00:40:44,194 - Train: 5.31% [66450/1251000] [53.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002979] [CE 4.676 (4.896)] [KD 7.088 (6.907)] +2024-10-12 00:40:51,828 - Train: 5.32% [66500/1251000] [53.2/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.002979] [CE 5.088 (4.925)] [KD 7.249 (6.944)] +2024-10-12 00:40:59,386 - Train: 5.32% [66550/1251000] [53.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.002979] [CE 5.103 (5.035)] [KD 6.943 (7.026)] +2024-10-12 00:41:06,973 - Train: 5.32% [66600/1251000] [53.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.007] [optim_t 0.141] [lr 0.002979] [CE 5.144 (4.981)] [KD 7.268 (7.004)] +2024-10-12 00:41:14,566 - Train: 5.33% [66650/1251000] [53.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002979] [CE 4.935 (4.940)] [KD 7.235 (7.013)] +2024-10-12 00:41:22,184 - Train: 5.33% [66700/1251000] [53.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.002979] [CE 4.873 (4.936)] [KD 6.882 (6.941)] +2024-10-12 00:41:29,801 - Train: 5.34% [66750/1251000] [53.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.002979] [CE 4.689 (4.932)] [KD 6.871 (6.924)] +2024-10-12 00:41:37,404 - Train: 5.34% [66800/1251000] [53.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002979] [CE 5.071 (4.957)] [KD 6.571 (6.919)] +2024-10-12 00:41:44,973 - Train: 5.34% [66850/1251000] [53.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002979] [CE 4.700 (4.865)] [KD 6.653 (6.922)] +2024-10-12 00:41:52,424 - Train: 5.35% [66900/1251000] [53.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002979] [CE 4.812 (4.963)] [KD 7.058 (7.024)] +2024-10-12 00:42:00,266 - Train: 5.35% [66950/1251000] [53.5/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.002979] [CE 5.016 (4.928)] [KD 6.844 (6.974)] +2024-10-12 00:42:07,898 - Train: 5.36% [67000/1251000] [53.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.002979] [CE 4.960 (4.904)] [KD 6.703 (6.846)] +2024-10-12 00:42:15,372 - Train: 5.36% [67050/1251000] [53.6/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.002979] [CE 4.720 (4.954)] [KD 6.920 (6.848)] +2024-10-12 00:42:22,888 - Train: 5.36% [67100/1251000] [53.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.002979] [CE 4.764 (4.880)] [KD 6.731 (6.919)] +2024-10-12 00:42:30,307 - Train: 5.37% [67150/1251000] [53.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002979] [CE 4.770 (4.917)] [KD 7.316 (6.984)] +2024-10-12 00:42:38,119 - Train: 5.37% [67200/1251000] [53.7/1000.0] [batch_t 0.144 (0.156)] [data_t 0.004] [optim_t 0.140] [lr 0.002979] [CE 4.904 (4.875)] [KD 7.036 (7.018)] +2024-10-12 00:42:45,669 - Train: 5.38% [67250/1251000] [53.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002979] [CE 5.447 (5.019)] [KD 7.502 (7.063)] +2024-10-12 00:42:53,136 - Train: 5.38% [67300/1251000] [53.8/1000.0] [batch_t 0.143 (0.149)] [data_t 0.004] [optim_t 0.139] [lr 0.002979] [CE 4.913 (4.959)] [KD 6.808 (6.975)] +2024-10-12 00:43:00,795 - Train: 5.38% [67350/1251000] [53.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002979] [CE 4.887 (4.974)] [KD 6.919 (6.823)] +2024-10-12 00:43:08,305 - Train: 5.39% [67400/1251000] [53.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002979] [CE 5.242 (4.876)] [KD 7.041 (6.902)] +2024-10-12 00:43:15,880 - Train: 5.39% [67450/1251000] [53.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002979] [CE 4.876 (4.954)] [KD 7.206 (7.112)] +2024-10-12 00:43:23,455 - Train: 5.40% [67500/1251000] [54.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002979] [CE 4.724 (4.917)] [KD 6.975 (7.039)] +2024-10-12 00:43:30,924 - Train: 5.40% [67550/1251000] [54.0/1000.0] [batch_t 0.138 (0.149)] [data_t 0.005] [optim_t 0.133] [lr 0.002979] [CE 4.654 (4.965)] [KD 6.750 (7.024)] +2024-10-12 00:43:31,487 - ==> Total time: 2:56:22 Eta: 2 days, 3:29:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 00:43:40,617 - Train: 5.40% [67600/1251000] [54.0/1000.0] [batch_t 0.145 (0.159)] [data_t 0.004] [optim_t 0.142] [lr 0.002979] [CE 5.082 (4.989)] [KD 6.698 (6.989)] +2024-10-12 00:43:48,219 - Train: 5.41% [67650/1251000] [54.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002979] [CE 4.174 (4.873)] [KD 6.324 (6.920)] +2024-10-12 00:43:55,647 - Train: 5.41% [67700/1251000] [54.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002979] [CE 4.874 (4.941)] [KD 7.072 (6.870)] +2024-10-12 00:44:03,241 - Train: 5.42% [67750/1251000] [54.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002979] [CE 4.576 (4.910)] [KD 6.787 (6.806)] +2024-10-12 00:44:10,967 - Train: 5.42% [67800/1251000] [54.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002979] [CE 5.200 (4.941)] [KD 6.788 (7.032)] +2024-10-12 00:44:18,575 - Train: 5.42% [67850/1251000] [54.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002978] [CE 5.222 (4.947)] [KD 6.845 (6.951)] +2024-10-12 00:44:26,360 - Train: 5.43% [67900/1251000] [54.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.002978] [CE 5.186 (4.937)] [KD 7.120 (6.958)] +2024-10-12 00:44:33,811 - Train: 5.43% [67950/1251000] [54.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002978] [CE 5.136 (4.933)] [KD 6.613 (7.003)] +2024-10-12 00:44:41,271 - Train: 5.44% [68000/1251000] [54.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002978] [CE 5.229 (4.972)] [KD 7.149 (6.996)] +2024-10-12 00:44:48,896 - Train: 5.44% [68050/1251000] [54.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.002978] [CE 4.892 (4.909)] [KD 6.803 (6.948)] +2024-10-12 00:44:56,391 - Train: 5.44% [68100/1251000] [54.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.002978] [CE 4.633 (4.944)] [KD 6.926 (6.967)] +2024-10-12 00:45:04,078 - Train: 5.45% [68150/1251000] [54.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.002978] [CE 4.846 (4.963)] [KD 7.170 (6.926)] +2024-10-12 00:45:12,041 - Train: 5.45% [68200/1251000] [54.5/1000.0] [batch_t 0.156 (0.159)] [data_t 0.004] [optim_t 0.153] [lr 0.002978] [CE 4.656 (4.943)] [KD 7.010 (6.945)] +2024-10-12 00:45:19,582 - Train: 5.46% [68250/1251000] [54.6/1000.0] [batch_t 0.154 (0.151)] [data_t 0.006] [optim_t 0.148] [lr 0.002978] [CE 4.504 (4.947)] [KD 6.938 (7.057)] +2024-10-12 00:45:27,259 - Train: 5.46% [68300/1251000] [54.6/1000.0] [batch_t 0.276 (0.153)] [data_t 0.004] [optim_t 0.271] [lr 0.002978] [CE 4.645 (4.924)] [KD 7.157 (7.050)] +2024-10-12 00:45:34,764 - Train: 5.46% [68350/1251000] [54.6/1000.0] [batch_t 0.159 (0.150)] [data_t 0.008] [optim_t 0.151] [lr 0.002978] [CE 4.849 (4.947)] [KD 6.703 (6.886)] +2024-10-12 00:45:42,253 - Train: 5.47% [68400/1251000] [54.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002978] [CE 5.433 (4.941)] [KD 7.187 (7.011)] +2024-10-12 00:45:49,964 - Train: 5.47% [68450/1251000] [54.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002978] [CE 4.690 (4.908)] [KD 6.599 (6.857)] +2024-10-12 00:45:57,714 - Train: 5.48% [68500/1251000] [54.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.002978] [CE 4.795 (4.890)] [KD 7.128 (6.952)] +2024-10-12 00:46:05,257 - Train: 5.48% [68550/1251000] [54.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002978] [CE 4.984 (4.861)] [KD 6.729 (6.928)] +2024-10-12 00:46:12,889 - Train: 5.48% [68600/1251000] [54.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002978] [CE 5.075 (4.871)] [KD 7.255 (6.991)] +2024-10-12 00:46:20,529 - Train: 5.49% [68650/1251000] [54.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.002978] [CE 5.068 (4.967)] [KD 7.235 (6.985)] +2024-10-12 00:46:28,097 - Train: 5.49% [68700/1251000] [54.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002978] [CE 4.367 (4.906)] [KD 6.783 (6.884)] +2024-10-12 00:46:35,772 - Train: 5.50% [68750/1251000] [55.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002978] [CE 4.876 (4.904)] [KD 6.724 (6.895)] +2024-10-12 00:46:43,207 - Train: 5.50% [68800/1251000] [55.0/1000.0] [batch_t 0.138 (0.149)] [data_t 0.005] [optim_t 0.134] [lr 0.002978] [CE 4.446 (4.964)] [KD 7.087 (6.884)] +2024-10-12 00:46:49,672 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 29301] [top5_cnt 41177] [top_all 50000] +2024-10-12 00:46:49,672 - net: 58.602 (82.354) +2024-10-12 00:46:55,487 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 32636] [top5_cnt 43295] [top_all 50000] +2024-10-12 00:46:55,488 - net_E: 65.272 (86.590) +2024-10-12 00:46:55,649 - Max [top1: 58.602 (epoch: 55)] [top1-ema: 65.272 (epoch: 55)] +2024-10-12 00:46:55,649 - ==> Total time: 2:59:46 Eta: 2 days, 3:28:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 00:47:05,819 - Train: 5.50% [68850/1251000] [55.0/1000.0] [batch_t 0.146 (0.159)] [data_t 0.005] [optim_t 0.142] [lr 0.002978] [CE 5.315 (4.915)] [KD 7.157 (6.938)] +2024-10-12 00:47:13,554 - Train: 5.51% [68900/1251000] [55.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002978] [CE 5.282 (4.976)] [KD 6.898 (7.004)] +2024-10-12 00:47:21,134 - Train: 5.51% [68950/1251000] [55.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002978] [CE 4.969 (4.902)] [KD 7.162 (6.915)] +2024-10-12 00:47:28,676 - Train: 5.52% [69000/1251000] [55.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002978] [CE 4.874 (4.981)] [KD 7.240 (7.035)] +2024-10-12 00:47:36,241 - Train: 5.52% [69050/1251000] [55.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002978] [CE 4.520 (4.926)] [KD 6.808 (6.989)] +2024-10-12 00:47:43,798 - Train: 5.52% [69100/1251000] [55.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002978] [CE 4.989 (4.953)] [KD 7.202 (6.983)] +2024-10-12 00:47:51,354 - Train: 5.53% [69150/1251000] [55.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002978] [CE 5.043 (4.948)] [KD 6.881 (7.034)] +2024-10-12 00:47:58,807 - Train: 5.53% [69200/1251000] [55.3/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002978] [CE 4.963 (4.993)] [KD 6.999 (6.980)] +2024-10-12 00:48:06,403 - Train: 5.54% [69250/1251000] [55.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.002978] [CE 4.950 (4.871)] [KD 7.089 (6.829)] +2024-10-12 00:48:14,101 - Train: 5.54% [69300/1251000] [55.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.006] [optim_t 0.146] [lr 0.002978] [CE 5.024 (4.917)] [KD 7.047 (6.895)] +2024-10-12 00:48:21,690 - Train: 5.54% [69350/1251000] [55.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.002978] [CE 4.958 (4.925)] [KD 7.155 (6.899)] +2024-10-12 00:48:29,102 - Train: 5.55% [69400/1251000] [55.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002978] [CE 5.211 (4.908)] [KD 7.071 (6.960)] +2024-10-12 00:48:36,620 - Train: 5.55% [69450/1251000] [55.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002977] [CE 5.075 (4.999)] [KD 7.006 (7.012)] +2024-10-12 00:48:44,028 - Train: 5.56% [69500/1251000] [55.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002977] [CE 4.971 (4.945)] [KD 7.315 (6.998)] +2024-10-12 00:48:51,653 - Train: 5.56% [69550/1251000] [55.6/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.002977] [CE 4.569 (4.934)] [KD 6.891 (6.986)] +2024-10-12 00:48:59,259 - Train: 5.56% [69600/1251000] [55.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002977] [CE 4.782 (4.908)] [KD 6.916 (6.922)] +2024-10-12 00:49:06,695 - Train: 5.57% [69650/1251000] [55.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002977] [CE 5.030 (4.939)] [KD 6.901 (6.891)] +2024-10-12 00:49:14,133 - Train: 5.57% [69700/1251000] [55.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002977] [CE 5.042 (4.924)] [KD 7.217 (6.995)] +2024-10-12 00:49:21,914 - Train: 5.58% [69750/1251000] [55.8/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.002977] [CE 4.449 (4.984)] [KD 6.907 (7.066)] +2024-10-12 00:49:29,334 - Train: 5.58% [69800/1251000] [55.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002977] [CE 4.993 (4.883)] [KD 6.794 (6.936)] +2024-10-12 00:49:37,014 - Train: 5.58% [69850/1251000] [55.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002977] [CE 4.999 (4.982)] [KD 6.993 (6.951)] +2024-10-12 00:49:44,584 - Train: 5.59% [69900/1251000] [55.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002977] [CE 4.364 (4.908)] [KD 6.603 (6.976)] +2024-10-12 00:49:52,303 - Train: 5.59% [69950/1251000] [55.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.002977] [CE 5.075 (4.948)] [KD 7.014 (6.932)] +2024-10-12 00:49:59,911 - Train: 5.60% [70000/1251000] [56.0/1000.0] [batch_t 0.143 (0.152)] [data_t 0.004] [optim_t 0.139] [lr 0.002977] [CE 5.609 (5.001)] [KD 7.538 (7.061)] +2024-10-12 00:50:07,251 - Train: 5.60% [70050/1251000] [56.0/1000.0] [batch_t 0.140 (0.147)] [data_t 0.003] [optim_t 0.136] [lr 0.002977] [CE 5.196 (5.000)] [KD 7.105 (7.057)] +2024-10-12 00:50:08,111 - ==> Total time: 3:02:59 Eta: 2 days, 3:24:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 00:50:16,882 - Train: 5.60% [70100/1251000] [56.0/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.002977] [CE 5.010 (4.952)] [KD 6.912 (6.862)] +2024-10-12 00:50:24,529 - Train: 5.61% [70150/1251000] [56.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.002977] [CE 4.698 (4.919)] [KD 7.167 (6.941)] +2024-10-12 00:50:32,231 - Train: 5.61% [70200/1251000] [56.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002977] [CE 5.349 (5.004)] [KD 6.698 (7.060)] +2024-10-12 00:50:40,035 - Train: 5.62% [70250/1251000] [56.2/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.002977] [CE 4.708 (4.854)] [KD 6.773 (6.993)] +2024-10-12 00:50:47,562 - Train: 5.62% [70300/1251000] [56.2/1000.0] [batch_t 0.155 (0.150)] [data_t 0.007] [optim_t 0.148] [lr 0.002977] [CE 5.276 (4.870)] [KD 6.600 (6.808)] +2024-10-12 00:50:54,973 - Train: 5.62% [70350/1251000] [56.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002977] [CE 4.958 (4.928)] [KD 6.923 (6.866)] +2024-10-12 00:51:02,483 - Train: 5.63% [70400/1251000] [56.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002977] [CE 5.118 (4.944)] [KD 6.865 (6.976)] +2024-10-12 00:51:10,109 - Train: 5.63% [70450/1251000] [56.3/1000.0] [batch_t 0.159 (0.152)] [data_t 0.006] [optim_t 0.153] [lr 0.002977] [CE 5.212 (4.900)] [KD 7.320 (6.907)] +2024-10-12 00:51:17,961 - Train: 5.64% [70500/1251000] [56.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.002977] [CE 4.674 (4.956)] [KD 6.483 (6.945)] +2024-10-12 00:51:25,483 - Train: 5.64% [70550/1251000] [56.4/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.002977] [CE 5.151 (4.902)] [KD 7.317 (6.936)] +2024-10-12 00:51:33,045 - Train: 5.64% [70600/1251000] [56.4/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.002977] [CE 5.216 (4.949)] [KD 7.461 (6.970)] +2024-10-12 00:51:40,486 - Train: 5.65% [70650/1251000] [56.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002977] [CE 5.082 (4.947)] [KD 7.387 (6.860)] +2024-10-12 00:51:48,323 - Train: 5.65% [70700/1251000] [56.5/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.002977] [CE 5.033 (4.910)] [KD 7.048 (6.912)] +2024-10-12 00:51:55,767 - Train: 5.66% [70750/1251000] [56.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002977] [CE 5.074 (4.932)] [KD 7.101 (6.969)] +2024-10-12 00:52:03,379 - Train: 5.66% [70800/1251000] [56.6/1000.0] [batch_t 0.157 (0.152)] [data_t 0.008] [optim_t 0.148] [lr 0.002977] [CE 5.448 (4.963)] [KD 7.440 (7.032)] +2024-10-12 00:52:11,045 - Train: 5.66% [70850/1251000] [56.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002977] [CE 4.766 (4.942)] [KD 6.765 (6.970)] +2024-10-12 00:52:18,483 - Train: 5.67% [70900/1251000] [56.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002977] [CE 4.725 (4.922)] [KD 6.946 (6.990)] +2024-10-12 00:52:26,154 - Train: 5.67% [70950/1251000] [56.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002976] [CE 5.361 (4.961)] [KD 7.033 (6.983)] +2024-10-12 00:52:33,730 - Train: 5.68% [71000/1251000] [56.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002976] [CE 5.335 (4.960)] [KD 7.435 (7.029)] +2024-10-12 00:52:41,299 - Train: 5.68% [71050/1251000] [56.8/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.002976] [CE 4.479 (4.936)] [KD 6.975 (6.899)] +2024-10-12 00:52:48,982 - Train: 5.68% [71100/1251000] [56.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002976] [CE 4.508 (4.919)] [KD 7.193 (6.912)] +2024-10-12 00:52:56,566 - Train: 5.69% [71150/1251000] [56.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002976] [CE 4.685 (4.955)] [KD 6.812 (7.023)] +2024-10-12 00:53:04,221 - Train: 5.69% [71200/1251000] [56.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.008] [optim_t 0.142] [lr 0.002976] [CE 5.011 (4.934)] [KD 7.204 (6.931)] +2024-10-12 00:53:11,792 - Train: 5.70% [71250/1251000] [57.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002976] [CE 4.813 (4.948)] [KD 6.921 (6.968)] +2024-10-12 00:53:19,314 - Train: 5.70% [71300/1251000] [57.0/1000.0] [batch_t 0.137 (0.150)] [data_t 0.004] [optim_t 0.133] [lr 0.002976] [CE 4.452 (4.906)] [KD 6.557 (6.988)] +2024-10-12 00:53:20,288 - ==> Total time: 3:06:11 Eta: 2 days, 3:20:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 00:53:29,256 - Train: 5.70% [71350/1251000] [57.0/1000.0] [batch_t 0.148 (0.162)] [data_t 0.004] [optim_t 0.143] [lr 0.002976] [CE 4.829 (4.920)] [KD 7.281 (6.957)] +2024-10-12 00:53:36,780 - Train: 5.71% [71400/1251000] [57.1/1000.0] [batch_t 0.143 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.002976] [CE 4.618 (4.848)] [KD 6.417 (6.875)] +2024-10-12 00:53:44,596 - Train: 5.71% [71450/1251000] [57.1/1000.0] [batch_t 0.145 (0.156)] [data_t 0.003] [optim_t 0.142] [lr 0.002976] [CE 4.850 (4.938)] [KD 6.670 (6.866)] +2024-10-12 00:53:51,985 - Train: 5.72% [71500/1251000] [57.2/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002976] [CE 4.456 (4.914)] [KD 6.695 (6.961)] +2024-10-12 00:53:59,579 - Train: 5.72% [71550/1251000] [57.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002976] [CE 4.819 (4.991)] [KD 6.811 (7.021)] +2024-10-12 00:54:07,133 - Train: 5.72% [71600/1251000] [57.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002976] [CE 5.075 (4.987)] [KD 6.956 (7.006)] +2024-10-12 00:54:14,688 - Train: 5.73% [71650/1251000] [57.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002976] [CE 4.603 (4.895)] [KD 6.497 (6.856)] +2024-10-12 00:54:22,498 - Train: 5.73% [71700/1251000] [57.3/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.002976] [CE 4.677 (4.914)] [KD 6.947 (6.928)] +2024-10-12 00:54:30,122 - Train: 5.74% [71750/1251000] [57.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002976] [CE 4.943 (4.905)] [KD 7.353 (6.935)] +2024-10-12 00:54:37,565 - Train: 5.74% [71800/1251000] [57.4/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002976] [CE 4.966 (4.905)] [KD 6.792 (6.854)] +2024-10-12 00:54:44,971 - Train: 5.74% [71850/1251000] [57.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002976] [CE 4.402 (4.916)] [KD 6.655 (7.019)] +2024-10-12 00:54:52,574 - Train: 5.75% [71900/1251000] [57.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.002976] [CE 4.938 (4.907)] [KD 7.159 (6.955)] +2024-10-12 00:55:00,004 - Train: 5.75% [71950/1251000] [57.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002976] [CE 4.293 (4.928)] [KD 6.811 (6.955)] +2024-10-12 00:55:07,790 - Train: 5.76% [72000/1251000] [57.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.002976] [CE 4.993 (4.893)] [KD 6.947 (6.777)] +2024-10-12 00:55:15,308 - Train: 5.76% [72050/1251000] [57.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.002976] [CE 5.152 (4.906)] [KD 7.351 (7.006)] +2024-10-12 00:55:22,992 - Train: 5.76% [72100/1251000] [57.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.002976] [CE 5.128 (4.931)] [KD 7.016 (6.949)] +2024-10-12 00:55:30,505 - Train: 5.77% [72150/1251000] [57.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002976] [CE 4.782 (4.913)] [KD 6.812 (6.950)] +2024-10-12 00:55:37,965 - Train: 5.77% [72200/1251000] [57.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002976] [CE 4.939 (4.911)] [KD 6.921 (6.942)] +2024-10-12 00:55:45,513 - Train: 5.78% [72250/1251000] [57.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002976] [CE 5.219 (4.893)] [KD 7.071 (6.800)] +2024-10-12 00:55:53,035 - Train: 5.78% [72300/1251000] [57.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002976] [CE 5.178 (4.994)] [KD 7.139 (7.045)] +2024-10-12 00:56:00,537 - Train: 5.78% [72350/1251000] [57.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002976] [CE 5.301 (4.974)] [KD 6.852 (7.033)] +2024-10-12 00:56:08,209 - Train: 5.79% [72400/1251000] [57.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002976] [CE 5.247 (4.969)] [KD 7.252 (6.888)] +2024-10-12 00:56:15,733 - Train: 5.79% [72450/1251000] [57.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002975] [CE 4.764 (4.916)] [KD 6.800 (6.970)] +2024-10-12 00:56:23,204 - Train: 5.80% [72500/1251000] [58.0/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002975] [CE 4.716 (4.917)] [KD 7.326 (6.943)] +2024-10-12 00:56:30,794 - Train: 5.80% [72550/1251000] [58.0/1000.0] [batch_t 0.140 (0.152)] [data_t 0.004] [optim_t 0.136] [lr 0.002975] [CE 4.835 (4.893)] [KD 6.811 (6.905)] +2024-10-12 00:56:31,915 - ==> Total time: 3:09:22 Eta: 2 days, 3:15:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 00:56:40,425 - Train: 5.80% [72600/1251000] [58.0/1000.0] [batch_t 0.150 (0.165)] [data_t 0.003] [optim_t 0.147] [lr 0.002975] [CE 4.817 (4.932)] [KD 6.515 (6.879)] +2024-10-12 00:56:47,839 - Train: 5.81% [72650/1251000] [58.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002975] [CE 5.099 (4.928)] [KD 6.676 (6.822)] +2024-10-12 00:56:55,529 - Train: 5.81% [72700/1251000] [58.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.002975] [CE 4.993 (4.894)] [KD 6.562 (6.762)] +2024-10-12 00:57:03,175 - Train: 5.82% [72750/1251000] [58.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002975] [CE 4.903 (4.899)] [KD 6.892 (6.924)] +2024-10-12 00:57:10,735 - Train: 5.82% [72800/1251000] [58.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002975] [CE 5.218 (4.869)] [KD 6.805 (6.809)] +2024-10-12 00:57:18,419 - Train: 5.82% [72850/1251000] [58.2/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.002975] [CE 5.089 (4.917)] [KD 7.211 (6.907)] +2024-10-12 00:57:25,907 - Train: 5.83% [72900/1251000] [58.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002975] [CE 4.993 (4.878)] [KD 7.123 (6.839)] +2024-10-12 00:57:33,477 - Train: 5.83% [72950/1251000] [58.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.002975] [CE 4.806 (4.912)] [KD 6.715 (6.919)] +2024-10-12 00:57:41,239 - Train: 5.84% [73000/1251000] [58.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.002975] [CE 5.031 (4.977)] [KD 7.198 (6.962)] +2024-10-12 00:57:48,645 - Train: 5.84% [73050/1251000] [58.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002975] [CE 5.024 (4.920)] [KD 6.707 (6.906)] +2024-10-12 00:57:56,054 - Train: 5.84% [73100/1251000] [58.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002975] [CE 5.219 (4.965)] [KD 7.241 (6.917)] +2024-10-12 00:58:03,565 - Train: 5.85% [73150/1251000] [58.5/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.002975] [CE 4.907 (4.846)] [KD 6.907 (6.846)] +2024-10-12 00:58:11,075 - Train: 5.85% [73200/1251000] [58.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002975] [CE 4.807 (5.011)] [KD 6.934 (6.944)] +2024-10-12 00:58:18,434 - Train: 5.86% [73250/1251000] [58.6/1000.0] [batch_t 0.145 (0.147)] [data_t 0.004] [optim_t 0.141] [lr 0.002975] [CE 4.488 (4.956)] [KD 6.933 (6.982)] +2024-10-12 00:58:26,145 - Train: 5.86% [73300/1251000] [58.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002975] [CE 4.334 (4.926)] [KD 6.399 (6.889)] +2024-10-12 00:58:33,545 - Train: 5.86% [73350/1251000] [58.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002975] [CE 5.092 (4.928)] [KD 7.150 (6.848)] +2024-10-12 00:58:41,203 - Train: 5.87% [73400/1251000] [58.7/1000.0] [batch_t 0.156 (0.153)] [data_t 0.007] [optim_t 0.149] [lr 0.002975] [CE 4.793 (4.881)] [KD 6.813 (6.942)] +2024-10-12 00:58:48,690 - Train: 5.87% [73450/1251000] [58.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002975] [CE 5.174 (5.000)] [KD 7.128 (6.875)] +2024-10-12 00:58:56,070 - Train: 5.88% [73500/1251000] [58.8/1000.0] [batch_t 0.144 (0.147)] [data_t 0.004] [optim_t 0.140] [lr 0.002975] [CE 4.676 (4.892)] [KD 7.331 (6.940)] +2024-10-12 00:59:03,807 - Train: 5.88% [73550/1251000] [58.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002975] [CE 5.343 (4.905)] [KD 6.811 (6.980)] +2024-10-12 00:59:11,202 - Train: 5.88% [73600/1251000] [58.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002975] [CE 4.690 (4.923)] [KD 6.783 (6.925)] +2024-10-12 00:59:18,662 - Train: 5.89% [73650/1251000] [58.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002975] [CE 4.581 (4.991)] [KD 6.450 (6.783)] +2024-10-12 00:59:26,117 - Train: 5.89% [73700/1251000] [58.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002975] [CE 4.853 (4.936)] [KD 6.536 (6.974)] +2024-10-12 00:59:33,489 - Train: 5.90% [73750/1251000] [59.0/1000.0] [batch_t 0.152 (0.147)] [data_t 0.005] [optim_t 0.148] [lr 0.002975] [CE 4.945 (4.877)] [KD 6.934 (6.869)] +2024-10-12 00:59:41,028 - Train: 5.90% [73800/1251000] [59.0/1000.0] [batch_t 0.139 (0.151)] [data_t 0.003] [optim_t 0.136] [lr 0.002975] [CE 5.052 (4.920)] [KD 7.241 (6.926)] +2024-10-12 00:59:42,284 - ==> Total time: 3:12:33 Eta: 2 days, 3:11:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 00:59:50,944 - Train: 5.90% [73850/1251000] [59.0/1000.0] [batch_t 0.146 (0.172)] [data_t 0.005] [optim_t 0.141] [lr 0.002975] [CE 4.999 (4.940)] [KD 6.839 (7.015)] +2024-10-12 00:59:58,319 - Train: 5.91% [73900/1251000] [59.1/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.002975] [CE 5.219 (4.943)] [KD 7.401 (6.936)] +2024-10-12 01:00:05,861 - Train: 5.91% [73950/1251000] [59.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.002974] [CE 5.078 (4.987)] [KD 7.182 (6.872)] +2024-10-12 01:00:13,355 - Train: 5.92% [74000/1251000] [59.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002974] [CE 4.954 (4.871)] [KD 6.999 (6.865)] +2024-10-12 01:00:20,731 - Train: 5.92% [74050/1251000] [59.2/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.002974] [CE 5.158 (4.848)] [KD 6.759 (6.882)] +2024-10-12 01:00:28,129 - Train: 5.92% [74100/1251000] [59.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002974] [CE 4.948 (4.900)] [KD 7.208 (6.937)] +2024-10-12 01:00:35,658 - Train: 5.93% [74150/1251000] [59.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002974] [CE 4.994 (4.919)] [KD 6.804 (6.920)] +2024-10-12 01:00:43,066 - Train: 5.93% [74200/1251000] [59.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.002974] [CE 5.049 (4.902)] [KD 7.396 (6.898)] +2024-10-12 01:00:50,730 - Train: 5.94% [74250/1251000] [59.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002974] [CE 4.658 (4.934)] [KD 6.959 (6.956)] +2024-10-12 01:00:58,436 - Train: 5.94% [74300/1251000] [59.4/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.002974] [CE 4.634 (4.924)] [KD 6.567 (6.833)] +2024-10-12 01:01:05,980 - Train: 5.94% [74350/1251000] [59.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002974] [CE 4.456 (4.913)] [KD 6.641 (6.883)] +2024-10-12 01:01:13,489 - Train: 5.95% [74400/1251000] [59.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002974] [CE 4.288 (4.903)] [KD 6.708 (6.966)] +2024-10-12 01:01:20,907 - Train: 5.95% [74450/1251000] [59.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002974] [CE 5.144 (4.889)] [KD 7.279 (7.000)] +2024-10-12 01:01:28,303 - Train: 5.96% [74500/1251000] [59.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002974] [CE 4.986 (4.968)] [KD 6.969 (6.944)] +2024-10-12 01:01:35,775 - Train: 5.96% [74550/1251000] [59.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002974] [CE 4.443 (4.899)] [KD 7.069 (6.904)] +2024-10-12 01:01:43,166 - Train: 5.96% [74600/1251000] [59.6/1000.0] [batch_t 0.153 (0.148)] [data_t 0.004] [optim_t 0.149] [lr 0.002974] [CE 4.802 (4.940)] [KD 6.567 (6.949)] +2024-10-12 01:01:50,778 - Train: 5.97% [74650/1251000] [59.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002974] [CE 4.921 (4.955)] [KD 6.960 (6.914)] +2024-10-12 01:01:58,501 - Train: 5.97% [74700/1251000] [59.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.002974] [CE 5.016 (4.962)] [KD 6.777 (6.895)] +2024-10-12 01:02:05,891 - Train: 5.98% [74750/1251000] [59.8/1000.0] [batch_t 0.143 (0.148)] [data_t 0.004] [optim_t 0.139] [lr 0.002974] [CE 5.080 (4.923)] [KD 6.894 (6.927)] +2024-10-12 01:02:13,384 - Train: 5.98% [74800/1251000] [59.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002974] [CE 4.470 (4.896)] [KD 6.977 (6.817)] +2024-10-12 01:02:20,903 - Train: 5.98% [74850/1251000] [59.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002974] [CE 4.990 (5.034)] [KD 6.930 (6.961)] +2024-10-12 01:02:28,297 - Train: 5.99% [74900/1251000] [59.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.002974] [CE 5.339 (4.964)] [KD 6.991 (7.022)] +2024-10-12 01:02:35,886 - Train: 5.99% [74950/1251000] [59.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.002974] [CE 4.768 (4.996)] [KD 6.954 (7.047)] +2024-10-12 01:02:43,376 - Train: 6.00% [75000/1251000] [60.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002974] [CE 4.440 (4.893)] [KD 6.816 (6.857)] +2024-10-12 01:02:50,867 - Train: 6.00% [75050/1251000] [60.0/1000.0] [batch_t 0.140 (0.150)] [data_t 0.004] [optim_t 0.135] [lr 0.002974] [CE 5.583 (4.966)] [KD 7.332 (6.887)] +2024-10-12 01:02:58,181 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 29064] [top5_cnt 40890] [top_all 50000] +2024-10-12 01:02:58,182 - net: 58.128 (81.780) +2024-10-12 01:03:04,040 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.103)] [top1_cnt 32813] [top5_cnt 43390] [top_all 50000] +2024-10-12 01:03:04,040 - net_E: 65.626 (86.780) +2024-10-12 01:03:04,222 - Max [top1: 58.602 (epoch: 55)] [top1-ema: 65.626 (epoch: 60)] +2024-10-12 01:03:04,222 - ==> Total time: 3:15:55 Eta: 2 days, 3:09:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 01:03:15,672 - Train: 6.00% [75100/1251000] [60.0/1000.0] [batch_t 0.146 (0.161)] [data_t 0.003] [optim_t 0.143] [lr 0.002974] [CE 5.243 (4.945)] [KD 7.102 (6.874)] +2024-10-12 01:03:23,228 - Train: 6.01% [75150/1251000] [60.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002974] [CE 4.620 (4.947)] [KD 7.205 (6.967)] +2024-10-12 01:03:30,781 - Train: 6.01% [75200/1251000] [60.1/1000.0] [batch_t 0.140 (0.151)] [data_t 0.005] [optim_t 0.136] [lr 0.002974] [CE 5.104 (4.971)] [KD 6.749 (6.924)] +2024-10-12 01:03:38,463 - Train: 6.02% [75250/1251000] [60.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.002974] [CE 4.728 (4.949)] [KD 6.711 (6.851)] +2024-10-12 01:03:45,881 - Train: 6.02% [75300/1251000] [60.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002974] [CE 4.498 (4.963)] [KD 6.681 (6.796)] +2024-10-12 01:03:53,458 - Train: 6.02% [75350/1251000] [60.2/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.002973] [CE 4.626 (4.917)] [KD 6.462 (6.785)] +2024-10-12 01:04:00,982 - Train: 6.03% [75400/1251000] [60.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002973] [CE 5.131 (4.936)] [KD 6.888 (6.818)] +2024-10-12 01:04:08,620 - Train: 6.03% [75450/1251000] [60.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.002973] [CE 5.206 (4.875)] [KD 6.943 (6.786)] +2024-10-12 01:04:16,283 - Train: 6.04% [75500/1251000] [60.4/1000.0] [batch_t 0.260 (0.153)] [data_t 0.005] [optim_t 0.255] [lr 0.002973] [CE 4.816 (4.940)] [KD 6.861 (6.845)] +2024-10-12 01:04:23,806 - Train: 6.04% [75550/1251000] [60.4/1000.0] [batch_t 0.155 (0.150)] [data_t 0.003] [optim_t 0.152] [lr 0.002973] [CE 4.125 (4.942)] [KD 6.183 (6.984)] +2024-10-12 01:04:31,401 - Train: 6.04% [75600/1251000] [60.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002973] [CE 5.149 (4.928)] [KD 7.208 (6.921)] +2024-10-12 01:04:39,129 - Train: 6.05% [75650/1251000] [60.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.002973] [CE 5.179 (4.938)] [KD 6.737 (6.813)] +2024-10-12 01:04:46,529 - Train: 6.05% [75700/1251000] [60.5/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.002973] [CE 4.522 (4.915)] [KD 6.829 (6.860)] +2024-10-12 01:04:54,071 - Train: 6.06% [75750/1251000] [60.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002973] [CE 5.110 (4.991)] [KD 6.996 (6.969)] +2024-10-12 01:05:01,634 - Train: 6.06% [75800/1251000] [60.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002973] [CE 4.957 (4.951)] [KD 6.576 (6.938)] +2024-10-12 01:05:09,158 - Train: 6.06% [75850/1251000] [60.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.002973] [CE 4.691 (4.936)] [KD 6.750 (6.880)] +2024-10-12 01:05:16,925 - Train: 6.07% [75900/1251000] [60.7/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.002973] [CE 4.928 (4.966)] [KD 6.955 (6.966)] +2024-10-12 01:05:24,467 - Train: 6.07% [75950/1251000] [60.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002973] [CE 4.603 (4.998)] [KD 6.808 (6.941)] +2024-10-12 01:05:31,911 - Train: 6.08% [76000/1251000] [60.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.002973] [CE 4.731 (4.901)] [KD 7.190 (6.917)] +2024-10-12 01:05:39,482 - Train: 6.08% [76050/1251000] [60.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002973] [CE 4.804 (4.933)] [KD 6.716 (6.813)] +2024-10-12 01:05:47,188 - Train: 6.08% [76100/1251000] [60.8/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002973] [CE 5.284 (4.936)] [KD 6.731 (6.865)] +2024-10-12 01:05:54,586 - Train: 6.09% [76150/1251000] [60.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002973] [CE 4.807 (4.999)] [KD 6.735 (6.856)] +2024-10-12 01:06:02,250 - Train: 6.09% [76200/1251000] [60.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.002973] [CE 5.210 (4.881)] [KD 6.641 (6.861)] +2024-10-12 01:06:09,830 - Train: 6.10% [76250/1251000] [61.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002973] [CE 4.736 (4.904)] [KD 6.989 (6.872)] +2024-10-12 01:06:17,260 - Train: 6.10% [76300/1251000] [61.0/1000.0] [batch_t 0.141 (0.148)] [data_t 0.003] [optim_t 0.139] [lr 0.002973] [CE 4.923 (4.937)] [KD 6.647 (6.896)] +2024-10-12 01:06:18,794 - ==> Total time: 3:19:09 Eta: 2 days, 3:05:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 01:06:27,143 - Train: 6.10% [76350/1251000] [61.0/1000.0] [batch_t 0.144 (0.162)] [data_t 0.004] [optim_t 0.140] [lr 0.002973] [CE 4.748 (4.916)] [KD 6.523 (6.849)] +2024-10-12 01:06:34,857 - Train: 6.11% [76400/1251000] [61.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002973] [CE 4.948 (4.958)] [KD 6.961 (6.873)] +2024-10-12 01:06:42,362 - Train: 6.11% [76450/1251000] [61.1/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.151] [lr 0.002973] [CE 4.898 (4.987)] [KD 6.830 (6.811)] +2024-10-12 01:06:49,934 - Train: 6.12% [76500/1251000] [61.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002973] [CE 4.951 (4.907)] [KD 7.054 (6.846)] +2024-10-12 01:06:57,647 - Train: 6.12% [76550/1251000] [61.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002973] [CE 4.908 (4.921)] [KD 6.482 (6.871)] +2024-10-12 01:07:05,078 - Train: 6.12% [76600/1251000] [61.2/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002973] [CE 4.505 (4.893)] [KD 6.557 (6.847)] +2024-10-12 01:07:12,646 - Train: 6.13% [76650/1251000] [61.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002973] [CE 5.222 (4.903)] [KD 7.008 (6.851)] +2024-10-12 01:07:20,023 - Train: 6.13% [76700/1251000] [61.3/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.002973] [CE 4.608 (4.876)] [KD 6.787 (6.953)] +2024-10-12 01:07:27,701 - Train: 6.14% [76750/1251000] [61.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.002973] [CE 4.727 (4.925)] [KD 6.968 (6.910)] +2024-10-12 01:07:35,519 - Train: 6.14% [76800/1251000] [61.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.002972] [CE 4.605 (4.954)] [KD 6.799 (6.920)] +2024-10-12 01:07:43,112 - Train: 6.14% [76850/1251000] [61.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002972] [CE 5.033 (4.866)] [KD 7.036 (6.837)] +2024-10-12 01:07:50,667 - Train: 6.15% [76900/1251000] [61.5/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.002972] [CE 4.831 (4.928)] [KD 6.964 (6.896)] +2024-10-12 01:07:58,177 - Train: 6.15% [76950/1251000] [61.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.002972] [CE 5.366 (4.926)] [KD 7.540 (6.926)] +2024-10-12 01:08:05,766 - Train: 6.16% [77000/1251000] [61.6/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.002972] [CE 4.976 (4.966)] [KD 6.782 (6.917)] +2024-10-12 01:08:13,255 - Train: 6.16% [77050/1251000] [61.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002972] [CE 5.396 (4.848)] [KD 6.856 (6.838)] +2024-10-12 01:08:20,867 - Train: 6.16% [77100/1251000] [61.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002972] [CE 5.137 (4.851)] [KD 6.719 (6.778)] +2024-10-12 01:08:28,258 - Train: 6.17% [77150/1251000] [61.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.007] [optim_t 0.142] [lr 0.002972] [CE 5.043 (4.895)] [KD 6.789 (6.828)] +2024-10-12 01:08:35,793 - Train: 6.17% [77200/1251000] [61.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002972] [CE 4.454 (4.881)] [KD 6.388 (7.003)] +2024-10-12 01:08:43,326 - Train: 6.18% [77250/1251000] [61.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002972] [CE 4.765 (4.940)] [KD 7.256 (7.012)] +2024-10-12 01:08:50,826 - Train: 6.18% [77300/1251000] [61.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002972] [CE 4.544 (4.941)] [KD 6.799 (6.914)] +2024-10-12 01:08:58,487 - Train: 6.18% [77350/1251000] [61.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002972] [CE 4.645 (4.908)] [KD 6.723 (6.840)] +2024-10-12 01:09:06,069 - Train: 6.19% [77400/1251000] [61.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002972] [CE 4.867 (4.911)] [KD 7.301 (6.869)] +2024-10-12 01:09:13,498 - Train: 6.19% [77450/1251000] [61.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002972] [CE 4.621 (4.916)] [KD 6.988 (6.964)] +2024-10-12 01:09:21,126 - Train: 6.20% [77500/1251000] [62.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002972] [CE 4.927 (4.981)] [KD 7.034 (6.953)] +2024-10-12 01:09:28,636 - Train: 6.20% [77550/1251000] [62.0/1000.0] [batch_t 0.138 (0.150)] [data_t 0.003] [optim_t 0.136] [lr 0.002972] [CE 4.811 (4.904)] [KD 7.110 (6.970)] +2024-10-12 01:09:30,410 - ==> Total time: 3:22:21 Eta: 2 days, 3:01:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 01:09:38,163 - Train: 6.20% [77600/1251000] [62.0/1000.0] [batch_t 0.146 (0.157)] [data_t 0.003] [optim_t 0.143] [lr 0.002972] [CE 4.799 (4.873)] [KD 6.594 (6.909)] +2024-10-12 01:09:45,720 - Train: 6.21% [77650/1251000] [62.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.002972] [CE 5.098 (4.913)] [KD 7.024 (6.890)] +2024-10-12 01:09:53,276 - Train: 6.21% [77700/1251000] [62.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002972] [CE 5.001 (4.892)] [KD 6.553 (6.798)] +2024-10-12 01:10:00,841 - Train: 6.22% [77750/1251000] [62.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002972] [CE 5.395 (4.911)] [KD 7.207 (6.903)] +2024-10-12 01:10:08,534 - Train: 6.22% [77800/1251000] [62.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002972] [CE 5.295 (4.867)] [KD 7.355 (6.904)] +2024-10-12 01:10:16,219 - Train: 6.22% [77850/1251000] [62.2/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.002972] [CE 4.753 (4.912)] [KD 7.032 (6.865)] +2024-10-12 01:10:23,619 - Train: 6.23% [77900/1251000] [62.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002972] [CE 4.918 (4.889)] [KD 6.968 (6.839)] +2024-10-12 01:10:31,029 - Train: 6.23% [77950/1251000] [62.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.002972] [CE 5.151 (4.908)] [KD 7.204 (6.836)] +2024-10-12 01:10:38,675 - Train: 6.24% [78000/1251000] [62.4/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.002972] [CE 4.382 (4.961)] [KD 6.698 (6.867)] +2024-10-12 01:10:46,203 - Train: 6.24% [78050/1251000] [62.4/1000.0] [batch_t 0.143 (0.150)] [data_t 0.003] [optim_t 0.140] [lr 0.002972] [CE 4.721 (4.863)] [KD 6.416 (6.835)] +2024-10-12 01:10:53,818 - Train: 6.24% [78100/1251000] [62.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.002972] [CE 5.135 (4.877)] [KD 7.133 (6.816)] +2024-10-12 01:11:01,269 - Train: 6.25% [78150/1251000] [62.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002971] [CE 4.989 (4.903)] [KD 7.066 (6.889)] +2024-10-12 01:11:08,906 - Train: 6.25% [78200/1251000] [62.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002971] [CE 5.131 (4.860)] [KD 6.709 (6.807)] +2024-10-12 01:11:16,679 - Train: 6.25% [78250/1251000] [62.5/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.002971] [CE 5.249 (4.903)] [KD 6.973 (6.910)] +2024-10-12 01:11:24,151 - Train: 6.26% [78300/1251000] [62.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002971] [CE 4.393 (4.981)] [KD 6.447 (6.876)] +2024-10-12 01:11:31,651 - Train: 6.26% [78350/1251000] [62.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.002971] [CE 4.871 (4.851)] [KD 6.415 (6.910)] +2024-10-12 01:11:39,483 - Train: 6.27% [78400/1251000] [62.7/1000.0] [batch_t 0.286 (0.157)] [data_t 0.004] [optim_t 0.282] [lr 0.002971] [CE 4.963 (4.926)] [KD 6.907 (6.909)] +2024-10-12 01:11:46,919 - Train: 6.27% [78450/1251000] [62.7/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.002971] [CE 5.188 (4.948)] [KD 7.010 (6.929)] +2024-10-12 01:11:54,469 - Train: 6.27% [78500/1251000] [62.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002971] [CE 4.916 (4.899)] [KD 7.058 (6.846)] +2024-10-12 01:12:01,983 - Train: 6.28% [78550/1251000] [62.8/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.002971] [CE 5.125 (4.898)] [KD 7.082 (6.851)] +2024-10-12 01:12:09,596 - Train: 6.28% [78600/1251000] [62.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002971] [CE 5.220 (4.944)] [KD 6.977 (6.928)] +2024-10-12 01:12:17,196 - Train: 6.29% [78650/1251000] [62.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002971] [CE 4.996 (4.838)] [KD 6.766 (6.771)] +2024-10-12 01:12:24,843 - Train: 6.29% [78700/1251000] [62.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002971] [CE 4.982 (4.911)] [KD 6.495 (6.904)] +2024-10-12 01:12:32,328 - Train: 6.29% [78750/1251000] [62.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002971] [CE 5.045 (4.908)] [KD 6.696 (6.875)] +2024-10-12 01:12:39,765 - Train: 6.30% [78800/1251000] [63.0/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.002971] [CE 4.945 (4.931)] [KD 6.996 (6.931)] +2024-10-12 01:12:41,591 - ==> Total time: 3:25:32 Eta: 2 days, 2:57:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 01:12:49,633 - Train: 6.30% [78850/1251000] [63.0/1000.0] [batch_t 0.148 (0.168)] [data_t 0.004] [optim_t 0.143] [lr 0.002971] [CE 5.219 (4.960)] [KD 7.085 (6.783)] +2024-10-12 01:12:57,004 - Train: 6.31% [78900/1251000] [63.1/1000.0] [batch_t 0.152 (0.147)] [data_t 0.005] [optim_t 0.147] [lr 0.002971] [CE 5.080 (4.886)] [KD 6.889 (6.750)] +2024-10-12 01:13:04,574 - Train: 6.31% [78950/1251000] [63.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002971] [CE 4.895 (4.839)] [KD 7.036 (6.668)] +2024-10-12 01:13:12,465 - Train: 6.31% [79000/1251000] [63.1/1000.0] [batch_t 0.405 (0.158)] [data_t 0.005] [optim_t 0.400] [lr 0.002971] [CE 4.697 (4.944)] [KD 6.797 (6.849)] +2024-10-12 01:13:20,000 - Train: 6.32% [79050/1251000] [63.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002971] [CE 4.459 (4.910)] [KD 6.746 (6.844)] +2024-10-12 01:13:27,456 - Train: 6.32% [79100/1251000] [63.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002971] [CE 4.949 (4.899)] [KD 6.616 (6.912)] +2024-10-12 01:13:34,880 - Train: 6.33% [79150/1251000] [63.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002971] [CE 4.811 (4.901)] [KD 6.695 (6.862)] +2024-10-12 01:13:42,269 - Train: 6.33% [79200/1251000] [63.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002971] [CE 4.569 (4.892)] [KD 6.562 (6.829)] +2024-10-12 01:13:49,813 - Train: 6.33% [79250/1251000] [63.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.002971] [CE 4.778 (4.935)] [KD 6.442 (6.974)] +2024-10-12 01:13:57,532 - Train: 6.34% [79300/1251000] [63.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.002971] [CE 4.557 (4.895)] [KD 6.459 (6.976)] +2024-10-12 01:14:05,064 - Train: 6.34% [79350/1251000] [63.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.002971] [CE 4.944 (4.979)] [KD 7.092 (6.947)] +2024-10-12 01:14:12,616 - Train: 6.35% [79400/1251000] [63.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002971] [CE 4.822 (4.958)] [KD 6.562 (6.878)] +2024-10-12 01:14:20,255 - Train: 6.35% [79450/1251000] [63.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002971] [CE 5.019 (4.911)] [KD 7.042 (6.862)] +2024-10-12 01:14:27,739 - Train: 6.35% [79500/1251000] [63.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002971] [CE 4.672 (4.962)] [KD 7.196 (6.917)] +2024-10-12 01:14:35,257 - Train: 6.36% [79550/1251000] [63.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.002970] [CE 4.848 (4.981)] [KD 6.605 (6.836)] +2024-10-12 01:14:42,853 - Train: 6.36% [79600/1251000] [63.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002970] [CE 4.752 (4.966)] [KD 7.245 (6.859)] +2024-10-12 01:14:50,286 - Train: 6.37% [79650/1251000] [63.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002970] [CE 4.962 (4.944)] [KD 6.808 (6.787)] +2024-10-12 01:14:57,932 - Train: 6.37% [79700/1251000] [63.7/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.002970] [CE 4.759 (4.900)] [KD 6.754 (6.812)] +2024-10-12 01:15:05,399 - Train: 6.37% [79750/1251000] [63.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002970] [CE 4.651 (4.929)] [KD 6.748 (6.903)] +2024-10-12 01:15:12,971 - Train: 6.38% [79800/1251000] [63.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002970] [CE 5.269 (4.943)] [KD 6.898 (6.919)] +2024-10-12 01:15:20,622 - Train: 6.38% [79850/1251000] [63.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002970] [CE 4.288 (4.907)] [KD 6.664 (6.791)] +2024-10-12 01:15:28,424 - Train: 6.39% [79900/1251000] [63.9/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.002970] [CE 5.010 (4.850)] [KD 6.666 (6.825)] +2024-10-12 01:15:35,900 - Train: 6.39% [79950/1251000] [63.9/1000.0] [batch_t 0.158 (0.149)] [data_t 0.005] [optim_t 0.153] [lr 0.002970] [CE 4.620 (4.940)] [KD 7.145 (6.950)] +2024-10-12 01:15:43,384 - Train: 6.39% [80000/1251000] [63.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.002970] [CE 4.909 (4.888)] [KD 6.876 (6.854)] +2024-10-12 01:15:50,806 - Train: 6.40% [80050/1251000] [64.0/1000.0] [batch_t 0.143 (0.148)] [data_t 0.004] [optim_t 0.139] [lr 0.002970] [CE 4.481 (4.961)] [KD 6.985 (6.828)] +2024-10-12 01:15:52,779 - ==> Total time: 3:28:43 Eta: 2 days, 2:52:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 01:16:00,618 - Train: 6.40% [80100/1251000] [64.0/1000.0] [batch_t 0.144 (0.164)] [data_t 0.005] [optim_t 0.140] [lr 0.002970] [CE 4.279 (4.905)] [KD 6.867 (6.774)] +2024-10-12 01:16:08,208 - Train: 6.41% [80150/1251000] [64.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.002970] [CE 4.470 (4.898)] [KD 6.586 (6.849)] +2024-10-12 01:16:15,910 - Train: 6.41% [80200/1251000] [64.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002970] [CE 5.106 (4.940)] [KD 6.992 (6.811)] +2024-10-12 01:16:23,470 - Train: 6.41% [80250/1251000] [64.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002970] [CE 5.064 (5.007)] [KD 6.905 (6.878)] +2024-10-12 01:16:31,147 - Train: 6.42% [80300/1251000] [64.2/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.153] [lr 0.002970] [CE 4.711 (4.943)] [KD 6.528 (6.911)] +2024-10-12 01:16:38,544 - Train: 6.42% [80350/1251000] [64.2/1000.0] [batch_t 0.152 (0.148)] [data_t 0.007] [optim_t 0.144] [lr 0.002970] [CE 5.225 (4.951)] [KD 6.819 (6.984)] +2024-10-12 01:16:45,953 - Train: 6.43% [80400/1251000] [64.3/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.002970] [CE 4.907 (4.931)] [KD 6.996 (6.871)] +2024-10-12 01:16:53,594 - Train: 6.43% [80450/1251000] [64.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002970] [CE 5.016 (4.918)] [KD 6.986 (6.867)] +2024-10-12 01:17:01,261 - Train: 6.43% [80500/1251000] [64.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002970] [CE 4.575 (4.961)] [KD 6.625 (6.935)] +2024-10-12 01:17:08,745 - Train: 6.44% [80550/1251000] [64.4/1000.0] [batch_t 0.154 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.002970] [CE 5.080 (4.974)] [KD 7.188 (6.903)] +2024-10-12 01:17:16,332 - Train: 6.44% [80600/1251000] [64.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002970] [CE 4.637 (4.882)] [KD 6.632 (6.905)] +2024-10-12 01:17:24,002 - Train: 6.45% [80650/1251000] [64.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002970] [CE 4.823 (4.937)] [KD 6.317 (6.807)] +2024-10-12 01:17:31,717 - Train: 6.45% [80700/1251000] [64.5/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002970] [CE 4.670 (4.976)] [KD 6.783 (6.980)] +2024-10-12 01:17:39,313 - Train: 6.45% [80750/1251000] [64.5/1000.0] [batch_t 0.163 (0.152)] [data_t 0.006] [optim_t 0.157] [lr 0.002970] [CE 4.673 (4.943)] [KD 6.742 (6.850)] +2024-10-12 01:17:46,903 - Train: 6.46% [80800/1251000] [64.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002970] [CE 4.968 (4.912)] [KD 6.898 (6.840)] +2024-10-12 01:17:54,595 - Train: 6.46% [80850/1251000] [64.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002969] [CE 4.875 (4.916)] [KD 6.760 (6.958)] +2024-10-12 01:18:02,116 - Train: 6.47% [80900/1251000] [64.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002969] [CE 4.735 (4.847)] [KD 7.113 (6.845)] +2024-10-12 01:18:09,739 - Train: 6.47% [80950/1251000] [64.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002969] [CE 4.988 (4.938)] [KD 6.816 (6.887)] +2024-10-12 01:18:17,336 - Train: 6.47% [81000/1251000] [64.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.002969] [CE 4.742 (4.902)] [KD 6.791 (6.773)] +2024-10-12 01:18:24,937 - Train: 6.48% [81050/1251000] [64.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002969] [CE 4.473 (4.935)] [KD 6.681 (6.893)] +2024-10-12 01:18:32,558 - Train: 6.48% [81100/1251000] [64.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002969] [CE 5.142 (4.940)] [KD 6.633 (6.802)] +2024-10-12 01:18:40,137 - Train: 6.49% [81150/1251000] [64.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002969] [CE 4.845 (4.922)] [KD 6.948 (6.816)] +2024-10-12 01:18:47,520 - Train: 6.49% [81200/1251000] [64.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002969] [CE 5.357 (4.986)] [KD 6.875 (6.831)] +2024-10-12 01:18:54,966 - Train: 6.49% [81250/1251000] [64.9/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.002969] [CE 5.332 (4.957)] [KD 6.815 (6.925)] +2024-10-12 01:19:02,842 - Train: 6.50% [81300/1251000] [65.0/1000.0] [batch_t 0.153 (0.157)] [data_t 0.008] [optim_t 0.145] [lr 0.002969] [CE 4.816 (4.934)] [KD 6.735 (6.932)] +2024-10-12 01:19:10,638 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 29354] [top5_cnt 41188] [top_all 50000] +2024-10-12 01:19:10,638 - net: 58.708 (82.376) +2024-10-12 01:19:16,339 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.102)] [top1_cnt 32943] [top5_cnt 43484] [top_all 50000] +2024-10-12 01:19:16,340 - net_E: 65.886 (86.968) +2024-10-12 01:19:16,496 - Max [top1: 58.708 (epoch: 65)] [top1-ema: 65.886 (epoch: 65)] +2024-10-12 01:19:16,496 - ==> Total time: 3:32:07 Eta: 2 days, 2:51:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 01:19:25,262 - Train: 6.50% [81350/1251000] [65.0/1000.0] [batch_t 0.149 (0.163)] [data_t 0.005] [optim_t 0.144] [lr 0.002969] [CE 4.961 (4.978)] [KD 6.623 (6.793)] +2024-10-12 01:19:32,928 - Train: 6.51% [81400/1251000] [65.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002969] [CE 5.249 (4.868)] [KD 6.757 (6.725)] +2024-10-12 01:19:40,383 - Train: 6.51% [81450/1251000] [65.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002969] [CE 4.523 (4.965)] [KD 6.794 (6.722)] +2024-10-12 01:19:48,007 - Train: 6.51% [81500/1251000] [65.1/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.002969] [CE 4.620 (4.887)] [KD 7.034 (6.782)] +2024-10-12 01:19:55,790 - Train: 6.52% [81550/1251000] [65.2/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.002969] [CE 4.997 (4.880)] [KD 6.748 (6.831)] +2024-10-12 01:20:03,289 - Train: 6.52% [81600/1251000] [65.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002969] [CE 4.709 (4.921)] [KD 6.480 (6.829)] +2024-10-12 01:20:10,887 - Train: 6.53% [81650/1251000] [65.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002969] [CE 4.469 (4.919)] [KD 6.677 (6.811)] +2024-10-12 01:20:18,755 - Train: 6.53% [81700/1251000] [65.3/1000.0] [batch_t 0.146 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.002969] [CE 5.564 (4.946)] [KD 6.989 (6.899)] +2024-10-12 01:20:26,148 - Train: 6.53% [81750/1251000] [65.3/1000.0] [batch_t 0.150 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.002969] [CE 5.147 (4.945)] [KD 7.131 (6.954)] +2024-10-12 01:20:33,993 - Train: 6.54% [81800/1251000] [65.4/1000.0] [batch_t 0.146 (0.157)] [data_t 0.004] [optim_t 0.142] [lr 0.002969] [CE 5.305 (4.904)] [KD 6.680 (6.822)] +2024-10-12 01:20:41,399 - Train: 6.54% [81850/1251000] [65.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002969] [CE 4.538 (4.889)] [KD 6.885 (6.821)] +2024-10-12 01:20:48,877 - Train: 6.55% [81900/1251000] [65.5/1000.0] [batch_t 0.160 (0.149)] [data_t 0.003] [optim_t 0.157] [lr 0.002969] [CE 4.860 (4.865)] [KD 6.652 (6.823)] +2024-10-12 01:20:56,443 - Train: 6.55% [81950/1251000] [65.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002969] [CE 5.170 (4.890)] [KD 7.031 (6.872)] +2024-10-12 01:21:03,931 - Train: 6.55% [82000/1251000] [65.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.002969] [CE 5.327 (4.893)] [KD 6.931 (6.823)] +2024-10-12 01:21:11,517 - Train: 6.56% [82050/1251000] [65.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.002969] [CE 5.087 (4.953)] [KD 7.035 (6.879)] +2024-10-12 01:21:19,180 - Train: 6.56% [82100/1251000] [65.6/1000.0] [batch_t 0.260 (0.153)] [data_t 0.003] [optim_t 0.257] [lr 0.002969] [CE 4.918 (4.947)] [KD 6.967 (6.913)] +2024-10-12 01:21:26,805 - Train: 6.57% [82150/1251000] [65.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002969] [CE 4.922 (4.942)] [KD 6.870 (6.936)] +2024-10-12 01:21:34,265 - Train: 6.57% [82200/1251000] [65.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002968] [CE 4.608 (4.910)] [KD 6.563 (6.852)] +2024-10-12 01:21:41,902 - Train: 6.57% [82250/1251000] [65.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002968] [CE 5.127 (4.926)] [KD 6.512 (6.860)] +2024-10-12 01:21:49,321 - Train: 6.58% [82300/1251000] [65.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.003] [optim_t 0.147] [lr 0.002968] [CE 4.783 (4.899)] [KD 6.826 (6.832)] +2024-10-12 01:21:56,866 - Train: 6.58% [82350/1251000] [65.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002968] [CE 5.368 (4.916)] [KD 6.722 (6.869)] +2024-10-12 01:22:04,681 - Train: 6.59% [82400/1251000] [65.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.007] [optim_t 0.143] [lr 0.002968] [CE 4.925 (4.990)] [KD 6.928 (7.039)] +2024-10-12 01:22:12,234 - Train: 6.59% [82450/1251000] [65.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002968] [CE 4.852 (4.905)] [KD 7.163 (6.933)] +2024-10-12 01:22:19,821 - Train: 6.59% [82500/1251000] [65.9/1000.0] [batch_t 0.155 (0.152)] [data_t 0.006] [optim_t 0.148] [lr 0.002968] [CE 4.682 (4.988)] [KD 6.628 (6.872)] +2024-10-12 01:22:27,487 - Train: 6.60% [82550/1251000] [66.0/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.002968] [CE 5.212 (4.883)] [KD 6.715 (6.752)] +2024-10-12 01:22:29,766 - ==> Total time: 3:35:20 Eta: 2 days, 2:47:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 01:22:37,366 - Train: 6.60% [82600/1251000] [66.0/1000.0] [batch_t 0.153 (0.168)] [data_t 0.004] [optim_t 0.149] [lr 0.002968] [CE 4.997 (4.861)] [KD 7.008 (6.741)] +2024-10-12 01:22:45,190 - Train: 6.61% [82650/1251000] [66.1/1000.0] [batch_t 0.145 (0.156)] [data_t 0.005] [optim_t 0.140] [lr 0.002968] [CE 5.092 (4.869)] [KD 6.667 (6.745)] +2024-10-12 01:22:52,651 - Train: 6.61% [82700/1251000] [66.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002968] [CE 4.931 (4.936)] [KD 6.388 (6.805)] +2024-10-12 01:23:00,421 - Train: 6.61% [82750/1251000] [66.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002968] [CE 5.361 (4.988)] [KD 6.859 (6.879)] +2024-10-12 01:23:08,059 - Train: 6.62% [82800/1251000] [66.2/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.002968] [CE 5.151 (4.883)] [KD 6.686 (6.712)] +2024-10-12 01:23:15,718 - Train: 6.62% [82850/1251000] [66.2/1000.0] [batch_t 0.159 (0.153)] [data_t 0.004] [optim_t 0.155] [lr 0.002968] [CE 5.208 (4.891)] [KD 7.050 (6.843)] +2024-10-12 01:23:23,538 - Train: 6.63% [82900/1251000] [66.3/1000.0] [batch_t 0.154 (0.156)] [data_t 0.003] [optim_t 0.152] [lr 0.002968] [CE 4.959 (4.938)] [KD 6.761 (6.831)] +2024-10-12 01:23:31,103 - Train: 6.63% [82950/1251000] [66.3/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.002968] [CE 5.259 (4.982)] [KD 6.536 (6.920)] +2024-10-12 01:23:38,728 - Train: 6.63% [83000/1251000] [66.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.002968] [CE 4.491 (4.879)] [KD 6.580 (6.788)] +2024-10-12 01:23:46,648 - Train: 6.64% [83050/1251000] [66.4/1000.0] [batch_t 0.145 (0.158)] [data_t 0.004] [optim_t 0.141] [lr 0.002968] [CE 5.295 (4.959)] [KD 7.186 (6.784)] +2024-10-12 01:23:54,365 - Train: 6.64% [83100/1251000] [66.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002968] [CE 4.842 (4.945)] [KD 6.509 (6.710)] +2024-10-12 01:24:01,878 - Train: 6.65% [83150/1251000] [66.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.002968] [CE 4.899 (4.903)] [KD 6.659 (6.780)] +2024-10-12 01:24:09,623 - Train: 6.65% [83200/1251000] [66.5/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002968] [CE 4.820 (4.883)] [KD 7.103 (6.743)] +2024-10-12 01:24:17,074 - Train: 6.65% [83250/1251000] [66.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.002968] [CE 4.739 (4.934)] [KD 6.600 (6.856)] +2024-10-12 01:24:24,700 - Train: 6.66% [83300/1251000] [66.6/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.002968] [CE 4.945 (4.921)] [KD 6.800 (6.803)] +2024-10-12 01:24:32,358 - Train: 6.66% [83350/1251000] [66.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002968] [CE 4.993 (4.900)] [KD 7.035 (6.902)] +2024-10-12 01:24:39,798 - Train: 6.67% [83400/1251000] [66.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002968] [CE 5.190 (4.855)] [KD 6.894 (6.752)] +2024-10-12 01:24:47,447 - Train: 6.67% [83450/1251000] [66.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.002968] [CE 5.225 (4.907)] [KD 7.190 (6.862)] +2024-10-12 01:24:55,235 - Train: 6.67% [83500/1251000] [66.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.002967] [CE 5.050 (4.924)] [KD 7.060 (6.883)] +2024-10-12 01:25:02,691 - Train: 6.68% [83550/1251000] [66.8/1000.0] [batch_t 0.159 (0.149)] [data_t 0.008] [optim_t 0.151] [lr 0.002967] [CE 5.437 (4.897)] [KD 7.034 (6.790)] +2024-10-12 01:25:10,358 - Train: 6.68% [83600/1251000] [66.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002967] [CE 4.790 (4.920)] [KD 6.495 (6.853)] +2024-10-12 01:25:18,005 - Train: 6.69% [83650/1251000] [66.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002967] [CE 5.162 (4.985)] [KD 7.157 (6.927)] +2024-10-12 01:25:25,480 - Train: 6.69% [83700/1251000] [66.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002967] [CE 4.687 (4.941)] [KD 6.905 (6.850)] +2024-10-12 01:25:33,074 - Train: 6.69% [83750/1251000] [66.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002967] [CE 4.830 (4.986)] [KD 7.003 (6.821)] +2024-10-12 01:25:40,511 - Train: 6.70% [83800/1251000] [67.0/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.151] [lr 0.002967] [CE 5.149 (4.948)] [KD 6.867 (6.828)] +2024-10-12 01:25:43,109 - ==> Total time: 3:38:34 Eta: 2 days, 2:43:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 01:25:50,412 - Train: 6.70% [83850/1251000] [67.0/1000.0] [batch_t 0.147 (0.165)] [data_t 0.006] [optim_t 0.142] [lr 0.002967] [CE 4.702 (4.893)] [KD 6.553 (6.659)] +2024-10-12 01:25:58,172 - Train: 6.71% [83900/1251000] [67.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002967] [CE 5.333 (4.925)] [KD 6.731 (6.748)] +2024-10-12 01:26:05,966 - Train: 6.71% [83950/1251000] [67.1/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.002967] [CE 5.179 (4.898)] [KD 6.577 (6.813)] +2024-10-12 01:26:13,437 - Train: 6.71% [84000/1251000] [67.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002967] [CE 5.154 (4.898)] [KD 7.025 (6.840)] +2024-10-12 01:26:21,023 - Train: 6.72% [84050/1251000] [67.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002967] [CE 4.946 (4.934)] [KD 6.833 (6.895)] +2024-10-12 01:26:28,480 - Train: 6.72% [84100/1251000] [67.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002967] [CE 5.058 (4.878)] [KD 6.894 (6.808)] +2024-10-12 01:26:36,045 - Train: 6.73% [84150/1251000] [67.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002967] [CE 4.980 (4.924)] [KD 6.964 (6.806)] +2024-10-12 01:26:43,478 - Train: 6.73% [84200/1251000] [67.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002967] [CE 5.294 (4.885)] [KD 6.832 (6.792)] +2024-10-12 01:26:51,192 - Train: 6.73% [84250/1251000] [67.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.002967] [CE 4.864 (4.936)] [KD 6.552 (6.826)] +2024-10-12 01:26:58,909 - Train: 6.74% [84300/1251000] [67.4/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.002967] [CE 4.572 (4.882)] [KD 6.993 (6.841)] +2024-10-12 01:27:06,539 - Train: 6.74% [84350/1251000] [67.4/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.002967] [CE 4.630 (4.866)] [KD 6.371 (6.681)] +2024-10-12 01:27:14,168 - Train: 6.75% [84400/1251000] [67.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002967] [CE 5.144 (4.978)] [KD 7.015 (6.964)] +2024-10-12 01:27:21,699 - Train: 6.75% [84450/1251000] [67.5/1000.0] [batch_t 0.157 (0.150)] [data_t 0.005] [optim_t 0.151] [lr 0.002967] [CE 5.012 (4.941)] [KD 7.210 (6.839)] +2024-10-12 01:27:29,366 - Train: 6.75% [84500/1251000] [67.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002967] [CE 5.183 (4.879)] [KD 6.948 (6.805)] +2024-10-12 01:27:36,911 - Train: 6.76% [84550/1251000] [67.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002967] [CE 4.436 (4.925)] [KD 6.894 (6.834)] +2024-10-12 01:27:44,442 - Train: 6.76% [84600/1251000] [67.6/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.002967] [CE 4.823 (4.884)] [KD 7.022 (6.783)] +2024-10-12 01:27:51,954 - Train: 6.77% [84650/1251000] [67.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002967] [CE 5.365 (5.000)] [KD 6.957 (6.841)] +2024-10-12 01:27:59,529 - Train: 6.77% [84700/1251000] [67.7/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.002967] [CE 4.588 (4.939)] [KD 6.603 (6.728)] +2024-10-12 01:28:07,260 - Train: 6.77% [84750/1251000] [67.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002966] [CE 4.882 (4.951)] [KD 6.749 (6.886)] +2024-10-12 01:28:14,911 - Train: 6.78% [84800/1251000] [67.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.002966] [CE 4.563 (4.964)] [KD 6.734 (6.872)] +2024-10-12 01:28:22,376 - Train: 6.78% [84850/1251000] [67.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002966] [CE 5.183 (4.936)] [KD 6.719 (6.802)] +2024-10-12 01:28:29,946 - Train: 6.79% [84900/1251000] [67.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002966] [CE 5.030 (4.933)] [KD 6.617 (6.958)] +2024-10-12 01:28:37,443 - Train: 6.79% [84950/1251000] [67.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002966] [CE 5.489 (4.994)] [KD 7.055 (6.888)] +2024-10-12 01:28:45,264 - Train: 6.79% [85000/1251000] [67.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.002966] [CE 4.943 (4.909)] [KD 7.257 (6.938)] +2024-10-12 01:28:52,855 - Train: 6.80% [85050/1251000] [68.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002966] [CE 4.944 (4.962)] [KD 6.843 (6.865)] +2024-10-12 01:28:55,615 - ==> Total time: 3:41:46 Eta: 2 days, 2:39:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 01:29:03,030 - Train: 6.80% [85100/1251000] [68.0/1000.0] [batch_t 0.149 (0.168)] [data_t 0.004] [optim_t 0.145] [lr 0.002966] [CE 5.204 (4.885)] [KD 6.704 (6.827)] +2024-10-12 01:29:10,490 - Train: 6.81% [85150/1251000] [68.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002966] [CE 5.043 (4.911)] [KD 6.565 (6.870)] +2024-10-12 01:29:18,071 - Train: 6.81% [85200/1251000] [68.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002966] [CE 4.485 (4.946)] [KD 6.312 (6.825)] +2024-10-12 01:29:25,675 - Train: 6.81% [85250/1251000] [68.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002966] [CE 5.065 (4.939)] [KD 6.982 (6.732)] +2024-10-12 01:29:33,192 - Train: 6.82% [85300/1251000] [68.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.002966] [CE 4.937 (4.981)] [KD 6.846 (6.817)] +2024-10-12 01:29:40,716 - Train: 6.82% [85350/1251000] [68.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002966] [CE 5.045 (4.892)] [KD 6.734 (6.730)] +2024-10-12 01:29:48,232 - Train: 6.83% [85400/1251000] [68.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002966] [CE 4.746 (4.876)] [KD 7.098 (6.835)] +2024-10-12 01:29:55,631 - Train: 6.83% [85450/1251000] [68.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002966] [CE 4.332 (4.966)] [KD 6.502 (6.825)] +2024-10-12 01:30:03,386 - Train: 6.83% [85500/1251000] [68.3/1000.0] [batch_t 0.159 (0.155)] [data_t 0.004] [optim_t 0.155] [lr 0.002966] [CE 5.288 (4.900)] [KD 7.045 (6.848)] +2024-10-12 01:30:11,055 - Train: 6.84% [85550/1251000] [68.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002966] [CE 4.701 (4.907)] [KD 6.395 (6.865)] +2024-10-12 01:30:18,701 - Train: 6.84% [85600/1251000] [68.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002966] [CE 4.934 (4.830)] [KD 6.716 (6.715)] +2024-10-12 01:30:26,078 - Train: 6.85% [85650/1251000] [68.5/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.002966] [CE 5.107 (4.936)] [KD 6.760 (6.815)] +2024-10-12 01:30:33,472 - Train: 6.85% [85700/1251000] [68.5/1000.0] [batch_t 0.159 (0.148)] [data_t 0.003] [optim_t 0.157] [lr 0.002966] [CE 4.881 (4.937)] [KD 6.817 (6.883)] +2024-10-12 01:30:40,971 - Train: 6.85% [85750/1251000] [68.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002966] [CE 4.478 (4.939)] [KD 6.830 (6.856)] +2024-10-12 01:30:48,452 - Train: 6.86% [85800/1251000] [68.6/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.002966] [CE 4.826 (4.860)] [KD 6.768 (6.769)] +2024-10-12 01:30:56,032 - Train: 6.86% [85850/1251000] [68.6/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.002966] [CE 5.186 (4.865)] [KD 6.790 (6.798)] +2024-10-12 01:31:03,611 - Train: 6.87% [85900/1251000] [68.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002966] [CE 4.672 (4.941)] [KD 7.003 (6.917)] +2024-10-12 01:31:11,234 - Train: 6.87% [85950/1251000] [68.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002966] [CE 4.996 (4.849)] [KD 6.834 (6.861)] +2024-10-12 01:31:18,626 - Train: 6.87% [86000/1251000] [68.7/1000.0] [batch_t 0.143 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.002966] [CE 4.730 (4.949)] [KD 6.754 (6.909)] +2024-10-12 01:31:26,252 - Train: 6.88% [86050/1251000] [68.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002965] [CE 5.137 (4.915)] [KD 7.090 (6.794)] +2024-10-12 01:31:33,663 - Train: 6.88% [86100/1251000] [68.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002965] [CE 5.152 (4.958)] [KD 7.165 (6.832)] +2024-10-12 01:31:41,199 - Train: 6.89% [86150/1251000] [68.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002965] [CE 4.898 (4.953)] [KD 7.269 (6.912)] +2024-10-12 01:31:48,719 - Train: 6.89% [86200/1251000] [68.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002965] [CE 4.815 (4.821)] [KD 6.750 (6.753)] +2024-10-12 01:31:56,228 - Train: 6.89% [86250/1251000] [68.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002965] [CE 4.867 (4.938)] [KD 6.801 (6.916)] +2024-10-12 01:32:03,773 - Train: 6.90% [86300/1251000] [69.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002965] [CE 5.109 (4.897)] [KD 7.207 (6.922)] +2024-10-12 01:32:06,606 - ==> Total time: 3:44:57 Eta: 2 days, 2:35:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 01:32:13,562 - Train: 6.90% [86350/1251000] [69.0/1000.0] [batch_t 0.151 (0.167)] [data_t 0.006] [optim_t 0.146] [lr 0.002965] [CE 4.770 (4.940)] [KD 6.810 (6.958)] +2024-10-12 01:32:21,089 - Train: 6.91% [86400/1251000] [69.1/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002965] [CE 5.241 (4.865)] [KD 6.853 (6.751)] +2024-10-12 01:32:28,601 - Train: 6.91% [86450/1251000] [69.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002965] [CE 4.340 (4.920)] [KD 6.502 (6.909)] +2024-10-12 01:32:36,177 - Train: 6.91% [86500/1251000] [69.1/1000.0] [batch_t 0.154 (0.151)] [data_t 0.006] [optim_t 0.149] [lr 0.002965] [CE 4.893 (4.857)] [KD 7.013 (6.840)] +2024-10-12 01:32:43,790 - Train: 6.92% [86550/1251000] [69.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002965] [CE 4.958 (4.909)] [KD 6.939 (6.856)] +2024-10-12 01:32:51,530 - Train: 6.92% [86600/1251000] [69.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.002965] [CE 4.643 (4.899)] [KD 6.992 (6.891)] +2024-10-12 01:32:59,045 - Train: 6.93% [86650/1251000] [69.3/1000.0] [batch_t 0.155 (0.150)] [data_t 0.006] [optim_t 0.149] [lr 0.002965] [CE 4.808 (4.958)] [KD 6.237 (6.811)] +2024-10-12 01:33:06,683 - Train: 6.93% [86700/1251000] [69.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002965] [CE 5.191 (4.912)] [KD 7.409 (6.772)] +2024-10-12 01:33:14,399 - Train: 6.93% [86750/1251000] [69.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002965] [CE 4.789 (4.933)] [KD 6.681 (6.857)] +2024-10-12 01:33:21,963 - Train: 6.94% [86800/1251000] [69.4/1000.0] [batch_t 0.158 (0.151)] [data_t 0.005] [optim_t 0.153] [lr 0.002965] [CE 4.962 (4.937)] [KD 6.726 (6.751)] +2024-10-12 01:33:29,499 - Train: 6.94% [86850/1251000] [69.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002965] [CE 4.507 (4.759)] [KD 6.502 (6.715)] +2024-10-12 01:33:37,125 - Train: 6.95% [86900/1251000] [69.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002965] [CE 5.114 (4.934)] [KD 6.777 (6.835)] +2024-10-12 01:33:44,629 - Train: 6.95% [86950/1251000] [69.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.002965] [CE 4.989 (4.974)] [KD 7.007 (6.906)] +2024-10-12 01:33:52,598 - Train: 6.95% [87000/1251000] [69.5/1000.0] [batch_t 0.274 (0.159)] [data_t 0.005] [optim_t 0.269] [lr 0.002965] [CE 5.173 (4.889)] [KD 6.881 (6.842)] +2024-10-12 01:34:00,100 - Train: 6.96% [87050/1251000] [69.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002965] [CE 4.767 (4.923)] [KD 6.589 (6.818)] +2024-10-12 01:34:07,638 - Train: 6.96% [87100/1251000] [69.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002965] [CE 4.591 (4.895)] [KD 6.794 (6.854)] +2024-10-12 01:34:15,333 - Train: 6.97% [87150/1251000] [69.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.002965] [CE 5.314 (4.931)] [KD 7.070 (6.816)] +2024-10-12 01:34:22,985 - Train: 6.97% [87200/1251000] [69.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002965] [CE 5.048 (4.829)] [KD 7.004 (6.812)] +2024-10-12 01:34:30,585 - Train: 6.97% [87250/1251000] [69.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002964] [CE 4.557 (4.875)] [KD 6.429 (6.746)] +2024-10-12 01:34:38,352 - Train: 6.98% [87300/1251000] [69.8/1000.0] [batch_t 0.345 (0.155)] [data_t 0.004] [optim_t 0.341] [lr 0.002964] [CE 5.221 (4.959)] [KD 6.840 (6.798)] +2024-10-12 01:34:45,844 - Train: 6.98% [87350/1251000] [69.8/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.002964] [CE 4.527 (4.865)] [KD 6.786 (6.830)] +2024-10-12 01:34:53,427 - Train: 6.99% [87400/1251000] [69.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002964] [CE 4.597 (4.907)] [KD 6.816 (6.793)] +2024-10-12 01:35:01,155 - Train: 6.99% [87450/1251000] [69.9/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.002964] [CE 4.986 (4.895)] [KD 7.184 (6.789)] +2024-10-12 01:35:08,668 - Train: 6.99% [87500/1251000] [69.9/1000.0] [batch_t 0.158 (0.150)] [data_t 0.005] [optim_t 0.153] [lr 0.002964] [CE 4.877 (4.917)] [KD 6.838 (6.841)] +2024-10-12 01:35:16,348 - Train: 7.00% [87550/1251000] [70.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002964] [CE 5.029 (4.908)] [KD 6.474 (6.784)] +2024-10-12 01:35:25,106 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 28496] [top5_cnt 40539] [top_all 50000] +2024-10-12 01:35:25,107 - net: 56.992 (81.078) +2024-10-12 01:35:30,946 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 33064] [top5_cnt 43559] [top_all 50000] +2024-10-12 01:35:30,947 - net_E: 66.128 (87.118) +2024-10-12 01:35:31,103 - Max [top1: 58.708 (epoch: 65)] [top1-ema: 66.128 (epoch: 70)] +2024-10-12 01:35:31,103 - ==> Total time: 3:48:22 Eta: 2 days, 2:34:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 01:35:38,163 - Train: 7.00% [87600/1251000] [70.0/1000.0] [batch_t 0.146 (0.164)] [data_t 0.004] [optim_t 0.142] [lr 0.002964] [CE 5.022 (4.891)] [KD 6.729 (6.770)] +2024-10-12 01:35:45,810 - Train: 7.01% [87650/1251000] [70.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.002964] [CE 5.300 (4.948)] [KD 6.921 (6.847)] +2024-10-12 01:35:53,341 - Train: 7.01% [87700/1251000] [70.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.002964] [CE 4.776 (4.864)] [KD 6.948 (6.728)] +2024-10-12 01:36:01,105 - Train: 7.01% [87750/1251000] [70.1/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002964] [CE 4.329 (4.911)] [KD 6.741 (6.746)] +2024-10-12 01:36:08,826 - Train: 7.02% [87800/1251000] [70.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.002964] [CE 5.228 (4.897)] [KD 6.506 (6.696)] +2024-10-12 01:36:16,367 - Train: 7.02% [87850/1251000] [70.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002964] [CE 5.040 (4.896)] [KD 7.121 (6.828)] +2024-10-12 01:36:23,973 - Train: 7.03% [87900/1251000] [70.3/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.002964] [CE 4.681 (4.941)] [KD 6.717 (6.841)] +2024-10-12 01:36:31,497 - Train: 7.03% [87950/1251000] [70.3/1000.0] [batch_t 0.156 (0.150)] [data_t 0.005] [optim_t 0.151] [lr 0.002964] [CE 4.566 (4.896)] [KD 6.925 (6.916)] +2024-10-12 01:36:39,213 - Train: 7.03% [88000/1251000] [70.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.002964] [CE 4.756 (4.953)] [KD 6.836 (6.775)] +2024-10-12 01:36:46,756 - Train: 7.04% [88050/1251000] [70.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002964] [CE 4.443 (4.945)] [KD 6.218 (6.799)] +2024-10-12 01:36:54,309 - Train: 7.04% [88100/1251000] [70.4/1000.0] [batch_t 0.154 (0.151)] [data_t 0.006] [optim_t 0.148] [lr 0.002964] [CE 5.583 (4.940)] [KD 7.078 (6.828)] +2024-10-12 01:37:01,896 - Train: 7.05% [88150/1251000] [70.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002964] [CE 5.274 (4.811)] [KD 7.079 (6.711)] +2024-10-12 01:37:09,688 - Train: 7.05% [88200/1251000] [70.5/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.002964] [CE 4.772 (4.931)] [KD 6.605 (6.902)] +2024-10-12 01:37:17,125 - Train: 7.05% [88250/1251000] [70.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002964] [CE 5.031 (4.920)] [KD 6.848 (6.806)] +2024-10-12 01:37:24,564 - Train: 7.06% [88300/1251000] [70.6/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002964] [CE 4.675 (4.921)] [KD 7.074 (6.966)] +2024-10-12 01:37:32,112 - Train: 7.06% [88350/1251000] [70.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002964] [CE 4.593 (4.966)] [KD 7.104 (6.876)] +2024-10-12 01:37:39,731 - Train: 7.07% [88400/1251000] [70.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.139] [lr 0.002964] [CE 4.882 (4.924)] [KD 6.744 (6.831)] +2024-10-12 01:37:47,395 - Train: 7.07% [88450/1251000] [70.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002964] [CE 5.407 (4.919)] [KD 7.117 (6.844)] +2024-10-12 01:37:54,957 - Train: 7.07% [88500/1251000] [70.7/1000.0] [batch_t 0.154 (0.151)] [data_t 0.006] [optim_t 0.148] [lr 0.002963] [CE 4.866 (4.870)] [KD 6.479 (6.761)] +2024-10-12 01:38:02,569 - Train: 7.08% [88550/1251000] [70.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002963] [CE 5.387 (4.905)] [KD 6.847 (6.785)] +2024-10-12 01:38:10,169 - Train: 7.08% [88600/1251000] [70.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.002963] [CE 5.027 (4.912)] [KD 6.614 (6.782)] +2024-10-12 01:38:17,703 - Train: 7.09% [88650/1251000] [70.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002963] [CE 5.277 (4.917)] [KD 6.953 (6.959)] +2024-10-12 01:38:25,190 - Train: 7.09% [88700/1251000] [70.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.007] [optim_t 0.138] [lr 0.002963] [CE 5.133 (4.882)] [KD 7.121 (6.813)] +2024-10-12 01:38:32,851 - Train: 7.09% [88750/1251000] [70.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002963] [CE 4.748 (4.945)] [KD 7.166 (6.845)] +2024-10-12 01:38:40,247 - Train: 7.10% [88800/1251000] [71.0/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002963] [CE 4.875 (4.905)] [KD 6.806 (6.887)] +2024-10-12 01:38:43,591 - ==> Total time: 3:51:34 Eta: 2 days, 2:30:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 01:38:50,027 - Train: 7.10% [88850/1251000] [71.0/1000.0] [batch_t 0.146 (0.172)] [data_t 0.005] [optim_t 0.142] [lr 0.002963] [CE 4.707 (4.812)] [KD 6.365 (6.767)] +2024-10-12 01:38:57,425 - Train: 7.11% [88900/1251000] [71.1/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002963] [CE 5.144 (4.916)] [KD 6.688 (6.790)] +2024-10-12 01:39:04,981 - Train: 7.11% [88950/1251000] [71.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002963] [CE 5.309 (4.893)] [KD 7.084 (6.808)] +2024-10-12 01:39:12,592 - Train: 7.11% [89000/1251000] [71.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002963] [CE 5.182 (4.883)] [KD 6.641 (6.833)] +2024-10-12 01:39:19,986 - Train: 7.12% [89050/1251000] [71.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002963] [CE 5.010 (4.924)] [KD 6.748 (6.770)] +2024-10-12 01:39:27,672 - Train: 7.12% [89100/1251000] [71.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.008] [optim_t 0.141] [lr 0.002963] [CE 4.818 (4.899)] [KD 7.065 (6.880)] +2024-10-12 01:39:35,185 - Train: 7.13% [89150/1251000] [71.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.007] [optim_t 0.143] [lr 0.002963] [CE 5.085 (4.900)] [KD 7.097 (6.885)] +2024-10-12 01:39:42,612 - Train: 7.13% [89200/1251000] [71.3/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002963] [CE 4.880 (4.937)] [KD 6.982 (6.817)] +2024-10-12 01:39:50,263 - Train: 7.13% [89250/1251000] [71.3/1000.0] [batch_t 0.277 (0.153)] [data_t 0.003] [optim_t 0.274] [lr 0.002963] [CE 4.752 (4.938)] [KD 6.954 (6.783)] +2024-10-12 01:39:57,666 - Train: 7.14% [89300/1251000] [71.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002963] [CE 4.769 (4.926)] [KD 6.826 (6.800)] +2024-10-12 01:40:05,200 - Train: 7.14% [89350/1251000] [71.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002963] [CE 5.554 (4.912)] [KD 7.087 (6.777)] +2024-10-12 01:40:12,722 - Train: 7.15% [89400/1251000] [71.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002963] [CE 5.293 (4.897)] [KD 6.824 (6.778)] +2024-10-12 01:40:20,265 - Train: 7.15% [89450/1251000] [71.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002963] [CE 4.896 (4.927)] [KD 6.541 (6.753)] +2024-10-12 01:40:27,685 - Train: 7.15% [89500/1251000] [71.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002963] [CE 5.064 (4.943)] [KD 7.435 (6.939)] +2024-10-12 01:40:35,357 - Train: 7.16% [89550/1251000] [71.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002963] [CE 5.015 (4.923)] [KD 7.067 (6.948)] +2024-10-12 01:40:42,764 - Train: 7.16% [89600/1251000] [71.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002963] [CE 4.736 (4.961)] [KD 6.689 (6.854)] +2024-10-12 01:40:50,292 - Train: 7.17% [89650/1251000] [71.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002963] [CE 4.521 (4.977)] [KD 6.545 (6.783)] +2024-10-12 01:40:57,999 - Train: 7.17% [89700/1251000] [71.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002962] [CE 4.342 (4.902)] [KD 6.719 (6.747)] +2024-10-12 01:41:05,473 - Train: 7.17% [89750/1251000] [71.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002962] [CE 5.166 (4.954)] [KD 6.672 (6.761)] +2024-10-12 01:41:12,988 - Train: 7.18% [89800/1251000] [71.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002962] [CE 4.630 (4.898)] [KD 6.872 (6.762)] +2024-10-12 01:41:20,501 - Train: 7.18% [89850/1251000] [71.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002962] [CE 4.592 (4.888)] [KD 6.625 (6.723)] +2024-10-12 01:41:27,874 - Train: 7.19% [89900/1251000] [71.9/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.002962] [CE 4.654 (4.936)] [KD 6.859 (6.904)] +2024-10-12 01:41:35,832 - Train: 7.19% [89950/1251000] [71.9/1000.0] [batch_t 0.146 (0.159)] [data_t 0.006] [optim_t 0.140] [lr 0.002962] [CE 5.258 (4.907)] [KD 6.949 (6.745)] +2024-10-12 01:41:43,218 - Train: 7.19% [90000/1251000] [71.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002962] [CE 4.887 (4.919)] [KD 6.478 (6.874)] +2024-10-12 01:41:50,650 - Train: 7.20% [90050/1251000] [72.0/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002962] [CE 5.202 (4.979)] [KD 6.817 (6.850)] +2024-10-12 01:41:53,818 - ==> Total time: 3:54:44 Eta: 2 days, 2:25:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 01:42:00,101 - Train: 7.20% [90100/1251000] [72.0/1000.0] [batch_t 0.148 (0.176)] [data_t 0.004] [optim_t 0.144] [lr 0.002962] [CE 4.595 (4.855)] [KD 6.582 (6.764)] +2024-10-12 01:42:07,613 - Train: 7.21% [90150/1251000] [72.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.002962] [CE 4.733 (4.853)] [KD 6.727 (6.712)] +2024-10-12 01:42:15,224 - Train: 7.21% [90200/1251000] [72.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.002962] [CE 5.235 (4.933)] [KD 6.564 (6.774)] +2024-10-12 01:42:22,799 - Train: 7.21% [90250/1251000] [72.1/1000.0] [batch_t 0.288 (0.151)] [data_t 0.003] [optim_t 0.285] [lr 0.002962] [CE 4.799 (4.903)] [KD 7.026 (6.857)] +2024-10-12 01:42:30,814 - Train: 7.22% [90300/1251000] [72.2/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.002962] [CE 4.708 (4.926)] [KD 6.554 (6.767)] +2024-10-12 01:42:38,410 - Train: 7.22% [90350/1251000] [72.2/1000.0] [batch_t 0.143 (0.152)] [data_t 0.003] [optim_t 0.140] [lr 0.002962] [CE 5.090 (4.902)] [KD 6.705 (6.767)] +2024-10-12 01:42:45,910 - Train: 7.23% [90400/1251000] [72.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002962] [CE 5.124 (4.953)] [KD 7.312 (6.930)] +2024-10-12 01:42:53,336 - Train: 7.23% [90450/1251000] [72.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002962] [CE 5.210 (4.878)] [KD 6.671 (6.848)] +2024-10-12 01:43:00,771 - Train: 7.23% [90500/1251000] [72.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002962] [CE 4.772 (4.875)] [KD 6.995 (6.814)] +2024-10-12 01:43:08,342 - Train: 7.24% [90550/1251000] [72.4/1000.0] [batch_t 0.159 (0.151)] [data_t 0.003] [optim_t 0.156] [lr 0.002962] [CE 4.711 (4.901)] [KD 6.633 (6.767)] +2024-10-12 01:43:15,950 - Train: 7.24% [90600/1251000] [72.4/1000.0] [batch_t 0.159 (0.152)] [data_t 0.003] [optim_t 0.156] [lr 0.002962] [CE 4.883 (4.921)] [KD 6.889 (6.787)] +2024-10-12 01:43:23,677 - Train: 7.25% [90650/1251000] [72.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.002962] [CE 5.083 (4.946)] [KD 7.010 (6.799)] +2024-10-12 01:43:31,482 - Train: 7.25% [90700/1251000] [72.5/1000.0] [batch_t 0.270 (0.156)] [data_t 0.005] [optim_t 0.264] [lr 0.002962] [CE 4.716 (4.907)] [KD 6.621 (6.758)] +2024-10-12 01:43:39,279 - Train: 7.25% [90750/1251000] [72.5/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.002962] [CE 5.155 (4.915)] [KD 6.770 (6.747)] +2024-10-12 01:43:46,762 - Train: 7.26% [90800/1251000] [72.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002962] [CE 4.861 (4.851)] [KD 7.016 (6.865)] +2024-10-12 01:43:54,257 - Train: 7.26% [90850/1251000] [72.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002962] [CE 4.853 (4.890)] [KD 6.825 (6.776)] +2024-10-12 01:44:01,739 - Train: 7.27% [90900/1251000] [72.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002961] [CE 4.949 (4.921)] [KD 6.347 (6.866)] +2024-10-12 01:44:09,535 - Train: 7.27% [90950/1251000] [72.7/1000.0] [batch_t 0.277 (0.156)] [data_t 0.003] [optim_t 0.274] [lr 0.002961] [CE 4.798 (4.847)] [KD 6.623 (6.763)] +2024-10-12 01:44:16,983 - Train: 7.27% [91000/1251000] [72.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.139] [lr 0.002961] [CE 5.004 (4.953)] [KD 6.945 (6.872)] +2024-10-12 01:44:24,728 - Train: 7.28% [91050/1251000] [72.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.002961] [CE 4.232 (4.880)] [KD 6.108 (6.822)] +2024-10-12 01:44:32,498 - Train: 7.28% [91100/1251000] [72.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.002961] [CE 4.722 (4.858)] [KD 7.032 (6.838)] +2024-10-12 01:44:40,406 - Train: 7.29% [91150/1251000] [72.9/1000.0] [batch_t 0.159 (0.158)] [data_t 0.005] [optim_t 0.154] [lr 0.002961] [CE 5.278 (4.952)] [KD 7.017 (6.839)] +2024-10-12 01:44:47,862 - Train: 7.29% [91200/1251000] [72.9/1000.0] [batch_t 0.157 (0.149)] [data_t 0.004] [optim_t 0.152] [lr 0.002961] [CE 4.989 (4.854)] [KD 6.827 (6.826)] +2024-10-12 01:44:55,464 - Train: 7.29% [91250/1251000] [72.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002961] [CE 4.713 (4.873)] [KD 6.550 (6.797)] +2024-10-12 01:45:03,072 - Train: 7.30% [91300/1251000] [73.0/1000.0] [batch_t 0.257 (0.152)] [data_t 0.005] [optim_t 0.252] [lr 0.002961] [CE 4.614 (4.911)] [KD 6.403 (6.713)] +2024-10-12 01:45:06,394 - ==> Total time: 3:57:57 Eta: 2 days, 2:21:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 01:45:12,530 - Train: 7.30% [91350/1251000] [73.0/1000.0] [batch_t 0.153 (0.172)] [data_t 0.005] [optim_t 0.148] [lr 0.002961] [CE 4.278 (4.805)] [KD 6.955 (6.754)] +2024-10-12 01:45:20,105 - Train: 7.31% [91400/1251000] [73.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002961] [CE 4.668 (4.868)] [KD 6.925 (6.817)] +2024-10-12 01:45:27,717 - Train: 7.31% [91450/1251000] [73.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.006] [optim_t 0.146] [lr 0.002961] [CE 5.055 (4.910)] [KD 7.302 (6.838)] +2024-10-12 01:45:35,182 - Train: 7.31% [91500/1251000] [73.1/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.002961] [CE 4.927 (4.833)] [KD 6.828 (6.756)] +2024-10-12 01:45:42,875 - Train: 7.32% [91550/1251000] [73.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.002961] [CE 5.016 (4.897)] [KD 6.705 (6.752)] +2024-10-12 01:45:50,855 - Train: 7.32% [91600/1251000] [73.2/1000.0] [batch_t 0.152 (0.160)] [data_t 0.005] [optim_t 0.147] [lr 0.002961] [CE 5.201 (4.861)] [KD 6.748 (6.759)] +2024-10-12 01:45:58,480 - Train: 7.33% [91650/1251000] [73.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.002961] [CE 4.941 (4.932)] [KD 7.009 (6.765)] +2024-10-12 01:46:06,081 - Train: 7.33% [91700/1251000] [73.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002961] [CE 4.294 (4.885)] [KD 6.462 (6.840)] +2024-10-12 01:46:13,537 - Train: 7.33% [91750/1251000] [73.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002961] [CE 4.993 (4.860)] [KD 7.108 (6.742)] +2024-10-12 01:46:21,000 - Train: 7.34% [91800/1251000] [73.4/1000.0] [batch_t 0.152 (0.149)] [data_t 0.006] [optim_t 0.146] [lr 0.002961] [CE 4.861 (4.899)] [KD 6.402 (6.750)] +2024-10-12 01:46:28,493 - Train: 7.34% [91850/1251000] [73.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002961] [CE 4.784 (4.908)] [KD 6.884 (6.767)] +2024-10-12 01:46:36,162 - Train: 7.35% [91900/1251000] [73.5/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.002961] [CE 4.894 (4.887)] [KD 6.877 (6.751)] +2024-10-12 01:46:43,851 - Train: 7.35% [91950/1251000] [73.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.002961] [CE 4.676 (4.850)] [KD 6.825 (6.792)] +2024-10-12 01:46:51,619 - Train: 7.35% [92000/1251000] [73.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.002961] [CE 5.532 (4.940)] [KD 6.875 (6.752)] +2024-10-12 01:46:59,018 - Train: 7.36% [92050/1251000] [73.6/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.002961] [CE 4.169 (4.896)] [KD 6.551 (6.785)] +2024-10-12 01:47:06,589 - Train: 7.36% [92100/1251000] [73.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002960] [CE 4.590 (4.907)] [KD 6.738 (6.866)] +2024-10-12 01:47:14,005 - Train: 7.37% [92150/1251000] [73.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.002960] [CE 5.038 (4.856)] [KD 6.779 (6.801)] +2024-10-12 01:47:21,510 - Train: 7.37% [92200/1251000] [73.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002960] [CE 4.575 (4.949)] [KD 6.956 (6.862)] +2024-10-12 01:47:28,897 - Train: 7.37% [92250/1251000] [73.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002960] [CE 4.929 (4.934)] [KD 6.702 (6.891)] +2024-10-12 01:47:36,307 - Train: 7.38% [92300/1251000] [73.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002960] [CE 4.845 (4.888)] [KD 6.980 (6.730)] +2024-10-12 01:47:43,923 - Train: 7.38% [92350/1251000] [73.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002960] [CE 5.125 (4.909)] [KD 7.053 (6.801)] +2024-10-12 01:47:51,626 - Train: 7.39% [92400/1251000] [73.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.002960] [CE 4.566 (4.858)] [KD 6.785 (6.676)] +2024-10-12 01:47:59,278 - Train: 7.39% [92450/1251000] [73.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002960] [CE 5.105 (4.897)] [KD 6.942 (6.821)] +2024-10-12 01:48:06,716 - Train: 7.39% [92500/1251000] [73.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002960] [CE 4.864 (4.921)] [KD 6.898 (6.787)] +2024-10-12 01:48:14,299 - Train: 7.40% [92550/1251000] [74.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.002960] [CE 5.307 (4.957)] [KD 6.796 (6.811)] +2024-10-12 01:48:17,864 - ==> Total time: 4:01:08 Eta: 2 days, 2:17:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 01:48:24,007 - Train: 7.40% [92600/1251000] [74.0/1000.0] [batch_t 0.151 (0.164)] [data_t 0.003] [optim_t 0.148] [lr 0.002960] [CE 4.504 (4.853)] [KD 6.657 (6.710)] +2024-10-12 01:48:31,632 - Train: 7.41% [92650/1251000] [74.1/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.002960] [CE 4.869 (4.898)] [KD 6.498 (6.692)] +2024-10-12 01:48:39,283 - Train: 7.41% [92700/1251000] [74.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.002960] [CE 5.015 (4.873)] [KD 6.757 (6.677)] +2024-10-12 01:48:46,873 - Train: 7.41% [92750/1251000] [74.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002960] [CE 5.224 (4.950)] [KD 6.888 (6.843)] +2024-10-12 01:48:54,493 - Train: 7.42% [92800/1251000] [74.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002960] [CE 4.843 (4.905)] [KD 6.558 (6.799)] +2024-10-12 01:49:02,396 - Train: 7.42% [92850/1251000] [74.2/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.002960] [CE 4.707 (4.956)] [KD 6.443 (6.648)] +2024-10-12 01:49:09,978 - Train: 7.43% [92900/1251000] [74.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002960] [CE 4.521 (4.983)] [KD 6.325 (6.691)] +2024-10-12 01:49:17,703 - Train: 7.43% [92950/1251000] [74.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.002960] [CE 5.238 (4.974)] [KD 6.767 (6.850)] +2024-10-12 01:49:25,309 - Train: 7.43% [93000/1251000] [74.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002960] [CE 4.856 (4.905)] [KD 6.811 (6.800)] +2024-10-12 01:49:32,854 - Train: 7.44% [93050/1251000] [74.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.002960] [CE 4.400 (4.895)] [KD 6.598 (6.783)] +2024-10-12 01:49:40,303 - Train: 7.44% [93100/1251000] [74.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002960] [CE 4.427 (4.910)] [KD 6.810 (6.800)] +2024-10-12 01:49:47,747 - Train: 7.45% [93150/1251000] [74.5/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.002960] [CE 4.604 (4.972)] [KD 6.872 (6.779)] +2024-10-12 01:49:55,208 - Train: 7.45% [93200/1251000] [74.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002960] [CE 5.064 (4.788)] [KD 6.742 (6.714)] +2024-10-12 01:50:03,343 - Train: 7.45% [93250/1251000] [74.5/1000.0] [batch_t 0.149 (0.163)] [data_t 0.004] [optim_t 0.145] [lr 0.002959] [CE 4.645 (4.932)] [KD 6.716 (6.853)] +2024-10-12 01:50:10,960 - Train: 7.46% [93300/1251000] [74.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002959] [CE 4.674 (4.929)] [KD 6.538 (6.778)] +2024-10-12 01:50:18,571 - Train: 7.46% [93350/1251000] [74.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002959] [CE 5.210 (4.922)] [KD 6.487 (6.754)] +2024-10-12 01:50:26,176 - Train: 7.47% [93400/1251000] [74.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.002959] [CE 4.506 (4.906)] [KD 6.500 (6.826)] +2024-10-12 01:50:33,664 - Train: 7.47% [93450/1251000] [74.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002959] [CE 5.020 (4.947)] [KD 6.922 (6.866)] +2024-10-12 01:50:41,300 - Train: 7.47% [93500/1251000] [74.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002959] [CE 4.666 (4.833)] [KD 6.581 (6.712)] +2024-10-12 01:50:48,745 - Train: 7.48% [93550/1251000] [74.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002959] [CE 4.593 (4.904)] [KD 6.612 (6.688)] +2024-10-12 01:50:56,247 - Train: 7.48% [93600/1251000] [74.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002959] [CE 4.492 (4.867)] [KD 6.495 (6.787)] +2024-10-12 01:51:04,026 - Train: 7.49% [93650/1251000] [74.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.002959] [CE 4.879 (4.905)] [KD 6.673 (6.756)] +2024-10-12 01:51:11,870 - Train: 7.49% [93700/1251000] [74.9/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.002959] [CE 4.843 (4.913)] [KD 6.781 (6.921)] +2024-10-12 01:51:19,318 - Train: 7.49% [93750/1251000] [74.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002959] [CE 4.726 (4.916)] [KD 6.495 (6.824)] +2024-10-12 01:51:26,836 - Train: 7.50% [93800/1251000] [75.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002959] [CE 4.557 (4.884)] [KD 6.679 (6.837)] +2024-10-12 01:51:36,244 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 28857] [top5_cnt 40714] [top_all 50000] +2024-10-12 01:51:36,244 - net: 57.714 (81.428) +2024-10-12 01:51:42,055 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 33146] [top5_cnt 43606] [top_all 50000] +2024-10-12 01:51:42,056 - net_E: 66.292 (87.212) +2024-10-12 01:51:42,192 - Max [top1: 58.708 (epoch: 65)] [top1-ema: 66.292 (epoch: 75)] +2024-10-12 01:51:42,193 - ==> Total time: 4:04:33 Eta: 2 days, 2:16:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 01:51:49,107 - Train: 7.50% [93850/1251000] [75.0/1000.0] [batch_t 0.145 (0.165)] [data_t 0.003] [optim_t 0.142] [lr 0.002959] [CE 4.920 (4.901)] [KD 6.717 (6.805)] +2024-10-12 01:51:56,592 - Train: 7.51% [93900/1251000] [75.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002959] [CE 4.830 (4.954)] [KD 6.587 (6.704)] +2024-10-12 01:52:04,107 - Train: 7.51% [93950/1251000] [75.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002959] [CE 4.903 (4.915)] [KD 6.933 (6.796)] +2024-10-12 01:52:11,670 - Train: 7.51% [94000/1251000] [75.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002959] [CE 5.206 (4.887)] [KD 6.944 (6.728)] +2024-10-12 01:52:19,746 - Train: 7.52% [94050/1251000] [75.2/1000.0] [batch_t 0.150 (0.161)] [data_t 0.005] [optim_t 0.144] [lr 0.002959] [CE 4.911 (4.938)] [KD 6.686 (6.748)] +2024-10-12 01:52:27,541 - Train: 7.52% [94100/1251000] [75.2/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.002959] [CE 5.152 (4.897)] [KD 7.073 (6.745)] +2024-10-12 01:52:35,005 - Train: 7.53% [94150/1251000] [75.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002959] [CE 4.895 (4.884)] [KD 6.600 (6.810)] +2024-10-12 01:52:42,441 - Train: 7.53% [94200/1251000] [75.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002959] [CE 5.201 (4.910)] [KD 7.121 (6.787)] +2024-10-12 01:52:50,009 - Train: 7.53% [94250/1251000] [75.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.007] [optim_t 0.144] [lr 0.002959] [CE 5.222 (4.908)] [KD 6.933 (6.714)] +2024-10-12 01:52:57,799 - Train: 7.54% [94300/1251000] [75.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.002959] [CE 4.716 (4.905)] [KD 6.700 (6.802)] +2024-10-12 01:53:05,324 - Train: 7.54% [94350/1251000] [75.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002959] [CE 5.151 (4.858)] [KD 6.745 (6.761)] +2024-10-12 01:53:12,943 - Train: 7.55% [94400/1251000] [75.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002958] [CE 4.711 (4.931)] [KD 6.746 (6.673)] +2024-10-12 01:53:20,483 - Train: 7.55% [94450/1251000] [75.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002958] [CE 5.163 (4.899)] [KD 7.080 (6.704)] +2024-10-12 01:53:27,862 - Train: 7.55% [94500/1251000] [75.5/1000.0] [batch_t 0.147 (0.147)] [data_t 0.003] [optim_t 0.145] [lr 0.002958] [CE 5.127 (4.910)] [KD 6.840 (6.802)] +2024-10-12 01:53:35,360 - Train: 7.56% [94550/1251000] [75.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002958] [CE 4.862 (4.896)] [KD 6.854 (6.742)] +2024-10-12 01:53:42,957 - Train: 7.56% [94600/1251000] [75.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002958] [CE 5.045 (4.876)] [KD 6.834 (6.737)] +2024-10-12 01:53:50,713 - Train: 7.57% [94650/1251000] [75.7/1000.0] [batch_t 0.261 (0.155)] [data_t 0.005] [optim_t 0.256] [lr 0.002958] [CE 4.646 (4.965)] [KD 6.782 (6.908)] +2024-10-12 01:53:58,247 - Train: 7.57% [94700/1251000] [75.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002958] [CE 4.854 (4.892)] [KD 6.857 (6.848)] +2024-10-12 01:54:05,933 - Train: 7.57% [94750/1251000] [75.7/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.002958] [CE 5.405 (4.914)] [KD 7.059 (6.859)] +2024-10-12 01:54:13,428 - Train: 7.58% [94800/1251000] [75.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002958] [CE 5.075 (4.908)] [KD 6.830 (6.767)] +2024-10-12 01:54:20,923 - Train: 7.58% [94850/1251000] [75.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002958] [CE 4.922 (4.875)] [KD 6.615 (6.758)] +2024-10-12 01:54:28,591 - Train: 7.59% [94900/1251000] [75.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.002958] [CE 5.289 (4.876)] [KD 7.000 (6.774)] +2024-10-12 01:54:36,342 - Train: 7.59% [94950/1251000] [75.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.002958] [CE 5.359 (4.867)] [KD 6.732 (6.777)] +2024-10-12 01:54:43,889 - Train: 7.59% [95000/1251000] [75.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002958] [CE 5.015 (4.932)] [KD 7.147 (6.766)] +2024-10-12 01:54:51,281 - Train: 7.60% [95050/1251000] [76.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002958] [CE 4.960 (4.932)] [KD 6.867 (6.756)] +2024-10-12 01:54:55,100 - ==> Total time: 4:07:46 Eta: 2 days, 2:12:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 01:55:00,391 - Train: 7.60% [95100/1251000] [76.0/1000.0] [batch_t 0.145 (0.163)] [data_t 0.004] [optim_t 0.141] [lr 0.002958] [CE 5.124 (4.897)] [KD 7.125 (6.653)] +2024-10-12 01:55:08,056 - Train: 7.61% [95150/1251000] [76.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002958] [CE 4.940 (4.939)] [KD 7.197 (6.893)] +2024-10-12 01:55:15,608 - Train: 7.61% [95200/1251000] [76.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002958] [CE 5.014 (4.917)] [KD 6.804 (6.834)] +2024-10-12 01:55:23,585 - Train: 7.61% [95250/1251000] [76.1/1000.0] [batch_t 0.299 (0.159)] [data_t 0.005] [optim_t 0.294] [lr 0.002958] [CE 4.642 (4.922)] [KD 6.642 (6.656)] +2024-10-12 01:55:31,127 - Train: 7.62% [95300/1251000] [76.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002958] [CE 5.007 (4.925)] [KD 6.404 (6.721)] +2024-10-12 01:55:38,570 - Train: 7.62% [95350/1251000] [76.2/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.139] [lr 0.002958] [CE 4.682 (4.811)] [KD 6.988 (6.626)] +2024-10-12 01:55:45,965 - Train: 7.63% [95400/1251000] [76.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002958] [CE 4.600 (4.958)] [KD 6.584 (6.775)] +2024-10-12 01:55:53,418 - Train: 7.63% [95450/1251000] [76.3/1000.0] [batch_t 0.159 (0.149)] [data_t 0.003] [optim_t 0.156] [lr 0.002958] [CE 4.700 (4.827)] [KD 7.002 (6.742)] +2024-10-12 01:56:01,089 - Train: 7.63% [95500/1251000] [76.3/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.002957] [CE 4.869 (4.818)] [KD 6.790 (6.760)] +2024-10-12 01:56:08,709 - Train: 7.64% [95550/1251000] [76.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.002957] [CE 4.833 (4.934)] [KD 6.578 (6.817)] +2024-10-12 01:56:16,366 - Train: 7.64% [95600/1251000] [76.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002957] [CE 4.477 (4.881)] [KD 6.870 (6.794)] +2024-10-12 01:56:23,796 - Train: 7.65% [95650/1251000] [76.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.002957] [CE 5.244 (4.898)] [KD 6.903 (6.739)] +2024-10-12 01:56:31,505 - Train: 7.65% [95700/1251000] [76.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.002957] [CE 5.115 (4.893)] [KD 6.900 (6.659)] +2024-10-12 01:56:38,959 - Train: 7.65% [95750/1251000] [76.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002957] [CE 4.710 (4.946)] [KD 6.683 (6.819)] +2024-10-12 01:56:46,507 - Train: 7.66% [95800/1251000] [76.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002957] [CE 4.458 (4.873)] [KD 6.575 (6.774)] +2024-10-12 01:56:54,083 - Train: 7.66% [95850/1251000] [76.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002957] [CE 4.354 (4.934)] [KD 6.666 (6.828)] +2024-10-12 01:57:01,658 - Train: 7.67% [95900/1251000] [76.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002957] [CE 4.875 (4.936)] [KD 6.971 (6.830)] +2024-10-12 01:57:09,231 - Train: 7.67% [95950/1251000] [76.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002957] [CE 4.692 (4.858)] [KD 6.365 (6.678)] +2024-10-12 01:57:16,914 - Train: 7.67% [96000/1251000] [76.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002957] [CE 5.031 (4.877)] [KD 6.694 (6.708)] +2024-10-12 01:57:24,511 - Train: 7.68% [96050/1251000] [76.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002957] [CE 5.002 (4.989)] [KD 6.985 (6.677)] +2024-10-12 01:57:32,340 - Train: 7.68% [96100/1251000] [76.8/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002957] [CE 4.998 (4.954)] [KD 6.649 (6.757)] +2024-10-12 01:57:39,811 - Train: 7.69% [96150/1251000] [76.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002957] [CE 5.327 (4.960)] [KD 7.067 (6.848)] +2024-10-12 01:57:47,272 - Train: 7.69% [96200/1251000] [76.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002957] [CE 4.795 (4.826)] [KD 6.385 (6.708)] +2024-10-12 01:57:54,706 - Train: 7.69% [96250/1251000] [76.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002957] [CE 4.938 (4.870)] [KD 6.567 (6.640)] +2024-10-12 01:58:02,136 - Train: 7.70% [96300/1251000] [77.0/1000.0] [batch_t 0.153 (0.148)] [data_t 0.006] [optim_t 0.148] [lr 0.002957] [CE 4.722 (4.827)] [KD 6.598 (6.728)] +2024-10-12 01:58:06,161 - ==> Total time: 4:10:57 Eta: 2 days, 2:08:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 01:58:11,965 - Train: 7.70% [96350/1251000] [77.0/1000.0] [batch_t 0.148 (0.183)] [data_t 0.003] [optim_t 0.145] [lr 0.002957] [CE 5.253 (4.908)] [KD 6.927 (6.714)] +2024-10-12 01:58:19,631 - Train: 7.71% [96400/1251000] [77.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.002957] [CE 4.630 (4.836)] [KD 6.442 (6.697)] +2024-10-12 01:58:27,277 - Train: 7.71% [96450/1251000] [77.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.002957] [CE 5.137 (4.892)] [KD 6.644 (6.880)] +2024-10-12 01:58:34,737 - Train: 7.71% [96500/1251000] [77.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.002957] [CE 4.896 (4.930)] [KD 6.721 (6.755)] +2024-10-12 01:58:42,350 - Train: 7.72% [96550/1251000] [77.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002957] [CE 5.205 (4.922)] [KD 6.829 (6.737)] +2024-10-12 01:58:49,895 - Train: 7.72% [96600/1251000] [77.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.002957] [CE 4.784 (4.819)] [KD 6.393 (6.650)] +2024-10-12 01:58:57,537 - Train: 7.73% [96650/1251000] [77.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002956] [CE 4.712 (4.908)] [KD 6.524 (6.706)] +2024-10-12 01:59:04,902 - Train: 7.73% [96700/1251000] [77.3/1000.0] [batch_t 0.147 (0.147)] [data_t 0.006] [optim_t 0.141] [lr 0.002956] [CE 4.532 (4.899)] [KD 6.758 (6.770)] +2024-10-12 01:59:12,544 - Train: 7.73% [96750/1251000] [77.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002956] [CE 4.926 (4.864)] [KD 7.074 (6.718)] +2024-10-12 01:59:20,009 - Train: 7.74% [96800/1251000] [77.4/1000.0] [batch_t 0.155 (0.149)] [data_t 0.003] [optim_t 0.152] [lr 0.002956] [CE 4.847 (4.893)] [KD 6.697 (6.758)] +2024-10-12 01:59:27,842 - Train: 7.74% [96850/1251000] [77.4/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.002956] [CE 4.935 (4.960)] [KD 6.816 (6.812)] +2024-10-12 01:59:35,450 - Train: 7.75% [96900/1251000] [77.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.002956] [CE 4.951 (4.886)] [KD 6.563 (6.645)] +2024-10-12 01:59:43,110 - Train: 7.75% [96950/1251000] [77.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.002956] [CE 4.827 (4.906)] [KD 6.405 (6.694)] +2024-10-12 01:59:50,789 - Train: 7.75% [97000/1251000] [77.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.002956] [CE 4.858 (4.903)] [KD 6.792 (6.745)] +2024-10-12 01:59:58,215 - Train: 7.76% [97050/1251000] [77.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002956] [CE 5.160 (4.893)] [KD 6.858 (6.663)] +2024-10-12 02:00:05,822 - Train: 7.76% [97100/1251000] [77.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002956] [CE 4.872 (4.864)] [KD 7.051 (6.757)] +2024-10-12 02:00:13,492 - Train: 7.77% [97150/1251000] [77.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.002956] [CE 4.453 (4.843)] [KD 6.814 (6.613)] +2024-10-12 02:00:21,288 - Train: 7.77% [97200/1251000] [77.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.002956] [CE 4.973 (4.989)] [KD 6.868 (6.783)] +2024-10-12 02:00:28,975 - Train: 7.77% [97250/1251000] [77.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.002956] [CE 5.029 (4.906)] [KD 6.762 (6.757)] +2024-10-12 02:00:36,608 - Train: 7.78% [97300/1251000] [77.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002956] [CE 4.558 (4.968)] [KD 6.744 (6.816)] +2024-10-12 02:00:44,093 - Train: 7.78% [97350/1251000] [77.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.002] [optim_t 0.146] [lr 0.002956] [CE 5.185 (4.888)] [KD 6.925 (6.872)] +2024-10-12 02:00:51,845 - Train: 7.79% [97400/1251000] [77.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002956] [CE 4.446 (4.848)] [KD 6.644 (6.693)] +2024-10-12 02:00:59,435 - Train: 7.79% [97450/1251000] [77.9/1000.0] [batch_t 0.262 (0.152)] [data_t 0.003] [optim_t 0.260] [lr 0.002956] [CE 4.856 (4.927)] [KD 6.946 (6.759)] +2024-10-12 02:01:06,927 - Train: 7.79% [97500/1251000] [77.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.002956] [CE 5.027 (4.997)] [KD 6.940 (6.908)] +2024-10-12 02:01:14,487 - Train: 7.80% [97550/1251000] [78.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002956] [CE 4.744 (4.893)] [KD 6.681 (6.702)] +2024-10-12 02:01:18,846 - ==> Total time: 4:14:09 Eta: 2 days, 2:04:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 02:01:23,989 - Train: 7.80% [97600/1251000] [78.0/1000.0] [batch_t 0.150 (0.167)] [data_t 0.004] [optim_t 0.146] [lr 0.002956] [CE 4.493 (4.927)] [KD 6.525 (6.644)] +2024-10-12 02:01:31,675 - Train: 7.81% [97650/1251000] [78.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.002956] [CE 4.823 (4.914)] [KD 6.672 (6.720)] +2024-10-12 02:01:39,659 - Train: 7.81% [97700/1251000] [78.1/1000.0] [batch_t 0.150 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.002956] [CE 5.399 (4.960)] [KD 7.348 (6.929)] +2024-10-12 02:01:47,320 - Train: 7.81% [97750/1251000] [78.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002955] [CE 4.829 (4.854)] [KD 6.560 (6.745)] +2024-10-12 02:01:54,753 - Train: 7.82% [97800/1251000] [78.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002955] [CE 4.708 (4.887)] [KD 7.091 (6.713)] +2024-10-12 02:02:02,339 - Train: 7.82% [97850/1251000] [78.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002955] [CE 4.882 (4.988)] [KD 7.176 (6.919)] +2024-10-12 02:02:09,935 - Train: 7.83% [97900/1251000] [78.3/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.002955] [CE 5.152 (4.904)] [KD 6.562 (6.798)] +2024-10-12 02:02:17,419 - Train: 7.83% [97950/1251000] [78.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002955] [CE 4.471 (4.899)] [KD 6.418 (6.759)] +2024-10-12 02:02:25,194 - Train: 7.83% [98000/1251000] [78.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.142] [lr 0.002955] [CE 4.915 (4.898)] [KD 6.296 (6.734)] +2024-10-12 02:02:33,005 - Train: 7.84% [98050/1251000] [78.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.002955] [CE 4.484 (4.919)] [KD 7.119 (6.799)] +2024-10-12 02:02:40,743 - Train: 7.84% [98100/1251000] [78.4/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.002955] [CE 5.065 (4.962)] [KD 6.528 (6.830)] +2024-10-12 02:02:48,184 - Train: 7.85% [98150/1251000] [78.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002955] [CE 4.599 (4.865)] [KD 6.671 (6.702)] +2024-10-12 02:02:55,718 - Train: 7.85% [98200/1251000] [78.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002955] [CE 5.250 (4.882)] [KD 6.714 (6.735)] +2024-10-12 02:03:03,324 - Train: 7.85% [98250/1251000] [78.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.002955] [CE 4.604 (4.908)] [KD 6.892 (6.789)] +2024-10-12 02:03:10,851 - Train: 7.86% [98300/1251000] [78.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002955] [CE 5.107 (4.955)] [KD 6.950 (6.762)] +2024-10-12 02:03:18,407 - Train: 7.86% [98350/1251000] [78.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002955] [CE 5.303 (4.843)] [KD 7.019 (6.728)] +2024-10-12 02:03:26,012 - Train: 7.87% [98400/1251000] [78.7/1000.0] [batch_t 0.157 (0.152)] [data_t 0.006] [optim_t 0.151] [lr 0.002955] [CE 4.478 (4.938)] [KD 6.718 (6.836)] +2024-10-12 02:03:33,699 - Train: 7.87% [98450/1251000] [78.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.002955] [CE 4.745 (4.899)] [KD 6.750 (6.821)] +2024-10-12 02:03:41,282 - Train: 7.87% [98500/1251000] [78.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.002955] [CE 5.115 (4.939)] [KD 6.981 (6.924)] +2024-10-12 02:03:49,029 - Train: 7.88% [98550/1251000] [78.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.002955] [CE 4.780 (4.956)] [KD 6.566 (6.814)] +2024-10-12 02:03:56,495 - Train: 7.88% [98600/1251000] [78.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002955] [CE 5.058 (4.955)] [KD 6.752 (6.759)] +2024-10-12 02:04:04,101 - Train: 7.89% [98650/1251000] [78.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002955] [CE 5.020 (4.943)] [KD 6.704 (6.765)] +2024-10-12 02:04:11,672 - Train: 7.89% [98700/1251000] [78.9/1000.0] [batch_t 0.160 (0.151)] [data_t 0.003] [optim_t 0.157] [lr 0.002955] [CE 5.043 (4.917)] [KD 7.047 (6.756)] +2024-10-12 02:04:19,342 - Train: 7.89% [98750/1251000] [78.9/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.002955] [CE 4.806 (4.881)] [KD 6.851 (6.788)] +2024-10-12 02:04:26,789 - Train: 7.90% [98800/1251000] [79.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002955] [CE 4.868 (4.922)] [KD 6.887 (6.842)] +2024-10-12 02:04:31,161 - ==> Total time: 4:17:22 Eta: 2 days, 2:00:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 02:04:36,208 - Train: 7.90% [98850/1251000] [79.0/1000.0] [batch_t 0.148 (0.171)] [data_t 0.003] [optim_t 0.145] [lr 0.002954] [CE 4.776 (4.820)] [KD 6.855 (6.633)] +2024-10-12 02:04:43,908 - Train: 7.91% [98900/1251000] [79.1/1000.0] [batch_t 0.144 (0.154)] [data_t 0.006] [optim_t 0.138] [lr 0.002954] [CE 5.201 (4.914)] [KD 6.907 (6.709)] +2024-10-12 02:04:51,657 - Train: 7.91% [98950/1251000] [79.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.002954] [CE 5.027 (4.908)] [KD 6.850 (6.723)] +2024-10-12 02:04:59,141 - Train: 7.91% [99000/1251000] [79.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.002954] [CE 5.108 (4.931)] [KD 7.276 (6.839)] +2024-10-12 02:05:06,749 - Train: 7.92% [99050/1251000] [79.2/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.002954] [CE 4.355 (4.778)] [KD 6.850 (6.738)] +2024-10-12 02:05:14,238 - Train: 7.92% [99100/1251000] [79.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.007] [optim_t 0.143] [lr 0.002954] [CE 5.094 (4.935)] [KD 6.804 (6.715)] +2024-10-12 02:05:21,918 - Train: 7.93% [99150/1251000] [79.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002954] [CE 5.009 (4.916)] [KD 6.445 (6.838)] +2024-10-12 02:05:29,433 - Train: 7.93% [99200/1251000] [79.3/1000.0] [batch_t 0.153 (0.150)] [data_t 0.006] [optim_t 0.147] [lr 0.002954] [CE 4.845 (4.894)] [KD 6.623 (6.713)] +2024-10-12 02:05:37,015 - Train: 7.93% [99250/1251000] [79.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002954] [CE 4.955 (4.867)] [KD 6.540 (6.758)] +2024-10-12 02:05:44,844 - Train: 7.94% [99300/1251000] [79.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.002954] [CE 4.498 (4.924)] [KD 6.943 (6.789)] +2024-10-12 02:05:52,266 - Train: 7.94% [99350/1251000] [79.4/1000.0] [batch_t 0.152 (0.148)] [data_t 0.007] [optim_t 0.146] [lr 0.002954] [CE 5.382 (4.903)] [KD 7.137 (6.744)] +2024-10-12 02:05:59,815 - Train: 7.95% [99400/1251000] [79.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.007] [optim_t 0.140] [lr 0.002954] [CE 4.416 (4.840)] [KD 6.814 (6.755)] +2024-10-12 02:06:07,486 - Train: 7.95% [99450/1251000] [79.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.007] [optim_t 0.142] [lr 0.002954] [CE 4.411 (4.873)] [KD 6.714 (6.748)] +2024-10-12 02:06:14,892 - Train: 7.95% [99500/1251000] [79.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002954] [CE 5.017 (4.917)] [KD 6.713 (6.848)] +2024-10-12 02:06:22,418 - Train: 7.96% [99550/1251000] [79.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002954] [CE 4.956 (4.923)] [KD 6.920 (6.770)] +2024-10-12 02:06:29,963 - Train: 7.96% [99600/1251000] [79.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002954] [CE 4.782 (4.958)] [KD 7.004 (6.688)] +2024-10-12 02:06:37,514 - Train: 7.97% [99650/1251000] [79.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002954] [CE 5.136 (4.899)] [KD 6.545 (6.776)] +2024-10-12 02:06:45,081 - Train: 7.97% [99700/1251000] [79.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.007] [optim_t 0.140] [lr 0.002954] [CE 4.815 (4.902)] [KD 7.165 (6.798)] +2024-10-12 02:06:52,654 - Train: 7.97% [99750/1251000] [79.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002954] [CE 4.705 (4.903)] [KD 6.579 (6.798)] +2024-10-12 02:07:00,189 - Train: 7.98% [99800/1251000] [79.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002954] [CE 5.205 (4.919)] [KD 6.847 (6.811)] +2024-10-12 02:07:07,730 - Train: 7.98% [99850/1251000] [79.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002954] [CE 4.035 (4.917)] [KD 6.207 (6.651)] +2024-10-12 02:07:15,397 - Train: 7.99% [99900/1251000] [79.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002954] [CE 4.994 (4.881)] [KD 6.643 (6.769)] +2024-10-12 02:07:22,826 - Train: 7.99% [99950/1251000] [79.9/1000.0] [batch_t 0.151 (0.148)] [data_t 0.007] [optim_t 0.144] [lr 0.002953] [CE 5.003 (4.880)] [KD 6.740 (6.789)] +2024-10-12 02:07:30,529 - Train: 7.99% [100000/1251000] [79.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.002953] [CE 4.877 (4.883)] [KD 6.654 (6.707)] +2024-10-12 02:07:38,009 - Train: 8.00% [100050/1251000] [80.0/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.002953] [CE 5.013 (4.914)] [KD 6.986 (6.729)] +2024-10-12 02:07:48,200 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 29467] [top5_cnt 41055] [top_all 50000] +2024-10-12 02:07:48,200 - net: 58.934 (82.110) +2024-10-12 02:07:53,820 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.103)] [top1_cnt 33232] [top5_cnt 43657] [top_all 50000] +2024-10-12 02:07:53,821 - net_E: 66.464 (87.314) +2024-10-12 02:07:54,027 - Max [top1: 58.934 (epoch: 80)] [top1-ema: 66.464 (epoch: 80)] +2024-10-12 02:07:54,027 - ==> Total time: 4:20:45 Eta: 2 days, 1:58:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 02:08:00,317 - Train: 8.00% [100100/1251000] [80.0/1000.0] [batch_t 0.151 (0.171)] [data_t 0.005] [optim_t 0.146] [lr 0.002953] [CE 4.824 (4.893)] [KD 6.400 (6.697)] +2024-10-12 02:08:08,052 - Train: 8.01% [100150/1251000] [80.1/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.002953] [CE 4.616 (4.897)] [KD 6.726 (6.666)] +2024-10-12 02:08:15,436 - Train: 8.01% [100200/1251000] [80.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002953] [CE 4.715 (4.908)] [KD 6.600 (6.711)] +2024-10-12 02:08:22,939 - Train: 8.01% [100250/1251000] [80.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.002953] [CE 4.966 (4.869)] [KD 6.520 (6.674)] +2024-10-12 02:08:30,564 - Train: 8.02% [100300/1251000] [80.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002953] [CE 4.795 (4.831)] [KD 6.754 (6.624)] +2024-10-12 02:08:37,973 - Train: 8.02% [100350/1251000] [80.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002953] [CE 5.165 (4.914)] [KD 7.239 (6.758)] +2024-10-12 02:08:45,534 - Train: 8.03% [100400/1251000] [80.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002953] [CE 5.291 (4.887)] [KD 6.896 (6.751)] +2024-10-12 02:08:52,941 - Train: 8.03% [100450/1251000] [80.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002953] [CE 4.963 (4.918)] [KD 6.880 (6.790)] +2024-10-12 02:09:00,728 - Train: 8.03% [100500/1251000] [80.3/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002953] [CE 4.410 (4.940)] [KD 6.962 (6.805)] +2024-10-12 02:09:08,423 - Train: 8.04% [100550/1251000] [80.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002953] [CE 4.597 (4.878)] [KD 6.736 (6.817)] +2024-10-12 02:09:15,967 - Train: 8.04% [100600/1251000] [80.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002953] [CE 5.151 (4.945)] [KD 6.760 (6.878)] +2024-10-12 02:09:23,386 - Train: 8.05% [100650/1251000] [80.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002953] [CE 4.955 (4.854)] [KD 6.867 (6.735)] +2024-10-12 02:09:31,027 - Train: 8.05% [100700/1251000] [80.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002953] [CE 5.195 (4.927)] [KD 6.676 (6.667)] +2024-10-12 02:09:38,457 - Train: 8.05% [100750/1251000] [80.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002953] [CE 4.906 (4.869)] [KD 6.858 (6.732)] +2024-10-12 02:09:45,893 - Train: 8.06% [100800/1251000] [80.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002953] [CE 4.490 (4.855)] [KD 6.527 (6.647)] +2024-10-12 02:09:53,433 - Train: 8.06% [100850/1251000] [80.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002953] [CE 4.656 (4.907)] [KD 6.378 (6.804)] +2024-10-12 02:10:00,855 - Train: 8.07% [100900/1251000] [80.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.002953] [CE 4.992 (4.880)] [KD 6.804 (6.773)] +2024-10-12 02:10:08,824 - Train: 8.07% [100950/1251000] [80.7/1000.0] [batch_t 0.148 (0.159)] [data_t 0.005] [optim_t 0.143] [lr 0.002953] [CE 5.535 (4.909)] [KD 7.284 (6.792)] +2024-10-12 02:10:16,525 - Train: 8.07% [101000/1251000] [80.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002952] [CE 4.734 (5.001)] [KD 6.411 (6.846)] +2024-10-12 02:10:23,923 - Train: 8.08% [101050/1251000] [80.8/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002952] [CE 4.996 (4.845)] [KD 6.536 (6.623)] +2024-10-12 02:10:31,349 - Train: 8.08% [101100/1251000] [80.8/1000.0] [batch_t 0.155 (0.148)] [data_t 0.003] [optim_t 0.153] [lr 0.002952] [CE 4.841 (4.879)] [KD 6.779 (6.707)] +2024-10-12 02:10:38,946 - Train: 8.09% [101150/1251000] [80.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002952] [CE 5.088 (4.877)] [KD 7.351 (6.800)] +2024-10-12 02:10:46,358 - Train: 8.09% [101200/1251000] [80.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002952] [CE 4.440 (4.854)] [KD 6.847 (6.756)] +2024-10-12 02:10:53,857 - Train: 8.09% [101250/1251000] [80.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002952] [CE 4.714 (4.863)] [KD 6.594 (6.735)] +2024-10-12 02:11:01,256 - Train: 8.10% [101300/1251000] [81.0/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002952] [CE 5.020 (4.888)] [KD 6.678 (6.728)] +2024-10-12 02:11:05,907 - ==> Total time: 4:23:56 Eta: 2 days, 1:54:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 02:11:11,026 - Train: 8.10% [101350/1251000] [81.0/1000.0] [batch_t 0.149 (0.176)] [data_t 0.007] [optim_t 0.142] [lr 0.002952] [CE 5.111 (4.900)] [KD 6.859 (6.665)] +2024-10-12 02:11:18,715 - Train: 8.11% [101400/1251000] [81.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.002952] [CE 4.424 (4.847)] [KD 6.402 (6.640)] +2024-10-12 02:11:26,260 - Train: 8.11% [101450/1251000] [81.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002952] [CE 5.233 (4.875)] [KD 6.982 (6.599)] +2024-10-12 02:11:33,719 - Train: 8.11% [101500/1251000] [81.1/1000.0] [batch_t 0.156 (0.149)] [data_t 0.006] [optim_t 0.150] [lr 0.002952] [CE 4.330 (4.860)] [KD 6.842 (6.768)] +2024-10-12 02:11:41,289 - Train: 8.12% [101550/1251000] [81.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002952] [CE 5.064 (4.972)] [KD 6.699 (6.764)] +2024-10-12 02:11:48,844 - Train: 8.12% [101600/1251000] [81.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002952] [CE 4.961 (4.900)] [KD 6.870 (6.685)] +2024-10-12 02:11:56,368 - Train: 8.13% [101650/1251000] [81.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002952] [CE 4.695 (4.870)] [KD 6.436 (6.619)] +2024-10-12 02:12:04,057 - Train: 8.13% [101700/1251000] [81.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002952] [CE 5.390 (4.943)] [KD 6.688 (6.704)] +2024-10-12 02:12:11,795 - Train: 8.13% [101750/1251000] [81.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.002952] [CE 4.443 (4.858)] [KD 6.125 (6.680)] +2024-10-12 02:12:19,339 - Train: 8.14% [101800/1251000] [81.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002952] [CE 5.151 (4.912)] [KD 6.768 (6.699)] +2024-10-12 02:12:26,761 - Train: 8.14% [101850/1251000] [81.4/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.002952] [CE 5.051 (4.938)] [KD 6.726 (6.769)] +2024-10-12 02:12:34,315 - Train: 8.15% [101900/1251000] [81.5/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.002952] [CE 4.600 (4.905)] [KD 6.359 (6.659)] +2024-10-12 02:12:41,868 - Train: 8.15% [101950/1251000] [81.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002952] [CE 4.644 (4.899)] [KD 6.707 (6.757)] +2024-10-12 02:12:49,580 - Train: 8.15% [102000/1251000] [81.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002952] [CE 5.319 (4.907)] [KD 6.924 (6.765)] +2024-10-12 02:12:57,353 - Train: 8.16% [102050/1251000] [81.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.002952] [CE 5.036 (4.965)] [KD 6.817 (6.830)] +2024-10-12 02:13:04,841 - Train: 8.16% [102100/1251000] [81.6/1000.0] [batch_t 0.155 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.002951] [CE 4.872 (4.959)] [KD 6.762 (6.866)] +2024-10-12 02:13:12,527 - Train: 8.17% [102150/1251000] [81.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.002951] [CE 4.905 (4.888)] [KD 6.570 (6.759)] +2024-10-12 02:13:20,121 - Train: 8.17% [102200/1251000] [81.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002951] [CE 5.151 (4.915)] [KD 7.009 (6.725)] +2024-10-12 02:13:27,657 - Train: 8.17% [102250/1251000] [81.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002951] [CE 5.003 (4.971)] [KD 6.761 (6.855)] +2024-10-12 02:13:35,242 - Train: 8.18% [102300/1251000] [81.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002951] [CE 4.716 (4.886)] [KD 6.255 (6.787)] +2024-10-12 02:13:42,858 - Train: 8.18% [102350/1251000] [81.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002951] [CE 4.842 (4.882)] [KD 6.985 (6.680)] +2024-10-12 02:13:50,285 - Train: 8.19% [102400/1251000] [81.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.007] [optim_t 0.142] [lr 0.002951] [CE 5.112 (4.934)] [KD 6.642 (6.758)] +2024-10-12 02:13:57,948 - Train: 8.19% [102450/1251000] [81.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002951] [CE 4.576 (4.886)] [KD 6.380 (6.698)] +2024-10-12 02:14:05,527 - Train: 8.19% [102500/1251000] [81.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002951] [CE 5.374 (4.872)] [KD 6.954 (6.695)] +2024-10-12 02:14:13,127 - Train: 8.20% [102550/1251000] [82.0/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002951] [CE 4.575 (4.910)] [KD 6.702 (6.740)] +2024-10-12 02:14:17,864 - ==> Total time: 4:27:08 Eta: 2 days, 1:50:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 02:14:22,510 - Train: 8.20% [102600/1251000] [82.0/1000.0] [batch_t 0.145 (0.179)] [data_t 0.005] [optim_t 0.141] [lr 0.002951] [CE 4.874 (4.990)] [KD 6.890 (6.761)] +2024-10-12 02:14:29,915 - Train: 8.21% [102650/1251000] [82.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.140] [lr 0.002951] [CE 4.571 (4.904)] [KD 6.731 (6.706)] +2024-10-12 02:14:37,629 - Train: 8.21% [102700/1251000] [82.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002951] [CE 4.946 (4.915)] [KD 7.184 (6.779)] +2024-10-12 02:14:45,250 - Train: 8.21% [102750/1251000] [82.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002951] [CE 4.537 (4.799)] [KD 6.776 (6.733)] +2024-10-12 02:14:52,851 - Train: 8.22% [102800/1251000] [82.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002951] [CE 5.187 (4.909)] [KD 6.574 (6.768)] +2024-10-12 02:15:00,481 - Train: 8.22% [102850/1251000] [82.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002951] [CE 4.399 (4.921)] [KD 6.972 (6.735)] +2024-10-12 02:15:08,018 - Train: 8.23% [102900/1251000] [82.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002951] [CE 5.100 (4.912)] [KD 6.829 (6.660)] +2024-10-12 02:15:15,662 - Train: 8.23% [102950/1251000] [82.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.002951] [CE 4.783 (4.867)] [KD 6.651 (6.686)] +2024-10-12 02:15:23,573 - Train: 8.23% [103000/1251000] [82.3/1000.0] [batch_t 0.290 (0.158)] [data_t 0.010] [optim_t 0.280] [lr 0.002951] [CE 5.097 (4.944)] [KD 6.669 (6.884)] +2024-10-12 02:15:31,181 - Train: 8.24% [103050/1251000] [82.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002951] [CE 4.808 (4.904)] [KD 6.382 (6.726)] +2024-10-12 02:15:38,671 - Train: 8.24% [103100/1251000] [82.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002951] [CE 5.161 (4.944)] [KD 6.768 (6.807)] +2024-10-12 02:15:46,256 - Train: 8.25% [103150/1251000] [82.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002950] [CE 5.207 (4.916)] [KD 6.757 (6.742)] +2024-10-12 02:15:53,824 - Train: 8.25% [103200/1251000] [82.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002950] [CE 5.009 (4.946)] [KD 6.924 (6.723)] +2024-10-12 02:16:01,538 - Train: 8.25% [103250/1251000] [82.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.002950] [CE 5.034 (4.924)] [KD 6.486 (6.723)] +2024-10-12 02:16:09,100 - Train: 8.26% [103300/1251000] [82.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002950] [CE 5.214 (4.947)] [KD 6.958 (6.786)] +2024-10-12 02:16:16,791 - Train: 8.26% [103350/1251000] [82.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.002950] [CE 4.899 (4.901)] [KD 6.823 (6.706)] +2024-10-12 02:16:24,222 - Train: 8.27% [103400/1251000] [82.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002950] [CE 5.209 (4.951)] [KD 6.691 (6.691)] +2024-10-12 02:16:31,771 - Train: 8.27% [103450/1251000] [82.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002950] [CE 4.847 (4.895)] [KD 6.601 (6.651)] +2024-10-12 02:16:39,161 - Train: 8.27% [103500/1251000] [82.7/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002950] [CE 5.397 (4.909)] [KD 6.826 (6.736)] +2024-10-12 02:16:46,910 - Train: 8.28% [103550/1251000] [82.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002950] [CE 5.007 (4.966)] [KD 6.903 (6.788)] +2024-10-12 02:16:54,473 - Train: 8.28% [103600/1251000] [82.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002950] [CE 5.220 (4.887)] [KD 6.905 (6.860)] +2024-10-12 02:17:02,025 - Train: 8.29% [103650/1251000] [82.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002950] [CE 4.831 (4.908)] [KD 6.615 (6.815)] +2024-10-12 02:17:09,575 - Train: 8.29% [103700/1251000] [82.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002950] [CE 5.100 (4.982)] [KD 7.070 (6.776)] +2024-10-12 02:17:16,991 - Train: 8.29% [103750/1251000] [82.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002950] [CE 5.319 (4.919)] [KD 6.780 (6.741)] +2024-10-12 02:17:24,544 - Train: 8.30% [103800/1251000] [83.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002950] [CE 5.001 (4.904)] [KD 6.646 (6.767)] +2024-10-12 02:17:29,709 - ==> Total time: 4:30:20 Eta: 2 days, 1:46:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 02:17:34,346 - Train: 8.30% [103850/1251000] [83.0/1000.0] [batch_t 0.149 (0.187)] [data_t 0.005] [optim_t 0.144] [lr 0.002950] [CE 5.319 (4.876)] [KD 6.765 (6.711)] +2024-10-12 02:17:41,747 - Train: 8.31% [103900/1251000] [83.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002950] [CE 5.117 (4.905)] [KD 7.070 (6.640)] +2024-10-12 02:17:49,309 - Train: 8.31% [103950/1251000] [83.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002950] [CE 5.032 (4.852)] [KD 6.690 (6.693)] +2024-10-12 02:17:56,886 - Train: 8.31% [104000/1251000] [83.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002950] [CE 4.830 (4.867)] [KD 6.884 (6.708)] +2024-10-12 02:18:04,353 - Train: 8.32% [104050/1251000] [83.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002950] [CE 4.838 (4.830)] [KD 6.683 (6.699)] +2024-10-12 02:18:11,894 - Train: 8.32% [104100/1251000] [83.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002950] [CE 4.955 (4.866)] [KD 6.768 (6.672)] +2024-10-12 02:18:19,287 - Train: 8.33% [104150/1251000] [83.3/1000.0] [batch_t 0.154 (0.148)] [data_t 0.003] [optim_t 0.150] [lr 0.002949] [CE 4.944 (4.934)] [KD 6.581 (6.714)] +2024-10-12 02:18:26,973 - Train: 8.33% [104200/1251000] [83.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002949] [CE 4.911 (4.883)] [KD 6.776 (6.748)] +2024-10-12 02:18:34,743 - Train: 8.33% [104250/1251000] [83.3/1000.0] [batch_t 0.289 (0.155)] [data_t 0.003] [optim_t 0.286] [lr 0.002949] [CE 4.879 (4.847)] [KD 6.832 (6.554)] +2024-10-12 02:18:42,277 - Train: 8.34% [104300/1251000] [83.4/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.002949] [CE 4.697 (4.929)] [KD 6.480 (6.667)] +2024-10-12 02:18:49,684 - Train: 8.34% [104350/1251000] [83.4/1000.0] [batch_t 0.152 (0.148)] [data_t 0.003] [optim_t 0.149] [lr 0.002949] [CE 5.041 (4.913)] [KD 6.738 (6.725)] +2024-10-12 02:18:57,247 - Train: 8.35% [104400/1251000] [83.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002949] [CE 5.347 (4.848)] [KD 7.061 (6.801)] +2024-10-12 02:19:04,823 - Train: 8.35% [104450/1251000] [83.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002949] [CE 4.670 (4.884)] [KD 6.446 (6.772)] +2024-10-12 02:19:12,245 - Train: 8.35% [104500/1251000] [83.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.140] [lr 0.002949] [CE 5.103 (4.904)] [KD 7.025 (6.724)] +2024-10-12 02:19:19,985 - Train: 8.36% [104550/1251000] [83.6/1000.0] [batch_t 0.262 (0.155)] [data_t 0.004] [optim_t 0.259] [lr 0.002949] [CE 4.476 (4.883)] [KD 6.491 (6.782)] +2024-10-12 02:19:27,500 - Train: 8.36% [104600/1251000] [83.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.007] [optim_t 0.139] [lr 0.002949] [CE 4.498 (4.929)] [KD 6.661 (6.653)] +2024-10-12 02:19:35,024 - Train: 8.37% [104650/1251000] [83.7/1000.0] [batch_t 0.142 (0.150)] [data_t 0.003] [optim_t 0.139] [lr 0.002949] [CE 4.955 (4.866)] [KD 6.642 (6.730)] +2024-10-12 02:19:42,652 - Train: 8.37% [104700/1251000] [83.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002949] [CE 5.378 (4.938)] [KD 6.594 (6.765)] +2024-10-12 02:19:50,106 - Train: 8.37% [104750/1251000] [83.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002949] [CE 5.260 (4.911)] [KD 6.809 (6.731)] +2024-10-12 02:19:57,552 - Train: 8.38% [104800/1251000] [83.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002949] [CE 5.201 (4.921)] [KD 6.630 (6.708)] +2024-10-12 02:20:05,223 - Train: 8.38% [104850/1251000] [83.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002949] [CE 4.917 (4.883)] [KD 6.592 (6.738)] +2024-10-12 02:20:12,655 - Train: 8.39% [104900/1251000] [83.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002949] [CE 4.625 (4.924)] [KD 6.744 (6.680)] +2024-10-12 02:20:20,325 - Train: 8.39% [104950/1251000] [83.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002949] [CE 4.951 (4.870)] [KD 6.599 (6.789)] +2024-10-12 02:20:27,856 - Train: 8.39% [105000/1251000] [83.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002949] [CE 4.963 (4.896)] [KD 6.868 (6.691)] +2024-10-12 02:20:35,554 - Train: 8.40% [105050/1251000] [84.0/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002949] [CE 4.628 (4.889)] [KD 6.684 (6.742)] +2024-10-12 02:20:40,497 - ==> Total time: 4:33:31 Eta: 2 days, 1:42:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 02:20:45,917 - Train: 8.40% [105100/1251000] [84.0/1000.0] [batch_t 0.154 (0.183)] [data_t 0.004] [optim_t 0.151] [lr 0.002949] [CE 4.924 (4.943)] [KD 6.485 (6.698)] +2024-10-12 02:20:53,440 - Train: 8.41% [105150/1251000] [84.1/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.150] [lr 0.002949] [CE 5.189 (4.920)] [KD 6.680 (6.614)] +2024-10-12 02:21:00,800 - Train: 8.41% [105200/1251000] [84.1/1000.0] [batch_t 0.146 (0.147)] [data_t 0.003] [optim_t 0.143] [lr 0.002948] [CE 4.483 (4.924)] [KD 6.823 (6.764)] +2024-10-12 02:21:08,399 - Train: 8.41% [105250/1251000] [84.1/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.002948] [CE 4.985 (4.933)] [KD 7.027 (6.724)] +2024-10-12 02:21:16,117 - Train: 8.42% [105300/1251000] [84.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002948] [CE 4.802 (4.823)] [KD 6.645 (6.654)] +2024-10-12 02:21:23,622 - Train: 8.42% [105350/1251000] [84.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002948] [CE 4.939 (4.909)] [KD 6.839 (6.748)] +2024-10-12 02:21:31,176 - Train: 8.43% [105400/1251000] [84.3/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002948] [CE 4.303 (4.912)] [KD 6.511 (6.653)] +2024-10-12 02:21:38,680 - Train: 8.43% [105450/1251000] [84.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002948] [CE 4.971 (4.904)] [KD 6.609 (6.712)] +2024-10-12 02:21:46,164 - Train: 8.43% [105500/1251000] [84.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002948] [CE 4.918 (4.871)] [KD 6.536 (6.572)] +2024-10-12 02:21:53,947 - Train: 8.44% [105550/1251000] [84.4/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.002948] [CE 4.782 (4.890)] [KD 6.699 (6.584)] +2024-10-12 02:22:01,341 - Train: 8.44% [105600/1251000] [84.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002948] [CE 4.037 (4.850)] [KD 6.468 (6.716)] +2024-10-12 02:22:08,825 - Train: 8.45% [105650/1251000] [84.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002948] [CE 4.913 (4.874)] [KD 6.921 (6.682)] +2024-10-12 02:22:16,505 - Train: 8.45% [105700/1251000] [84.5/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.002948] [CE 5.409 (4.912)] [KD 6.749 (6.794)] +2024-10-12 02:22:24,072 - Train: 8.45% [105750/1251000] [84.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002948] [CE 4.675 (4.973)] [KD 6.519 (6.868)] +2024-10-12 02:22:31,516 - Train: 8.46% [105800/1251000] [84.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.002948] [CE 4.744 (4.907)] [KD 6.882 (6.691)] +2024-10-12 02:22:39,450 - Train: 8.46% [105850/1251000] [84.6/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.143] [lr 0.002948] [CE 5.176 (4.858)] [KD 6.737 (6.763)] +2024-10-12 02:22:47,000 - Train: 8.47% [105900/1251000] [84.7/1000.0] [batch_t 0.262 (0.151)] [data_t 0.004] [optim_t 0.258] [lr 0.002948] [CE 4.978 (4.919)] [KD 6.997 (6.901)] +2024-10-12 02:22:54,566 - Train: 8.47% [105950/1251000] [84.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.002948] [CE 5.084 (4.881)] [KD 6.896 (6.778)] +2024-10-12 02:23:02,139 - Train: 8.47% [106000/1251000] [84.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002948] [CE 4.810 (4.945)] [KD 6.540 (6.790)] +2024-10-12 02:23:09,591 - Train: 8.48% [106050/1251000] [84.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002948] [CE 5.293 (4.893)] [KD 6.898 (6.700)] +2024-10-12 02:23:17,015 - Train: 8.48% [106100/1251000] [84.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002948] [CE 5.117 (4.914)] [KD 6.576 (6.785)] +2024-10-12 02:23:24,652 - Train: 8.49% [106150/1251000] [84.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002948] [CE 5.044 (4.846)] [KD 7.147 (6.692)] +2024-10-12 02:23:32,144 - Train: 8.49% [106200/1251000] [84.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002948] [CE 4.911 (4.937)] [KD 6.439 (6.711)] +2024-10-12 02:23:39,881 - Train: 8.49% [106250/1251000] [84.9/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.002947] [CE 4.760 (4.897)] [KD 6.409 (6.601)] +2024-10-12 02:23:47,243 - Train: 8.50% [106300/1251000] [85.0/1000.0] [batch_t 0.145 (0.147)] [data_t 0.003] [optim_t 0.142] [lr 0.002947] [CE 4.950 (4.825)] [KD 6.401 (6.643)] +2024-10-12 02:23:58,078 - Test (net): 100.00% [50/50] [batch_t 0.060 (0.106)] [top1_cnt 28641] [top5_cnt 40539] [top_all 50000] +2024-10-12 02:23:58,078 - net: 57.282 (81.078) +2024-10-12 02:24:03,899 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 33283] [top5_cnt 43726] [top_all 50000] +2024-10-12 02:24:03,900 - net_E: 66.566 (87.452) +2024-10-12 02:24:04,019 - Max [top1: 58.934 (epoch: 80)] [top1-ema: 66.566 (epoch: 85)] +2024-10-12 02:24:04,019 - ==> Total time: 4:36:55 Eta: 2 days, 1:40:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 02:24:10,744 - Train: 8.50% [106350/1251000] [85.0/1000.0] [batch_t 0.150 (0.172)] [data_t 0.004] [optim_t 0.145] [lr 0.002947] [CE 5.197 (4.879)] [KD 6.563 (6.579)] +2024-10-12 02:24:18,242 - Train: 8.51% [106400/1251000] [85.1/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002947] [CE 5.106 (4.893)] [KD 6.526 (6.679)] +2024-10-12 02:24:25,588 - Train: 8.51% [106450/1251000] [85.1/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.002947] [CE 4.983 (4.814)] [KD 6.173 (6.599)] +2024-10-12 02:24:33,078 - Train: 8.51% [106500/1251000] [85.1/1000.0] [batch_t 0.292 (0.150)] [data_t 0.003] [optim_t 0.289] [lr 0.002947] [CE 4.895 (4.895)] [KD 6.391 (6.656)] +2024-10-12 02:24:40,968 - Train: 8.52% [106550/1251000] [85.2/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.002947] [CE 4.382 (4.832)] [KD 6.468 (6.631)] +2024-10-12 02:24:48,366 - Train: 8.52% [106600/1251000] [85.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002947] [CE 5.018 (4.828)] [KD 6.593 (6.704)] +2024-10-12 02:24:56,041 - Train: 8.53% [106650/1251000] [85.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002947] [CE 4.965 (4.994)] [KD 6.569 (6.747)] +2024-10-12 02:25:03,622 - Train: 8.53% [106700/1251000] [85.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002947] [CE 5.151 (4.886)] [KD 6.499 (6.647)] +2024-10-12 02:25:11,063 - Train: 8.53% [106750/1251000] [85.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002947] [CE 4.371 (4.845)] [KD 6.257 (6.685)] +2024-10-12 02:25:18,534 - Train: 8.54% [106800/1251000] [85.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002947] [CE 4.780 (4.890)] [KD 6.849 (6.651)] +2024-10-12 02:25:25,999 - Train: 8.54% [106850/1251000] [85.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002947] [CE 5.327 (4.826)] [KD 6.776 (6.749)] +2024-10-12 02:25:33,676 - Train: 8.55% [106900/1251000] [85.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002947] [CE 4.783 (4.915)] [KD 6.825 (6.721)] +2024-10-12 02:25:41,365 - Train: 8.55% [106950/1251000] [85.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002947] [CE 4.944 (4.902)] [KD 6.616 (6.681)] +2024-10-12 02:25:48,941 - Train: 8.55% [107000/1251000] [85.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002947] [CE 4.446 (4.847)] [KD 6.281 (6.625)] +2024-10-12 02:25:56,312 - Train: 8.56% [107050/1251000] [85.6/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.140] [lr 0.002947] [CE 4.507 (4.918)] [KD 6.364 (6.736)] +2024-10-12 02:26:03,975 - Train: 8.56% [107100/1251000] [85.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002947] [CE 4.898 (4.945)] [KD 6.584 (6.790)] +2024-10-12 02:26:11,499 - Train: 8.57% [107150/1251000] [85.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002947] [CE 4.910 (4.868)] [KD 6.629 (6.669)] +2024-10-12 02:26:18,973 - Train: 8.57% [107200/1251000] [85.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002947] [CE 5.025 (4.920)] [KD 6.674 (6.838)] +2024-10-12 02:26:26,634 - Train: 8.57% [107250/1251000] [85.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.002946] [CE 4.692 (4.929)] [KD 6.486 (6.699)] +2024-10-12 02:26:34,066 - Train: 8.58% [107300/1251000] [85.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002946] [CE 4.541 (4.889)] [KD 6.749 (6.813)] +2024-10-12 02:26:41,481 - Train: 8.58% [107350/1251000] [85.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002946] [CE 5.181 (4.860)] [KD 7.128 (6.719)] +2024-10-12 02:26:49,217 - Train: 8.59% [107400/1251000] [85.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.002946] [CE 4.986 (5.013)] [KD 6.923 (6.860)] +2024-10-12 02:26:56,731 - Train: 8.59% [107450/1251000] [85.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002946] [CE 5.004 (4.941)] [KD 6.640 (6.835)] +2024-10-12 02:27:04,386 - Train: 8.59% [107500/1251000] [85.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002946] [CE 4.611 (4.890)] [KD 6.867 (6.686)] +2024-10-12 02:27:11,945 - Train: 8.60% [107550/1251000] [86.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002946] [CE 4.446 (4.862)] [KD 6.424 (6.773)] +2024-10-12 02:27:17,174 - ==> Total time: 4:40:08 Eta: 2 days, 1:37:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 02:27:21,385 - Train: 8.60% [107600/1251000] [86.0/1000.0] [batch_t 0.150 (0.179)] [data_t 0.003] [optim_t 0.147] [lr 0.002946] [CE 4.771 (4.947)] [KD 6.522 (6.625)] +2024-10-12 02:27:28,762 - Train: 8.61% [107650/1251000] [86.1/1000.0] [batch_t 0.150 (0.147)] [data_t 0.004] [optim_t 0.146] [lr 0.002946] [CE 5.078 (4.906)] [KD 6.630 (6.760)] +2024-10-12 02:27:36,566 - Train: 8.61% [107700/1251000] [86.1/1000.0] [batch_t 0.145 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.002946] [CE 5.149 (4.860)] [KD 6.827 (6.729)] +2024-10-12 02:27:44,201 - Train: 8.61% [107750/1251000] [86.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.006] [optim_t 0.146] [lr 0.002946] [CE 4.927 (4.901)] [KD 6.387 (6.631)] +2024-10-12 02:27:51,561 - Train: 8.62% [107800/1251000] [86.2/1000.0] [batch_t 0.143 (0.147)] [data_t 0.003] [optim_t 0.140] [lr 0.002946] [CE 5.325 (4.841)] [KD 7.172 (6.649)] +2024-10-12 02:27:59,327 - Train: 8.62% [107850/1251000] [86.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.002946] [CE 4.777 (4.845)] [KD 6.562 (6.626)] +2024-10-12 02:28:06,877 - Train: 8.63% [107900/1251000] [86.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002946] [CE 4.905 (4.916)] [KD 6.692 (6.754)] +2024-10-12 02:28:14,295 - Train: 8.63% [107950/1251000] [86.3/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.002946] [CE 5.047 (4.890)] [KD 6.852 (6.719)] +2024-10-12 02:28:21,678 - Train: 8.63% [108000/1251000] [86.3/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.002946] [CE 4.851 (4.867)] [KD 6.275 (6.670)] +2024-10-12 02:28:29,193 - Train: 8.64% [108050/1251000] [86.4/1000.0] [batch_t 0.156 (0.150)] [data_t 0.003] [optim_t 0.153] [lr 0.002946] [CE 4.850 (4.854)] [KD 6.773 (6.683)] +2024-10-12 02:28:36,821 - Train: 8.64% [108100/1251000] [86.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002946] [CE 5.099 (4.851)] [KD 7.058 (6.647)] +2024-10-12 02:28:44,297 - Train: 8.65% [108150/1251000] [86.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002946] [CE 5.388 (4.921)] [KD 6.931 (6.711)] +2024-10-12 02:28:51,930 - Train: 8.65% [108200/1251000] [86.5/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.002946] [CE 4.781 (4.903)] [KD 6.648 (6.695)] +2024-10-12 02:28:59,543 - Train: 8.65% [108250/1251000] [86.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002945] [CE 5.158 (4.937)] [KD 6.503 (6.716)] +2024-10-12 02:29:06,972 - Train: 8.66% [108300/1251000] [86.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002945] [CE 5.256 (4.813)] [KD 6.398 (6.729)] +2024-10-12 02:29:14,393 - Train: 8.66% [108350/1251000] [86.6/1000.0] [batch_t 0.150 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.002945] [CE 4.457 (4.891)] [KD 6.946 (6.706)] +2024-10-12 02:29:21,840 - Train: 8.67% [108400/1251000] [86.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002945] [CE 4.959 (4.935)] [KD 6.601 (6.731)] +2024-10-12 02:29:29,396 - Train: 8.67% [108450/1251000] [86.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002945] [CE 4.963 (4.860)] [KD 6.952 (6.632)] +2024-10-12 02:29:36,843 - Train: 8.67% [108500/1251000] [86.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002945] [CE 5.056 (4.876)] [KD 6.692 (6.725)] +2024-10-12 02:29:44,687 - Train: 8.68% [108550/1251000] [86.8/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.002945] [CE 4.858 (4.958)] [KD 6.826 (6.834)] +2024-10-12 02:29:52,096 - Train: 8.68% [108600/1251000] [86.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002945] [CE 5.564 (4.903)] [KD 6.814 (6.710)] +2024-10-12 02:29:59,732 - Train: 8.69% [108650/1251000] [86.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.002945] [CE 4.912 (4.905)] [KD 6.797 (6.659)] +2024-10-12 02:30:07,439 - Train: 8.69% [108700/1251000] [86.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.002945] [CE 5.264 (4.956)] [KD 6.799 (6.835)] +2024-10-12 02:30:14,901 - Train: 8.69% [108750/1251000] [86.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002945] [CE 4.753 (4.835)] [KD 6.503 (6.683)] +2024-10-12 02:30:22,348 - Train: 8.70% [108800/1251000] [87.0/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002945] [CE 4.641 (4.919)] [KD 6.519 (6.743)] +2024-10-12 02:30:27,794 - ==> Total time: 4:43:18 Eta: 2 days, 1:33:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 02:30:31,558 - Train: 8.70% [108850/1251000] [87.0/1000.0] [batch_t 0.150 (0.186)] [data_t 0.004] [optim_t 0.146] [lr 0.002945] [CE 5.048 (5.016)] [KD 6.955 (6.767)] +2024-10-12 02:30:39,111 - Train: 8.71% [108900/1251000] [87.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002945] [CE 5.284 (4.898)] [KD 7.282 (6.714)] +2024-10-12 02:30:46,822 - Train: 8.71% [108950/1251000] [87.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002945] [CE 4.843 (4.961)] [KD 6.596 (6.721)] +2024-10-12 02:30:54,413 - Train: 8.71% [109000/1251000] [87.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002945] [CE 4.607 (4.919)] [KD 6.639 (6.742)] +2024-10-12 02:31:02,029 - Train: 8.72% [109050/1251000] [87.2/1000.0] [batch_t 0.157 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.002945] [CE 4.511 (4.907)] [KD 6.548 (6.782)] +2024-10-12 02:31:09,799 - Train: 8.72% [109100/1251000] [87.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.002945] [CE 4.673 (4.857)] [KD 6.540 (6.686)] +2024-10-12 02:31:17,338 - Train: 8.73% [109150/1251000] [87.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002945] [CE 4.755 (4.906)] [KD 6.473 (6.557)] +2024-10-12 02:31:24,972 - Train: 8.73% [109200/1251000] [87.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002945] [CE 4.420 (4.922)] [KD 6.736 (6.783)] +2024-10-12 02:31:32,515 - Train: 8.73% [109250/1251000] [87.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002944] [CE 4.830 (4.939)] [KD 6.588 (6.737)] +2024-10-12 02:31:40,314 - Train: 8.74% [109300/1251000] [87.4/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.002944] [CE 5.082 (4.912)] [KD 6.606 (6.709)] +2024-10-12 02:31:48,117 - Train: 8.74% [109350/1251000] [87.4/1000.0] [batch_t 0.158 (0.156)] [data_t 0.003] [optim_t 0.155] [lr 0.002944] [CE 5.126 (4.838)] [KD 6.645 (6.606)] +2024-10-12 02:31:55,700 - Train: 8.75% [109400/1251000] [87.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002944] [CE 4.542 (4.860)] [KD 6.275 (6.772)] +2024-10-12 02:32:03,175 - Train: 8.75% [109450/1251000] [87.5/1000.0] [batch_t 0.155 (0.149)] [data_t 0.003] [optim_t 0.152] [lr 0.002944] [CE 5.274 (4.901)] [KD 6.825 (6.731)] +2024-10-12 02:32:10,830 - Train: 8.75% [109500/1251000] [87.5/1000.0] [batch_t 0.275 (0.153)] [data_t 0.003] [optim_t 0.272] [lr 0.002944] [CE 4.917 (4.882)] [KD 6.471 (6.645)] +2024-10-12 02:32:18,504 - Train: 8.76% [109550/1251000] [87.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002944] [CE 4.602 (4.853)] [KD 6.559 (6.736)] +2024-10-12 02:32:25,982 - Train: 8.76% [109600/1251000] [87.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002944] [CE 5.182 (4.931)] [KD 6.574 (6.723)] +2024-10-12 02:32:33,419 - Train: 8.76% [109650/1251000] [87.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002944] [CE 5.173 (4.928)] [KD 6.794 (6.759)] +2024-10-12 02:32:40,973 - Train: 8.77% [109700/1251000] [87.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002944] [CE 4.909 (4.909)] [KD 6.971 (6.660)] +2024-10-12 02:32:48,567 - Train: 8.77% [109750/1251000] [87.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002944] [CE 4.817 (4.921)] [KD 6.558 (6.720)] +2024-10-12 02:32:56,281 - Train: 8.78% [109800/1251000] [87.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002944] [CE 4.341 (4.887)] [KD 6.554 (6.755)] +2024-10-12 02:33:03,918 - Train: 8.78% [109850/1251000] [87.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.002944] [CE 4.639 (4.937)] [KD 6.369 (6.692)] +2024-10-12 02:33:11,593 - Train: 8.78% [109900/1251000] [87.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002944] [CE 5.269 (4.865)] [KD 6.627 (6.695)] +2024-10-12 02:33:19,288 - Train: 8.79% [109950/1251000] [87.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.002944] [CE 5.159 (4.920)] [KD 6.888 (6.781)] +2024-10-12 02:33:26,838 - Train: 8.79% [110000/1251000] [87.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002944] [CE 5.180 (4.853)] [KD 6.859 (6.720)] +2024-10-12 02:33:34,365 - Train: 8.80% [110050/1251000] [88.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002944] [CE 4.780 (4.885)] [KD 6.318 (6.537)] +2024-10-12 02:33:39,958 - ==> Total time: 4:46:31 Eta: 2 days, 1:29:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 02:33:43,925 - Train: 8.80% [110100/1251000] [88.0/1000.0] [batch_t 0.143 (0.205)] [data_t 0.003] [optim_t 0.140] [lr 0.002944] [CE 4.867 (4.891)] [KD 6.833 (6.646)] +2024-10-12 02:33:51,703 - Train: 8.80% [110150/1251000] [88.0/1000.0] [batch_t 0.145 (0.155)] [data_t 0.003] [optim_t 0.142] [lr 0.002944] [CE 4.407 (4.864)] [KD 6.270 (6.684)] +2024-10-12 02:33:59,306 - Train: 8.81% [110200/1251000] [88.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002943] [CE 4.868 (4.913)] [KD 6.503 (6.643)] +2024-10-12 02:34:06,870 - Train: 8.81% [110250/1251000] [88.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002943] [CE 4.832 (4.867)] [KD 6.248 (6.611)] +2024-10-12 02:34:14,609 - Train: 8.82% [110300/1251000] [88.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.146] [lr 0.002943] [CE 4.622 (4.835)] [KD 6.597 (6.647)] +2024-10-12 02:34:22,461 - Train: 8.82% [110350/1251000] [88.2/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.002943] [CE 4.581 (4.909)] [KD 6.813 (6.688)] +2024-10-12 02:34:29,895 - Train: 8.82% [110400/1251000] [88.2/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002943] [CE 4.832 (4.856)] [KD 6.464 (6.678)] +2024-10-12 02:34:37,462 - Train: 8.83% [110450/1251000] [88.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.002943] [CE 4.604 (4.774)] [KD 6.362 (6.529)] +2024-10-12 02:34:44,913 - Train: 8.83% [110500/1251000] [88.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002943] [CE 4.763 (4.918)] [KD 6.525 (6.685)] +2024-10-12 02:34:52,884 - Train: 8.84% [110550/1251000] [88.4/1000.0] [batch_t 0.155 (0.159)] [data_t 0.004] [optim_t 0.150] [lr 0.002943] [CE 4.788 (4.910)] [KD 6.459 (6.630)] +2024-10-12 02:35:00,494 - Train: 8.84% [110600/1251000] [88.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002943] [CE 4.567 (4.867)] [KD 6.531 (6.676)] +2024-10-12 02:35:08,029 - Train: 8.84% [110650/1251000] [88.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002943] [CE 4.922 (4.900)] [KD 6.779 (6.730)] +2024-10-12 02:35:15,487 - Train: 8.85% [110700/1251000] [88.5/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.002943] [CE 4.504 (4.872)] [KD 6.278 (6.605)] +2024-10-12 02:35:23,034 - Train: 8.85% [110750/1251000] [88.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002943] [CE 5.227 (4.887)] [KD 6.899 (6.791)] +2024-10-12 02:35:30,467 - Train: 8.86% [110800/1251000] [88.6/1000.0] [batch_t 0.156 (0.149)] [data_t 0.003] [optim_t 0.153] [lr 0.002943] [CE 4.713 (4.939)] [KD 6.496 (6.713)] +2024-10-12 02:35:37,979 - Train: 8.86% [110850/1251000] [88.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002943] [CE 5.404 (4.943)] [KD 7.108 (6.647)] +2024-10-12 02:35:45,559 - Train: 8.86% [110900/1251000] [88.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002943] [CE 5.162 (4.896)] [KD 6.850 (6.660)] +2024-10-12 02:35:53,160 - Train: 8.87% [110950/1251000] [88.7/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002943] [CE 5.381 (4.878)] [KD 6.871 (6.711)] +2024-10-12 02:36:00,967 - Train: 8.87% [111000/1251000] [88.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.002943] [CE 4.616 (4.881)] [KD 6.231 (6.707)] +2024-10-12 02:36:08,598 - Train: 8.88% [111050/1251000] [88.8/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.002943] [CE 4.731 (4.880)] [KD 6.582 (6.688)] +2024-10-12 02:36:16,050 - Train: 8.88% [111100/1251000] [88.8/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.002943] [CE 4.693 (4.943)] [KD 6.856 (6.762)] +2024-10-12 02:36:23,508 - Train: 8.88% [111150/1251000] [88.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002943] [CE 4.862 (4.858)] [KD 6.792 (6.686)] +2024-10-12 02:36:31,073 - Train: 8.89% [111200/1251000] [88.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002942] [CE 4.895 (4.861)] [KD 6.736 (6.730)] +2024-10-12 02:36:38,744 - Train: 8.89% [111250/1251000] [88.9/1000.0] [batch_t 0.256 (0.153)] [data_t 0.007] [optim_t 0.249] [lr 0.002942] [CE 5.557 (4.930)] [KD 6.559 (6.656)] +2024-10-12 02:36:46,304 - Train: 8.90% [111300/1251000] [89.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002942] [CE 5.018 (4.925)] [KD 6.847 (6.651)] +2024-10-12 02:36:51,994 - ==> Total time: 4:49:43 Eta: 2 days, 1:25:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 02:36:55,847 - Train: 8.90% [111350/1251000] [89.0/1000.0] [batch_t 0.149 (0.200)] [data_t 0.003] [optim_t 0.146] [lr 0.002942] [CE 4.727 (4.842)] [KD 6.579 (6.600)] +2024-10-12 02:37:03,701 - Train: 8.90% [111400/1251000] [89.0/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.002942] [CE 5.057 (4.959)] [KD 6.566 (6.696)] +2024-10-12 02:37:11,151 - Train: 8.91% [111450/1251000] [89.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002942] [CE 4.666 (4.838)] [KD 6.919 (6.646)] +2024-10-12 02:37:18,609 - Train: 8.91% [111500/1251000] [89.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002942] [CE 5.100 (4.891)] [KD 6.688 (6.640)] +2024-10-12 02:37:26,158 - Train: 8.92% [111550/1251000] [89.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002942] [CE 4.585 (4.869)] [KD 6.414 (6.652)] +2024-10-12 02:37:33,761 - Train: 8.92% [111600/1251000] [89.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002942] [CE 5.349 (4.908)] [KD 6.756 (6.741)] +2024-10-12 02:37:41,570 - Train: 8.92% [111650/1251000] [89.2/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.002942] [CE 4.951 (4.904)] [KD 6.793 (6.649)] +2024-10-12 02:37:49,232 - Train: 8.93% [111700/1251000] [89.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.002942] [CE 4.827 (4.915)] [KD 6.744 (6.701)] +2024-10-12 02:37:56,644 - Train: 8.93% [111750/1251000] [89.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002942] [CE 5.116 (4.965)] [KD 6.829 (6.857)] +2024-10-12 02:38:04,126 - Train: 8.94% [111800/1251000] [89.4/1000.0] [batch_t 0.155 (0.150)] [data_t 0.005] [optim_t 0.150] [lr 0.002942] [CE 5.108 (4.889)] [KD 6.715 (6.731)] +2024-10-12 02:38:11,690 - Train: 8.94% [111850/1251000] [89.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002942] [CE 4.393 (4.857)] [KD 6.420 (6.642)] +2024-10-12 02:38:19,152 - Train: 8.94% [111900/1251000] [89.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002942] [CE 4.711 (4.833)] [KD 6.592 (6.578)] +2024-10-12 02:38:26,927 - Train: 8.95% [111950/1251000] [89.5/1000.0] [batch_t 0.264 (0.155)] [data_t 0.004] [optim_t 0.260] [lr 0.002942] [CE 5.039 (4.895)] [KD 6.614 (6.681)] +2024-10-12 02:38:34,568 - Train: 8.95% [112000/1251000] [89.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.002942] [CE 4.963 (4.823)] [KD 6.566 (6.668)] +2024-10-12 02:38:42,231 - Train: 8.96% [112050/1251000] [89.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002942] [CE 4.469 (4.874)] [KD 6.386 (6.655)] +2024-10-12 02:38:49,727 - Train: 8.96% [112100/1251000] [89.6/1000.0] [batch_t 0.160 (0.150)] [data_t 0.006] [optim_t 0.154] [lr 0.002942] [CE 5.100 (4.853)] [KD 6.815 (6.644)] +2024-10-12 02:38:57,133 - Train: 8.96% [112150/1251000] [89.6/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.002941] [CE 4.736 (4.832)] [KD 6.903 (6.553)] +2024-10-12 02:39:04,683 - Train: 8.97% [112200/1251000] [89.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002941] [CE 4.377 (4.855)] [KD 6.679 (6.633)] +2024-10-12 02:39:12,543 - Train: 8.97% [112250/1251000] [89.7/1000.0] [batch_t 0.146 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.002941] [CE 5.058 (4.881)] [KD 6.261 (6.610)] +2024-10-12 02:39:19,996 - Train: 8.98% [112300/1251000] [89.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002941] [CE 5.441 (4.900)] [KD 7.181 (6.688)] +2024-10-12 02:39:27,559 - Train: 8.98% [112350/1251000] [89.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002941] [CE 4.811 (4.890)] [KD 6.754 (6.687)] +2024-10-12 02:39:35,107 - Train: 8.98% [112400/1251000] [89.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002941] [CE 4.855 (4.951)] [KD 6.686 (6.729)] +2024-10-12 02:39:42,616 - Train: 8.99% [112450/1251000] [89.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002941] [CE 4.946 (4.874)] [KD 6.651 (6.709)] +2024-10-12 02:39:50,277 - Train: 8.99% [112500/1251000] [89.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002941] [CE 4.658 (4.919)] [KD 6.906 (6.679)] +2024-10-12 02:39:58,062 - Train: 9.00% [112550/1251000] [90.0/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.002941] [CE 4.956 (4.854)] [KD 6.782 (6.674)] +2024-10-12 02:40:09,764 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 29819] [top5_cnt 41393] [top_all 50000] +2024-10-12 02:40:09,764 - net: 59.638 (82.786) +2024-10-12 02:40:15,607 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 33354] [top5_cnt 43743] [top_all 50000] +2024-10-12 02:40:15,607 - net_E: 66.708 (87.486) +2024-10-12 02:40:15,796 - Max [top1: 59.638 (epoch: 90)] [top1-ema: 66.708 (epoch: 90)] +2024-10-12 02:40:15,797 - ==> Total time: 4:53:06 Eta: 2 days, 1:23:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 02:40:21,175 - Train: 9.00% [112600/1251000] [90.0/1000.0] [batch_t 0.153 (0.188)] [data_t 0.005] [optim_t 0.148] [lr 0.002941] [CE 4.644 (4.923)] [KD 6.671 (6.712)] +2024-10-12 02:40:28,959 - Train: 9.00% [112650/1251000] [90.0/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002941] [CE 4.781 (4.922)] [KD 6.527 (6.731)] +2024-10-12 02:40:36,440 - Train: 9.01% [112700/1251000] [90.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002941] [CE 4.977 (4.861)] [KD 6.523 (6.678)] +2024-10-12 02:40:44,161 - Train: 9.01% [112750/1251000] [90.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.002941] [CE 5.275 (4.870)] [KD 7.101 (6.694)] +2024-10-12 02:40:51,765 - Train: 9.02% [112800/1251000] [90.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.002941] [CE 5.180 (4.913)] [KD 7.005 (6.611)] +2024-10-12 02:40:59,263 - Train: 9.02% [112850/1251000] [90.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.002941] [CE 4.774 (4.854)] [KD 6.521 (6.708)] +2024-10-12 02:41:07,180 - Train: 9.02% [112900/1251000] [90.2/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.002941] [CE 4.904 (4.931)] [KD 6.418 (6.619)] +2024-10-12 02:41:14,885 - Train: 9.03% [112950/1251000] [90.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002941] [CE 4.691 (4.873)] [KD 6.640 (6.678)] +2024-10-12 02:41:22,344 - Train: 9.03% [113000/1251000] [90.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002941] [CE 4.908 (4.842)] [KD 6.813 (6.667)] +2024-10-12 02:41:30,023 - Train: 9.04% [113050/1251000] [90.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002941] [CE 4.793 (4.954)] [KD 6.959 (6.654)] +2024-10-12 02:41:37,508 - Train: 9.04% [113100/1251000] [90.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002941] [CE 5.045 (4.923)] [KD 6.582 (6.641)] +2024-10-12 02:41:45,125 - Train: 9.04% [113150/1251000] [90.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002940] [CE 5.213 (4.926)] [KD 7.114 (6.717)] +2024-10-12 02:41:52,862 - Train: 9.05% [113200/1251000] [90.5/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002940] [CE 4.676 (4.955)] [KD 6.410 (6.867)] +2024-10-12 02:42:00,381 - Train: 9.05% [113250/1251000] [90.5/1000.0] [batch_t 0.161 (0.150)] [data_t 0.004] [optim_t 0.157] [lr 0.002940] [CE 4.558 (4.839)] [KD 7.021 (6.628)] +2024-10-12 02:42:08,192 - Train: 9.06% [113300/1251000] [90.6/1000.0] [batch_t 0.154 (0.156)] [data_t 0.003] [optim_t 0.152] [lr 0.002940] [CE 5.000 (4.941)] [KD 6.915 (6.837)] +2024-10-12 02:42:15,994 - Train: 9.06% [113350/1251000] [90.6/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.002940] [CE 4.698 (4.843)] [KD 6.496 (6.722)] +2024-10-12 02:42:23,657 - Train: 9.06% [113400/1251000] [90.6/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.002940] [CE 5.017 (4.837)] [KD 6.624 (6.645)] +2024-10-12 02:42:31,196 - Train: 9.07% [113450/1251000] [90.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002940] [CE 4.795 (4.850)] [KD 6.690 (6.741)] +2024-10-12 02:42:38,982 - Train: 9.07% [113500/1251000] [90.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.002940] [CE 4.916 (4.971)] [KD 6.867 (6.960)] +2024-10-12 02:42:46,576 - Train: 9.08% [113550/1251000] [90.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002940] [CE 4.873 (4.918)] [KD 6.602 (6.722)] +2024-10-12 02:42:54,437 - Train: 9.08% [113600/1251000] [90.8/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.002940] [CE 5.101 (4.887)] [KD 6.751 (6.697)] +2024-10-12 02:43:01,972 - Train: 9.08% [113650/1251000] [90.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002940] [CE 5.120 (4.908)] [KD 6.600 (6.692)] +2024-10-12 02:43:09,501 - Train: 9.09% [113700/1251000] [90.9/1000.0] [batch_t 0.155 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.002940] [CE 4.982 (4.901)] [KD 6.816 (6.721)] +2024-10-12 02:43:17,396 - Train: 9.09% [113750/1251000] [90.9/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.002940] [CE 4.581 (4.866)] [KD 6.430 (6.589)] +2024-10-12 02:43:25,062 - Train: 9.10% [113800/1251000] [91.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.007] [optim_t 0.143] [lr 0.002940] [CE 4.746 (4.969)] [KD 6.878 (6.807)] +2024-10-12 02:43:31,100 - ==> Total time: 4:56:22 Eta: 2 days, 1:20:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 02:43:34,367 - Train: 9.10% [113850/1251000] [91.0/1000.0] [batch_t 0.156 (0.203)] [data_t 0.005] [optim_t 0.150] [lr 0.002940] [CE 4.985 (4.893)] [KD 6.747 (6.792)] +2024-10-12 02:43:42,158 - Train: 9.10% [113900/1251000] [91.0/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002940] [CE 4.335 (4.915)] [KD 6.419 (6.708)] +2024-10-12 02:43:49,785 - Train: 9.11% [113950/1251000] [91.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002940] [CE 4.796 (4.963)] [KD 6.011 (6.560)] +2024-10-12 02:43:57,264 - Train: 9.11% [114000/1251000] [91.1/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.139] [lr 0.002940] [CE 4.319 (4.890)] [KD 6.509 (6.620)] +2024-10-12 02:44:05,017 - Train: 9.12% [114050/1251000] [91.2/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.002940] [CE 4.705 (4.874)] [KD 6.776 (6.711)] +2024-10-12 02:44:12,474 - Train: 9.12% [114100/1251000] [91.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.002939] [CE 4.991 (4.936)] [KD 6.956 (6.715)] +2024-10-12 02:44:20,220 - Train: 9.12% [114150/1251000] [91.2/1000.0] [batch_t 0.144 (0.155)] [data_t 0.005] [optim_t 0.139] [lr 0.002939] [CE 5.240 (4.936)] [KD 6.434 (6.725)] +2024-10-12 02:44:27,660 - Train: 9.13% [114200/1251000] [91.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.002939] [CE 4.740 (4.915)] [KD 6.758 (6.632)] +2024-10-12 02:44:35,334 - Train: 9.13% [114250/1251000] [91.3/1000.0] [batch_t 0.157 (0.153)] [data_t 0.011] [optim_t 0.146] [lr 0.002939] [CE 4.912 (4.927)] [KD 6.843 (6.656)] +2024-10-12 02:44:42,864 - Train: 9.14% [114300/1251000] [91.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002939] [CE 4.895 (4.866)] [KD 6.749 (6.831)] +2024-10-12 02:44:50,561 - Train: 9.14% [114350/1251000] [91.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.002939] [CE 5.100 (4.924)] [KD 7.073 (6.775)] +2024-10-12 02:44:58,145 - Train: 9.14% [114400/1251000] [91.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002939] [CE 5.149 (4.771)] [KD 6.988 (6.605)] +2024-10-12 02:45:05,629 - Train: 9.15% [114450/1251000] [91.5/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.151] [lr 0.002939] [CE 4.629 (4.915)] [KD 6.379 (6.746)] +2024-10-12 02:45:13,163 - Train: 9.15% [114500/1251000] [91.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.002939] [CE 4.547 (4.911)] [KD 6.488 (6.693)] +2024-10-12 02:45:20,714 - Train: 9.16% [114550/1251000] [91.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002939] [CE 5.345 (4.917)] [KD 7.109 (6.847)] +2024-10-12 02:45:28,355 - Train: 9.16% [114600/1251000] [91.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.002939] [CE 5.336 (4.874)] [KD 7.241 (6.711)] +2024-10-12 02:45:36,146 - Train: 9.16% [114650/1251000] [91.6/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.002939] [CE 4.994 (4.882)] [KD 6.708 (6.676)] +2024-10-12 02:45:43,673 - Train: 9.17% [114700/1251000] [91.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002939] [CE 5.191 (4.903)] [KD 7.323 (6.711)] +2024-10-12 02:45:51,098 - Train: 9.17% [114750/1251000] [91.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002939] [CE 4.671 (4.898)] [KD 6.541 (6.688)] +2024-10-12 02:45:58,737 - Train: 9.18% [114800/1251000] [91.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002939] [CE 4.961 (4.854)] [KD 6.459 (6.623)] +2024-10-12 02:46:06,310 - Train: 9.18% [114850/1251000] [91.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.147] [lr 0.002939] [CE 4.973 (4.779)] [KD 7.086 (6.627)] +2024-10-12 02:46:13,985 - Train: 9.18% [114900/1251000] [91.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002939] [CE 4.147 (4.875)] [KD 6.561 (6.744)] +2024-10-12 02:46:21,567 - Train: 9.19% [114950/1251000] [91.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.002939] [CE 4.436 (4.843)] [KD 6.602 (6.620)] +2024-10-12 02:46:29,265 - Train: 9.19% [115000/1251000] [91.9/1000.0] [batch_t 0.145 (0.154)] [data_t 0.006] [optim_t 0.140] [lr 0.002939] [CE 4.987 (4.923)] [KD 6.611 (6.682)] +2024-10-12 02:46:36,688 - Train: 9.20% [115050/1251000] [92.0/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.002938] [CE 4.887 (4.915)] [KD 6.508 (6.714)] +2024-10-12 02:46:43,019 - ==> Total time: 4:59:34 Eta: 2 days, 1:16:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 02:46:46,044 - Train: 9.20% [115100/1251000] [92.0/1000.0] [batch_t 0.151 (0.209)] [data_t 0.005] [optim_t 0.146] [lr 0.002938] [CE 5.068 (4.879)] [KD 6.626 (6.732)] +2024-10-12 02:46:53,557 - Train: 9.20% [115150/1251000] [92.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.006] [optim_t 0.139] [lr 0.002938] [CE 4.612 (4.875)] [KD 6.513 (6.598)] +2024-10-12 02:47:01,153 - Train: 9.21% [115200/1251000] [92.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002938] [CE 5.069 (4.864)] [KD 6.951 (6.656)] +2024-10-12 02:47:08,934 - Train: 9.21% [115250/1251000] [92.1/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.002938] [CE 4.525 (4.862)] [KD 6.313 (6.684)] +2024-10-12 02:47:16,544 - Train: 9.22% [115300/1251000] [92.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.002938] [CE 5.198 (4.836)] [KD 6.781 (6.650)] +2024-10-12 02:47:23,947 - Train: 9.22% [115350/1251000] [92.2/1000.0] [batch_t 0.155 (0.148)] [data_t 0.004] [optim_t 0.151] [lr 0.002938] [CE 4.869 (4.856)] [KD 6.497 (6.553)] +2024-10-12 02:47:31,363 - Train: 9.22% [115400/1251000] [92.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.002938] [CE 4.565 (4.848)] [KD 6.532 (6.665)] +2024-10-12 02:47:39,041 - Train: 9.23% [115450/1251000] [92.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002938] [CE 4.936 (4.853)] [KD 6.395 (6.714)] +2024-10-12 02:47:46,780 - Train: 9.23% [115500/1251000] [92.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002938] [CE 5.180 (4.879)] [KD 6.732 (6.660)] +2024-10-12 02:47:54,246 - Train: 9.24% [115550/1251000] [92.4/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.002938] [CE 4.878 (4.880)] [KD 6.531 (6.645)] +2024-10-12 02:48:01,678 - Train: 9.24% [115600/1251000] [92.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.007] [optim_t 0.142] [lr 0.002938] [CE 5.093 (4.908)] [KD 7.045 (6.677)] +2024-10-12 02:48:09,419 - Train: 9.24% [115650/1251000] [92.4/1000.0] [batch_t 0.245 (0.155)] [data_t 0.003] [optim_t 0.242] [lr 0.002938] [CE 5.226 (5.009)] [KD 6.862 (6.792)] +2024-10-12 02:48:16,853 - Train: 9.25% [115700/1251000] [92.5/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.151] [lr 0.002938] [CE 5.086 (4.872)] [KD 6.453 (6.642)] +2024-10-12 02:48:24,495 - Train: 9.25% [115750/1251000] [92.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002938] [CE 4.961 (4.876)] [KD 6.873 (6.688)] +2024-10-12 02:48:32,038 - Train: 9.26% [115800/1251000] [92.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.006] [optim_t 0.147] [lr 0.002938] [CE 4.562 (4.848)] [KD 6.856 (6.723)] +2024-10-12 02:48:39,591 - Train: 9.26% [115850/1251000] [92.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002938] [CE 5.077 (4.922)] [KD 6.490 (6.711)] +2024-10-12 02:48:47,143 - Train: 9.26% [115900/1251000] [92.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002938] [CE 5.094 (4.927)] [KD 6.814 (6.710)] +2024-10-12 02:48:54,816 - Train: 9.27% [115950/1251000] [92.7/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.139] [lr 0.002937] [CE 5.059 (4.836)] [KD 6.771 (6.628)] +2024-10-12 02:49:02,270 - Train: 9.27% [116000/1251000] [92.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002937] [CE 5.014 (4.885)] [KD 6.823 (6.695)] +2024-10-12 02:49:09,863 - Train: 9.28% [116050/1251000] [92.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002937] [CE 4.612 (4.961)] [KD 6.601 (6.776)] +2024-10-12 02:49:17,530 - Train: 9.28% [116100/1251000] [92.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002937] [CE 4.722 (4.838)] [KD 6.851 (6.698)] +2024-10-12 02:49:25,075 - Train: 9.28% [116150/1251000] [92.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002937] [CE 5.034 (4.856)] [KD 6.500 (6.709)] +2024-10-12 02:49:32,513 - Train: 9.29% [116200/1251000] [92.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002937] [CE 5.251 (4.876)] [KD 6.973 (6.701)] +2024-10-12 02:49:40,031 - Train: 9.29% [116250/1251000] [92.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002937] [CE 5.056 (4.875)] [KD 6.553 (6.671)] +2024-10-12 02:49:47,696 - Train: 9.30% [116300/1251000] [93.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.002937] [CE 4.507 (4.953)] [KD 6.175 (6.638)] +2024-10-12 02:49:54,165 - ==> Total time: 5:02:45 Eta: 2 days, 1:12:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 02:49:57,070 - Train: 9.30% [116350/1251000] [93.0/1000.0] [batch_t 0.148 (0.220)] [data_t 0.007] [optim_t 0.141] [lr 0.002937] [CE 5.146 (4.911)] [KD 6.747 (6.660)] +2024-10-12 02:50:04,512 - Train: 9.30% [116400/1251000] [93.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002937] [CE 4.727 (4.875)] [KD 6.466 (6.552)] +2024-10-12 02:50:11,918 - Train: 9.31% [116450/1251000] [93.1/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.002937] [CE 5.188 (4.909)] [KD 6.623 (6.613)] +2024-10-12 02:50:19,755 - Train: 9.31% [116500/1251000] [93.1/1000.0] [batch_t 0.145 (0.157)] [data_t 0.004] [optim_t 0.141] [lr 0.002937] [CE 4.840 (4.907)] [KD 6.573 (6.622)] +2024-10-12 02:50:27,306 - Train: 9.32% [116550/1251000] [93.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002937] [CE 4.938 (4.854)] [KD 6.509 (6.560)] +2024-10-12 02:50:35,036 - Train: 9.32% [116600/1251000] [93.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002937] [CE 4.799 (4.860)] [KD 6.498 (6.576)] +2024-10-12 02:50:42,794 - Train: 9.32% [116650/1251000] [93.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002937] [CE 4.672 (4.888)] [KD 6.426 (6.678)] +2024-10-12 02:50:50,307 - Train: 9.33% [116700/1251000] [93.3/1000.0] [batch_t 0.153 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.002937] [CE 5.036 (4.999)] [KD 6.448 (6.740)] +2024-10-12 02:50:57,913 - Train: 9.33% [116750/1251000] [93.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002937] [CE 5.054 (4.863)] [KD 6.597 (6.707)] +2024-10-12 02:51:05,588 - Train: 9.34% [116800/1251000] [93.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.002937] [CE 4.954 (4.981)] [KD 7.216 (6.735)] +2024-10-12 02:51:13,184 - Train: 9.34% [116850/1251000] [93.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002937] [CE 4.509 (4.905)] [KD 6.649 (6.755)] +2024-10-12 02:51:20,905 - Train: 9.34% [116900/1251000] [93.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002936] [CE 5.144 (4.875)] [KD 6.914 (6.697)] +2024-10-12 02:51:28,501 - Train: 9.35% [116950/1251000] [93.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002936] [CE 4.659 (4.897)] [KD 6.442 (6.599)] +2024-10-12 02:51:36,083 - Train: 9.35% [117000/1251000] [93.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002936] [CE 5.002 (4.872)] [KD 6.736 (6.606)] +2024-10-12 02:51:43,924 - Train: 9.36% [117050/1251000] [93.6/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.002936] [CE 5.046 (4.841)] [KD 6.775 (6.661)] +2024-10-12 02:51:51,511 - Train: 9.36% [117100/1251000] [93.6/1000.0] [batch_t 0.159 (0.152)] [data_t 0.003] [optim_t 0.156] [lr 0.002936] [CE 4.496 (4.925)] [KD 6.815 (6.789)] +2024-10-12 02:51:59,054 - Train: 9.36% [117150/1251000] [93.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002936] [CE 5.154 (4.920)] [KD 6.546 (6.728)] +2024-10-12 02:52:06,716 - Train: 9.37% [117200/1251000] [93.7/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002936] [CE 5.153 (4.914)] [KD 6.722 (6.750)] +2024-10-12 02:52:14,182 - Train: 9.37% [117250/1251000] [93.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002936] [CE 4.792 (4.873)] [KD 6.850 (6.705)] +2024-10-12 02:52:21,590 - Train: 9.38% [117300/1251000] [93.8/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.002936] [CE 4.959 (4.907)] [KD 6.689 (6.690)] +2024-10-12 02:52:29,366 - Train: 9.38% [117350/1251000] [93.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002936] [CE 4.685 (4.868)] [KD 6.639 (6.702)] +2024-10-12 02:52:36,876 - Train: 9.38% [117400/1251000] [93.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002936] [CE 5.418 (4.937)] [KD 6.904 (6.724)] +2024-10-12 02:52:44,552 - Train: 9.39% [117450/1251000] [93.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.002936] [CE 5.170 (4.907)] [KD 6.825 (6.702)] +2024-10-12 02:52:52,241 - Train: 9.39% [117500/1251000] [93.9/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.002936] [CE 5.080 (4.978)] [KD 6.615 (6.748)] +2024-10-12 02:52:59,669 - Train: 9.40% [117550/1251000] [94.0/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.139] [lr 0.002936] [CE 4.712 (4.890)] [KD 6.497 (6.759)] +2024-10-12 02:53:06,181 - ==> Total time: 5:05:57 Eta: 2 days, 1:08:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 02:53:09,229 - Train: 9.40% [117600/1251000] [94.0/1000.0] [batch_t 0.148 (0.229)] [data_t 0.004] [optim_t 0.144] [lr 0.002936] [CE 4.761 (4.748)] [KD 6.610 (6.458)] +2024-10-12 02:53:16,642 - Train: 9.40% [117650/1251000] [94.0/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.002936] [CE 5.447 (4.913)] [KD 7.124 (6.566)] +2024-10-12 02:53:24,454 - Train: 9.41% [117700/1251000] [94.1/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.002936] [CE 4.961 (4.832)] [KD 6.818 (6.528)] +2024-10-12 02:53:31,944 - Train: 9.41% [117750/1251000] [94.1/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.002936] [CE 4.743 (4.880)] [KD 6.777 (6.605)] +2024-10-12 02:53:39,554 - Train: 9.42% [117800/1251000] [94.2/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002935] [CE 5.105 (4.850)] [KD 6.537 (6.543)] +2024-10-12 02:53:47,436 - Train: 9.42% [117850/1251000] [94.2/1000.0] [batch_t 0.145 (0.158)] [data_t 0.003] [optim_t 0.142] [lr 0.002935] [CE 5.258 (4.818)] [KD 7.008 (6.624)] +2024-10-12 02:53:54,816 - Train: 9.42% [117900/1251000] [94.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002935] [CE 4.701 (4.846)] [KD 6.341 (6.584)] +2024-10-12 02:54:02,271 - Train: 9.43% [117950/1251000] [94.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.007] [optim_t 0.143] [lr 0.002935] [CE 5.559 (4.922)] [KD 6.969 (6.736)] +2024-10-12 02:54:10,084 - Train: 9.43% [118000/1251000] [94.3/1000.0] [batch_t 0.154 (0.156)] [data_t 0.003] [optim_t 0.152] [lr 0.002935] [CE 5.079 (4.871)] [KD 6.688 (6.680)] +2024-10-12 02:54:17,792 - Train: 9.44% [118050/1251000] [94.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002935] [CE 4.355 (4.894)] [KD 6.559 (6.689)] +2024-10-12 02:54:25,189 - Train: 9.44% [118100/1251000] [94.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002935] [CE 4.281 (4.820)] [KD 6.267 (6.503)] +2024-10-12 02:54:32,612 - Train: 9.44% [118150/1251000] [94.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002935] [CE 5.037 (4.892)] [KD 7.132 (6.710)] +2024-10-12 02:54:40,034 - Train: 9.45% [118200/1251000] [94.5/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.002935] [CE 4.589 (4.908)] [KD 6.655 (6.730)] +2024-10-12 02:54:47,765 - Train: 9.45% [118250/1251000] [94.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.002935] [CE 4.675 (4.890)] [KD 6.360 (6.667)] +2024-10-12 02:54:55,540 - Train: 9.46% [118300/1251000] [94.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.002935] [CE 4.139 (4.826)] [KD 6.365 (6.645)] +2024-10-12 02:55:03,047 - Train: 9.46% [118350/1251000] [94.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.007] [optim_t 0.143] [lr 0.002935] [CE 4.572 (4.940)] [KD 6.470 (6.726)] +2024-10-12 02:55:10,514 - Train: 9.46% [118400/1251000] [94.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.002935] [CE 5.007 (4.899)] [KD 6.736 (6.677)] +2024-10-12 02:55:18,002 - Train: 9.47% [118450/1251000] [94.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002935] [CE 4.818 (4.903)] [KD 6.417 (6.642)] +2024-10-12 02:55:25,411 - Train: 9.47% [118500/1251000] [94.7/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.002935] [CE 4.745 (4.906)] [KD 6.463 (6.701)] +2024-10-12 02:55:32,950 - Train: 9.48% [118550/1251000] [94.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002935] [CE 5.122 (4.859)] [KD 6.710 (6.634)] +2024-10-12 02:55:40,501 - Train: 9.48% [118600/1251000] [94.8/1000.0] [batch_t 0.271 (0.151)] [data_t 0.005] [optim_t 0.267] [lr 0.002935] [CE 5.016 (4.923)] [KD 6.509 (6.686)] +2024-10-12 02:55:48,151 - Train: 9.48% [118650/1251000] [94.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002935] [CE 5.074 (4.957)] [KD 6.486 (6.696)] +2024-10-12 02:55:55,907 - Train: 9.49% [118700/1251000] [94.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.002935] [CE 5.004 (4.883)] [KD 6.291 (6.615)] +2024-10-12 02:56:03,346 - Train: 9.49% [118750/1251000] [94.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002934] [CE 4.935 (4.894)] [KD 6.800 (6.724)] +2024-10-12 02:56:10,802 - Train: 9.50% [118800/1251000] [95.0/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.002934] [CE 4.194 (4.899)] [KD 6.336 (6.699)] +2024-10-12 02:56:23,060 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 28753] [top5_cnt 40781] [top_all 50000] +2024-10-12 02:56:23,061 - net: 57.506 (81.562) +2024-10-12 02:56:28,838 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 33441] [top5_cnt 43784] [top_all 50000] +2024-10-12 02:56:28,839 - net_E: 66.882 (87.568) +2024-10-12 02:56:28,958 - Max [top1: 59.638 (epoch: 90)] [top1-ema: 66.882 (epoch: 95)] +2024-10-12 02:56:28,958 - ==> Total time: 5:09:20 Eta: 2 days, 1:06:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 02:56:32,302 - Train: 9.50% [118850/1251000] [95.0/1000.0] [batch_t 0.143 (0.247)] [data_t 0.004] [optim_t 0.139] [lr 0.002934] [CE 4.925 (4.942)] [KD 6.555 (6.592)] +2024-10-12 02:56:39,835 - Train: 9.50% [118900/1251000] [95.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.007] [optim_t 0.141] [lr 0.002934] [CE 4.631 (4.884)] [KD 6.182 (6.670)] +2024-10-12 02:56:47,392 - Train: 9.51% [118950/1251000] [95.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002934] [CE 5.103 (4.870)] [KD 6.584 (6.603)] +2024-10-12 02:56:54,936 - Train: 9.51% [119000/1251000] [95.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002934] [CE 5.221 (4.937)] [KD 7.078 (6.726)] +2024-10-12 02:57:02,647 - Train: 9.52% [119050/1251000] [95.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.002934] [CE 4.509 (4.854)] [KD 6.423 (6.645)] +2024-10-12 02:57:10,351 - Train: 9.52% [119100/1251000] [95.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.002934] [CE 4.883 (4.913)] [KD 6.795 (6.665)] +2024-10-12 02:57:18,037 - Train: 9.52% [119150/1251000] [95.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002934] [CE 4.569 (4.829)] [KD 6.537 (6.617)] +2024-10-12 02:57:25,498 - Train: 9.53% [119200/1251000] [95.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002934] [CE 5.089 (4.909)] [KD 6.725 (6.714)] +2024-10-12 02:57:33,066 - Train: 9.53% [119250/1251000] [95.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002934] [CE 4.989 (4.886)] [KD 6.619 (6.693)] +2024-10-12 02:57:40,670 - Train: 9.54% [119300/1251000] [95.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002934] [CE 4.737 (4.862)] [KD 6.514 (6.632)] +2024-10-12 02:57:48,424 - Train: 9.54% [119350/1251000] [95.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.002934] [CE 4.788 (4.922)] [KD 6.597 (6.609)] +2024-10-12 02:57:56,155 - Train: 9.54% [119400/1251000] [95.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.002934] [CE 5.256 (4.880)] [KD 6.543 (6.688)] +2024-10-12 02:58:03,696 - Train: 9.55% [119450/1251000] [95.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002934] [CE 5.101 (4.900)] [KD 6.718 (6.631)] +2024-10-12 02:58:11,308 - Train: 9.55% [119500/1251000] [95.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002934] [CE 5.037 (4.887)] [KD 6.431 (6.624)] +2024-10-12 02:58:19,088 - Train: 9.56% [119550/1251000] [95.6/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.002934] [CE 4.648 (4.856)] [KD 6.676 (6.634)] +2024-10-12 02:58:26,727 - Train: 9.56% [119600/1251000] [95.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002934] [CE 4.765 (4.878)] [KD 6.310 (6.661)] +2024-10-12 02:58:34,332 - Train: 9.56% [119650/1251000] [95.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002933] [CE 4.961 (4.853)] [KD 7.419 (6.652)] +2024-10-12 02:58:41,893 - Train: 9.57% [119700/1251000] [95.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002933] [CE 4.785 (4.827)] [KD 6.708 (6.657)] +2024-10-12 02:58:49,500 - Train: 9.57% [119750/1251000] [95.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002933] [CE 4.798 (4.869)] [KD 6.705 (6.693)] +2024-10-12 02:58:57,396 - Train: 9.58% [119800/1251000] [95.8/1000.0] [batch_t 0.147 (0.158)] [data_t 0.004] [optim_t 0.143] [lr 0.002933] [CE 4.964 (4.911)] [KD 6.822 (6.676)] +2024-10-12 02:59:04,921 - Train: 9.58% [119850/1251000] [95.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002933] [CE 4.552 (4.919)] [KD 6.907 (6.700)] +2024-10-12 02:59:12,429 - Train: 9.58% [119900/1251000] [95.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.007] [optim_t 0.144] [lr 0.002933] [CE 5.012 (4.905)] [KD 6.703 (6.676)] +2024-10-12 02:59:20,312 - Train: 9.59% [119950/1251000] [95.9/1000.0] [batch_t 0.155 (0.158)] [data_t 0.005] [optim_t 0.150] [lr 0.002933] [CE 4.623 (4.813)] [KD 6.459 (6.632)] +2024-10-12 02:59:28,008 - Train: 9.59% [120000/1251000] [95.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002933] [CE 4.729 (4.881)] [KD 6.462 (6.700)] +2024-10-12 02:59:35,719 - Train: 9.60% [120050/1251000] [96.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.002] [optim_t 0.148] [lr 0.002933] [CE 5.312 (4.847)] [KD 6.870 (6.669)] +2024-10-12 02:59:42,472 - ==> Total time: 5:12:33 Eta: 2 days, 1:03:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 02:59:45,125 - Train: 9.60% [120100/1251000] [96.0/1000.0] [batch_t 0.146 (0.254)] [data_t 0.003] [optim_t 0.143] [lr 0.002933] [CE 4.983 (4.805)] [KD 6.432 (6.420)] +2024-10-12 02:59:52,540 - Train: 9.60% [120150/1251000] [96.0/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002933] [CE 4.843 (4.848)] [KD 6.617 (6.612)] +2024-10-12 03:00:00,225 - Train: 9.61% [120200/1251000] [96.1/1000.0] [batch_t 0.160 (0.154)] [data_t 0.003] [optim_t 0.157] [lr 0.002933] [CE 4.830 (4.883)] [KD 6.891 (6.600)] +2024-10-12 03:00:07,666 - Train: 9.61% [120250/1251000] [96.1/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.002933] [CE 4.484 (4.845)] [KD 6.326 (6.578)] +2024-10-12 03:00:15,191 - Train: 9.62% [120300/1251000] [96.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002933] [CE 4.888 (4.925)] [KD 6.374 (6.574)] +2024-10-12 03:00:22,564 - Train: 9.62% [120350/1251000] [96.2/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.002933] [CE 5.480 (4.889)] [KD 6.597 (6.626)] +2024-10-12 03:00:30,458 - Train: 9.62% [120400/1251000] [96.2/1000.0] [batch_t 0.146 (0.158)] [data_t 0.004] [optim_t 0.142] [lr 0.002933] [CE 4.875 (4.881)] [KD 6.755 (6.672)] +2024-10-12 03:00:38,002 - Train: 9.63% [120450/1251000] [96.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002933] [CE 5.013 (4.940)] [KD 6.587 (6.693)] +2024-10-12 03:00:45,498 - Train: 9.63% [120500/1251000] [96.3/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.140] [lr 0.002933] [CE 5.075 (4.916)] [KD 6.979 (6.628)] +2024-10-12 03:00:52,895 - Train: 9.64% [120550/1251000] [96.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002932] [CE 5.004 (4.843)] [KD 6.875 (6.685)] +2024-10-12 03:01:00,389 - Train: 9.64% [120600/1251000] [96.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002932] [CE 5.440 (4.899)] [KD 6.873 (6.657)] +2024-10-12 03:01:07,953 - Train: 9.64% [120650/1251000] [96.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.008] [optim_t 0.140] [lr 0.002932] [CE 4.640 (4.775)] [KD 6.547 (6.564)] +2024-10-12 03:01:15,506 - Train: 9.65% [120700/1251000] [96.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002932] [CE 4.871 (5.000)] [KD 7.244 (6.651)] +2024-10-12 03:01:22,905 - Train: 9.65% [120750/1251000] [96.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002932] [CE 4.870 (4.856)] [KD 6.354 (6.618)] +2024-10-12 03:01:30,670 - Train: 9.66% [120800/1251000] [96.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.002932] [CE 5.535 (4.880)] [KD 7.045 (6.717)] +2024-10-12 03:01:38,043 - Train: 9.66% [120850/1251000] [96.6/1000.0] [batch_t 0.152 (0.147)] [data_t 0.004] [optim_t 0.148] [lr 0.002932] [CE 5.216 (4.863)] [KD 6.726 (6.715)] +2024-10-12 03:01:45,653 - Train: 9.66% [120900/1251000] [96.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002932] [CE 5.098 (4.919)] [KD 6.566 (6.692)] +2024-10-12 03:01:53,285 - Train: 9.67% [120950/1251000] [96.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002932] [CE 4.776 (4.865)] [KD 6.883 (6.562)] +2024-10-12 03:02:00,666 - Train: 9.67% [121000/1251000] [96.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002932] [CE 4.457 (4.862)] [KD 6.809 (6.644)] +2024-10-12 03:02:08,171 - Train: 9.68% [121050/1251000] [96.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.002932] [CE 4.472 (4.849)] [KD 6.261 (6.563)] +2024-10-12 03:02:15,745 - Train: 9.68% [121100/1251000] [96.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002932] [CE 5.093 (4.932)] [KD 7.239 (6.624)] +2024-10-12 03:02:23,460 - Train: 9.68% [121150/1251000] [96.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.002932] [CE 4.882 (4.877)] [KD 6.372 (6.708)] +2024-10-12 03:02:31,039 - Train: 9.69% [121200/1251000] [96.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002932] [CE 5.324 (4.874)] [KD 6.670 (6.515)] +2024-10-12 03:02:38,892 - Train: 9.69% [121250/1251000] [96.9/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.002932] [CE 4.736 (4.823)] [KD 6.705 (6.562)] +2024-10-12 03:02:46,324 - Train: 9.70% [121300/1251000] [97.0/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002932] [CE 4.852 (4.913)] [KD 6.683 (6.672)] +2024-10-12 03:02:53,335 - ==> Total time: 5:15:44 Eta: 2 days, 0:59:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 03:02:55,793 - Train: 9.70% [121350/1251000] [97.0/1000.0] [batch_t 0.159 (0.320)] [data_t 0.005] [optim_t 0.154] [lr 0.002932] [CE 5.001 (5.169)] [KD 6.513 (6.640)] +2024-10-12 03:03:03,246 - Train: 9.70% [121400/1251000] [97.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002932] [CE 4.751 (4.934)] [KD 6.854 (6.725)] +2024-10-12 03:03:10,705 - Train: 9.71% [121450/1251000] [97.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002931] [CE 4.736 (4.851)] [KD 6.293 (6.577)] +2024-10-12 03:03:18,418 - Train: 9.71% [121500/1251000] [97.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002931] [CE 4.658 (4.870)] [KD 6.762 (6.585)] +2024-10-12 03:03:25,880 - Train: 9.72% [121550/1251000] [97.2/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.002931] [CE 4.715 (4.890)] [KD 6.463 (6.576)] +2024-10-12 03:03:33,453 - Train: 9.72% [121600/1251000] [97.2/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002931] [CE 4.588 (4.907)] [KD 6.526 (6.684)] +2024-10-12 03:03:41,393 - Train: 9.72% [121650/1251000] [97.2/1000.0] [batch_t 0.145 (0.159)] [data_t 0.005] [optim_t 0.141] [lr 0.002931] [CE 4.870 (4.908)] [KD 6.677 (6.605)] +2024-10-12 03:03:48,811 - Train: 9.73% [121700/1251000] [97.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002931] [CE 5.095 (4.923)] [KD 6.574 (6.611)] +2024-10-12 03:03:56,288 - Train: 9.73% [121750/1251000] [97.3/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.002931] [CE 4.577 (4.860)] [KD 6.529 (6.662)] +2024-10-12 03:04:04,046 - Train: 9.74% [121800/1251000] [97.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.002931] [CE 5.002 (4.814)] [KD 6.663 (6.603)] +2024-10-12 03:04:11,614 - Train: 9.74% [121850/1251000] [97.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002931] [CE 4.699 (4.882)] [KD 6.893 (6.686)] +2024-10-12 03:04:19,046 - Train: 9.74% [121900/1251000] [97.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002931] [CE 4.522 (4.894)] [KD 6.449 (6.657)] +2024-10-12 03:04:26,797 - Train: 9.75% [121950/1251000] [97.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002931] [CE 4.373 (4.872)] [KD 6.467 (6.641)] +2024-10-12 03:04:34,232 - Train: 9.75% [122000/1251000] [97.5/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.002931] [CE 4.913 (4.959)] [KD 6.019 (6.676)] +2024-10-12 03:04:41,828 - Train: 9.76% [122050/1251000] [97.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.002931] [CE 4.358 (4.856)] [KD 6.669 (6.627)] +2024-10-12 03:04:49,400 - Train: 9.76% [122100/1251000] [97.6/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.139] [lr 0.002931] [CE 5.064 (4.884)] [KD 6.439 (6.656)] +2024-10-12 03:04:56,786 - Train: 9.76% [122150/1251000] [97.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002931] [CE 4.591 (4.881)] [KD 6.330 (6.613)] +2024-10-12 03:05:04,404 - Train: 9.77% [122200/1251000] [97.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002931] [CE 4.683 (4.847)] [KD 6.710 (6.663)] +2024-10-12 03:05:11,939 - Train: 9.77% [122250/1251000] [97.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002931] [CE 4.872 (4.897)] [KD 6.673 (6.591)] +2024-10-12 03:05:19,342 - Train: 9.78% [122300/1251000] [97.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002931] [CE 5.236 (4.877)] [KD 6.709 (6.598)] +2024-10-12 03:05:26,863 - Train: 9.78% [122350/1251000] [97.8/1000.0] [batch_t 0.154 (0.150)] [data_t 0.006] [optim_t 0.148] [lr 0.002930] [CE 4.746 (4.917)] [KD 6.188 (6.621)] +2024-10-12 03:05:34,364 - Train: 9.78% [122400/1251000] [97.8/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.002930] [CE 5.246 (4.841)] [KD 6.617 (6.621)] +2024-10-12 03:05:41,933 - Train: 9.79% [122450/1251000] [97.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002930] [CE 4.849 (4.899)] [KD 6.716 (6.653)] +2024-10-12 03:05:49,819 - Train: 9.79% [122500/1251000] [97.9/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.002930] [CE 4.389 (4.835)] [KD 6.408 (6.673)] +2024-10-12 03:05:57,237 - Train: 9.80% [122550/1251000] [98.0/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002930] [CE 4.653 (4.889)] [KD 6.905 (6.656)] +2024-10-12 03:06:04,244 - ==> Total time: 5:18:55 Eta: 2 days, 0:55:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 03:06:07,791 - Train: 9.80% [122600/1251000] [98.0/1000.0] [batch_t 0.162 (0.375)] [data_t 0.004] [optim_t 0.158] [lr 0.002930] [CE 5.080 (4.966)] [KD 6.625 (6.675)] +2024-10-12 03:06:15,355 - Train: 9.80% [122650/1251000] [98.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002930] [CE 5.197 (4.881)] [KD 7.007 (6.621)] +2024-10-12 03:06:22,861 - Train: 9.81% [122700/1251000] [98.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002930] [CE 5.107 (4.924)] [KD 6.566 (6.690)] +2024-10-12 03:06:30,401 - Train: 9.81% [122750/1251000] [98.1/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.139] [lr 0.002930] [CE 4.517 (4.850)] [KD 6.269 (6.507)] +2024-10-12 03:06:38,009 - Train: 9.82% [122800/1251000] [98.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002930] [CE 4.744 (4.886)] [KD 6.513 (6.494)] +2024-10-12 03:06:45,604 - Train: 9.82% [122850/1251000] [98.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.002930] [CE 5.044 (4.857)] [KD 6.621 (6.616)] +2024-10-12 03:06:53,142 - Train: 9.82% [122900/1251000] [98.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.002930] [CE 4.606 (4.833)] [KD 6.692 (6.614)] +2024-10-12 03:07:00,705 - Train: 9.83% [122950/1251000] [98.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002930] [CE 4.838 (4.829)] [KD 6.992 (6.724)] +2024-10-12 03:07:08,251 - Train: 9.83% [123000/1251000] [98.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002930] [CE 4.795 (4.857)] [KD 6.972 (6.781)] +2024-10-12 03:07:15,712 - Train: 9.84% [123050/1251000] [98.4/1000.0] [batch_t 0.142 (0.149)] [data_t 0.004] [optim_t 0.138] [lr 0.002930] [CE 4.797 (4.903)] [KD 6.754 (6.734)] +2024-10-12 03:07:23,163 - Train: 9.84% [123100/1251000] [98.4/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002930] [CE 5.028 (4.874)] [KD 6.266 (6.606)] +2024-10-12 03:07:30,653 - Train: 9.84% [123150/1251000] [98.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002930] [CE 5.156 (4.892)] [KD 6.360 (6.643)] +2024-10-12 03:07:38,188 - Train: 9.85% [123200/1251000] [98.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002929] [CE 4.413 (4.899)] [KD 6.184 (6.650)] +2024-10-12 03:07:45,713 - Train: 9.85% [123250/1251000] [98.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002929] [CE 4.982 (4.842)] [KD 6.760 (6.677)] +2024-10-12 03:07:53,404 - Train: 9.86% [123300/1251000] [98.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.002929] [CE 4.596 (4.912)] [KD 6.287 (6.746)] +2024-10-12 03:08:00,942 - Train: 9.86% [123350/1251000] [98.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002929] [CE 5.282 (4.854)] [KD 6.838 (6.575)] +2024-10-12 03:08:08,366 - Train: 9.86% [123400/1251000] [98.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.002929] [CE 4.893 (4.912)] [KD 6.476 (6.643)] +2024-10-12 03:08:16,023 - Train: 9.87% [123450/1251000] [98.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002929] [CE 4.472 (4.896)] [KD 6.673 (6.706)] +2024-10-12 03:08:23,609 - Train: 9.87% [123500/1251000] [98.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.002929] [CE 5.106 (4.935)] [KD 6.292 (6.630)] +2024-10-12 03:08:31,318 - Train: 9.88% [123550/1251000] [98.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002929] [CE 4.941 (4.855)] [KD 6.719 (6.592)] +2024-10-12 03:08:38,840 - Train: 9.88% [123600/1251000] [98.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002929] [CE 4.701 (4.906)] [KD 6.700 (6.753)] +2024-10-12 03:08:46,267 - Train: 9.88% [123650/1251000] [98.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002929] [CE 4.412 (4.929)] [KD 6.790 (6.767)] +2024-10-12 03:08:53,744 - Train: 9.89% [123700/1251000] [98.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002929] [CE 5.207 (4.931)] [KD 7.030 (6.659)] +2024-10-12 03:09:01,407 - Train: 9.89% [123750/1251000] [98.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.002929] [CE 5.156 (4.891)] [KD 6.574 (6.596)] +2024-10-12 03:09:09,161 - Train: 9.90% [123800/1251000] [99.0/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002929] [CE 4.777 (4.886)] [KD 6.540 (6.627)] +2024-10-12 03:09:16,543 - ==> Total time: 5:22:07 Eta: 2 days, 0:51:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 03:09:18,680 - Train: 9.90% [123850/1251000] [99.0/1000.0] [batch_t 0.574 (0.574)] [data_t 0.404] [optim_t 0.169] [lr 0.002929] [CE 4.950 (4.950)] [KD 6.277 (6.277)] +2024-10-12 03:09:26,210 - Train: 9.90% [123900/1251000] [99.0/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002929] [CE 5.189 (4.869)] [KD 6.750 (6.614)] +2024-10-12 03:09:33,571 - Train: 9.91% [123950/1251000] [99.1/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.002929] [CE 4.677 (4.886)] [KD 6.507 (6.546)] +2024-10-12 03:09:41,113 - Train: 9.91% [124000/1251000] [99.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002929] [CE 5.380 (4.955)] [KD 6.687 (6.695)] +2024-10-12 03:09:48,496 - Train: 9.92% [124050/1251000] [99.2/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.002929] [CE 4.827 (4.923)] [KD 6.677 (6.721)] +2024-10-12 03:09:56,134 - Train: 9.92% [124100/1251000] [99.2/1000.0] [batch_t 0.154 (0.153)] [data_t 0.006] [optim_t 0.148] [lr 0.002928] [CE 4.843 (4.915)] [KD 6.325 (6.583)] +2024-10-12 03:10:03,886 - Train: 9.92% [124150/1251000] [99.2/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002928] [CE 4.659 (4.899)] [KD 6.222 (6.528)] +2024-10-12 03:10:11,318 - Train: 9.93% [124200/1251000] [99.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002928] [CE 5.198 (4.894)] [KD 6.990 (6.600)] +2024-10-12 03:10:19,199 - Train: 9.93% [124250/1251000] [99.3/1000.0] [batch_t 0.289 (0.158)] [data_t 0.004] [optim_t 0.285] [lr 0.002928] [CE 4.842 (4.872)] [KD 7.017 (6.643)] +2024-10-12 03:10:26,815 - Train: 9.94% [124300/1251000] [99.4/1000.0] [batch_t 0.259 (0.152)] [data_t 0.003] [optim_t 0.256] [lr 0.002928] [CE 5.207 (4.936)] [KD 6.964 (6.676)] +2024-10-12 03:10:34,362 - Train: 9.94% [124350/1251000] [99.4/1000.0] [batch_t 0.157 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.002928] [CE 4.982 (4.904)] [KD 6.775 (6.679)] +2024-10-12 03:10:41,977 - Train: 9.94% [124400/1251000] [99.4/1000.0] [batch_t 0.143 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.002928] [CE 4.857 (4.869)] [KD 6.612 (6.575)] +2024-10-12 03:10:49,447 - Train: 9.95% [124450/1251000] [99.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002928] [CE 4.481 (4.884)] [KD 6.701 (6.610)] +2024-10-12 03:10:56,829 - Train: 9.95% [124500/1251000] [99.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.002928] [CE 5.025 (4.859)] [KD 6.865 (6.717)] +2024-10-12 03:11:04,349 - Train: 9.96% [124550/1251000] [99.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002928] [CE 5.161 (4.877)] [KD 6.920 (6.609)] +2024-10-12 03:11:11,956 - Train: 9.96% [124600/1251000] [99.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002928] [CE 5.067 (4.909)] [KD 6.530 (6.699)] +2024-10-12 03:11:19,474 - Train: 9.96% [124650/1251000] [99.6/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.002928] [CE 5.160 (4.903)] [KD 6.399 (6.682)] +2024-10-12 03:11:27,250 - Train: 9.97% [124700/1251000] [99.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.002928] [CE 3.923 (4.888)] [KD 6.322 (6.653)] +2024-10-12 03:11:34,788 - Train: 9.97% [124750/1251000] [99.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.002928] [CE 4.785 (4.929)] [KD 6.753 (6.679)] +2024-10-12 03:11:42,262 - Train: 9.98% [124800/1251000] [99.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002928] [CE 4.522 (4.933)] [KD 6.650 (6.639)] +2024-10-12 03:11:50,044 - Train: 9.98% [124850/1251000] [99.8/1000.0] [batch_t 0.155 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.002928] [CE 4.807 (4.923)] [KD 6.317 (6.684)] +2024-10-12 03:11:57,629 - Train: 9.98% [124900/1251000] [99.8/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.152] [lr 0.002928] [CE 5.397 (4.878)] [KD 6.738 (6.637)] +2024-10-12 03:12:05,479 - Train: 9.99% [124950/1251000] [99.9/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.002927] [CE 5.098 (4.897)] [KD 7.041 (6.649)] +2024-10-12 03:12:12,943 - Train: 9.99% [125000/1251000] [99.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002927] [CE 5.142 (4.937)] [KD 6.607 (6.677)] +2024-10-12 03:12:20,385 - Train: 10.00% [125050/1251000] [100.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002927] [CE 4.949 (4.910)] [KD 6.458 (6.671)] +2024-10-12 03:12:28,010 - Train: 10.00% [125100/1251000] [100.0/1000.0] [batch_t 0.140 (0.152)] [data_t 0.004] [optim_t 0.136] [lr 0.002927] [CE 5.121 (4.894)] [KD 6.272 (6.530)] +2024-10-12 03:12:33,665 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.106)] [top1_cnt 30001] [top5_cnt 41551] [top_all 50000] +2024-10-12 03:12:33,665 - net: 60.002 (83.102) +2024-10-12 03:12:39,382 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 33430] [top5_cnt 43838] [top_all 50000] +2024-10-12 03:12:39,383 - net_E: 66.860 (87.676) +2024-10-12 03:12:39,527 - Max [top1: 60.002 (epoch: 100)] [top1-ema: 66.882 (epoch: 95)] +2024-10-12 03:12:39,527 - ==> Total time: 5:25:30 Eta: 2 days, 0:49:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 03:12:50,375 - Train: 10.00% [125150/1251000] [100.0/1000.0] [batch_t 0.157 (0.163)] [data_t 0.005] [optim_t 0.153] [lr 0.002927] [CE 5.084 (4.806)] [KD 7.161 (6.485)] +2024-10-12 03:12:57,985 - Train: 10.01% [125200/1251000] [100.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002927] [CE 4.823 (4.850)] [KD 6.149 (6.590)] +2024-10-12 03:13:05,565 - Train: 10.01% [125250/1251000] [100.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002927] [CE 4.921 (4.873)] [KD 6.667 (6.549)] +2024-10-12 03:13:12,970 - Train: 10.02% [125300/1251000] [100.2/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.002927] [CE 4.995 (4.945)] [KD 6.456 (6.632)] +2024-10-12 03:13:20,371 - Train: 10.02% [125350/1251000] [100.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002927] [CE 4.957 (4.880)] [KD 6.648 (6.577)] +2024-10-12 03:13:27,901 - Train: 10.02% [125400/1251000] [100.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002927] [CE 5.266 (4.897)] [KD 6.815 (6.545)] +2024-10-12 03:13:35,481 - Train: 10.03% [125450/1251000] [100.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002927] [CE 4.962 (4.904)] [KD 6.415 (6.637)] +2024-10-12 03:13:43,033 - Train: 10.03% [125500/1251000] [100.3/1000.0] [batch_t 0.277 (0.151)] [data_t 0.003] [optim_t 0.274] [lr 0.002927] [CE 4.891 (4.938)] [KD 6.508 (6.708)] +2024-10-12 03:13:50,942 - Train: 10.04% [125550/1251000] [100.4/1000.0] [batch_t 0.149 (0.158)] [data_t 0.006] [optim_t 0.143] [lr 0.002927] [CE 4.998 (4.934)] [KD 6.664 (6.703)] +2024-10-12 03:13:58,531 - Train: 10.04% [125600/1251000] [100.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002927] [CE 4.910 (4.834)] [KD 6.466 (6.665)] +2024-10-12 03:14:06,169 - Train: 10.04% [125650/1251000] [100.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.002927] [CE 4.290 (4.876)] [KD 6.160 (6.636)] +2024-10-12 03:14:13,701 - Train: 10.05% [125700/1251000] [100.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002927] [CE 4.657 (4.852)] [KD 6.613 (6.535)] +2024-10-12 03:14:21,117 - Train: 10.05% [125750/1251000] [100.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002927] [CE 5.289 (4.935)] [KD 6.726 (6.568)] +2024-10-12 03:14:28,684 - Train: 10.06% [125800/1251000] [100.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002927] [CE 4.666 (4.785)] [KD 6.296 (6.631)] +2024-10-12 03:14:36,121 - Train: 10.06% [125850/1251000] [100.6/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002926] [CE 5.012 (4.896)] [KD 6.450 (6.534)] +2024-10-12 03:14:43,837 - Train: 10.06% [125900/1251000] [100.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002926] [CE 4.662 (4.904)] [KD 6.578 (6.617)] +2024-10-12 03:14:51,506 - Train: 10.07% [125950/1251000] [100.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002926] [CE 4.804 (4.861)] [KD 6.542 (6.720)] +2024-10-12 03:14:59,073 - Train: 10.07% [126000/1251000] [100.7/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.002926] [CE 4.503 (4.872)] [KD 6.687 (6.633)] +2024-10-12 03:15:06,697 - Train: 10.08% [126050/1251000] [100.8/1000.0] [batch_t 0.161 (0.152)] [data_t 0.005] [optim_t 0.156] [lr 0.002926] [CE 4.674 (4.839)] [KD 6.737 (6.671)] +2024-10-12 03:15:14,399 - Train: 10.08% [126100/1251000] [100.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.002926] [CE 5.151 (4.824)] [KD 7.041 (6.667)] +2024-10-12 03:15:21,792 - Train: 10.08% [126150/1251000] [100.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002926] [CE 4.181 (4.897)] [KD 6.378 (6.751)] +2024-10-12 03:15:29,270 - Train: 10.09% [126200/1251000] [100.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002926] [CE 4.783 (4.879)] [KD 6.357 (6.614)] +2024-10-12 03:15:36,816 - Train: 10.09% [126250/1251000] [100.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.007] [optim_t 0.140] [lr 0.002926] [CE 5.019 (4.803)] [KD 6.531 (6.593)] +2024-10-12 03:15:44,362 - Train: 10.10% [126300/1251000] [101.0/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002926] [CE 5.072 (4.842)] [KD 6.709 (6.614)] +2024-10-12 03:15:51,747 - Train: 10.10% [126350/1251000] [101.0/1000.0] [batch_t 0.140 (0.148)] [data_t 0.005] [optim_t 0.135] [lr 0.002926] [CE 4.712 (4.875)] [KD 6.334 (6.622)] +2024-10-12 03:15:51,890 - ==> Total time: 5:28:42 Eta: 2 days, 0:45:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 03:16:02,257 - Train: 10.10% [126400/1251000] [101.0/1000.0] [batch_t 0.154 (0.164)] [data_t 0.003] [optim_t 0.151] [lr 0.002926] [CE 5.192 (4.922)] [KD 6.648 (6.720)] +2024-10-12 03:16:10,030 - Train: 10.11% [126450/1251000] [101.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.002926] [CE 4.668 (4.834)] [KD 6.507 (6.708)] +2024-10-12 03:16:17,668 - Train: 10.11% [126500/1251000] [101.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002926] [CE 5.192 (4.867)] [KD 6.311 (6.626)] +2024-10-12 03:16:25,147 - Train: 10.12% [126550/1251000] [101.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002926] [CE 4.956 (4.800)] [KD 6.595 (6.582)] +2024-10-12 03:16:32,885 - Train: 10.12% [126600/1251000] [101.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.002926] [CE 5.284 (4.907)] [KD 7.226 (6.700)] +2024-10-12 03:16:40,341 - Train: 10.12% [126650/1251000] [101.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002926] [CE 4.353 (4.917)] [KD 6.614 (6.766)] +2024-10-12 03:16:47,797 - Train: 10.13% [126700/1251000] [101.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002925] [CE 4.445 (4.885)] [KD 6.756 (6.750)] +2024-10-12 03:16:55,314 - Train: 10.13% [126750/1251000] [101.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.002925] [CE 4.850 (4.862)] [KD 6.771 (6.608)] +2024-10-12 03:17:03,262 - Train: 10.14% [126800/1251000] [101.4/1000.0] [batch_t 0.149 (0.159)] [data_t 0.005] [optim_t 0.143] [lr 0.002925] [CE 5.188 (4.811)] [KD 6.820 (6.477)] +2024-10-12 03:17:10,946 - Train: 10.14% [126850/1251000] [101.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.002925] [CE 4.625 (4.831)] [KD 6.504 (6.524)] +2024-10-12 03:17:18,506 - Train: 10.14% [126900/1251000] [101.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002925] [CE 5.045 (4.862)] [KD 6.661 (6.592)] +2024-10-12 03:17:26,027 - Train: 10.15% [126950/1251000] [101.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002925] [CE 4.885 (4.896)] [KD 6.510 (6.643)] +2024-10-12 03:17:33,588 - Train: 10.15% [127000/1251000] [101.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.007] [optim_t 0.142] [lr 0.002925] [CE 5.183 (4.868)] [KD 6.682 (6.590)] +2024-10-12 03:17:41,146 - Train: 10.16% [127050/1251000] [101.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002925] [CE 4.361 (4.860)] [KD 6.448 (6.552)] +2024-10-12 03:17:48,531 - Train: 10.16% [127100/1251000] [101.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002925] [CE 5.253 (4.945)] [KD 6.783 (6.697)] +2024-10-12 03:17:56,006 - Train: 10.16% [127150/1251000] [101.6/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002925] [CE 5.219 (4.888)] [KD 7.059 (6.735)] +2024-10-12 03:18:03,728 - Train: 10.17% [127200/1251000] [101.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002925] [CE 4.285 (4.871)] [KD 6.251 (6.618)] +2024-10-12 03:18:11,316 - Train: 10.17% [127250/1251000] [101.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002925] [CE 4.956 (4.862)] [KD 6.558 (6.638)] +2024-10-12 03:18:19,146 - Train: 10.18% [127300/1251000] [101.8/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.002925] [CE 4.928 (4.821)] [KD 7.204 (6.622)] +2024-10-12 03:18:26,612 - Train: 10.18% [127350/1251000] [101.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002925] [CE 4.731 (4.895)] [KD 6.794 (6.604)] +2024-10-12 03:18:34,141 - Train: 10.18% [127400/1251000] [101.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002925] [CE 4.687 (4.880)] [KD 6.517 (6.552)] +2024-10-12 03:18:41,547 - Train: 10.19% [127450/1251000] [101.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002925] [CE 4.504 (4.930)] [KD 6.321 (6.683)] +2024-10-12 03:18:48,957 - Train: 10.19% [127500/1251000] [101.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002925] [CE 5.379 (4.887)] [KD 6.925 (6.714)] +2024-10-12 03:18:56,385 - Train: 10.20% [127550/1251000] [102.0/1000.0] [batch_t 0.157 (0.148)] [data_t 0.004] [optim_t 0.153] [lr 0.002924] [CE 4.344 (4.827)] [KD 6.372 (6.642)] +2024-10-12 03:19:04,090 - Train: 10.20% [127600/1251000] [102.0/1000.0] [batch_t 0.138 (0.154)] [data_t 0.004] [optim_t 0.134] [lr 0.002924] [CE 4.965 (4.898)] [KD 6.742 (6.655)] +2024-10-12 03:19:04,369 - ==> Total time: 5:31:55 Eta: 2 days, 0:42:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 03:19:14,556 - Train: 10.20% [127650/1251000] [102.0/1000.0] [batch_t 0.151 (0.166)] [data_t 0.004] [optim_t 0.147] [lr 0.002924] [CE 4.831 (4.850)] [KD 6.376 (6.508)] +2024-10-12 03:19:22,077 - Train: 10.21% [127700/1251000] [102.1/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.002924] [CE 5.143 (4.851)] [KD 6.562 (6.583)] +2024-10-12 03:19:29,618 - Train: 10.21% [127750/1251000] [102.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002924] [CE 4.690 (4.914)] [KD 6.264 (6.651)] +2024-10-12 03:19:37,034 - Train: 10.22% [127800/1251000] [102.2/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.002924] [CE 5.248 (4.882)] [KD 6.690 (6.557)] +2024-10-12 03:19:44,458 - Train: 10.22% [127850/1251000] [102.2/1000.0] [batch_t 0.156 (0.148)] [data_t 0.003] [optim_t 0.153] [lr 0.002924] [CE 5.681 (4.902)] [KD 6.766 (6.615)] +2024-10-12 03:19:52,215 - Train: 10.22% [127900/1251000] [102.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.002924] [CE 5.218 (4.869)] [KD 6.493 (6.667)] +2024-10-12 03:19:59,623 - Train: 10.23% [127950/1251000] [102.3/1000.0] [batch_t 0.153 (0.148)] [data_t 0.004] [optim_t 0.149] [lr 0.002924] [CE 5.467 (4.898)] [KD 6.848 (6.685)] +2024-10-12 03:20:07,528 - Train: 10.23% [128000/1251000] [102.3/1000.0] [batch_t 0.257 (0.158)] [data_t 0.004] [optim_t 0.253] [lr 0.002924] [CE 5.062 (4.865)] [KD 6.876 (6.603)] +2024-10-12 03:20:15,060 - Train: 10.24% [128050/1251000] [102.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002924] [CE 4.243 (4.878)] [KD 5.907 (6.539)] +2024-10-12 03:20:22,634 - Train: 10.24% [128100/1251000] [102.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.002924] [CE 4.697 (4.889)] [KD 6.537 (6.622)] +2024-10-12 03:20:30,176 - Train: 10.24% [128150/1251000] [102.4/1000.0] [batch_t 0.143 (0.151)] [data_t 0.004] [optim_t 0.139] [lr 0.002924] [CE 5.169 (4.786)] [KD 6.770 (6.542)] +2024-10-12 03:20:37,841 - Train: 10.25% [128200/1251000] [102.5/1000.0] [batch_t 0.157 (0.153)] [data_t 0.003] [optim_t 0.154] [lr 0.002924] [CE 4.494 (4.874)] [KD 6.551 (6.687)] +2024-10-12 03:20:45,293 - Train: 10.25% [128250/1251000] [102.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002924] [CE 5.080 (4.860)] [KD 6.564 (6.510)] +2024-10-12 03:20:52,867 - Train: 10.26% [128300/1251000] [102.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002924] [CE 5.131 (4.905)] [KD 6.719 (6.569)] +2024-10-12 03:21:00,335 - Train: 10.26% [128350/1251000] [102.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002924] [CE 5.166 (4.837)] [KD 6.604 (6.565)] +2024-10-12 03:21:07,792 - Train: 10.26% [128400/1251000] [102.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002923] [CE 5.215 (4.935)] [KD 6.890 (6.759)] +2024-10-12 03:21:15,777 - Train: 10.27% [128450/1251000] [102.7/1000.0] [batch_t 0.149 (0.160)] [data_t 0.003] [optim_t 0.146] [lr 0.002923] [CE 4.979 (4.936)] [KD 6.839 (6.751)] +2024-10-12 03:21:23,365 - Train: 10.27% [128500/1251000] [102.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.002923] [CE 4.656 (4.913)] [KD 6.499 (6.665)] +2024-10-12 03:21:30,992 - Train: 10.28% [128550/1251000] [102.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002923] [CE 4.336 (4.914)] [KD 6.318 (6.623)] +2024-10-12 03:21:38,480 - Train: 10.28% [128600/1251000] [102.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002923] [CE 4.351 (4.885)] [KD 6.126 (6.562)] +2024-10-12 03:21:45,921 - Train: 10.28% [128650/1251000] [102.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002923] [CE 4.798 (4.805)] [KD 6.405 (6.530)] +2024-10-12 03:21:53,330 - Train: 10.29% [128700/1251000] [102.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.003] [optim_t 0.147] [lr 0.002923] [CE 5.197 (4.934)] [KD 6.588 (6.605)] +2024-10-12 03:22:00,993 - Train: 10.29% [128750/1251000] [102.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002923] [CE 4.887 (4.865)] [KD 6.681 (6.664)] +2024-10-12 03:22:08,464 - Train: 10.30% [128800/1251000] [103.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002923] [CE 5.351 (4.884)] [KD 7.154 (6.690)] +2024-10-12 03:22:16,052 - Train: 10.30% [128850/1251000] [103.0/1000.0] [batch_t 0.141 (0.152)] [data_t 0.003] [optim_t 0.137] [lr 0.002923] [CE 4.809 (4.913)] [KD 6.816 (6.707)] +2024-10-12 03:22:16,571 - ==> Total time: 5:35:07 Eta: 2 days, 0:38:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 03:22:25,762 - Train: 10.30% [128900/1251000] [103.0/1000.0] [batch_t 0.151 (0.161)] [data_t 0.007] [optim_t 0.144] [lr 0.002923] [CE 5.011 (4.825)] [KD 6.424 (6.526)] +2024-10-12 03:22:33,452 - Train: 10.31% [128950/1251000] [103.1/1000.0] [batch_t 0.170 (0.154)] [data_t 0.003] [optim_t 0.167] [lr 0.002923] [CE 4.773 (4.852)] [KD 6.297 (6.577)] +2024-10-12 03:22:41,224 - Train: 10.31% [129000/1251000] [103.1/1000.0] [batch_t 0.162 (0.155)] [data_t 0.004] [optim_t 0.158] [lr 0.002923] [CE 4.806 (4.903)] [KD 6.489 (6.535)] +2024-10-12 03:22:49,030 - Train: 10.32% [129050/1251000] [103.2/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.002923] [CE 5.330 (4.897)] [KD 6.874 (6.590)] +2024-10-12 03:22:56,701 - Train: 10.32% [129100/1251000] [103.2/1000.0] [batch_t 0.166 (0.153)] [data_t 0.005] [optim_t 0.161] [lr 0.002923] [CE 4.815 (4.838)] [KD 6.299 (6.564)] +2024-10-12 03:23:04,185 - Train: 10.32% [129150/1251000] [103.2/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.002923] [CE 4.836 (4.909)] [KD 6.657 (6.706)] +2024-10-12 03:23:11,851 - Train: 10.33% [129200/1251000] [103.3/1000.0] [batch_t 0.164 (0.153)] [data_t 0.003] [optim_t 0.161] [lr 0.002923] [CE 4.698 (4.858)] [KD 6.464 (6.641)] +2024-10-12 03:23:19,385 - Train: 10.33% [129250/1251000] [103.3/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.002922] [CE 4.951 (4.910)] [KD 6.766 (6.577)] +2024-10-12 03:23:27,273 - Train: 10.34% [129300/1251000] [103.4/1000.0] [batch_t 0.155 (0.158)] [data_t 0.002] [optim_t 0.152] [lr 0.002922] [CE 4.697 (4.890)] [KD 6.458 (6.560)] +2024-10-12 03:23:34,842 - Train: 10.34% [129350/1251000] [103.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002922] [CE 5.205 (4.786)] [KD 6.570 (6.602)] +2024-10-12 03:23:42,534 - Train: 10.34% [129400/1251000] [103.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002922] [CE 4.889 (4.830)] [KD 6.684 (6.556)] +2024-10-12 03:23:50,120 - Train: 10.35% [129450/1251000] [103.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002922] [CE 5.257 (4.881)] [KD 7.201 (6.667)] +2024-10-12 03:23:57,679 - Train: 10.35% [129500/1251000] [103.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002922] [CE 5.125 (4.899)] [KD 7.017 (6.596)] +2024-10-12 03:24:05,119 - Train: 10.36% [129550/1251000] [103.6/1000.0] [batch_t 0.143 (0.149)] [data_t 0.004] [optim_t 0.139] [lr 0.002922] [CE 4.500 (4.921)] [KD 6.294 (6.481)] +2024-10-12 03:24:12,667 - Train: 10.36% [129600/1251000] [103.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002922] [CE 5.077 (4.927)] [KD 6.760 (6.621)] +2024-10-12 03:24:20,225 - Train: 10.36% [129650/1251000] [103.6/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.002922] [CE 4.961 (4.943)] [KD 6.503 (6.536)] +2024-10-12 03:24:27,923 - Train: 10.37% [129700/1251000] [103.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002922] [CE 4.992 (4.894)] [KD 6.630 (6.597)] +2024-10-12 03:24:35,539 - Train: 10.37% [129750/1251000] [103.7/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002922] [CE 4.840 (4.826)] [KD 6.527 (6.623)] +2024-10-12 03:24:43,166 - Train: 10.38% [129800/1251000] [103.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.002] [optim_t 0.148] [lr 0.002922] [CE 4.626 (4.885)] [KD 6.541 (6.652)] +2024-10-12 03:24:50,752 - Train: 10.38% [129850/1251000] [103.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002922] [CE 5.130 (4.916)] [KD 6.668 (6.665)] +2024-10-12 03:24:58,331 - Train: 10.38% [129900/1251000] [103.8/1000.0] [batch_t 0.258 (0.151)] [data_t 0.005] [optim_t 0.253] [lr 0.002922] [CE 4.825 (4.864)] [KD 6.725 (6.646)] +2024-10-12 03:25:05,863 - Train: 10.39% [129950/1251000] [103.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002922] [CE 5.158 (4.910)] [KD 6.558 (6.657)] +2024-10-12 03:25:13,300 - Train: 10.39% [130000/1251000] [103.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002922] [CE 4.820 (4.849)] [KD 6.353 (6.503)] +2024-10-12 03:25:20,772 - Train: 10.40% [130050/1251000] [104.0/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002922] [CE 4.869 (4.844)] [KD 6.565 (6.607)] +2024-10-12 03:25:28,084 - Train: 10.40% [130100/1251000] [104.0/1000.0] [batch_t 0.138 (0.146)] [data_t 0.003] [optim_t 0.134] [lr 0.002921] [CE 4.625 (4.837)] [KD 6.529 (6.595)] +2024-10-12 03:25:28,642 - ==> Total time: 5:38:19 Eta: 2 days, 0:34:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 03:25:37,834 - Train: 10.40% [130150/1251000] [104.0/1000.0] [batch_t 0.148 (0.162)] [data_t 0.003] [optim_t 0.145] [lr 0.002921] [CE 4.792 (4.884)] [KD 6.572 (6.533)] +2024-10-12 03:25:45,726 - Train: 10.41% [130200/1251000] [104.1/1000.0] [batch_t 0.149 (0.158)] [data_t 0.006] [optim_t 0.144] [lr 0.002921] [CE 4.859 (4.864)] [KD 6.623 (6.498)] +2024-10-12 03:25:53,352 - Train: 10.41% [130250/1251000] [104.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002921] [CE 4.401 (4.894)] [KD 6.731 (6.570)] +2024-10-12 03:26:00,823 - Train: 10.42% [130300/1251000] [104.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002921] [CE 5.022 (4.918)] [KD 6.627 (6.600)] +2024-10-12 03:26:08,615 - Train: 10.42% [130350/1251000] [104.2/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002921] [CE 4.988 (4.897)] [KD 6.979 (6.675)] +2024-10-12 03:26:16,186 - Train: 10.42% [130400/1251000] [104.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002921] [CE 4.940 (4.877)] [KD 6.181 (6.662)] +2024-10-12 03:26:23,637 - Train: 10.43% [130450/1251000] [104.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002921] [CE 5.079 (4.876)] [KD 7.075 (6.637)] +2024-10-12 03:26:31,339 - Train: 10.43% [130500/1251000] [104.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002921] [CE 5.132 (4.883)] [KD 6.472 (6.590)] +2024-10-12 03:26:38,909 - Train: 10.44% [130550/1251000] [104.4/1000.0] [batch_t 0.158 (0.151)] [data_t 0.008] [optim_t 0.151] [lr 0.002921] [CE 4.542 (4.854)] [KD 6.266 (6.585)] +2024-10-12 03:26:46,447 - Train: 10.44% [130600/1251000] [104.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002921] [CE 4.965 (4.909)] [KD 6.577 (6.660)] +2024-10-12 03:26:54,013 - Train: 10.44% [130650/1251000] [104.4/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.002921] [CE 4.878 (4.866)] [KD 6.745 (6.559)] +2024-10-12 03:27:01,654 - Train: 10.45% [130700/1251000] [104.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002921] [CE 4.804 (4.911)] [KD 6.535 (6.612)] +2024-10-12 03:27:09,159 - Train: 10.45% [130750/1251000] [104.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002921] [CE 4.771 (4.846)] [KD 6.678 (6.556)] +2024-10-12 03:27:16,763 - Train: 10.46% [130800/1251000] [104.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002921] [CE 4.814 (4.879)] [KD 6.693 (6.706)] +2024-10-12 03:27:24,186 - Train: 10.46% [130850/1251000] [104.6/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.002921] [CE 5.225 (4.902)] [KD 6.515 (6.684)] +2024-10-12 03:27:31,789 - Train: 10.46% [130900/1251000] [104.6/1000.0] [batch_t 0.142 (0.152)] [data_t 0.004] [optim_t 0.138] [lr 0.002920] [CE 4.608 (4.901)] [KD 6.276 (6.638)] +2024-10-12 03:27:39,322 - Train: 10.47% [130950/1251000] [104.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002920] [CE 5.203 (4.859)] [KD 6.721 (6.633)] +2024-10-12 03:27:46,818 - Train: 10.47% [131000/1251000] [104.7/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.002920] [CE 4.989 (4.909)] [KD 6.470 (6.658)] +2024-10-12 03:27:54,341 - Train: 10.48% [131050/1251000] [104.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002920] [CE 4.821 (4.884)] [KD 6.995 (6.728)] +2024-10-12 03:28:02,086 - Train: 10.48% [131100/1251000] [104.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.002920] [CE 4.626 (4.876)] [KD 6.820 (6.655)] +2024-10-12 03:28:09,645 - Train: 10.48% [131150/1251000] [104.8/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.002920] [CE 4.996 (4.909)] [KD 6.421 (6.668)] +2024-10-12 03:28:17,279 - Train: 10.49% [131200/1251000] [104.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002920] [CE 5.139 (4.909)] [KD 6.562 (6.611)] +2024-10-12 03:28:24,951 - Train: 10.49% [131250/1251000] [104.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002920] [CE 4.714 (4.938)] [KD 6.775 (6.627)] +2024-10-12 03:28:32,414 - Train: 10.50% [131300/1251000] [105.0/1000.0] [batch_t 0.156 (0.149)] [data_t 0.005] [optim_t 0.151] [lr 0.002920] [CE 5.037 (4.925)] [KD 6.630 (6.610)] +2024-10-12 03:28:39,890 - Train: 10.50% [131350/1251000] [105.0/1000.0] [batch_t 0.139 (0.149)] [data_t 0.006] [optim_t 0.133] [lr 0.002920] [CE 5.449 (4.899)] [KD 6.697 (6.685)] +2024-10-12 03:28:46,321 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 29951] [top5_cnt 41535] [top_all 50000] +2024-10-12 03:28:46,321 - net: 59.902 (83.070) +2024-10-12 03:28:52,154 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 33527] [top5_cnt 43852] [top_all 50000] +2024-10-12 03:28:52,155 - net_E: 67.054 (87.704) +2024-10-12 03:28:52,314 - Max [top1: 60.002 (epoch: 100)] [top1-ema: 67.054 (epoch: 105)] +2024-10-12 03:28:52,315 - ==> Total time: 5:41:43 Eta: 2 days, 0:32:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 03:29:02,242 - Train: 10.50% [131400/1251000] [105.0/1000.0] [batch_t 0.144 (0.160)] [data_t 0.004] [optim_t 0.140] [lr 0.002920] [CE 5.166 (4.844)] [KD 6.691 (6.511)] +2024-10-12 03:29:09,844 - Train: 10.51% [131450/1251000] [105.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.002920] [CE 4.663 (4.819)] [KD 6.263 (6.619)] +2024-10-12 03:29:17,424 - Train: 10.51% [131500/1251000] [105.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002920] [CE 4.661 (4.815)] [KD 6.484 (6.540)] +2024-10-12 03:29:25,135 - Train: 10.52% [131550/1251000] [105.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.002920] [CE 5.439 (4.851)] [KD 6.966 (6.573)] +2024-10-12 03:29:32,875 - Train: 10.52% [131600/1251000] [105.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.006] [optim_t 0.144] [lr 0.002920] [CE 5.101 (4.893)] [KD 6.907 (6.749)] +2024-10-12 03:29:40,508 - Train: 10.52% [131650/1251000] [105.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002920] [CE 4.627 (4.880)] [KD 6.290 (6.682)] +2024-10-12 03:29:48,123 - Train: 10.53% [131700/1251000] [105.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002920] [CE 5.304 (4.878)] [KD 6.767 (6.589)] +2024-10-12 03:29:55,711 - Train: 10.53% [131750/1251000] [105.3/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.002919] [CE 5.391 (4.830)] [KD 6.909 (6.602)] +2024-10-12 03:30:03,222 - Train: 10.54% [131800/1251000] [105.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.008] [optim_t 0.144] [lr 0.002919] [CE 4.516 (4.773)] [KD 6.187 (6.616)] +2024-10-12 03:30:10,844 - Train: 10.54% [131850/1251000] [105.4/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.002919] [CE 5.021 (4.886)] [KD 6.673 (6.558)] +2024-10-12 03:30:18,429 - Train: 10.54% [131900/1251000] [105.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.007] [optim_t 0.146] [lr 0.002919] [CE 4.453 (4.836)] [KD 6.266 (6.504)] +2024-10-12 03:30:25,998 - Train: 10.55% [131950/1251000] [105.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002919] [CE 5.154 (4.835)] [KD 6.957 (6.502)] +2024-10-12 03:30:33,557 - Train: 10.55% [132000/1251000] [105.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002919] [CE 4.831 (4.879)] [KD 6.505 (6.582)] +2024-10-12 03:30:41,395 - Train: 10.56% [132050/1251000] [105.6/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.002919] [CE 4.969 (4.801)] [KD 6.501 (6.503)] +2024-10-12 03:30:48,864 - Train: 10.56% [132100/1251000] [105.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002919] [CE 4.628 (4.867)] [KD 6.265 (6.649)] +2024-10-12 03:30:56,594 - Train: 10.56% [132150/1251000] [105.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.007] [optim_t 0.145] [lr 0.002919] [CE 4.857 (4.880)] [KD 6.733 (6.622)] +2024-10-12 03:31:04,124 - Train: 10.57% [132200/1251000] [105.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.002919] [CE 4.945 (4.871)] [KD 6.522 (6.503)] +2024-10-12 03:31:11,614 - Train: 10.57% [132250/1251000] [105.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.002919] [CE 4.781 (4.941)] [KD 6.890 (6.592)] +2024-10-12 03:31:19,096 - Train: 10.58% [132300/1251000] [105.8/1000.0] [batch_t 0.154 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.002919] [CE 4.608 (4.872)] [KD 6.426 (6.588)] +2024-10-12 03:31:26,997 - Train: 10.58% [132350/1251000] [105.8/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.002919] [CE 4.862 (4.813)] [KD 6.678 (6.632)] +2024-10-12 03:31:34,465 - Train: 10.58% [132400/1251000] [105.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002919] [CE 4.901 (4.887)] [KD 6.245 (6.534)] +2024-10-12 03:31:42,250 - Train: 10.59% [132450/1251000] [105.9/1000.0] [batch_t 0.145 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.002919] [CE 5.243 (4.936)] [KD 6.649 (6.624)] +2024-10-12 03:31:49,782 - Train: 10.59% [132500/1251000] [105.9/1000.0] [batch_t 0.153 (0.151)] [data_t 0.006] [optim_t 0.147] [lr 0.002919] [CE 4.942 (4.876)] [KD 6.705 (6.659)] +2024-10-12 03:31:57,311 - Train: 10.60% [132550/1251000] [106.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002918] [CE 4.808 (4.886)] [KD 6.469 (6.670)] +2024-10-12 03:32:04,815 - Train: 10.60% [132600/1251000] [106.0/1000.0] [batch_t 0.141 (0.150)] [data_t 0.004] [optim_t 0.137] [lr 0.002918] [CE 5.033 (4.915)] [KD 6.720 (6.744)] +2024-10-12 03:32:05,651 - ==> Total time: 5:44:56 Eta: 2 days, 0:29:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 03:32:14,389 - Train: 10.60% [132650/1251000] [106.0/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.002918] [CE 4.901 (4.895)] [KD 6.475 (6.523)] +2024-10-12 03:32:21,978 - Train: 10.61% [132700/1251000] [106.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002918] [CE 4.865 (4.885)] [KD 6.850 (6.589)] +2024-10-12 03:32:29,772 - Train: 10.61% [132750/1251000] [106.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.002918] [CE 5.221 (4.850)] [KD 6.519 (6.532)] +2024-10-12 03:32:37,547 - Train: 10.62% [132800/1251000] [106.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.002918] [CE 4.612 (4.826)] [KD 6.577 (6.522)] +2024-10-12 03:32:45,003 - Train: 10.62% [132850/1251000] [106.2/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.002918] [CE 5.235 (4.846)] [KD 6.922 (6.515)] +2024-10-12 03:32:52,782 - Train: 10.62% [132900/1251000] [106.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.002918] [CE 5.065 (4.894)] [KD 6.453 (6.731)] +2024-10-12 03:33:00,199 - Train: 10.63% [132950/1251000] [106.3/1000.0] [batch_t 0.152 (0.148)] [data_t 0.008] [optim_t 0.145] [lr 0.002918] [CE 4.767 (4.880)] [KD 6.740 (6.584)] +2024-10-12 03:33:07,988 - Train: 10.63% [133000/1251000] [106.3/1000.0] [batch_t 0.267 (0.156)] [data_t 0.004] [optim_t 0.263] [lr 0.002918] [CE 4.608 (4.866)] [KD 6.706 (6.597)] +2024-10-12 03:33:15,754 - Train: 10.64% [133050/1251000] [106.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.002918] [CE 4.856 (4.814)] [KD 6.585 (6.592)] +2024-10-12 03:33:23,322 - Train: 10.64% [133100/1251000] [106.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.002918] [CE 4.946 (4.834)] [KD 6.328 (6.520)] +2024-10-12 03:33:30,769 - Train: 10.64% [133150/1251000] [106.4/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.002918] [CE 4.629 (4.878)] [KD 6.604 (6.597)] +2024-10-12 03:33:38,355 - Train: 10.65% [133200/1251000] [106.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002918] [CE 5.312 (4.844)] [KD 6.652 (6.587)] +2024-10-12 03:33:45,860 - Train: 10.65% [133250/1251000] [106.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.002918] [CE 4.675 (4.935)] [KD 6.924 (6.676)] +2024-10-12 03:33:53,727 - Train: 10.66% [133300/1251000] [106.6/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.002918] [CE 5.554 (4.888)] [KD 6.860 (6.644)] +2024-10-12 03:34:01,825 - Train: 10.66% [133350/1251000] [106.6/1000.0] [batch_t 0.147 (0.162)] [data_t 0.003] [optim_t 0.144] [lr 0.002918] [CE 5.174 (4.849)] [KD 6.631 (6.589)] +2024-10-12 03:34:09,364 - Train: 10.66% [133400/1251000] [106.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002917] [CE 5.233 (4.858)] [KD 6.846 (6.658)] +2024-10-12 03:34:16,911 - Train: 10.67% [133450/1251000] [106.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002917] [CE 4.651 (4.876)] [KD 6.371 (6.563)] +2024-10-12 03:34:24,394 - Train: 10.67% [133500/1251000] [106.7/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002917] [CE 4.889 (4.935)] [KD 6.575 (6.585)] +2024-10-12 03:34:32,083 - Train: 10.68% [133550/1251000] [106.8/1000.0] [batch_t 0.262 (0.154)] [data_t 0.004] [optim_t 0.258] [lr 0.002917] [CE 4.672 (4.886)] [KD 6.490 (6.626)] +2024-10-12 03:34:39,907 - Train: 10.68% [133600/1251000] [106.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.002917] [CE 5.104 (4.839)] [KD 6.681 (6.530)] +2024-10-12 03:34:47,476 - Train: 10.68% [133650/1251000] [106.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002917] [CE 5.327 (4.858)] [KD 6.892 (6.576)] +2024-10-12 03:34:54,949 - Train: 10.69% [133700/1251000] [106.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.002917] [CE 4.610 (4.905)] [KD 6.609 (6.538)] +2024-10-12 03:35:02,717 - Train: 10.69% [133750/1251000] [106.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002917] [CE 5.537 (4.948)] [KD 6.865 (6.655)] +2024-10-12 03:35:10,293 - Train: 10.70% [133800/1251000] [107.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002917] [CE 4.995 (4.868)] [KD 6.759 (6.616)] +2024-10-12 03:35:17,829 - Train: 10.70% [133850/1251000] [107.0/1000.0] [batch_t 0.139 (0.151)] [data_t 0.003] [optim_t 0.136] [lr 0.002917] [CE 5.058 (4.892)] [KD 6.869 (6.665)] +2024-10-12 03:35:18,894 - ==> Total time: 5:48:09 Eta: 2 days, 0:25:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 03:35:27,235 - Train: 10.70% [133900/1251000] [107.0/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.002917] [CE 5.194 (4.875)] [KD 6.716 (6.582)] +2024-10-12 03:35:34,806 - Train: 10.71% [133950/1251000] [107.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002917] [CE 4.803 (4.862)] [KD 6.443 (6.508)] +2024-10-12 03:35:42,462 - Train: 10.71% [134000/1251000] [107.1/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002917] [CE 4.276 (4.837)] [KD 6.220 (6.495)] +2024-10-12 03:35:50,014 - Train: 10.72% [134050/1251000] [107.2/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.002917] [CE 4.793 (4.889)] [KD 6.391 (6.525)] +2024-10-12 03:35:57,587 - Train: 10.72% [134100/1251000] [107.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002917] [CE 4.992 (4.781)] [KD 6.569 (6.379)] +2024-10-12 03:36:05,139 - Train: 10.72% [134150/1251000] [107.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002917] [CE 4.795 (4.857)] [KD 6.747 (6.562)] +2024-10-12 03:36:12,705 - Train: 10.73% [134200/1251000] [107.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002916] [CE 4.551 (4.878)] [KD 6.595 (6.583)] +2024-10-12 03:36:20,500 - Train: 10.73% [134250/1251000] [107.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.007] [optim_t 0.143] [lr 0.002916] [CE 4.973 (4.885)] [KD 6.498 (6.558)] +2024-10-12 03:36:27,948 - Train: 10.74% [134300/1251000] [107.4/1000.0] [batch_t 0.152 (0.149)] [data_t 0.009] [optim_t 0.143] [lr 0.002916] [CE 5.012 (4.870)] [KD 6.633 (6.496)] +2024-10-12 03:36:35,520 - Train: 10.74% [134350/1251000] [107.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002916] [CE 4.883 (4.883)] [KD 7.013 (6.644)] +2024-10-12 03:36:43,180 - Train: 10.74% [134400/1251000] [107.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002916] [CE 4.854 (4.845)] [KD 6.475 (6.537)] +2024-10-12 03:36:50,636 - Train: 10.75% [134450/1251000] [107.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002916] [CE 4.773 (4.888)] [KD 6.586 (6.574)] +2024-10-12 03:36:58,111 - Train: 10.75% [134500/1251000] [107.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002916] [CE 4.974 (4.896)] [KD 6.711 (6.559)] +2024-10-12 03:37:05,697 - Train: 10.76% [134550/1251000] [107.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.002916] [CE 4.688 (4.862)] [KD 6.021 (6.551)] +2024-10-12 03:37:13,651 - Train: 10.76% [134600/1251000] [107.6/1000.0] [batch_t 0.157 (0.159)] [data_t 0.005] [optim_t 0.152] [lr 0.002916] [CE 4.301 (4.875)] [KD 6.508 (6.603)] +2024-10-12 03:37:21,252 - Train: 10.76% [134650/1251000] [107.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.002916] [CE 4.842 (4.884)] [KD 6.928 (6.652)] +2024-10-12 03:37:28,841 - Train: 10.77% [134700/1251000] [107.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002916] [CE 4.796 (4.865)] [KD 6.377 (6.645)] +2024-10-12 03:37:36,287 - Train: 10.77% [134750/1251000] [107.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002916] [CE 5.206 (4.933)] [KD 6.900 (6.705)] +2024-10-12 03:37:43,926 - Train: 10.78% [134800/1251000] [107.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002916] [CE 4.652 (4.866)] [KD 6.414 (6.590)] +2024-10-12 03:37:51,537 - Train: 10.78% [134850/1251000] [107.8/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.002916] [CE 4.905 (4.859)] [KD 6.534 (6.580)] +2024-10-12 03:37:59,266 - Train: 10.78% [134900/1251000] [107.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002916] [CE 4.958 (4.879)] [KD 6.852 (6.577)] +2024-10-12 03:38:06,913 - Train: 10.79% [134950/1251000] [107.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.006] [optim_t 0.146] [lr 0.002916] [CE 5.000 (4.813)] [KD 6.506 (6.574)] +2024-10-12 03:38:14,572 - Train: 10.79% [135000/1251000] [107.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002915] [CE 4.924 (4.821)] [KD 6.392 (6.419)] +2024-10-12 03:38:22,222 - Train: 10.80% [135050/1251000] [108.0/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.002915] [CE 4.866 (4.859)] [KD 6.809 (6.518)] +2024-10-12 03:38:29,957 - Train: 10.80% [135100/1251000] [108.0/1000.0] [batch_t 0.259 (0.155)] [data_t 0.004] [optim_t 0.255] [lr 0.002915] [CE 4.814 (4.902)] [KD 6.982 (6.662)] +2024-10-12 03:38:31,075 - ==> Total time: 5:51:22 Eta: 2 days, 0:22:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 03:38:39,555 - Train: 10.80% [135150/1251000] [108.0/1000.0] [batch_t 0.151 (0.161)] [data_t 0.003] [optim_t 0.148] [lr 0.002915] [CE 5.056 (4.906)] [KD 7.066 (6.689)] +2024-10-12 03:38:47,048 - Train: 10.81% [135200/1251000] [108.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002915] [CE 4.671 (4.941)] [KD 6.513 (6.723)] +2024-10-12 03:38:54,888 - Train: 10.81% [135250/1251000] [108.1/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.002915] [CE 4.744 (4.925)] [KD 6.591 (6.636)] +2024-10-12 03:39:02,372 - Train: 10.82% [135300/1251000] [108.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002915] [CE 5.081 (4.866)] [KD 6.627 (6.635)] +2024-10-12 03:39:10,017 - Train: 10.82% [135350/1251000] [108.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002915] [CE 5.222 (4.974)] [KD 6.362 (6.686)] +2024-10-12 03:39:17,431 - Train: 10.82% [135400/1251000] [108.2/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.002915] [CE 4.689 (4.838)] [KD 6.444 (6.504)] +2024-10-12 03:39:24,971 - Train: 10.83% [135450/1251000] [108.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.002915] [CE 4.783 (4.862)] [KD 6.162 (6.498)] +2024-10-12 03:39:32,402 - Train: 10.83% [135500/1251000] [108.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002915] [CE 4.709 (4.854)] [KD 6.625 (6.600)] +2024-10-12 03:39:40,253 - Train: 10.84% [135550/1251000] [108.4/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.002915] [CE 4.687 (4.851)] [KD 6.611 (6.630)] +2024-10-12 03:39:47,683 - Train: 10.84% [135600/1251000] [108.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.002915] [CE 4.809 (4.950)] [KD 6.512 (6.667)] +2024-10-12 03:39:55,540 - Train: 10.84% [135650/1251000] [108.4/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.002915] [CE 4.764 (4.921)] [KD 6.604 (6.697)] +2024-10-12 03:40:03,057 - Train: 10.85% [135700/1251000] [108.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002915] [CE 4.137 (4.839)] [KD 6.343 (6.665)] +2024-10-12 03:40:10,644 - Train: 10.85% [135750/1251000] [108.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002915] [CE 5.433 (4.952)] [KD 6.719 (6.764)] +2024-10-12 03:40:18,186 - Train: 10.86% [135800/1251000] [108.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002914] [CE 5.010 (4.907)] [KD 6.284 (6.672)] +2024-10-12 03:40:25,611 - Train: 10.86% [135850/1251000] [108.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.002914] [CE 4.588 (4.888)] [KD 6.535 (6.656)] +2024-10-12 03:40:33,068 - Train: 10.86% [135900/1251000] [108.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002914] [CE 4.704 (4.826)] [KD 6.561 (6.538)] +2024-10-12 03:40:40,909 - Train: 10.87% [135950/1251000] [108.7/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.002914] [CE 4.519 (4.853)] [KD 6.248 (6.530)] +2024-10-12 03:40:48,455 - Train: 10.87% [136000/1251000] [108.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002914] [CE 5.142 (4.863)] [KD 6.552 (6.601)] +2024-10-12 03:40:56,021 - Train: 10.88% [136050/1251000] [108.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002914] [CE 4.875 (4.810)] [KD 6.800 (6.579)] +2024-10-12 03:41:03,750 - Train: 10.88% [136100/1251000] [108.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002914] [CE 4.877 (4.840)] [KD 6.807 (6.607)] +2024-10-12 03:41:11,287 - Train: 10.88% [136150/1251000] [108.8/1000.0] [batch_t 0.142 (0.151)] [data_t 0.003] [optim_t 0.139] [lr 0.002914] [CE 5.413 (4.913)] [KD 6.788 (6.674)] +2024-10-12 03:41:18,822 - Train: 10.89% [136200/1251000] [108.9/1000.0] [batch_t 0.142 (0.151)] [data_t 0.003] [optim_t 0.139] [lr 0.002914] [CE 4.896 (4.900)] [KD 6.628 (6.622)] +2024-10-12 03:41:26,389 - Train: 10.89% [136250/1251000] [108.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002914] [CE 4.826 (4.879)] [KD 6.585 (6.609)] +2024-10-12 03:41:33,831 - Train: 10.90% [136300/1251000] [109.0/1000.0] [batch_t 0.155 (0.149)] [data_t 0.003] [optim_t 0.153] [lr 0.002914] [CE 4.944 (4.833)] [KD 6.673 (6.552)] +2024-10-12 03:41:41,620 - Train: 10.90% [136350/1251000] [109.0/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.002914] [CE 4.994 (4.876)] [KD 6.612 (6.603)] +2024-10-12 03:41:43,014 - ==> Total time: 5:54:34 Eta: 2 days, 0:18:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 03:41:51,154 - Train: 10.90% [136400/1251000] [109.0/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.002914] [CE 5.251 (4.820)] [KD 6.929 (6.496)] +2024-10-12 03:41:58,563 - Train: 10.91% [136450/1251000] [109.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002914] [CE 4.786 (4.867)] [KD 6.598 (6.662)] +2024-10-12 03:42:06,502 - Train: 10.91% [136500/1251000] [109.1/1000.0] [batch_t 0.153 (0.159)] [data_t 0.006] [optim_t 0.147] [lr 0.002914] [CE 4.889 (4.825)] [KD 6.563 (6.546)] +2024-10-12 03:42:14,230 - Train: 10.92% [136550/1251000] [109.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002914] [CE 4.838 (4.851)] [KD 6.355 (6.517)] +2024-10-12 03:42:21,687 - Train: 10.92% [136600/1251000] [109.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002913] [CE 4.740 (4.856)] [KD 6.355 (6.603)] +2024-10-12 03:42:29,254 - Train: 10.92% [136650/1251000] [109.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002913] [CE 5.187 (4.842)] [KD 6.846 (6.563)] +2024-10-12 03:42:36,663 - Train: 10.93% [136700/1251000] [109.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002913] [CE 5.073 (4.904)] [KD 6.769 (6.640)] +2024-10-12 03:42:44,071 - Train: 10.93% [136750/1251000] [109.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002913] [CE 4.840 (4.844)] [KD 6.306 (6.514)] +2024-10-12 03:42:51,946 - Train: 10.94% [136800/1251000] [109.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.002913] [CE 4.609 (4.942)] [KD 6.438 (6.687)] +2024-10-12 03:42:59,403 - Train: 10.94% [136850/1251000] [109.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002913] [CE 5.190 (4.937)] [KD 6.647 (6.566)] +2024-10-12 03:43:07,279 - Train: 10.94% [136900/1251000] [109.4/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.002913] [CE 4.808 (4.928)] [KD 6.773 (6.604)] +2024-10-12 03:43:14,890 - Train: 10.95% [136950/1251000] [109.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.002913] [CE 4.734 (4.878)] [KD 6.496 (6.531)] +2024-10-12 03:43:22,480 - Train: 10.95% [137000/1251000] [109.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002913] [CE 5.121 (4.869)] [KD 6.826 (6.717)] +2024-10-12 03:43:29,871 - Train: 10.96% [137050/1251000] [109.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002913] [CE 5.028 (4.809)] [KD 6.520 (6.586)] +2024-10-12 03:43:37,373 - Train: 10.96% [137100/1251000] [109.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.002913] [CE 4.623 (4.944)] [KD 6.697 (6.667)] +2024-10-12 03:43:44,838 - Train: 10.96% [137150/1251000] [109.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002913] [CE 4.977 (4.889)] [KD 6.500 (6.651)] +2024-10-12 03:43:52,317 - Train: 10.97% [137200/1251000] [109.7/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.002913] [CE 5.230 (4.874)] [KD 6.795 (6.539)] +2024-10-12 03:44:00,008 - Train: 10.97% [137250/1251000] [109.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.002913] [CE 4.842 (4.874)] [KD 6.508 (6.622)] +2024-10-12 03:44:07,710 - Train: 10.98% [137300/1251000] [109.8/1000.0] [batch_t 0.144 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.002913] [CE 4.937 (4.916)] [KD 6.388 (6.568)] +2024-10-12 03:44:15,286 - Train: 10.98% [137350/1251000] [109.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002913] [CE 4.690 (4.778)] [KD 6.789 (6.591)] +2024-10-12 03:44:22,898 - Train: 10.98% [137400/1251000] [109.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002912] [CE 5.177 (4.916)] [KD 6.720 (6.556)] +2024-10-12 03:44:30,335 - Train: 10.99% [137450/1251000] [109.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002912] [CE 5.057 (4.875)] [KD 6.514 (6.591)] +2024-10-12 03:44:37,953 - Train: 10.99% [137500/1251000] [109.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.002912] [CE 5.093 (4.879)] [KD 6.488 (6.622)] +2024-10-12 03:44:45,344 - Train: 11.00% [137550/1251000] [110.0/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002912] [CE 5.106 (4.850)] [KD 6.709 (6.544)] +2024-10-12 03:44:52,733 - Train: 11.00% [137600/1251000] [110.0/1000.0] [batch_t 0.137 (0.148)] [data_t 0.004] [optim_t 0.133] [lr 0.002912] [CE 5.101 (4.883)] [KD 6.564 (6.526)] +2024-10-12 03:44:59,788 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 28349] [top5_cnt 40393] [top_all 50000] +2024-10-12 03:44:59,788 - net: 56.698 (80.786) +2024-10-12 03:45:05,819 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 33640] [top5_cnt 43887] [top_all 50000] +2024-10-12 03:45:05,820 - net_E: 67.280 (87.774) +2024-10-12 03:45:05,990 - Max [top1: 60.002 (epoch: 100)] [top1-ema: 67.280 (epoch: 110)] +2024-10-12 03:45:05,990 - ==> Total time: 5:57:57 Eta: 2 days, 0:16:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 03:45:14,945 - Train: 11.00% [137650/1251000] [110.0/1000.0] [batch_t 0.145 (0.163)] [data_t 0.004] [optim_t 0.141] [lr 0.002912] [CE 4.972 (4.806)] [KD 6.820 (6.542)] +2024-10-12 03:45:22,794 - Train: 11.01% [137700/1251000] [110.1/1000.0] [batch_t 0.146 (0.157)] [data_t 0.003] [optim_t 0.143] [lr 0.002912] [CE 5.240 (4.847)] [KD 6.879 (6.537)] +2024-10-12 03:45:30,371 - Train: 11.01% [137750/1251000] [110.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002912] [CE 4.832 (4.841)] [KD 6.437 (6.530)] +2024-10-12 03:45:37,886 - Train: 11.02% [137800/1251000] [110.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002912] [CE 4.950 (4.820)] [KD 6.795 (6.472)] +2024-10-12 03:45:45,532 - Train: 11.02% [137850/1251000] [110.2/1000.0] [batch_t 0.166 (0.153)] [data_t 0.005] [optim_t 0.161] [lr 0.002912] [CE 4.995 (4.888)] [KD 6.205 (6.616)] +2024-10-12 03:45:53,127 - Train: 11.02% [137900/1251000] [110.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.002912] [CE 4.332 (4.905)] [KD 5.923 (6.590)] +2024-10-12 03:46:00,920 - Train: 11.03% [137950/1251000] [110.3/1000.0] [batch_t 0.154 (0.156)] [data_t 0.006] [optim_t 0.148] [lr 0.002912] [CE 4.491 (4.846)] [KD 6.286 (6.559)] +2024-10-12 03:46:08,717 - Train: 11.03% [138000/1251000] [110.3/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.002912] [CE 4.610 (4.885)] [KD 6.709 (6.598)] +2024-10-12 03:46:16,472 - Train: 11.04% [138050/1251000] [110.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.002912] [CE 4.358 (4.796)] [KD 6.129 (6.536)] +2024-10-12 03:46:23,952 - Train: 11.04% [138100/1251000] [110.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002912] [CE 5.027 (4.885)] [KD 6.741 (6.657)] +2024-10-12 03:46:31,572 - Train: 11.04% [138150/1251000] [110.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002912] [CE 5.107 (4.962)] [KD 6.915 (6.624)] +2024-10-12 03:46:39,168 - Train: 11.05% [138200/1251000] [110.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002911] [CE 4.781 (4.872)] [KD 6.274 (6.540)] +2024-10-12 03:46:46,829 - Train: 11.05% [138250/1251000] [110.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002911] [CE 5.042 (4.867)] [KD 6.624 (6.570)] +2024-10-12 03:46:54,458 - Train: 11.06% [138300/1251000] [110.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002911] [CE 5.066 (4.871)] [KD 6.816 (6.660)] +2024-10-12 03:47:02,221 - Train: 11.06% [138350/1251000] [110.6/1000.0] [batch_t 0.168 (0.155)] [data_t 0.004] [optim_t 0.163] [lr 0.002911] [CE 4.998 (4.859)] [KD 6.890 (6.648)] +2024-10-12 03:47:09,767 - Train: 11.06% [138400/1251000] [110.6/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.002911] [CE 4.916 (4.922)] [KD 6.534 (6.726)] +2024-10-12 03:47:17,313 - Train: 11.07% [138450/1251000] [110.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002911] [CE 4.885 (4.862)] [KD 6.879 (6.684)] +2024-10-12 03:47:25,056 - Train: 11.07% [138500/1251000] [110.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002911] [CE 4.962 (4.930)] [KD 6.645 (6.702)] +2024-10-12 03:47:32,827 - Train: 11.08% [138550/1251000] [110.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002911] [CE 5.094 (4.829)] [KD 6.595 (6.714)] +2024-10-12 03:47:40,433 - Train: 11.08% [138600/1251000] [110.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.002911] [CE 4.917 (4.902)] [KD 6.406 (6.617)] +2024-10-12 03:47:48,233 - Train: 11.08% [138650/1251000] [110.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.006] [optim_t 0.146] [lr 0.002911] [CE 4.723 (4.858)] [KD 6.170 (6.622)] +2024-10-12 03:47:55,714 - Train: 11.09% [138700/1251000] [110.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002911] [CE 5.007 (4.847)] [KD 6.332 (6.556)] +2024-10-12 03:48:03,370 - Train: 11.09% [138750/1251000] [110.9/1000.0] [batch_t 0.158 (0.153)] [data_t 0.005] [optim_t 0.153] [lr 0.002911] [CE 4.579 (4.952)] [KD 6.722 (6.622)] +2024-10-12 03:48:10,939 - Train: 11.10% [138800/1251000] [111.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002911] [CE 4.995 (4.909)] [KD 6.857 (6.661)] +2024-10-12 03:48:18,723 - Train: 11.10% [138850/1251000] [111.0/1000.0] [batch_t 0.146 (0.156)] [data_t 0.002] [optim_t 0.143] [lr 0.002911] [CE 4.963 (4.950)] [KD 6.591 (6.671)] +2024-10-12 03:48:20,296 - ==> Total time: 6:01:11 Eta: 2 days, 0:12:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 03:48:28,625 - Train: 11.10% [138900/1251000] [111.0/1000.0] [batch_t 0.147 (0.168)] [data_t 0.005] [optim_t 0.142] [lr 0.002911] [CE 4.821 (4.913)] [KD 6.773 (6.618)] +2024-10-12 03:48:36,228 - Train: 11.11% [138950/1251000] [111.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002911] [CE 4.746 (4.898)] [KD 6.707 (6.653)] +2024-10-12 03:48:43,756 - Train: 11.11% [139000/1251000] [111.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002910] [CE 5.026 (4.908)] [KD 6.985 (6.595)] +2024-10-12 03:48:51,325 - Train: 11.12% [139050/1251000] [111.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002910] [CE 4.911 (4.869)] [KD 6.622 (6.616)] +2024-10-12 03:48:58,793 - Train: 11.12% [139100/1251000] [111.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002910] [CE 4.106 (4.868)] [KD 6.376 (6.531)] +2024-10-12 03:49:06,378 - Train: 11.12% [139150/1251000] [111.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.002910] [CE 5.031 (4.915)] [KD 6.804 (6.559)] +2024-10-12 03:49:13,948 - Train: 11.13% [139200/1251000] [111.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002910] [CE 4.830 (4.866)] [KD 6.732 (6.564)] +2024-10-12 03:49:21,602 - Train: 11.13% [139250/1251000] [111.3/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.002910] [CE 5.098 (4.831)] [KD 6.864 (6.515)] +2024-10-12 03:49:29,186 - Train: 11.14% [139300/1251000] [111.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002910] [CE 4.436 (4.860)] [KD 6.561 (6.564)] +2024-10-12 03:49:36,973 - Train: 11.14% [139350/1251000] [111.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.002910] [CE 4.757 (4.941)] [KD 6.391 (6.601)] +2024-10-12 03:49:44,596 - Train: 11.14% [139400/1251000] [111.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002910] [CE 5.128 (4.834)] [KD 6.774 (6.523)] +2024-10-12 03:49:52,141 - Train: 11.15% [139450/1251000] [111.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.002910] [CE 4.656 (4.839)] [KD 6.761 (6.521)] +2024-10-12 03:49:59,759 - Train: 11.15% [139500/1251000] [111.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002910] [CE 4.612 (4.878)] [KD 6.305 (6.713)] +2024-10-12 03:50:07,307 - Train: 11.16% [139550/1251000] [111.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.002910] [CE 5.113 (4.910)] [KD 6.514 (6.627)] +2024-10-12 03:50:14,835 - Train: 11.16% [139600/1251000] [111.6/1000.0] [batch_t 0.152 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.002910] [CE 4.707 (4.855)] [KD 6.216 (6.584)] +2024-10-12 03:50:22,412 - Train: 11.16% [139650/1251000] [111.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002910] [CE 5.014 (4.917)] [KD 6.733 (6.515)] +2024-10-12 03:50:29,959 - Train: 11.17% [139700/1251000] [111.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002910] [CE 5.458 (4.844)] [KD 6.963 (6.596)] +2024-10-12 03:50:37,694 - Train: 11.17% [139750/1251000] [111.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.002909] [CE 5.067 (4.837)] [KD 6.719 (6.599)] +2024-10-12 03:50:45,429 - Train: 11.18% [139800/1251000] [111.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.002909] [CE 4.568 (4.870)] [KD 6.169 (6.436)] +2024-10-12 03:50:52,871 - Train: 11.18% [139850/1251000] [111.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.002909] [CE 4.880 (4.863)] [KD 6.351 (6.643)] +2024-10-12 03:51:00,468 - Train: 11.18% [139900/1251000] [111.8/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.002909] [CE 4.529 (4.892)] [KD 6.380 (6.619)] +2024-10-12 03:51:08,098 - Train: 11.19% [139950/1251000] [111.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002909] [CE 4.647 (4.869)] [KD 6.451 (6.669)] +2024-10-12 03:51:15,545 - Train: 11.19% [140000/1251000] [111.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002909] [CE 5.098 (4.836)] [KD 6.589 (6.651)] +2024-10-12 03:51:23,247 - Train: 11.20% [140050/1251000] [112.0/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002909] [CE 4.888 (4.866)] [KD 6.609 (6.570)] +2024-10-12 03:51:30,889 - Train: 11.20% [140100/1251000] [112.0/1000.0] [batch_t 0.143 (0.153)] [data_t 0.005] [optim_t 0.138] [lr 0.002909] [CE 5.028 (4.829)] [KD 6.816 (6.569)] +2024-10-12 03:51:32,575 - ==> Total time: 6:04:23 Eta: 2 days, 0:09:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 03:51:40,730 - Train: 11.20% [140150/1251000] [112.0/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.002909] [CE 4.668 (4.836)] [KD 6.414 (6.677)] +2024-10-12 03:51:48,428 - Train: 11.21% [140200/1251000] [112.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002909] [CE 4.382 (4.838)] [KD 6.297 (6.489)] +2024-10-12 03:51:55,880 - Train: 11.21% [140250/1251000] [112.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002909] [CE 4.935 (4.873)] [KD 6.401 (6.623)] +2024-10-12 03:52:03,598 - Train: 11.22% [140300/1251000] [112.2/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.002909] [CE 4.975 (4.900)] [KD 7.145 (6.588)] +2024-10-12 03:52:11,035 - Train: 11.22% [140350/1251000] [112.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002909] [CE 5.233 (4.848)] [KD 6.768 (6.592)] +2024-10-12 03:52:18,665 - Train: 11.22% [140400/1251000] [112.2/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002909] [CE 5.056 (4.898)] [KD 6.595 (6.593)] +2024-10-12 03:52:26,667 - Train: 11.23% [140450/1251000] [112.3/1000.0] [batch_t 0.150 (0.160)] [data_t 0.006] [optim_t 0.145] [lr 0.002909] [CE 5.082 (4.897)] [KD 6.257 (6.635)] +2024-10-12 03:52:34,091 - Train: 11.23% [140500/1251000] [112.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002909] [CE 4.760 (4.841)] [KD 6.500 (6.565)] +2024-10-12 03:52:41,555 - Train: 11.24% [140550/1251000] [112.4/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002908] [CE 5.197 (4.892)] [KD 6.659 (6.553)] +2024-10-12 03:52:49,108 - Train: 11.24% [140600/1251000] [112.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002908] [CE 4.378 (4.798)] [KD 6.680 (6.572)] +2024-10-12 03:52:56,643 - Train: 11.24% [140650/1251000] [112.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002908] [CE 4.898 (4.796)] [KD 6.567 (6.477)] +2024-10-12 03:53:04,177 - Train: 11.25% [140700/1251000] [112.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002908] [CE 5.395 (4.841)] [KD 7.144 (6.610)] +2024-10-12 03:53:11,756 - Train: 11.25% [140750/1251000] [112.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002908] [CE 5.500 (4.888)] [KD 6.649 (6.604)] +2024-10-12 03:53:19,183 - Train: 11.25% [140800/1251000] [112.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002908] [CE 4.855 (4.847)] [KD 6.728 (6.565)] +2024-10-12 03:53:26,850 - Train: 11.26% [140850/1251000] [112.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.002908] [CE 4.923 (4.906)] [KD 6.686 (6.573)] +2024-10-12 03:53:34,490 - Train: 11.26% [140900/1251000] [112.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002908] [CE 4.489 (4.927)] [KD 6.480 (6.693)] +2024-10-12 03:53:41,895 - Train: 11.27% [140950/1251000] [112.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002908] [CE 5.014 (4.871)] [KD 6.790 (6.548)] +2024-10-12 03:53:49,411 - Train: 11.27% [141000/1251000] [112.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002908] [CE 4.862 (4.808)] [KD 6.777 (6.423)] +2024-10-12 03:53:57,144 - Train: 11.27% [141050/1251000] [112.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.002908] [CE 4.151 (4.889)] [KD 6.224 (6.551)] +2024-10-12 03:54:04,604 - Train: 11.28% [141100/1251000] [112.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002908] [CE 4.780 (4.910)] [KD 6.580 (6.656)] +2024-10-12 03:54:12,365 - Train: 11.28% [141150/1251000] [112.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.002908] [CE 4.926 (4.882)] [KD 6.797 (6.623)] +2024-10-12 03:54:19,837 - Train: 11.29% [141200/1251000] [112.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002908] [CE 5.039 (4.877)] [KD 6.726 (6.615)] +2024-10-12 03:54:27,533 - Train: 11.29% [141250/1251000] [112.9/1000.0] [batch_t 0.261 (0.154)] [data_t 0.003] [optim_t 0.258] [lr 0.002908] [CE 4.753 (4.894)] [KD 6.340 (6.549)] +2024-10-12 03:54:35,355 - Train: 11.29% [141300/1251000] [112.9/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.002907] [CE 4.889 (4.882)] [KD 6.677 (6.523)] +2024-10-12 03:54:42,962 - Train: 11.30% [141350/1251000] [113.0/1000.0] [batch_t 0.142 (0.152)] [data_t 0.004] [optim_t 0.138] [lr 0.002907] [CE 4.944 (4.851)] [KD 6.781 (6.581)] +2024-10-12 03:54:44,790 - ==> Total time: 6:07:35 Eta: 2 days, 0:05:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 03:54:52,317 - Train: 11.30% [141400/1251000] [113.0/1000.0] [batch_t 0.158 (0.160)] [data_t 0.005] [optim_t 0.153] [lr 0.002907] [CE 4.838 (4.802)] [KD 6.674 (6.535)] +2024-10-12 03:55:00,033 - Train: 11.31% [141450/1251000] [113.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002907] [CE 4.365 (4.864)] [KD 6.545 (6.607)] +2024-10-12 03:55:07,648 - Train: 11.31% [141500/1251000] [113.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.002907] [CE 5.330 (4.941)] [KD 6.513 (6.558)] +2024-10-12 03:55:15,128 - Train: 11.31% [141550/1251000] [113.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002907] [CE 4.648 (4.952)] [KD 6.567 (6.635)] +2024-10-12 03:55:22,905 - Train: 11.32% [141600/1251000] [113.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002907] [CE 4.858 (4.787)] [KD 6.771 (6.611)] +2024-10-12 03:55:30,384 - Train: 11.32% [141650/1251000] [113.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002907] [CE 4.189 (4.882)] [KD 6.444 (6.656)] +2024-10-12 03:55:38,182 - Train: 11.33% [141700/1251000] [113.3/1000.0] [batch_t 0.163 (0.156)] [data_t 0.003] [optim_t 0.160] [lr 0.002907] [CE 4.749 (4.825)] [KD 6.456 (6.527)] +2024-10-12 03:55:45,950 - Train: 11.33% [141750/1251000] [113.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.002907] [CE 5.001 (4.837)] [KD 6.898 (6.696)] +2024-10-12 03:55:53,411 - Train: 11.33% [141800/1251000] [113.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002907] [CE 4.832 (4.865)] [KD 6.845 (6.621)] +2024-10-12 03:56:00,846 - Train: 11.34% [141850/1251000] [113.4/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.002907] [CE 5.125 (4.858)] [KD 6.781 (6.624)] +2024-10-12 03:56:08,532 - Train: 11.34% [141900/1251000] [113.4/1000.0] [batch_t 0.144 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.002907] [CE 5.036 (4.811)] [KD 6.900 (6.533)] +2024-10-12 03:56:15,945 - Train: 11.35% [141950/1251000] [113.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002907] [CE 5.354 (4.879)] [KD 6.747 (6.576)] +2024-10-12 03:56:23,597 - Train: 11.35% [142000/1251000] [113.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002907] [CE 5.208 (4.940)] [KD 6.474 (6.703)] +2024-10-12 03:56:31,005 - Train: 11.35% [142050/1251000] [113.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002907] [CE 4.743 (4.920)] [KD 6.204 (6.532)] +2024-10-12 03:56:38,374 - Train: 11.36% [142100/1251000] [113.6/1000.0] [batch_t 0.150 (0.147)] [data_t 0.004] [optim_t 0.145] [lr 0.002906] [CE 4.923 (4.785)] [KD 6.631 (6.538)] +2024-10-12 03:56:46,258 - Train: 11.36% [142150/1251000] [113.6/1000.0] [batch_t 0.148 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.002906] [CE 4.962 (4.836)] [KD 6.610 (6.548)] +2024-10-12 03:56:53,829 - Train: 11.37% [142200/1251000] [113.7/1000.0] [batch_t 0.160 (0.151)] [data_t 0.005] [optim_t 0.155] [lr 0.002906] [CE 4.984 (4.891)] [KD 6.642 (6.547)] +2024-10-12 03:57:01,288 - Train: 11.37% [142250/1251000] [113.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002906] [CE 5.081 (4.875)] [KD 6.579 (6.561)] +2024-10-12 03:57:08,909 - Train: 11.37% [142300/1251000] [113.7/1000.0] [batch_t 0.264 (0.152)] [data_t 0.006] [optim_t 0.258] [lr 0.002906] [CE 5.074 (4.854)] [KD 6.712 (6.525)] +2024-10-12 03:57:16,404 - Train: 11.38% [142350/1251000] [113.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002906] [CE 4.230 (4.875)] [KD 6.069 (6.485)] +2024-10-12 03:57:23,859 - Train: 11.38% [142400/1251000] [113.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002906] [CE 4.847 (4.859)] [KD 6.585 (6.524)] +2024-10-12 03:57:31,640 - Train: 11.39% [142450/1251000] [113.9/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002906] [CE 5.010 (4.934)] [KD 6.929 (6.636)] +2024-10-12 03:57:39,123 - Train: 11.39% [142500/1251000] [113.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002906] [CE 5.462 (4.915)] [KD 6.617 (6.689)] +2024-10-12 03:57:46,822 - Train: 11.39% [142550/1251000] [113.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.002906] [CE 5.127 (4.884)] [KD 6.682 (6.628)] +2024-10-12 03:57:54,459 - Train: 11.40% [142600/1251000] [114.0/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002906] [CE 4.898 (4.826)] [KD 6.206 (6.464)] +2024-10-12 03:57:56,416 - ==> Total time: 6:10:47 Eta: 2 days, 0:01:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 03:58:04,146 - Train: 11.40% [142650/1251000] [114.0/1000.0] [batch_t 0.148 (0.165)] [data_t 0.005] [optim_t 0.143] [lr 0.002906] [CE 5.239 (4.782)] [KD 6.458 (6.449)] +2024-10-12 03:58:11,650 - Train: 11.41% [142700/1251000] [114.1/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002906] [CE 5.171 (4.808)] [KD 7.085 (6.502)] +2024-10-12 03:58:19,134 - Train: 11.41% [142750/1251000] [114.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.002906] [CE 4.680 (4.886)] [KD 6.334 (6.585)] +2024-10-12 03:58:26,866 - Train: 11.41% [142800/1251000] [114.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002906] [CE 4.737 (4.927)] [KD 6.306 (6.628)] +2024-10-12 03:58:34,651 - Train: 11.42% [142850/1251000] [114.2/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.002905] [CE 4.774 (4.831)] [KD 6.529 (6.480)] +2024-10-12 03:58:42,479 - Train: 11.42% [142900/1251000] [114.2/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.002905] [CE 5.260 (4.844)] [KD 6.532 (6.578)] +2024-10-12 03:58:50,138 - Train: 11.43% [142950/1251000] [114.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.002905] [CE 4.453 (4.906)] [KD 6.543 (6.550)] +2024-10-12 03:58:57,749 - Train: 11.43% [143000/1251000] [114.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.002905] [CE 5.090 (4.856)] [KD 6.725 (6.495)] +2024-10-12 03:59:05,189 - Train: 11.43% [143050/1251000] [114.3/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.151] [lr 0.002905] [CE 4.817 (4.898)] [KD 6.392 (6.563)] +2024-10-12 03:59:12,902 - Train: 11.44% [143100/1251000] [114.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002905] [CE 5.225 (4.963)] [KD 6.667 (6.599)] +2024-10-12 03:59:20,554 - Train: 11.44% [143150/1251000] [114.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.007] [optim_t 0.144] [lr 0.002905] [CE 5.068 (4.887)] [KD 6.504 (6.493)] +2024-10-12 03:59:28,127 - Train: 11.45% [143200/1251000] [114.5/1000.0] [batch_t 0.157 (0.151)] [data_t 0.007] [optim_t 0.150] [lr 0.002905] [CE 4.758 (4.843)] [KD 6.645 (6.570)] +2024-10-12 03:59:35,909 - Train: 11.45% [143250/1251000] [114.5/1000.0] [batch_t 0.146 (0.156)] [data_t 0.006] [optim_t 0.141] [lr 0.002905] [CE 4.685 (4.894)] [KD 6.414 (6.566)] +2024-10-12 03:59:43,475 - Train: 11.45% [143300/1251000] [114.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.002905] [CE 5.094 (4.901)] [KD 6.836 (6.626)] +2024-10-12 03:59:50,924 - Train: 11.46% [143350/1251000] [114.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002905] [CE 4.561 (4.833)] [KD 6.885 (6.625)] +2024-10-12 03:59:58,466 - Train: 11.46% [143400/1251000] [114.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002905] [CE 4.972 (4.857)] [KD 6.798 (6.647)] +2024-10-12 04:00:06,158 - Train: 11.47% [143450/1251000] [114.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.002905] [CE 4.888 (4.847)] [KD 6.799 (6.679)] +2024-10-12 04:00:13,744 - Train: 11.47% [143500/1251000] [114.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002905] [CE 5.257 (4.895)] [KD 6.590 (6.634)] +2024-10-12 04:00:21,181 - Train: 11.47% [143550/1251000] [114.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002905] [CE 4.866 (4.880)] [KD 6.315 (6.470)] +2024-10-12 04:00:28,643 - Train: 11.48% [143600/1251000] [114.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.002904] [CE 4.684 (4.783)] [KD 6.221 (6.635)] +2024-10-12 04:00:36,296 - Train: 11.48% [143650/1251000] [114.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.007] [optim_t 0.142] [lr 0.002904] [CE 4.879 (4.839)] [KD 6.928 (6.630)] +2024-10-12 04:00:44,096 - Train: 11.49% [143700/1251000] [114.9/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.002904] [CE 4.456 (4.871)] [KD 6.363 (6.586)] +2024-10-12 04:00:51,776 - Train: 11.49% [143750/1251000] [114.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002904] [CE 4.687 (4.942)] [KD 6.525 (6.764)] +2024-10-12 04:00:59,452 - Train: 11.49% [143800/1251000] [114.9/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.002904] [CE 5.030 (4.843)] [KD 6.748 (6.675)] +2024-10-12 04:01:07,078 - Train: 11.50% [143850/1251000] [115.0/1000.0] [batch_t 0.154 (0.152)] [data_t 0.010] [optim_t 0.144] [lr 0.002904] [CE 5.579 (4.869)] [KD 6.990 (6.599)] +2024-10-12 04:01:14,813 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 28876] [top5_cnt 40680] [top_all 50000] +2024-10-12 04:01:14,813 - net: 57.752 (81.360) +2024-10-12 04:01:20,542 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 33621] [top5_cnt 43940] [top_all 50000] +2024-10-12 04:01:20,542 - net_E: 67.242 (87.880) +2024-10-12 04:01:20,691 - Max [top1: 60.002 (epoch: 100)] [top1-ema: 67.280 (epoch: 110)] +2024-10-12 04:01:20,692 - ==> Total time: 6:14:11 Eta: 1 day, 23:59:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 04:01:27,944 - Train: 11.50% [143900/1251000] [115.0/1000.0] [batch_t 0.151 (0.162)] [data_t 0.004] [optim_t 0.148] [lr 0.002904] [CE 5.182 (4.961)] [KD 6.377 (6.605)] +2024-10-12 04:01:35,481 - Train: 11.51% [143950/1251000] [115.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002904] [CE 4.806 (4.775)] [KD 6.756 (6.504)] +2024-10-12 04:01:43,401 - Train: 11.51% [144000/1251000] [115.1/1000.0] [batch_t 0.156 (0.158)] [data_t 0.003] [optim_t 0.153] [lr 0.002904] [CE 5.238 (4.896)] [KD 6.874 (6.577)] +2024-10-12 04:01:50,810 - Train: 11.51% [144050/1251000] [115.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002904] [CE 5.433 (4.899)] [KD 6.769 (6.492)] +2024-10-12 04:01:58,444 - Train: 11.52% [144100/1251000] [115.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.002904] [CE 4.881 (4.900)] [KD 6.682 (6.650)] +2024-10-12 04:02:06,097 - Train: 11.52% [144150/1251000] [115.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002904] [CE 4.752 (4.893)] [KD 6.408 (6.691)] +2024-10-12 04:02:13,711 - Train: 11.53% [144200/1251000] [115.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.002904] [CE 4.780 (4.893)] [KD 6.802 (6.567)] +2024-10-12 04:02:21,156 - Train: 11.53% [144250/1251000] [115.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002904] [CE 4.876 (4.835)] [KD 6.445 (6.557)] +2024-10-12 04:02:28,729 - Train: 11.53% [144300/1251000] [115.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.007] [optim_t 0.142] [lr 0.002904] [CE 4.948 (4.900)] [KD 6.627 (6.504)] +2024-10-12 04:02:36,454 - Train: 11.54% [144350/1251000] [115.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002903] [CE 5.563 (4.868)] [KD 7.122 (6.612)] +2024-10-12 04:02:43,940 - Train: 11.54% [144400/1251000] [115.4/1000.0] [batch_t 0.155 (0.150)] [data_t 0.005] [optim_t 0.150] [lr 0.002903] [CE 4.788 (4.832)] [KD 6.622 (6.580)] +2024-10-12 04:02:51,675 - Train: 11.55% [144450/1251000] [115.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.002] [optim_t 0.148] [lr 0.002903] [CE 4.647 (4.896)] [KD 6.839 (6.606)] +2024-10-12 04:02:59,403 - Train: 11.55% [144500/1251000] [115.5/1000.0] [batch_t 0.156 (0.154)] [data_t 0.007] [optim_t 0.149] [lr 0.002903] [CE 4.959 (4.833)] [KD 6.701 (6.575)] +2024-10-12 04:03:06,897 - Train: 11.55% [144550/1251000] [115.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002903] [CE 4.933 (4.880)] [KD 6.565 (6.465)] +2024-10-12 04:03:14,437 - Train: 11.56% [144600/1251000] [115.6/1000.0] [batch_t 0.143 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.002903] [CE 5.072 (4.872)] [KD 6.663 (6.542)] +2024-10-12 04:03:21,881 - Train: 11.56% [144650/1251000] [115.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002903] [CE 4.612 (4.898)] [KD 6.399 (6.509)] +2024-10-12 04:03:29,307 - Train: 11.57% [144700/1251000] [115.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002903] [CE 5.101 (4.859)] [KD 6.681 (6.572)] +2024-10-12 04:03:36,984 - Train: 11.57% [144750/1251000] [115.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002903] [CE 4.655 (4.897)] [KD 6.507 (6.613)] +2024-10-12 04:03:44,484 - Train: 11.57% [144800/1251000] [115.7/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.002903] [CE 4.607 (4.859)] [KD 6.605 (6.575)] +2024-10-12 04:03:52,239 - Train: 11.58% [144850/1251000] [115.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.002903] [CE 4.984 (4.891)] [KD 6.872 (6.610)] +2024-10-12 04:03:59,655 - Train: 11.58% [144900/1251000] [115.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002903] [CE 5.062 (4.924)] [KD 6.858 (6.669)] +2024-10-12 04:04:07,222 - Train: 11.59% [144950/1251000] [115.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002903] [CE 4.772 (4.940)] [KD 6.876 (6.751)] +2024-10-12 04:04:14,664 - Train: 11.59% [145000/1251000] [115.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.002903] [CE 4.838 (4.846)] [KD 6.943 (6.617)] +2024-10-12 04:04:22,172 - Train: 11.59% [145050/1251000] [115.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002903] [CE 5.514 (4.877)] [KD 6.927 (6.550)] +2024-10-12 04:04:29,627 - Train: 11.60% [145100/1251000] [116.0/1000.0] [batch_t 0.155 (0.149)] [data_t 0.004] [optim_t 0.151] [lr 0.002903] [CE 4.722 (4.901)] [KD 6.491 (6.624)] +2024-10-12 04:04:31,903 - ==> Total time: 6:17:22 Eta: 1 day, 23:55:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 04:04:39,416 - Train: 11.60% [145150/1251000] [116.0/1000.0] [batch_t 0.147 (0.168)] [data_t 0.006] [optim_t 0.141] [lr 0.002902] [CE 5.043 (4.936)] [KD 6.449 (6.530)] +2024-10-12 04:04:47,101 - Train: 11.61% [145200/1251000] [116.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002902] [CE 4.771 (4.820)] [KD 6.593 (6.515)] +2024-10-12 04:04:54,608 - Train: 11.61% [145250/1251000] [116.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002902] [CE 5.259 (4.823)] [KD 6.937 (6.560)] +2024-10-12 04:05:02,268 - Train: 11.61% [145300/1251000] [116.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.007] [optim_t 0.142] [lr 0.002902] [CE 4.387 (4.887)] [KD 6.162 (6.469)] +2024-10-12 04:05:09,724 - Train: 11.62% [145350/1251000] [116.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.002902] [CE 4.591 (4.848)] [KD 6.022 (6.436)] +2024-10-12 04:05:17,109 - Train: 11.62% [145400/1251000] [116.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002902] [CE 4.196 (4.858)] [KD 6.577 (6.514)] +2024-10-12 04:05:24,815 - Train: 11.63% [145450/1251000] [116.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.002902] [CE 4.859 (4.836)] [KD 6.295 (6.524)] +2024-10-12 04:05:32,226 - Train: 11.63% [145500/1251000] [116.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002902] [CE 4.262 (4.882)] [KD 6.395 (6.497)] +2024-10-12 04:05:39,834 - Train: 11.63% [145550/1251000] [116.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002902] [CE 4.928 (4.911)] [KD 6.555 (6.632)] +2024-10-12 04:05:47,513 - Train: 11.64% [145600/1251000] [116.4/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.002902] [CE 4.694 (4.861)] [KD 6.755 (6.550)] +2024-10-12 04:05:54,888 - Train: 11.64% [145650/1251000] [116.4/1000.0] [batch_t 0.149 (0.147)] [data_t 0.003] [optim_t 0.146] [lr 0.002902] [CE 4.892 (4.803)] [KD 6.161 (6.525)] +2024-10-12 04:06:02,506 - Train: 11.65% [145700/1251000] [116.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002902] [CE 4.716 (4.850)] [KD 6.439 (6.447)] +2024-10-12 04:06:10,141 - Train: 11.65% [145750/1251000] [116.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002902] [CE 4.578 (4.889)] [KD 6.506 (6.675)] +2024-10-12 04:06:17,595 - Train: 11.65% [145800/1251000] [116.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002902] [CE 5.298 (4.833)] [KD 7.063 (6.573)] +2024-10-12 04:06:25,224 - Train: 11.66% [145850/1251000] [116.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002902] [CE 4.989 (4.821)] [KD 7.041 (6.544)] +2024-10-12 04:06:32,580 - Train: 11.66% [145900/1251000] [116.6/1000.0] [batch_t 0.145 (0.147)] [data_t 0.003] [optim_t 0.142] [lr 0.002901] [CE 5.017 (4.778)] [KD 6.551 (6.496)] +2024-10-12 04:06:40,011 - Train: 11.67% [145950/1251000] [116.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002901] [CE 4.573 (4.837)] [KD 6.576 (6.493)] +2024-10-12 04:06:47,714 - Train: 11.67% [146000/1251000] [116.7/1000.0] [batch_t 0.144 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.002901] [CE 4.922 (4.912)] [KD 6.474 (6.651)] +2024-10-12 04:06:55,397 - Train: 11.67% [146050/1251000] [116.7/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.002901] [CE 4.631 (4.911)] [KD 6.580 (6.621)] +2024-10-12 04:07:02,888 - Train: 11.68% [146100/1251000] [116.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002901] [CE 4.540 (4.951)] [KD 6.314 (6.632)] +2024-10-12 04:07:10,683 - Train: 11.68% [146150/1251000] [116.8/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.002901] [CE 5.023 (4.844)] [KD 6.849 (6.503)] +2024-10-12 04:07:18,091 - Train: 11.69% [146200/1251000] [116.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002901] [CE 5.413 (4.852)] [KD 6.563 (6.579)] +2024-10-12 04:07:25,522 - Train: 11.69% [146250/1251000] [116.9/1000.0] [batch_t 0.155 (0.149)] [data_t 0.004] [optim_t 0.152] [lr 0.002901] [CE 4.988 (4.783)] [KD 6.671 (6.443)] +2024-10-12 04:07:33,072 - Train: 11.69% [146300/1251000] [116.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002901] [CE 5.233 (4.909)] [KD 6.618 (6.659)] +2024-10-12 04:07:40,636 - Train: 11.70% [146350/1251000] [117.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002901] [CE 4.849 (4.902)] [KD 6.876 (6.607)] +2024-10-12 04:07:43,040 - ==> Total time: 6:20:34 Eta: 1 day, 23:52:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 04:07:50,348 - Train: 11.70% [146400/1251000] [117.0/1000.0] [batch_t 0.154 (0.172)] [data_t 0.006] [optim_t 0.149] [lr 0.002901] [CE 4.593 (4.764)] [KD 6.289 (6.481)] +2024-10-12 04:07:58,079 - Train: 11.71% [146450/1251000] [117.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.002901] [CE 4.899 (4.873)] [KD 6.614 (6.495)] +2024-10-12 04:08:05,655 - Train: 11.71% [146500/1251000] [117.1/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.002901] [CE 4.873 (4.827)] [KD 6.513 (6.470)] +2024-10-12 04:08:13,149 - Train: 11.71% [146550/1251000] [117.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.002901] [CE 4.865 (4.852)] [KD 6.330 (6.510)] +2024-10-12 04:08:20,594 - Train: 11.72% [146600/1251000] [117.2/1000.0] [batch_t 0.155 (0.149)] [data_t 0.004] [optim_t 0.151] [lr 0.002900] [CE 5.306 (4.886)] [KD 6.705 (6.518)] +2024-10-12 04:08:28,070 - Train: 11.72% [146650/1251000] [117.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002900] [CE 4.375 (4.865)] [KD 6.392 (6.600)] +2024-10-12 04:08:35,764 - Train: 11.73% [146700/1251000] [117.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002900] [CE 5.251 (4.849)] [KD 6.724 (6.536)] +2024-10-12 04:08:43,471 - Train: 11.73% [146750/1251000] [117.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002900] [CE 4.915 (4.920)] [KD 6.687 (6.538)] +2024-10-12 04:08:51,152 - Train: 11.73% [146800/1251000] [117.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002900] [CE 4.973 (4.869)] [KD 6.704 (6.611)] +2024-10-12 04:08:58,882 - Train: 11.74% [146850/1251000] [117.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002900] [CE 4.945 (4.874)] [KD 6.418 (6.518)] +2024-10-12 04:09:06,385 - Train: 11.74% [146900/1251000] [117.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002900] [CE 4.722 (4.831)] [KD 6.644 (6.505)] +2024-10-12 04:09:13,848 - Train: 11.75% [146950/1251000] [117.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002900] [CE 4.975 (4.851)] [KD 6.694 (6.558)] +2024-10-12 04:09:21,426 - Train: 11.75% [147000/1251000] [117.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002900] [CE 4.943 (4.870)] [KD 6.608 (6.692)] +2024-10-12 04:09:28,976 - Train: 11.75% [147050/1251000] [117.5/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.002900] [CE 4.723 (4.838)] [KD 6.697 (6.472)] +2024-10-12 04:09:36,403 - Train: 11.76% [147100/1251000] [117.6/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002900] [CE 4.490 (4.787)] [KD 6.343 (6.497)] +2024-10-12 04:09:44,156 - Train: 11.76% [147150/1251000] [117.6/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.002900] [CE 4.585 (4.870)] [KD 6.416 (6.606)] +2024-10-12 04:09:51,563 - Train: 11.77% [147200/1251000] [117.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.003] [optim_t 0.148] [lr 0.002900] [CE 4.911 (4.833)] [KD 6.853 (6.547)] +2024-10-12 04:09:59,278 - Train: 11.77% [147250/1251000] [117.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002900] [CE 5.245 (4.877)] [KD 6.619 (6.548)] +2024-10-12 04:10:07,056 - Train: 11.77% [147300/1251000] [117.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.002900] [CE 5.042 (4.863)] [KD 6.780 (6.578)] +2024-10-12 04:10:14,501 - Train: 11.78% [147350/1251000] [117.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002899] [CE 4.746 (4.866)] [KD 6.554 (6.641)] +2024-10-12 04:10:22,084 - Train: 11.78% [147400/1251000] [117.8/1000.0] [batch_t 0.271 (0.152)] [data_t 0.005] [optim_t 0.266] [lr 0.002899] [CE 4.859 (4.897)] [KD 6.100 (6.602)] +2024-10-12 04:10:29,701 - Train: 11.79% [147450/1251000] [117.9/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.002899] [CE 4.992 (4.843)] [KD 6.053 (6.508)] +2024-10-12 04:10:37,160 - Train: 11.79% [147500/1251000] [117.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002899] [CE 4.612 (4.918)] [KD 6.431 (6.621)] +2024-10-12 04:10:44,840 - Train: 11.79% [147550/1251000] [117.9/1000.0] [batch_t 0.158 (0.153)] [data_t 0.005] [optim_t 0.153] [lr 0.002899] [CE 5.170 (4.856)] [KD 6.490 (6.522)] +2024-10-12 04:10:52,384 - Train: 11.80% [147600/1251000] [118.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002899] [CE 4.152 (4.870)] [KD 6.252 (6.516)] +2024-10-12 04:10:54,943 - ==> Total time: 6:23:45 Eta: 1 day, 23:48:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 04:11:02,300 - Train: 11.80% [147650/1251000] [118.0/1000.0] [batch_t 0.147 (0.168)] [data_t 0.006] [optim_t 0.142] [lr 0.002899] [CE 4.678 (4.796)] [KD 6.647 (6.513)] +2024-10-12 04:11:10,027 - Train: 11.81% [147700/1251000] [118.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002899] [CE 4.943 (4.888)] [KD 6.491 (6.537)] +2024-10-12 04:11:17,617 - Train: 11.81% [147750/1251000] [118.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002899] [CE 5.118 (4.911)] [KD 6.610 (6.624)] +2024-10-12 04:11:25,172 - Train: 11.81% [147800/1251000] [118.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002899] [CE 4.642 (4.861)] [KD 6.187 (6.552)] +2024-10-12 04:11:32,751 - Train: 11.82% [147850/1251000] [118.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002899] [CE 4.276 (4.901)] [KD 6.389 (6.658)] +2024-10-12 04:11:40,424 - Train: 11.82% [147900/1251000] [118.2/1000.0] [batch_t 0.290 (0.153)] [data_t 0.003] [optim_t 0.287] [lr 0.002899] [CE 5.280 (4.899)] [KD 6.338 (6.474)] +2024-10-12 04:11:47,951 - Train: 11.83% [147950/1251000] [118.3/1000.0] [batch_t 0.144 (0.150)] [data_t 0.006] [optim_t 0.138] [lr 0.002899] [CE 5.204 (4.886)] [KD 6.468 (6.504)] +2024-10-12 04:11:55,600 - Train: 11.83% [148000/1251000] [118.3/1000.0] [batch_t 0.158 (0.153)] [data_t 0.003] [optim_t 0.154] [lr 0.002899] [CE 5.117 (4.856)] [KD 6.975 (6.598)] +2024-10-12 04:12:03,017 - Train: 11.83% [148050/1251000] [118.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002899] [CE 4.787 (4.873)] [KD 6.358 (6.530)] +2024-10-12 04:12:10,587 - Train: 11.84% [148100/1251000] [118.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002898] [CE 4.449 (4.881)] [KD 6.706 (6.618)] +2024-10-12 04:12:18,156 - Train: 11.84% [148150/1251000] [118.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002898] [CE 4.942 (4.886)] [KD 6.523 (6.607)] +2024-10-12 04:12:25,789 - Train: 11.85% [148200/1251000] [118.5/1000.0] [batch_t 0.143 (0.153)] [data_t 0.005] [optim_t 0.138] [lr 0.002898] [CE 4.905 (4.890)] [KD 6.585 (6.598)] +2024-10-12 04:12:33,302 - Train: 11.85% [148250/1251000] [118.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002898] [CE 4.533 (4.800)] [KD 6.449 (6.528)] +2024-10-12 04:12:40,856 - Train: 11.85% [148300/1251000] [118.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002898] [CE 4.921 (4.855)] [KD 6.830 (6.594)] +2024-10-12 04:12:48,521 - Train: 11.86% [148350/1251000] [118.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002898] [CE 4.707 (4.929)] [KD 6.275 (6.592)] +2024-10-12 04:12:56,161 - Train: 11.86% [148400/1251000] [118.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.002898] [CE 5.193 (4.844)] [KD 6.627 (6.540)] +2024-10-12 04:13:03,740 - Train: 11.87% [148450/1251000] [118.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.002898] [CE 4.814 (4.893)] [KD 6.216 (6.571)] +2024-10-12 04:13:11,209 - Train: 11.87% [148500/1251000] [118.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.007] [optim_t 0.142] [lr 0.002898] [CE 4.891 (4.909)] [KD 6.775 (6.608)] +2024-10-12 04:13:18,935 - Train: 11.87% [148550/1251000] [118.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002898] [CE 5.066 (4.879)] [KD 6.480 (6.580)] +2024-10-12 04:13:26,613 - Train: 11.88% [148600/1251000] [118.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002898] [CE 4.793 (4.859)] [KD 6.851 (6.634)] +2024-10-12 04:13:34,304 - Train: 11.88% [148650/1251000] [118.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002898] [CE 4.646 (4.882)] [KD 6.325 (6.660)] +2024-10-12 04:13:41,781 - Train: 11.89% [148700/1251000] [118.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002898] [CE 4.745 (4.838)] [KD 6.532 (6.601)] +2024-10-12 04:13:49,467 - Train: 11.89% [148750/1251000] [118.9/1000.0] [batch_t 0.144 (0.154)] [data_t 0.005] [optim_t 0.139] [lr 0.002898] [CE 4.885 (4.909)] [KD 6.490 (6.657)] +2024-10-12 04:13:57,036 - Train: 11.89% [148800/1251000] [118.9/1000.0] [batch_t 0.269 (0.151)] [data_t 0.003] [optim_t 0.266] [lr 0.002898] [CE 5.183 (4.916)] [KD 6.864 (6.657)] +2024-10-12 04:14:04,447 - Train: 11.90% [148850/1251000] [119.0/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002897] [CE 4.685 (4.890)] [KD 6.325 (6.544)] +2024-10-12 04:14:07,162 - ==> Total time: 6:26:58 Eta: 1 day, 23:44:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 04:14:14,046 - Train: 11.90% [148900/1251000] [119.0/1000.0] [batch_t 0.151 (0.164)] [data_t 0.006] [optim_t 0.145] [lr 0.002897] [CE 4.679 (4.851)] [KD 6.544 (6.461)] +2024-10-12 04:14:22,013 - Train: 11.91% [148950/1251000] [119.1/1000.0] [batch_t 0.148 (0.159)] [data_t 0.005] [optim_t 0.143] [lr 0.002897] [CE 4.645 (4.881)] [KD 6.416 (6.505)] +2024-10-12 04:14:29,797 - Train: 11.91% [149000/1251000] [119.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.002897] [CE 5.161 (4.860)] [KD 6.414 (6.569)] +2024-10-12 04:14:37,276 - Train: 11.91% [149050/1251000] [119.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.002897] [CE 4.480 (4.851)] [KD 6.266 (6.522)] +2024-10-12 04:14:44,920 - Train: 11.92% [149100/1251000] [119.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.002897] [CE 4.107 (4.923)] [KD 6.526 (6.548)] +2024-10-12 04:14:52,382 - Train: 11.92% [149150/1251000] [119.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.007] [optim_t 0.144] [lr 0.002897] [CE 4.874 (4.821)] [KD 6.833 (6.485)] +2024-10-12 04:15:00,133 - Train: 11.93% [149200/1251000] [119.3/1000.0] [batch_t 0.161 (0.155)] [data_t 0.005] [optim_t 0.156] [lr 0.002897] [CE 4.460 (4.896)] [KD 6.526 (6.625)] +2024-10-12 04:15:07,972 - Train: 11.93% [149250/1251000] [119.3/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.002897] [CE 4.871 (4.875)] [KD 6.584 (6.531)] +2024-10-12 04:15:15,415 - Train: 11.93% [149300/1251000] [119.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002897] [CE 4.606 (4.876)] [KD 6.512 (6.523)] +2024-10-12 04:15:22,850 - Train: 11.94% [149350/1251000] [119.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.002897] [CE 4.636 (4.920)] [KD 6.508 (6.645)] +2024-10-12 04:15:30,417 - Train: 11.94% [149400/1251000] [119.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002897] [CE 4.888 (4.860)] [KD 6.401 (6.471)] +2024-10-12 04:15:38,020 - Train: 11.95% [149450/1251000] [119.5/1000.0] [batch_t 0.157 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.002897] [CE 4.628 (4.860)] [KD 6.846 (6.494)] +2024-10-12 04:15:45,582 - Train: 11.95% [149500/1251000] [119.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002897] [CE 4.026 (4.808)] [KD 6.229 (6.576)] +2024-10-12 04:15:53,339 - Train: 11.95% [149550/1251000] [119.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.002897] [CE 4.835 (4.884)] [KD 6.565 (6.492)] +2024-10-12 04:16:00,928 - Train: 11.96% [149600/1251000] [119.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002896] [CE 5.446 (4.901)] [KD 6.588 (6.641)] +2024-10-12 04:16:08,569 - Train: 11.96% [149650/1251000] [119.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002896] [CE 4.483 (4.850)] [KD 6.444 (6.643)] +2024-10-12 04:16:16,219 - Train: 11.97% [149700/1251000] [119.7/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.002896] [CE 5.396 (4.939)] [KD 6.894 (6.588)] +2024-10-12 04:16:23,683 - Train: 11.97% [149750/1251000] [119.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002896] [CE 4.555 (4.908)] [KD 6.830 (6.547)] +2024-10-12 04:16:31,378 - Train: 11.97% [149800/1251000] [119.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002896] [CE 4.764 (4.791)] [KD 6.402 (6.441)] +2024-10-12 04:16:38,943 - Train: 11.98% [149850/1251000] [119.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002896] [CE 4.516 (4.863)] [KD 6.577 (6.595)] +2024-10-12 04:16:46,462 - Train: 11.98% [149900/1251000] [119.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002896] [CE 5.027 (4.908)] [KD 6.619 (6.573)] +2024-10-12 04:16:54,246 - Train: 11.99% [149950/1251000] [119.9/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.002896] [CE 4.751 (4.914)] [KD 6.473 (6.559)] +2024-10-12 04:17:01,856 - Train: 11.99% [150000/1251000] [119.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002896] [CE 4.750 (4.856)] [KD 6.405 (6.480)] +2024-10-12 04:17:09,591 - Train: 11.99% [150050/1251000] [119.9/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002896] [CE 5.074 (4.874)] [KD 6.545 (6.488)] +2024-10-12 04:17:17,329 - Train: 12.00% [150100/1251000] [120.0/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002896] [CE 4.943 (4.949)] [KD 6.486 (6.738)] +2024-10-12 04:17:25,909 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 29088] [top5_cnt 40946] [top_all 50000] +2024-10-12 04:17:25,909 - net: 58.176 (81.892) +2024-10-12 04:17:31,920 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 33684] [top5_cnt 43896] [top_all 50000] +2024-10-12 04:17:31,921 - net_E: 67.368 (87.792) +2024-10-12 04:17:32,127 - Max [top1: 60.002 (epoch: 100)] [top1-ema: 67.368 (epoch: 120)] +2024-10-12 04:17:32,127 - ==> Total time: 6:30:23 Eta: 1 day, 23:42:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 04:17:40,559 - Train: 12.00% [150150/1251000] [120.0/1000.0] [batch_t 0.149 (0.166)] [data_t 0.005] [optim_t 0.144] [lr 0.002896] [CE 4.460 (4.862)] [KD 6.682 (6.537)] +2024-10-12 04:17:48,143 - Train: 12.01% [150200/1251000] [120.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002896] [CE 5.123 (4.828)] [KD 6.795 (6.468)] +2024-10-12 04:17:55,613 - Train: 12.01% [150250/1251000] [120.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002896] [CE 4.790 (4.848)] [KD 6.341 (6.544)] +2024-10-12 04:18:03,143 - Train: 12.01% [150300/1251000] [120.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002895] [CE 4.587 (4.870)] [KD 6.439 (6.600)] +2024-10-12 04:18:11,079 - Train: 12.02% [150350/1251000] [120.2/1000.0] [batch_t 0.151 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.002895] [CE 4.873 (4.872)] [KD 6.842 (6.575)] +2024-10-12 04:18:18,861 - Train: 12.02% [150400/1251000] [120.2/1000.0] [batch_t 0.157 (0.156)] [data_t 0.006] [optim_t 0.151] [lr 0.002895] [CE 5.159 (4.810)] [KD 6.667 (6.524)] +2024-10-12 04:18:26,638 - Train: 12.03% [150450/1251000] [120.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.007] [optim_t 0.142] [lr 0.002895] [CE 4.723 (4.899)] [KD 6.725 (6.591)] +2024-10-12 04:18:34,153 - Train: 12.03% [150500/1251000] [120.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002895] [CE 5.003 (4.909)] [KD 6.798 (6.689)] +2024-10-12 04:18:41,599 - Train: 12.03% [150550/1251000] [120.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.002895] [CE 4.889 (4.808)] [KD 6.692 (6.521)] +2024-10-12 04:18:49,167 - Train: 12.04% [150600/1251000] [120.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002895] [CE 4.681 (4.899)] [KD 6.271 (6.574)] +2024-10-12 04:18:56,860 - Train: 12.04% [150650/1251000] [120.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002895] [CE 4.764 (4.895)] [KD 6.439 (6.505)] +2024-10-12 04:19:04,439 - Train: 12.05% [150700/1251000] [120.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002895] [CE 4.898 (4.909)] [KD 6.426 (6.531)] +2024-10-12 04:19:11,995 - Train: 12.05% [150750/1251000] [120.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002895] [CE 4.647 (4.865)] [KD 6.344 (6.527)] +2024-10-12 04:19:19,604 - Train: 12.05% [150800/1251000] [120.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002895] [CE 4.972 (4.907)] [KD 6.629 (6.552)] +2024-10-12 04:19:27,193 - Train: 12.06% [150850/1251000] [120.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002895] [CE 4.845 (4.823)] [KD 6.428 (6.493)] +2024-10-12 04:19:34,863 - Train: 12.06% [150900/1251000] [120.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002895] [CE 4.877 (4.873)] [KD 6.333 (6.520)] +2024-10-12 04:19:42,724 - Train: 12.07% [150950/1251000] [120.7/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.002895] [CE 4.421 (4.855)] [KD 6.574 (6.550)] +2024-10-12 04:19:50,261 - Train: 12.07% [151000/1251000] [120.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002895] [CE 4.785 (4.825)] [KD 6.401 (6.490)] +2024-10-12 04:19:57,995 - Train: 12.07% [151050/1251000] [120.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.002894] [CE 4.842 (4.826)] [KD 6.651 (6.582)] +2024-10-12 04:20:05,556 - Train: 12.08% [151100/1251000] [120.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002894] [CE 4.822 (4.936)] [KD 6.620 (6.518)] +2024-10-12 04:20:13,071 - Train: 12.08% [151150/1251000] [120.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002894] [CE 4.788 (4.806)] [KD 6.483 (6.463)] +2024-10-12 04:20:20,762 - Train: 12.09% [151200/1251000] [120.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002894] [CE 5.099 (4.891)] [KD 6.417 (6.541)] +2024-10-12 04:20:28,449 - Train: 12.09% [151250/1251000] [120.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.002894] [CE 4.482 (4.842)] [KD 6.465 (6.416)] +2024-10-12 04:20:36,157 - Train: 12.09% [151300/1251000] [120.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.002894] [CE 4.574 (4.840)] [KD 6.351 (6.591)] +2024-10-12 04:20:43,769 - Train: 12.10% [151350/1251000] [121.0/1000.0] [batch_t 0.164 (0.152)] [data_t 0.003] [optim_t 0.161] [lr 0.002894] [CE 4.814 (4.872)] [KD 6.889 (6.621)] +2024-10-12 04:20:46,841 - ==> Total time: 6:33:37 Eta: 1 day, 23:39:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 04:20:53,455 - Train: 12.10% [151400/1251000] [121.0/1000.0] [batch_t 0.146 (0.166)] [data_t 0.005] [optim_t 0.141] [lr 0.002894] [CE 5.126 (4.860)] [KD 6.487 (6.404)] +2024-10-12 04:21:01,059 - Train: 12.11% [151450/1251000] [121.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002894] [CE 4.756 (4.863)] [KD 6.734 (6.480)] +2024-10-12 04:21:08,722 - Train: 12.11% [151500/1251000] [121.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.002894] [CE 5.079 (4.968)] [KD 6.912 (6.614)] +2024-10-12 04:21:16,466 - Train: 12.11% [151550/1251000] [121.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.002894] [CE 5.076 (4.862)] [KD 6.305 (6.585)] +2024-10-12 04:21:24,072 - Train: 12.12% [151600/1251000] [121.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.007] [optim_t 0.143] [lr 0.002894] [CE 5.005 (4.790)] [KD 6.682 (6.371)] +2024-10-12 04:21:31,790 - Train: 12.12% [151650/1251000] [121.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002894] [CE 4.770 (4.927)] [KD 6.613 (6.570)] +2024-10-12 04:21:39,230 - Train: 12.13% [151700/1251000] [121.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002894] [CE 4.865 (4.860)] [KD 6.470 (6.526)] +2024-10-12 04:21:46,946 - Train: 12.13% [151750/1251000] [121.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002893] [CE 4.894 (4.952)] [KD 6.618 (6.549)] +2024-10-12 04:21:54,553 - Train: 12.13% [151800/1251000] [121.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002893] [CE 5.074 (4.895)] [KD 6.592 (6.535)] +2024-10-12 04:22:02,116 - Train: 12.14% [151850/1251000] [121.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002893] [CE 4.365 (4.858)] [KD 6.474 (6.609)] +2024-10-12 04:22:09,669 - Train: 12.14% [151900/1251000] [121.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002893] [CE 4.919 (4.798)] [KD 6.471 (6.505)] +2024-10-12 04:22:17,073 - Train: 12.15% [151950/1251000] [121.5/1000.0] [batch_t 0.151 (0.148)] [data_t 0.007] [optim_t 0.144] [lr 0.002893] [CE 5.005 (4.834)] [KD 6.746 (6.624)] +2024-10-12 04:22:24,900 - Train: 12.15% [152000/1251000] [121.5/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.002893] [CE 4.464 (4.839)] [KD 6.429 (6.593)] +2024-10-12 04:22:32,439 - Train: 12.15% [152050/1251000] [121.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002893] [CE 4.490 (4.864)] [KD 6.204 (6.509)] +2024-10-12 04:22:39,993 - Train: 12.16% [152100/1251000] [121.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002893] [CE 4.774 (4.863)] [KD 6.300 (6.600)] +2024-10-12 04:22:47,558 - Train: 12.16% [152150/1251000] [121.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002893] [CE 4.274 (4.766)] [KD 6.003 (6.449)] +2024-10-12 04:22:55,097 - Train: 12.17% [152200/1251000] [121.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.002893] [CE 4.726 (4.836)] [KD 6.293 (6.539)] +2024-10-12 04:23:02,554 - Train: 12.17% [152250/1251000] [121.7/1000.0] [batch_t 0.161 (0.149)] [data_t 0.003] [optim_t 0.158] [lr 0.002893] [CE 5.435 (4.900)] [KD 7.097 (6.577)] +2024-10-12 04:23:10,179 - Train: 12.17% [152300/1251000] [121.7/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.002893] [CE 5.084 (4.874)] [KD 6.482 (6.471)] +2024-10-12 04:23:17,750 - Train: 12.18% [152350/1251000] [121.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002893] [CE 5.293 (4.899)] [KD 6.920 (6.604)] +2024-10-12 04:23:25,416 - Train: 12.18% [152400/1251000] [121.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002893] [CE 4.995 (4.898)] [KD 6.249 (6.638)] +2024-10-12 04:23:33,110 - Train: 12.19% [152450/1251000] [121.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002892] [CE 4.991 (4.871)] [KD 7.062 (6.610)] +2024-10-12 04:23:40,562 - Train: 12.19% [152500/1251000] [121.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002892] [CE 5.342 (4.882)] [KD 6.803 (6.588)] +2024-10-12 04:23:48,027 - Train: 12.19% [152550/1251000] [121.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002892] [CE 4.625 (4.830)] [KD 6.465 (6.523)] +2024-10-12 04:23:55,641 - Train: 12.20% [152600/1251000] [122.0/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.002892] [CE 4.863 (4.891)] [KD 6.646 (6.639)] +2024-10-12 04:23:59,057 - ==> Total time: 6:36:50 Eta: 1 day, 23:35:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 04:24:05,285 - Train: 12.20% [152650/1251000] [122.0/1000.0] [batch_t 0.145 (0.169)] [data_t 0.004] [optim_t 0.141] [lr 0.002892] [CE 5.192 (4.854)] [KD 6.385 (6.412)] +2024-10-12 04:24:13,061 - Train: 12.21% [152700/1251000] [122.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.006] [optim_t 0.147] [lr 0.002892] [CE 4.633 (4.783)] [KD 6.495 (6.453)] +2024-10-12 04:24:20,490 - Train: 12.21% [152750/1251000] [122.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002892] [CE 4.592 (4.817)] [KD 6.371 (6.434)] +2024-10-12 04:24:28,398 - Train: 12.21% [152800/1251000] [122.1/1000.0] [batch_t 0.264 (0.158)] [data_t 0.005] [optim_t 0.259] [lr 0.002892] [CE 4.878 (4.889)] [KD 6.690 (6.574)] +2024-10-12 04:24:35,912 - Train: 12.22% [152850/1251000] [122.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002892] [CE 5.209 (4.883)] [KD 6.666 (6.551)] +2024-10-12 04:24:43,646 - Train: 12.22% [152900/1251000] [122.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002892] [CE 4.993 (4.867)] [KD 6.503 (6.537)] +2024-10-12 04:24:51,110 - Train: 12.23% [152950/1251000] [122.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002892] [CE 4.930 (4.896)] [KD 6.539 (6.642)] +2024-10-12 04:24:58,784 - Train: 12.23% [153000/1251000] [122.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.002892] [CE 5.102 (4.900)] [KD 6.591 (6.589)] +2024-10-12 04:25:06,264 - Train: 12.23% [153050/1251000] [122.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.002892] [CE 5.217 (4.931)] [KD 6.467 (6.677)] +2024-10-12 04:25:13,851 - Train: 12.24% [153100/1251000] [122.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.002892] [CE 4.906 (4.856)] [KD 6.324 (6.637)] +2024-10-12 04:25:21,430 - Train: 12.24% [153150/1251000] [122.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002892] [CE 4.303 (4.840)] [KD 6.402 (6.562)] +2024-10-12 04:25:28,879 - Train: 12.25% [153200/1251000] [122.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002891] [CE 5.059 (4.849)] [KD 6.615 (6.548)] +2024-10-12 04:25:36,815 - Train: 12.25% [153250/1251000] [122.5/1000.0] [batch_t 0.147 (0.159)] [data_t 0.004] [optim_t 0.143] [lr 0.002891] [CE 4.887 (4.887)] [KD 6.700 (6.519)] +2024-10-12 04:25:44,283 - Train: 12.25% [153300/1251000] [122.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002891] [CE 5.017 (4.835)] [KD 6.492 (6.459)] +2024-10-12 04:25:51,767 - Train: 12.26% [153350/1251000] [122.6/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.002891] [CE 5.205 (4.910)] [KD 6.597 (6.534)] +2024-10-12 04:25:59,390 - Train: 12.26% [153400/1251000] [122.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002891] [CE 4.893 (4.825)] [KD 6.900 (6.596)] +2024-10-12 04:26:07,135 - Train: 12.27% [153450/1251000] [122.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.002891] [CE 4.689 (4.896)] [KD 6.047 (6.558)] +2024-10-12 04:26:14,580 - Train: 12.27% [153500/1251000] [122.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002891] [CE 4.822 (4.875)] [KD 6.716 (6.536)] +2024-10-12 04:26:22,199 - Train: 12.27% [153550/1251000] [122.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.002891] [CE 4.639 (4.847)] [KD 6.465 (6.592)] +2024-10-12 04:26:29,706 - Train: 12.28% [153600/1251000] [122.8/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.002891] [CE 4.721 (4.893)] [KD 6.330 (6.605)] +2024-10-12 04:26:37,634 - Train: 12.28% [153650/1251000] [122.8/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.145] [lr 0.002891] [CE 5.003 (4.809)] [KD 6.867 (6.519)] +2024-10-12 04:26:45,129 - Train: 12.29% [153700/1251000] [122.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002891] [CE 4.875 (4.918)] [KD 6.673 (6.464)] +2024-10-12 04:26:53,021 - Train: 12.29% [153750/1251000] [122.9/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.002891] [CE 4.835 (4.848)] [KD 6.523 (6.594)] +2024-10-12 04:27:00,633 - Train: 12.29% [153800/1251000] [122.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002891] [CE 4.412 (4.858)] [KD 6.222 (6.609)] +2024-10-12 04:27:08,320 - Train: 12.30% [153850/1251000] [123.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002891] [CE 4.459 (4.841)] [KD 6.479 (6.565)] +2024-10-12 04:27:11,704 - ==> Total time: 6:40:02 Eta: 1 day, 23:32:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 04:27:17,883 - Train: 12.30% [153900/1251000] [123.0/1000.0] [batch_t 0.149 (0.161)] [data_t 0.006] [optim_t 0.143] [lr 0.002890] [CE 5.189 (4.848)] [KD 6.397 (6.522)] +2024-10-12 04:27:25,598 - Train: 12.31% [153950/1251000] [123.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.002890] [CE 4.848 (4.863)] [KD 6.680 (6.553)] +2024-10-12 04:27:33,140 - Train: 12.31% [154000/1251000] [123.1/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.002890] [CE 4.847 (4.855)] [KD 6.385 (6.505)] +2024-10-12 04:27:40,880 - Train: 12.31% [154050/1251000] [123.1/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.002890] [CE 5.046 (4.874)] [KD 6.574 (6.567)] +2024-10-12 04:27:48,664 - Train: 12.32% [154100/1251000] [123.2/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.002890] [CE 4.337 (4.914)] [KD 6.466 (6.594)] +2024-10-12 04:27:56,310 - Train: 12.32% [154150/1251000] [123.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.002890] [CE 5.555 (4.854)] [KD 6.969 (6.413)] +2024-10-12 04:28:03,962 - Train: 12.33% [154200/1251000] [123.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002890] [CE 5.062 (4.808)] [KD 6.637 (6.413)] +2024-10-12 04:28:11,543 - Train: 12.33% [154250/1251000] [123.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002890] [CE 4.274 (4.932)] [KD 6.381 (6.517)] +2024-10-12 04:28:18,999 - Train: 12.33% [154300/1251000] [123.3/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.150] [lr 0.002890] [CE 5.327 (4.880)] [KD 6.593 (6.572)] +2024-10-12 04:28:26,489 - Train: 12.34% [154350/1251000] [123.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.002890] [CE 4.908 (4.865)] [KD 6.494 (6.489)] +2024-10-12 04:28:34,134 - Train: 12.34% [154400/1251000] [123.4/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.002890] [CE 5.182 (4.943)] [KD 6.369 (6.510)] +2024-10-12 04:28:41,780 - Train: 12.35% [154450/1251000] [123.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002890] [CE 4.855 (4.831)] [KD 6.175 (6.427)] +2024-10-12 04:28:49,473 - Train: 12.35% [154500/1251000] [123.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002890] [CE 4.617 (4.958)] [KD 6.478 (6.493)] +2024-10-12 04:28:57,039 - Train: 12.35% [154550/1251000] [123.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002890] [CE 4.542 (4.799)] [KD 6.271 (6.520)] +2024-10-12 04:29:04,507 - Train: 12.36% [154600/1251000] [123.6/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.002889] [CE 4.834 (4.918)] [KD 6.285 (6.706)] +2024-10-12 04:29:11,954 - Train: 12.36% [154650/1251000] [123.6/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002889] [CE 4.703 (4.858)] [KD 5.960 (6.465)] +2024-10-12 04:29:19,515 - Train: 12.37% [154700/1251000] [123.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.002889] [CE 4.994 (4.888)] [KD 6.518 (6.531)] +2024-10-12 04:29:26,947 - Train: 12.37% [154750/1251000] [123.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002889] [CE 4.336 (4.870)] [KD 6.309 (6.572)] +2024-10-12 04:29:34,652 - Train: 12.37% [154800/1251000] [123.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002889] [CE 4.795 (4.845)] [KD 6.340 (6.564)] +2024-10-12 04:29:42,084 - Train: 12.38% [154850/1251000] [123.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002889] [CE 4.940 (4.906)] [KD 6.488 (6.559)] +2024-10-12 04:29:49,946 - Train: 12.38% [154900/1251000] [123.8/1000.0] [batch_t 0.153 (0.157)] [data_t 0.006] [optim_t 0.147] [lr 0.002889] [CE 4.702 (4.838)] [KD 6.551 (6.546)] +2024-10-12 04:29:57,550 - Train: 12.39% [154950/1251000] [123.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002889] [CE 4.371 (4.951)] [KD 6.095 (6.529)] +2024-10-12 04:30:05,264 - Train: 12.39% [155000/1251000] [123.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.002889] [CE 4.948 (4.831)] [KD 6.374 (6.476)] +2024-10-12 04:30:12,859 - Train: 12.39% [155050/1251000] [123.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.002889] [CE 4.923 (4.800)] [KD 6.597 (6.581)] +2024-10-12 04:30:20,434 - Train: 12.40% [155100/1251000] [124.0/1000.0] [batch_t 0.163 (0.151)] [data_t 0.006] [optim_t 0.158] [lr 0.002889] [CE 5.248 (4.856)] [KD 6.681 (6.545)] +2024-10-12 04:30:23,889 - ==> Total time: 6:43:14 Eta: 1 day, 23:28:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 04:30:29,820 - Train: 12.40% [155150/1251000] [124.0/1000.0] [batch_t 0.146 (0.165)] [data_t 0.005] [optim_t 0.141] [lr 0.002889] [CE 4.357 (4.838)] [KD 6.405 (6.537)] +2024-10-12 04:30:37,403 - Train: 12.41% [155200/1251000] [124.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002889] [CE 4.904 (4.850)] [KD 6.185 (6.644)] +2024-10-12 04:30:45,111 - Train: 12.41% [155250/1251000] [124.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002889] [CE 4.890 (4.847)] [KD 6.441 (6.608)] +2024-10-12 04:30:52,996 - Train: 12.41% [155300/1251000] [124.1/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.002888] [CE 4.843 (4.806)] [KD 6.375 (6.437)] +2024-10-12 04:31:00,467 - Train: 12.42% [155350/1251000] [124.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002888] [CE 4.795 (4.866)] [KD 6.176 (6.549)] +2024-10-12 04:31:08,092 - Train: 12.42% [155400/1251000] [124.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002888] [CE 5.239 (4.928)] [KD 6.967 (6.638)] +2024-10-12 04:31:15,675 - Train: 12.43% [155450/1251000] [124.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.002888] [CE 4.841 (4.845)] [KD 6.188 (6.501)] +2024-10-12 04:31:23,219 - Train: 12.43% [155500/1251000] [124.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002888] [CE 4.897 (4.875)] [KD 6.963 (6.614)] +2024-10-12 04:31:30,639 - Train: 12.43% [155550/1251000] [124.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002888] [CE 5.240 (4.887)] [KD 6.341 (6.510)] +2024-10-12 04:31:38,467 - Train: 12.44% [155600/1251000] [124.4/1000.0] [batch_t 0.283 (0.156)] [data_t 0.005] [optim_t 0.278] [lr 0.002888] [CE 5.111 (4.857)] [KD 6.771 (6.556)] +2024-10-12 04:31:45,931 - Train: 12.44% [155650/1251000] [124.4/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.002888] [CE 4.958 (4.792)] [KD 6.708 (6.439)] +2024-10-12 04:31:53,633 - Train: 12.45% [155700/1251000] [124.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002888] [CE 4.492 (4.759)] [KD 6.291 (6.443)] +2024-10-12 04:32:01,205 - Train: 12.45% [155750/1251000] [124.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002888] [CE 4.705 (4.854)] [KD 6.341 (6.522)] +2024-10-12 04:32:08,671 - Train: 12.45% [155800/1251000] [124.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002888] [CE 5.003 (4.888)] [KD 6.410 (6.526)] +2024-10-12 04:32:16,151 - Train: 12.46% [155850/1251000] [124.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.002888] [CE 4.665 (4.942)] [KD 6.496 (6.635)] +2024-10-12 04:32:23,964 - Train: 12.46% [155900/1251000] [124.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.002888] [CE 4.541 (4.844)] [KD 6.702 (6.576)] +2024-10-12 04:32:31,430 - Train: 12.47% [155950/1251000] [124.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002888] [CE 4.557 (4.787)] [KD 6.520 (6.532)] +2024-10-12 04:32:38,902 - Train: 12.47% [156000/1251000] [124.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002887] [CE 4.435 (4.858)] [KD 6.669 (6.644)] +2024-10-12 04:32:46,656 - Train: 12.47% [156050/1251000] [124.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002887] [CE 5.264 (4.813)] [KD 6.758 (6.527)] +2024-10-12 04:32:54,382 - Train: 12.48% [156100/1251000] [124.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.002887] [CE 5.084 (4.888)] [KD 6.637 (6.523)] +2024-10-12 04:33:02,127 - Train: 12.48% [156150/1251000] [124.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.002887] [CE 5.379 (4.889)] [KD 6.946 (6.541)] +2024-10-12 04:33:09,669 - Train: 12.49% [156200/1251000] [124.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.002887] [CE 5.176 (4.954)] [KD 6.874 (6.618)] +2024-10-12 04:33:17,136 - Train: 12.49% [156250/1251000] [124.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002887] [CE 4.580 (4.870)] [KD 6.397 (6.587)] +2024-10-12 04:33:24,764 - Train: 12.49% [156300/1251000] [124.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002887] [CE 4.514 (4.880)] [KD 6.474 (6.538)] +2024-10-12 04:33:32,364 - Train: 12.50% [156350/1251000] [125.0/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.002887] [CE 4.864 (4.843)] [KD 6.748 (6.583)] +2024-10-12 04:33:41,877 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 25496] [top5_cnt 37966] [top_all 50000] +2024-10-12 04:33:41,877 - net: 50.992 (75.932) +2024-10-12 04:33:47,809 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.103)] [top1_cnt 33737] [top5_cnt 43968] [top_all 50000] +2024-10-12 04:33:47,809 - net_E: 67.474 (87.936) +2024-10-12 04:33:48,009 - Max [top1: 60.002 (epoch: 100)] [top1-ema: 67.474 (epoch: 125)] +2024-10-12 04:33:48,009 - ==> Total time: 6:46:39 Eta: 1 day, 23:26:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 04:33:54,760 - Train: 12.50% [156400/1251000] [125.0/1000.0] [batch_t 0.150 (0.164)] [data_t 0.005] [optim_t 0.145] [lr 0.002887] [CE 5.035 (4.842)] [KD 6.677 (6.642)] +2024-10-12 04:34:02,647 - Train: 12.51% [156450/1251000] [125.1/1000.0] [batch_t 0.156 (0.158)] [data_t 0.005] [optim_t 0.152] [lr 0.002887] [CE 5.314 (4.887)] [KD 6.622 (6.618)] +2024-10-12 04:34:10,305 - Train: 12.51% [156500/1251000] [125.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002887] [CE 4.647 (4.832)] [KD 6.162 (6.459)] +2024-10-12 04:34:18,064 - Train: 12.51% [156550/1251000] [125.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.002887] [CE 4.930 (4.797)] [KD 6.575 (6.531)] +2024-10-12 04:34:25,527 - Train: 12.52% [156600/1251000] [125.2/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.002887] [CE 4.703 (4.871)] [KD 6.497 (6.528)] +2024-10-12 04:34:33,127 - Train: 12.52% [156650/1251000] [125.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002887] [CE 5.310 (4.878)] [KD 6.584 (6.509)] +2024-10-12 04:34:40,851 - Train: 12.53% [156700/1251000] [125.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.002886] [CE 4.615 (4.873)] [KD 6.711 (6.531)] +2024-10-12 04:34:48,450 - Train: 12.53% [156750/1251000] [125.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002886] [CE 4.983 (4.867)] [KD 6.816 (6.496)] +2024-10-12 04:34:55,942 - Train: 12.53% [156800/1251000] [125.3/1000.0] [batch_t 0.153 (0.150)] [data_t 0.007] [optim_t 0.146] [lr 0.002886] [CE 4.582 (4.843)] [KD 6.357 (6.551)] +2024-10-12 04:35:03,424 - Train: 12.54% [156850/1251000] [125.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002886] [CE 4.904 (4.898)] [KD 6.506 (6.622)] +2024-10-12 04:35:11,355 - Train: 12.54% [156900/1251000] [125.4/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.002886] [CE 4.741 (4.907)] [KD 6.173 (6.652)] +2024-10-12 04:35:18,921 - Train: 12.55% [156950/1251000] [125.5/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.002886] [CE 4.831 (4.839)] [KD 6.692 (6.510)] +2024-10-12 04:35:26,622 - Train: 12.55% [157000/1251000] [125.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002886] [CE 5.091 (4.874)] [KD 6.694 (6.569)] +2024-10-12 04:35:34,092 - Train: 12.55% [157050/1251000] [125.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002886] [CE 4.794 (4.841)] [KD 6.323 (6.621)] +2024-10-12 04:35:41,521 - Train: 12.56% [157100/1251000] [125.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.140] [lr 0.002886] [CE 4.979 (4.793)] [KD 6.392 (6.460)] +2024-10-12 04:35:49,194 - Train: 12.56% [157150/1251000] [125.6/1000.0] [batch_t 0.263 (0.153)] [data_t 0.003] [optim_t 0.260] [lr 0.002886] [CE 4.098 (4.853)] [KD 6.324 (6.602)] +2024-10-12 04:35:56,751 - Train: 12.57% [157200/1251000] [125.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002886] [CE 4.991 (4.881)] [KD 6.585 (6.499)] +2024-10-12 04:36:04,189 - Train: 12.57% [157250/1251000] [125.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002886] [CE 4.286 (4.883)] [KD 6.462 (6.506)] +2024-10-12 04:36:12,133 - Train: 12.57% [157300/1251000] [125.7/1000.0] [batch_t 0.291 (0.159)] [data_t 0.005] [optim_t 0.286] [lr 0.002886] [CE 5.087 (4.888)] [KD 7.031 (6.518)] +2024-10-12 04:36:19,595 - Train: 12.58% [157350/1251000] [125.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002886] [CE 4.688 (4.843)] [KD 6.408 (6.587)] +2024-10-12 04:36:27,175 - Train: 12.58% [157400/1251000] [125.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002885] [CE 4.704 (4.825)] [KD 6.263 (6.484)] +2024-10-12 04:36:34,687 - Train: 12.59% [157450/1251000] [125.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002885] [CE 5.026 (4.876)] [KD 6.717 (6.485)] +2024-10-12 04:36:42,295 - Train: 12.59% [157500/1251000] [125.9/1000.0] [batch_t 0.159 (0.152)] [data_t 0.004] [optim_t 0.156] [lr 0.002885] [CE 4.920 (4.834)] [KD 6.809 (6.507)] +2024-10-12 04:36:49,920 - Train: 12.59% [157550/1251000] [125.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.002885] [CE 4.736 (4.850)] [KD 6.342 (6.546)] +2024-10-12 04:36:57,759 - Train: 12.60% [157600/1251000] [126.0/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.002885] [CE 5.212 (4.904)] [KD 6.681 (6.582)] +2024-10-12 04:37:01,528 - ==> Total time: 6:49:52 Eta: 1 day, 23:23:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 04:37:07,204 - Train: 12.60% [157650/1251000] [126.0/1000.0] [batch_t 0.155 (0.173)] [data_t 0.003] [optim_t 0.152] [lr 0.002885] [CE 4.595 (4.852)] [KD 6.084 (6.471)] +2024-10-12 04:37:14,660 - Train: 12.61% [157700/1251000] [126.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002885] [CE 4.712 (4.893)] [KD 6.532 (6.544)] +2024-10-12 04:37:22,425 - Train: 12.61% [157750/1251000] [126.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.002885] [CE 4.955 (4.857)] [KD 6.437 (6.510)] +2024-10-12 04:37:30,010 - Train: 12.61% [157800/1251000] [126.1/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.002885] [CE 4.633 (4.857)] [KD 6.336 (6.445)] +2024-10-12 04:37:37,745 - Train: 12.62% [157850/1251000] [126.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.002885] [CE 4.434 (4.925)] [KD 6.178 (6.465)] +2024-10-12 04:37:45,266 - Train: 12.62% [157900/1251000] [126.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002885] [CE 5.339 (4.875)] [KD 6.820 (6.500)] +2024-10-12 04:37:52,956 - Train: 12.63% [157950/1251000] [126.3/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.002885] [CE 5.109 (4.873)] [KD 6.646 (6.537)] +2024-10-12 04:38:00,463 - Train: 12.63% [158000/1251000] [126.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002885] [CE 5.190 (4.879)] [KD 6.595 (6.536)] +2024-10-12 04:38:07,955 - Train: 12.63% [158050/1251000] [126.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002885] [CE 5.565 (4.902)] [KD 7.104 (6.583)] +2024-10-12 04:38:15,780 - Train: 12.64% [158100/1251000] [126.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.002884] [CE 4.445 (4.832)] [KD 6.389 (6.555)] +2024-10-12 04:38:23,476 - Train: 12.64% [158150/1251000] [126.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002884] [CE 4.457 (4.804)] [KD 6.417 (6.458)] +2024-10-12 04:38:30,986 - Train: 12.65% [158200/1251000] [126.5/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.140] [lr 0.002884] [CE 5.158 (4.859)] [KD 6.952 (6.467)] +2024-10-12 04:38:38,597 - Train: 12.65% [158250/1251000] [126.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.002884] [CE 4.545 (4.821)] [KD 6.150 (6.399)] +2024-10-12 04:38:46,263 - Train: 12.65% [158300/1251000] [126.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.006] [optim_t 0.145] [lr 0.002884] [CE 4.926 (4.843)] [KD 6.668 (6.450)] +2024-10-12 04:38:53,717 - Train: 12.66% [158350/1251000] [126.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002884] [CE 4.879 (4.844)] [KD 6.510 (6.526)] +2024-10-12 04:39:01,698 - Train: 12.66% [158400/1251000] [126.6/1000.0] [batch_t 0.148 (0.160)] [data_t 0.003] [optim_t 0.145] [lr 0.002884] [CE 5.061 (4.856)] [KD 6.357 (6.517)] +2024-10-12 04:39:09,367 - Train: 12.67% [158450/1251000] [126.7/1000.0] [batch_t 0.158 (0.153)] [data_t 0.004] [optim_t 0.155] [lr 0.002884] [CE 4.534 (4.922)] [KD 6.481 (6.538)] +2024-10-12 04:39:17,092 - Train: 12.67% [158500/1251000] [126.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002884] [CE 4.700 (4.822)] [KD 6.760 (6.422)] +2024-10-12 04:39:24,635 - Train: 12.67% [158550/1251000] [126.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002884] [CE 4.626 (4.857)] [KD 6.379 (6.590)] +2024-10-12 04:39:32,584 - Train: 12.68% [158600/1251000] [126.8/1000.0] [batch_t 0.153 (0.159)] [data_t 0.005] [optim_t 0.149] [lr 0.002884] [CE 4.536 (4.869)] [KD 6.316 (6.468)] +2024-10-12 04:39:40,350 - Train: 12.68% [158650/1251000] [126.8/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.002884] [CE 4.823 (4.905)] [KD 6.177 (6.451)] +2024-10-12 04:39:48,024 - Train: 12.69% [158700/1251000] [126.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.002884] [CE 5.273 (4.815)] [KD 6.896 (6.548)] +2024-10-12 04:39:55,512 - Train: 12.69% [158750/1251000] [126.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.002884] [CE 4.569 (4.886)] [KD 6.346 (6.542)] +2024-10-12 04:40:03,132 - Train: 12.69% [158800/1251000] [126.9/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.002883] [CE 4.845 (4.819)] [KD 6.346 (6.641)] +2024-10-12 04:40:10,618 - Train: 12.70% [158850/1251000] [127.0/1000.0] [batch_t 0.158 (0.150)] [data_t 0.004] [optim_t 0.154] [lr 0.002883] [CE 4.729 (4.872)] [KD 6.213 (6.593)] +2024-10-12 04:40:14,568 - ==> Total time: 6:53:05 Eta: 1 day, 23:19:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 04:40:20,086 - Train: 12.70% [158900/1251000] [127.0/1000.0] [batch_t 0.148 (0.171)] [data_t 0.004] [optim_t 0.143] [lr 0.002883] [CE 4.635 (4.863)] [KD 6.544 (6.600)] +2024-10-12 04:40:28,345 - Train: 12.71% [158950/1251000] [127.1/1000.0] [batch_t 0.146 (0.165)] [data_t 0.005] [optim_t 0.142] [lr 0.002883] [CE 4.759 (4.785)] [KD 6.712 (6.421)] +2024-10-12 04:40:35,957 - Train: 12.71% [159000/1251000] [127.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002883] [CE 4.949 (4.870)] [KD 6.726 (6.583)] +2024-10-12 04:40:43,346 - Train: 12.71% [159050/1251000] [127.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002883] [CE 4.756 (4.840)] [KD 6.760 (6.511)] +2024-10-12 04:40:50,893 - Train: 12.72% [159100/1251000] [127.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002883] [CE 5.330 (4.898)] [KD 6.672 (6.380)] +2024-10-12 04:40:58,355 - Train: 12.72% [159150/1251000] [127.2/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.002883] [CE 5.367 (4.863)] [KD 6.708 (6.545)] +2024-10-12 04:41:05,781 - Train: 12.73% [159200/1251000] [127.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.002883] [CE 5.024 (4.810)] [KD 6.788 (6.545)] +2024-10-12 04:41:13,324 - Train: 12.73% [159250/1251000] [127.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002883] [CE 5.047 (4.948)] [KD 6.885 (6.708)] +2024-10-12 04:41:20,944 - Train: 12.73% [159300/1251000] [127.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002883] [CE 5.295 (4.842)] [KD 6.536 (6.547)] +2024-10-12 04:41:28,512 - Train: 12.74% [159350/1251000] [127.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002883] [CE 5.158 (4.843)] [KD 6.950 (6.662)] +2024-10-12 04:41:36,417 - Train: 12.74% [159400/1251000] [127.4/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.002883] [CE 5.230 (4.881)] [KD 6.779 (6.573)] +2024-10-12 04:41:43,798 - Train: 12.75% [159450/1251000] [127.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002883] [CE 5.033 (4.859)] [KD 6.662 (6.589)] +2024-10-12 04:41:51,222 - Train: 12.75% [159500/1251000] [127.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002882] [CE 5.036 (4.919)] [KD 6.490 (6.609)] +2024-10-12 04:41:58,838 - Train: 12.75% [159550/1251000] [127.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.011] [optim_t 0.141] [lr 0.002882] [CE 5.463 (4.886)] [KD 6.753 (6.539)] +2024-10-12 04:42:06,441 - Train: 12.76% [159600/1251000] [127.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.002882] [CE 5.254 (4.820)] [KD 6.831 (6.533)] +2024-10-12 04:42:13,914 - Train: 12.76% [159650/1251000] [127.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002882] [CE 4.869 (4.841)] [KD 6.562 (6.538)] +2024-10-12 04:42:21,569 - Train: 12.77% [159700/1251000] [127.7/1000.0] [batch_t 0.145 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.002882] [CE 4.626 (4.899)] [KD 6.428 (6.506)] +2024-10-12 04:42:29,238 - Train: 12.77% [159750/1251000] [127.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002882] [CE 4.955 (4.862)] [KD 6.472 (6.507)] +2024-10-12 04:42:37,027 - Train: 12.77% [159800/1251000] [127.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.006] [optim_t 0.143] [lr 0.002882] [CE 5.060 (4.825)] [KD 6.844 (6.512)] +2024-10-12 04:42:44,554 - Train: 12.78% [159850/1251000] [127.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.007] [optim_t 0.142] [lr 0.002882] [CE 4.866 (4.934)] [KD 6.291 (6.614)] +2024-10-12 04:42:51,954 - Train: 12.78% [159900/1251000] [127.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002882] [CE 4.302 (4.930)] [KD 6.324 (6.575)] +2024-10-12 04:42:59,476 - Train: 12.79% [159950/1251000] [127.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002882] [CE 5.099 (4.835)] [KD 6.435 (6.569)] +2024-10-12 04:43:07,137 - Train: 12.79% [160000/1251000] [127.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.002882] [CE 4.734 (4.799)] [KD 6.637 (6.569)] +2024-10-12 04:43:14,583 - Train: 12.79% [160050/1251000] [127.9/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.150] [lr 0.002882] [CE 4.938 (4.894)] [KD 6.519 (6.574)] +2024-10-12 04:43:22,224 - Train: 12.80% [160100/1251000] [128.0/1000.0] [batch_t 0.283 (0.153)] [data_t 0.005] [optim_t 0.278] [lr 0.002882] [CE 4.570 (4.869)] [KD 6.688 (6.479)] +2024-10-12 04:43:26,385 - ==> Total time: 6:56:17 Eta: 1 day, 23:15:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 04:43:31,909 - Train: 12.80% [160150/1251000] [128.0/1000.0] [batch_t 0.148 (0.174)] [data_t 0.004] [optim_t 0.145] [lr 0.002882] [CE 4.945 (4.837)] [KD 6.489 (6.546)] +2024-10-12 04:43:39,504 - Train: 12.81% [160200/1251000] [128.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002881] [CE 4.729 (4.834)] [KD 6.372 (6.440)] +2024-10-12 04:43:46,980 - Train: 12.81% [160250/1251000] [128.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002881] [CE 4.973 (4.932)] [KD 6.771 (6.446)] +2024-10-12 04:43:54,745 - Train: 12.81% [160300/1251000] [128.1/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.002881] [CE 5.132 (4.891)] [KD 6.309 (6.404)] +2024-10-12 04:44:02,331 - Train: 12.82% [160350/1251000] [128.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002881] [CE 4.962 (4.858)] [KD 6.191 (6.557)] +2024-10-12 04:44:09,825 - Train: 12.82% [160400/1251000] [128.2/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.002881] [CE 4.920 (4.839)] [KD 6.261 (6.493)] +2024-10-12 04:44:17,404 - Train: 12.83% [160450/1251000] [128.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002881] [CE 4.897 (4.874)] [KD 6.192 (6.476)] +2024-10-12 04:44:25,085 - Train: 12.83% [160500/1251000] [128.3/1000.0] [batch_t 0.144 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.002881] [CE 4.580 (4.869)] [KD 6.118 (6.475)] +2024-10-12 04:44:32,732 - Train: 12.83% [160550/1251000] [128.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002881] [CE 4.461 (4.843)] [KD 6.449 (6.512)] +2024-10-12 04:44:40,330 - Train: 12.84% [160600/1251000] [128.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.002881] [CE 4.931 (4.839)] [KD 6.208 (6.495)] +2024-10-12 04:44:48,032 - Train: 12.84% [160650/1251000] [128.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002881] [CE 5.165 (4.850)] [KD 7.132 (6.431)] +2024-10-12 04:44:55,636 - Train: 12.85% [160700/1251000] [128.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002881] [CE 4.541 (4.870)] [KD 6.436 (6.531)] +2024-10-12 04:45:03,383 - Train: 12.85% [160750/1251000] [128.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.002881] [CE 4.830 (4.834)] [KD 6.762 (6.514)] +2024-10-12 04:45:10,904 - Train: 12.85% [160800/1251000] [128.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002881] [CE 4.994 (4.881)] [KD 6.420 (6.482)] +2024-10-12 04:45:18,353 - Train: 12.86% [160850/1251000] [128.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002880] [CE 5.157 (4.887)] [KD 6.539 (6.472)] +2024-10-12 04:45:25,861 - Train: 12.86% [160900/1251000] [128.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002880] [CE 4.782 (4.928)] [KD 6.677 (6.639)] +2024-10-12 04:45:33,571 - Train: 12.87% [160950/1251000] [128.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.002880] [CE 4.910 (4.840)] [KD 6.399 (6.472)] +2024-10-12 04:45:41,158 - Train: 12.87% [161000/1251000] [128.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002880] [CE 4.641 (4.840)] [KD 6.496 (6.474)] +2024-10-12 04:45:48,834 - Train: 12.87% [161050/1251000] [128.7/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.002880] [CE 4.987 (4.887)] [KD 6.292 (6.569)] +2024-10-12 04:45:56,390 - Train: 12.88% [161100/1251000] [128.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002880] [CE 4.909 (4.875)] [KD 6.861 (6.495)] +2024-10-12 04:46:04,023 - Train: 12.88% [161150/1251000] [128.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002880] [CE 4.791 (4.941)] [KD 6.600 (6.529)] +2024-10-12 04:46:11,492 - Train: 12.89% [161200/1251000] [128.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.002880] [CE 4.595 (4.846)] [KD 6.244 (6.505)] +2024-10-12 04:46:19,080 - Train: 12.89% [161250/1251000] [128.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002880] [CE 4.856 (4.827)] [KD 6.717 (6.528)] +2024-10-12 04:46:26,587 - Train: 12.89% [161300/1251000] [128.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002880] [CE 4.805 (4.784)] [KD 6.305 (6.408)] +2024-10-12 04:46:34,252 - Train: 12.90% [161350/1251000] [129.0/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002880] [CE 4.674 (4.892)] [KD 6.507 (6.467)] +2024-10-12 04:46:38,577 - ==> Total time: 6:59:29 Eta: 1 day, 23:12:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 04:46:43,989 - Train: 12.90% [161400/1251000] [129.0/1000.0] [batch_t 0.265 (0.174)] [data_t 0.004] [optim_t 0.261] [lr 0.002880] [CE 4.804 (4.848)] [KD 6.281 (6.439)] +2024-10-12 04:46:51,693 - Train: 12.91% [161450/1251000] [129.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.002880] [CE 4.552 (4.893)] [KD 6.508 (6.471)] +2024-10-12 04:46:59,125 - Train: 12.91% [161500/1251000] [129.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002880] [CE 4.763 (4.916)] [KD 6.351 (6.422)] +2024-10-12 04:47:06,774 - Train: 12.91% [161550/1251000] [129.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.007] [optim_t 0.144] [lr 0.002879] [CE 4.353 (4.890)] [KD 6.282 (6.520)] +2024-10-12 04:47:14,395 - Train: 12.92% [161600/1251000] [129.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002879] [CE 4.670 (4.731)] [KD 6.268 (6.353)] +2024-10-12 04:47:21,873 - Train: 12.92% [161650/1251000] [129.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002879] [CE 4.642 (4.825)] [KD 6.200 (6.481)] +2024-10-12 04:47:29,443 - Train: 12.93% [161700/1251000] [129.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002879] [CE 4.862 (4.803)] [KD 6.300 (6.466)] +2024-10-12 04:47:37,147 - Train: 12.93% [161750/1251000] [129.3/1000.0] [batch_t 0.295 (0.154)] [data_t 0.003] [optim_t 0.291] [lr 0.002879] [CE 4.903 (4.847)] [KD 6.342 (6.474)] +2024-10-12 04:47:44,733 - Train: 12.93% [161800/1251000] [129.3/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.002879] [CE 5.035 (4.962)] [KD 6.391 (6.469)] +2024-10-12 04:47:52,559 - Train: 12.94% [161850/1251000] [129.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.006] [optim_t 0.143] [lr 0.002879] [CE 5.046 (4.866)] [KD 6.417 (6.415)] +2024-10-12 04:48:00,102 - Train: 12.94% [161900/1251000] [129.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002879] [CE 4.738 (4.913)] [KD 6.356 (6.495)] +2024-10-12 04:48:07,590 - Train: 12.95% [161950/1251000] [129.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002879] [CE 4.883 (4.880)] [KD 6.475 (6.602)] +2024-10-12 04:48:15,190 - Train: 12.95% [162000/1251000] [129.5/1000.0] [batch_t 0.156 (0.152)] [data_t 0.007] [optim_t 0.149] [lr 0.002879] [CE 5.121 (4.837)] [KD 6.615 (6.505)] +2024-10-12 04:48:22,860 - Train: 12.95% [162050/1251000] [129.5/1000.0] [batch_t 0.154 (0.153)] [data_t 0.006] [optim_t 0.148] [lr 0.002879] [CE 4.822 (4.826)] [KD 6.663 (6.457)] +2024-10-12 04:48:30,482 - Train: 12.96% [162100/1251000] [129.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002879] [CE 4.459 (4.867)] [KD 6.275 (6.565)] +2024-10-12 04:48:38,053 - Train: 12.96% [162150/1251000] [129.6/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.002879] [CE 4.875 (4.823)] [KD 6.470 (6.592)] +2024-10-12 04:48:45,905 - Train: 12.97% [162200/1251000] [129.7/1000.0] [batch_t 0.288 (0.157)] [data_t 0.005] [optim_t 0.282] [lr 0.002879] [CE 5.039 (4.895)] [KD 6.766 (6.563)] +2024-10-12 04:48:53,462 - Train: 12.97% [162250/1251000] [129.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002878] [CE 4.504 (4.919)] [KD 6.193 (6.591)] +2024-10-12 04:49:01,196 - Train: 12.97% [162300/1251000] [129.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.002878] [CE 5.408 (4.920)] [KD 6.777 (6.497)] +2024-10-12 04:49:08,703 - Train: 12.98% [162350/1251000] [129.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002878] [CE 4.839 (4.898)] [KD 6.549 (6.469)] +2024-10-12 04:49:16,204 - Train: 12.98% [162400/1251000] [129.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002878] [CE 4.847 (4.884)] [KD 6.477 (6.488)] +2024-10-12 04:49:23,904 - Train: 12.99% [162450/1251000] [129.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.002878] [CE 4.505 (4.900)] [KD 6.297 (6.560)] +2024-10-12 04:49:31,317 - Train: 12.99% [162500/1251000] [129.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002878] [CE 4.937 (4.810)] [KD 6.378 (6.456)] +2024-10-12 04:49:38,879 - Train: 12.99% [162550/1251000] [129.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002878] [CE 4.207 (4.878)] [KD 6.006 (6.547)] +2024-10-12 04:49:46,661 - Train: 13.00% [162600/1251000] [130.0/1000.0] [batch_t 0.144 (0.156)] [data_t 0.005] [optim_t 0.139] [lr 0.002878] [CE 4.923 (4.871)] [KD 6.280 (6.597)] +2024-10-12 04:49:56,787 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 29958] [top5_cnt 41591] [top_all 50000] +2024-10-12 04:49:56,787 - net: 59.916 (83.182) +2024-10-12 04:50:02,693 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 33708] [top5_cnt 43978] [top_all 50000] +2024-10-12 04:50:02,693 - net_E: 67.416 (87.956) +2024-10-12 04:50:02,826 - Max [top1: 60.002 (epoch: 100)] [top1-ema: 67.474 (epoch: 125)] +2024-10-12 04:50:02,827 - ==> Total time: 7:02:53 Eta: 1 day, 23:10:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 04:50:09,861 - Train: 13.00% [162650/1251000] [130.0/1000.0] [batch_t 0.148 (0.171)] [data_t 0.004] [optim_t 0.143] [lr 0.002878] [CE 4.598 (4.781)] [KD 6.486 (6.386)] +2024-10-12 04:50:17,587 - Train: 13.01% [162700/1251000] [130.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002878] [CE 4.830 (4.750)] [KD 6.609 (6.540)] +2024-10-12 04:50:25,048 - Train: 13.01% [162750/1251000] [130.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002878] [CE 5.277 (4.867)] [KD 6.883 (6.539)] +2024-10-12 04:50:32,800 - Train: 13.01% [162800/1251000] [130.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.002878] [CE 4.872 (4.887)] [KD 6.446 (6.570)] +2024-10-12 04:50:40,427 - Train: 13.02% [162850/1251000] [130.2/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.002878] [CE 5.007 (4.888)] [KD 6.651 (6.518)] +2024-10-12 04:50:47,874 - Train: 13.02% [162900/1251000] [130.2/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.002877] [CE 5.028 (4.851)] [KD 6.487 (6.456)] +2024-10-12 04:50:55,706 - Train: 13.03% [162950/1251000] [130.3/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.002877] [CE 4.830 (4.862)] [KD 6.565 (6.558)] +2024-10-12 04:51:03,227 - Train: 13.03% [163000/1251000] [130.3/1000.0] [batch_t 0.153 (0.150)] [data_t 0.006] [optim_t 0.147] [lr 0.002877] [CE 4.367 (4.835)] [KD 6.876 (6.542)] +2024-10-12 04:51:10,864 - Train: 13.03% [163050/1251000] [130.3/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.002877] [CE 5.453 (4.870)] [KD 6.364 (6.580)] +2024-10-12 04:51:18,512 - Train: 13.04% [163100/1251000] [130.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002877] [CE 4.218 (4.832)] [KD 6.555 (6.559)] +2024-10-12 04:51:26,005 - Train: 13.04% [163150/1251000] [130.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002877] [CE 5.133 (4.834)] [KD 6.501 (6.508)] +2024-10-12 04:51:33,626 - Train: 13.05% [163200/1251000] [130.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.002877] [CE 5.026 (4.862)] [KD 6.734 (6.519)] +2024-10-12 04:51:41,480 - Train: 13.05% [163250/1251000] [130.5/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.002877] [CE 4.743 (4.872)] [KD 6.518 (6.637)] +2024-10-12 04:51:48,942 - Train: 13.05% [163300/1251000] [130.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002877] [CE 5.099 (4.896)] [KD 6.456 (6.563)] +2024-10-12 04:51:56,546 - Train: 13.06% [163350/1251000] [130.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002877] [CE 4.820 (4.911)] [KD 6.661 (6.498)] +2024-10-12 04:52:04,151 - Train: 13.06% [163400/1251000] [130.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002877] [CE 5.419 (4.794)] [KD 6.545 (6.444)] +2024-10-12 04:52:11,768 - Train: 13.07% [163450/1251000] [130.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002877] [CE 4.444 (4.817)] [KD 6.253 (6.460)] +2024-10-12 04:52:19,234 - Train: 13.07% [163500/1251000] [130.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002877] [CE 5.032 (4.888)] [KD 6.484 (6.592)] +2024-10-12 04:52:27,020 - Train: 13.07% [163550/1251000] [130.7/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.002877] [CE 4.885 (4.883)] [KD 6.621 (6.531)] +2024-10-12 04:52:34,532 - Train: 13.08% [163600/1251000] [130.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002876] [CE 4.471 (4.800)] [KD 6.545 (6.524)] +2024-10-12 04:52:42,267 - Train: 13.08% [163650/1251000] [130.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.002876] [CE 5.130 (4.842)] [KD 7.027 (6.437)] +2024-10-12 04:52:49,895 - Train: 13.09% [163700/1251000] [130.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002876] [CE 5.224 (4.944)] [KD 6.844 (6.639)] +2024-10-12 04:52:57,374 - Train: 13.09% [163750/1251000] [130.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002876] [CE 4.697 (4.903)] [KD 6.488 (6.545)] +2024-10-12 04:53:05,055 - Train: 13.09% [163800/1251000] [130.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002876] [CE 4.777 (4.894)] [KD 6.774 (6.488)] +2024-10-12 04:53:12,648 - Train: 13.10% [163850/1251000] [131.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.007] [optim_t 0.142] [lr 0.002876] [CE 4.700 (4.841)] [KD 6.298 (6.564)] +2024-10-12 04:53:17,325 - ==> Total time: 7:06:08 Eta: 1 day, 23:06:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 04:53:22,223 - Train: 13.10% [163900/1251000] [131.0/1000.0] [batch_t 0.153 (0.173)] [data_t 0.006] [optim_t 0.146] [lr 0.002876] [CE 4.911 (4.859)] [KD 6.767 (6.490)] +2024-10-12 04:53:29,819 - Train: 13.11% [163950/1251000] [131.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002876] [CE 4.480 (4.796)] [KD 6.036 (6.452)] +2024-10-12 04:53:37,533 - Train: 13.11% [164000/1251000] [131.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002876] [CE 4.683 (4.855)] [KD 6.350 (6.445)] +2024-10-12 04:53:45,074 - Train: 13.11% [164050/1251000] [131.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002876] [CE 4.469 (4.934)] [KD 6.607 (6.559)] +2024-10-12 04:53:52,470 - Train: 13.12% [164100/1251000] [131.2/1000.0] [batch_t 0.157 (0.148)] [data_t 0.003] [optim_t 0.153] [lr 0.002876] [CE 5.070 (4.856)] [KD 6.704 (6.482)] +2024-10-12 04:54:00,278 - Train: 13.12% [164150/1251000] [131.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.002876] [CE 4.815 (4.847)] [KD 6.464 (6.469)] +2024-10-12 04:54:07,940 - Train: 13.13% [164200/1251000] [131.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002876] [CE 5.017 (4.887)] [KD 6.749 (6.478)] +2024-10-12 04:54:15,415 - Train: 13.13% [164250/1251000] [131.3/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002875] [CE 4.897 (4.843)] [KD 6.468 (6.470)] +2024-10-12 04:54:22,863 - Train: 13.13% [164300/1251000] [131.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002875] [CE 4.621 (4.837)] [KD 6.479 (6.394)] +2024-10-12 04:54:30,423 - Train: 13.14% [164350/1251000] [131.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002875] [CE 5.014 (4.902)] [KD 6.493 (6.472)] +2024-10-12 04:54:38,123 - Train: 13.14% [164400/1251000] [131.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.007] [optim_t 0.144] [lr 0.002875] [CE 5.287 (4.863)] [KD 6.677 (6.542)] +2024-10-12 04:54:45,755 - Train: 13.15% [164450/1251000] [131.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002875] [CE 4.738 (4.830)] [KD 6.531 (6.472)] +2024-10-12 04:54:53,393 - Train: 13.15% [164500/1251000] [131.5/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002875] [CE 4.767 (4.829)] [KD 6.440 (6.542)] +2024-10-12 04:55:00,970 - Train: 13.15% [164550/1251000] [131.5/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002875] [CE 4.654 (4.859)] [KD 6.345 (6.435)] +2024-10-12 04:55:08,429 - Train: 13.16% [164600/1251000] [131.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002875] [CE 4.940 (4.876)] [KD 6.593 (6.534)] +2024-10-12 04:55:15,873 - Train: 13.16% [164650/1251000] [131.6/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.150] [lr 0.002875] [CE 4.697 (4.870)] [KD 6.700 (6.515)] +2024-10-12 04:55:23,380 - Train: 13.17% [164700/1251000] [131.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.002875] [CE 4.185 (4.846)] [KD 6.125 (6.432)] +2024-10-12 04:55:31,094 - Train: 13.17% [164750/1251000] [131.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.002875] [CE 4.764 (4.858)] [KD 6.446 (6.495)] +2024-10-12 04:55:38,819 - Train: 13.17% [164800/1251000] [131.7/1000.0] [batch_t 0.144 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.002875] [CE 5.183 (4.810)] [KD 6.692 (6.506)] +2024-10-12 04:55:46,424 - Train: 13.18% [164850/1251000] [131.8/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.139] [lr 0.002875] [CE 4.571 (4.851)] [KD 6.584 (6.457)] +2024-10-12 04:55:53,999 - Train: 13.18% [164900/1251000] [131.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002874] [CE 5.130 (4.845)] [KD 6.382 (6.477)] +2024-10-12 04:56:01,458 - Train: 13.19% [164950/1251000] [131.9/1000.0] [batch_t 0.156 (0.149)] [data_t 0.006] [optim_t 0.150] [lr 0.002874] [CE 5.281 (4.820)] [KD 6.635 (6.506)] +2024-10-12 04:56:09,129 - Train: 13.19% [165000/1251000] [131.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.006] [optim_t 0.147] [lr 0.002874] [CE 5.087 (4.909)] [KD 6.660 (6.594)] +2024-10-12 04:56:16,726 - Train: 13.19% [165050/1251000] [131.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.002874] [CE 4.941 (4.822)] [KD 6.472 (6.441)] +2024-10-12 04:56:24,272 - Train: 13.20% [165100/1251000] [132.0/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.002874] [CE 5.063 (4.823)] [KD 6.328 (6.444)] +2024-10-12 04:56:28,908 - ==> Total time: 7:09:19 Eta: 1 day, 23:03:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 04:56:33,660 - Train: 13.20% [165150/1251000] [132.0/1000.0] [batch_t 0.148 (0.175)] [data_t 0.003] [optim_t 0.145] [lr 0.002874] [CE 4.650 (4.773)] [KD 6.705 (6.458)] +2024-10-12 04:56:41,318 - Train: 13.21% [165200/1251000] [132.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.002874] [CE 4.579 (4.794)] [KD 6.588 (6.453)] +2024-10-12 04:56:48,879 - Train: 13.21% [165250/1251000] [132.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002874] [CE 5.163 (4.803)] [KD 6.404 (6.465)] +2024-10-12 04:56:56,555 - Train: 13.21% [165300/1251000] [132.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.002874] [CE 5.297 (4.921)] [KD 6.730 (6.463)] +2024-10-12 04:57:04,234 - Train: 13.22% [165350/1251000] [132.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002874] [CE 4.474 (4.789)] [KD 6.482 (6.464)] +2024-10-12 04:57:11,802 - Train: 13.22% [165400/1251000] [132.2/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.002874] [CE 4.420 (4.857)] [KD 6.280 (6.494)] +2024-10-12 04:57:19,197 - Train: 13.23% [165450/1251000] [132.3/1000.0] [batch_t 0.160 (0.148)] [data_t 0.006] [optim_t 0.154] [lr 0.002874] [CE 4.973 (4.943)] [KD 6.669 (6.539)] +2024-10-12 04:57:26,710 - Train: 13.23% [165500/1251000] [132.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002874] [CE 5.144 (4.854)] [KD 6.646 (6.610)] +2024-10-12 04:57:34,242 - Train: 13.23% [165550/1251000] [132.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002874] [CE 4.635 (4.875)] [KD 6.632 (6.480)] +2024-10-12 04:57:41,785 - Train: 13.24% [165600/1251000] [132.4/1000.0] [batch_t 0.159 (0.151)] [data_t 0.005] [optim_t 0.154] [lr 0.002873] [CE 4.463 (4.758)] [KD 6.087 (6.449)] +2024-10-12 04:57:49,419 - Train: 13.24% [165650/1251000] [132.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.002873] [CE 4.930 (4.857)] [KD 6.724 (6.522)] +2024-10-12 04:57:57,100 - Train: 13.25% [165700/1251000] [132.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002873] [CE 4.914 (4.822)] [KD 6.577 (6.490)] +2024-10-12 04:58:04,770 - Train: 13.25% [165750/1251000] [132.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002873] [CE 4.862 (4.855)] [KD 6.333 (6.478)] +2024-10-12 04:58:12,180 - Train: 13.25% [165800/1251000] [132.5/1000.0] [batch_t 0.155 (0.148)] [data_t 0.005] [optim_t 0.151] [lr 0.002873] [CE 4.921 (4.878)] [KD 6.846 (6.552)] +2024-10-12 04:58:19,791 - Train: 13.26% [165850/1251000] [132.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002873] [CE 4.985 (4.894)] [KD 6.629 (6.560)] +2024-10-12 04:58:27,176 - Train: 13.26% [165900/1251000] [132.6/1000.0] [batch_t 0.154 (0.148)] [data_t 0.005] [optim_t 0.149] [lr 0.002873] [CE 5.032 (4.868)] [KD 6.811 (6.557)] +2024-10-12 04:58:34,831 - Train: 13.27% [165950/1251000] [132.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.002873] [CE 4.698 (4.857)] [KD 6.360 (6.486)] +2024-10-12 04:58:42,188 - Train: 13.27% [166000/1251000] [132.7/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.140] [lr 0.002873] [CE 4.431 (4.861)] [KD 6.310 (6.568)] +2024-10-12 04:58:49,748 - Train: 13.27% [166050/1251000] [132.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002873] [CE 4.884 (4.829)] [KD 6.420 (6.548)] +2024-10-12 04:58:57,312 - Train: 13.28% [166100/1251000] [132.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002873] [CE 4.561 (4.810)] [KD 6.425 (6.563)] +2024-10-12 04:59:05,017 - Train: 13.28% [166150/1251000] [132.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002873] [CE 5.366 (4.987)] [KD 6.610 (6.629)] +2024-10-12 04:59:12,689 - Train: 13.29% [166200/1251000] [132.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002873] [CE 5.196 (4.732)] [KD 6.321 (6.458)] +2024-10-12 04:59:20,307 - Train: 13.29% [166250/1251000] [132.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002872] [CE 5.079 (4.843)] [KD 6.494 (6.459)] +2024-10-12 04:59:27,852 - Train: 13.29% [166300/1251000] [132.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002872] [CE 4.883 (4.845)] [KD 6.760 (6.521)] +2024-10-12 04:59:35,267 - Train: 13.30% [166350/1251000] [133.0/1000.0] [batch_t 0.155 (0.148)] [data_t 0.004] [optim_t 0.151] [lr 0.002872] [CE 4.569 (4.802)] [KD 6.060 (6.459)] +2024-10-12 04:59:40,064 - ==> Total time: 7:12:31 Eta: 1 day, 22:59:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 04:59:44,903 - Train: 13.30% [166400/1251000] [133.0/1000.0] [batch_t 0.146 (0.177)] [data_t 0.005] [optim_t 0.141] [lr 0.002872] [CE 4.720 (4.947)] [KD 6.276 (6.533)] +2024-10-12 04:59:52,310 - Train: 13.31% [166450/1251000] [133.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.002872] [CE 4.783 (4.865)] [KD 6.427 (6.510)] +2024-10-12 05:00:00,155 - Train: 13.31% [166500/1251000] [133.1/1000.0] [batch_t 0.145 (0.157)] [data_t 0.004] [optim_t 0.142] [lr 0.002872] [CE 4.611 (4.892)] [KD 6.000 (6.538)] +2024-10-12 05:00:07,873 - Train: 13.31% [166550/1251000] [133.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002872] [CE 4.958 (4.822)] [KD 6.938 (6.519)] +2024-10-12 05:00:15,445 - Train: 13.32% [166600/1251000] [133.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002872] [CE 4.733 (4.831)] [KD 6.521 (6.427)] +2024-10-12 05:00:23,008 - Train: 13.32% [166650/1251000] [133.2/1000.0] [batch_t 0.279 (0.151)] [data_t 0.003] [optim_t 0.276] [lr 0.002872] [CE 5.241 (4.854)] [KD 6.830 (6.548)] +2024-10-12 05:00:30,765 - Train: 13.33% [166700/1251000] [133.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.002872] [CE 5.014 (4.854)] [KD 6.683 (6.480)] +2024-10-12 05:00:38,379 - Train: 13.33% [166750/1251000] [133.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002872] [CE 4.455 (4.829)] [KD 6.439 (6.565)] +2024-10-12 05:00:45,878 - Train: 13.33% [166800/1251000] [133.3/1000.0] [batch_t 0.153 (0.150)] [data_t 0.007] [optim_t 0.146] [lr 0.002872] [CE 4.411 (4.899)] [KD 6.273 (6.553)] +2024-10-12 05:00:53,808 - Train: 13.34% [166850/1251000] [133.4/1000.0] [batch_t 0.157 (0.158)] [data_t 0.003] [optim_t 0.155] [lr 0.002872] [CE 5.224 (4.818)] [KD 6.794 (6.443)] +2024-10-12 05:01:01,385 - Train: 13.34% [166900/1251000] [133.4/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.002871] [CE 4.160 (4.864)] [KD 6.264 (6.455)] +2024-10-12 05:01:09,125 - Train: 13.35% [166950/1251000] [133.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.002871] [CE 5.193 (4.850)] [KD 6.437 (6.435)] +2024-10-12 05:01:16,731 - Train: 13.35% [167000/1251000] [133.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.002871] [CE 4.664 (4.883)] [KD 6.290 (6.460)] +2024-10-12 05:01:24,591 - Train: 13.35% [167050/1251000] [133.5/1000.0] [batch_t 0.148 (0.157)] [data_t 0.006] [optim_t 0.142] [lr 0.002871] [CE 4.764 (4.816)] [KD 6.342 (6.494)] +2024-10-12 05:01:32,316 - Train: 13.36% [167100/1251000] [133.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002871] [CE 4.097 (4.872)] [KD 6.257 (6.527)] +2024-10-12 05:01:39,839 - Train: 13.36% [167150/1251000] [133.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002871] [CE 4.520 (4.861)] [KD 6.185 (6.458)] +2024-10-12 05:01:47,319 - Train: 13.37% [167200/1251000] [133.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002871] [CE 4.549 (4.826)] [KD 6.347 (6.493)] +2024-10-12 05:01:54,965 - Train: 13.37% [167250/1251000] [133.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002871] [CE 4.754 (4.808)] [KD 6.603 (6.502)] +2024-10-12 05:02:02,604 - Train: 13.37% [167300/1251000] [133.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.007] [optim_t 0.144] [lr 0.002871] [CE 5.191 (4.882)] [KD 6.612 (6.621)] +2024-10-12 05:02:10,357 - Train: 13.38% [167350/1251000] [133.8/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002871] [CE 5.317 (4.790)] [KD 6.514 (6.441)] +2024-10-12 05:02:18,369 - Train: 13.38% [167400/1251000] [133.8/1000.0] [batch_t 0.152 (0.160)] [data_t 0.005] [optim_t 0.147] [lr 0.002871] [CE 4.523 (4.873)] [KD 6.717 (6.544)] +2024-10-12 05:02:25,813 - Train: 13.39% [167450/1251000] [133.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002871] [CE 5.188 (4.812)] [KD 6.674 (6.539)] +2024-10-12 05:02:33,365 - Train: 13.39% [167500/1251000] [133.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002871] [CE 4.537 (4.855)] [KD 6.340 (6.563)] +2024-10-12 05:02:40,798 - Train: 13.39% [167550/1251000] [133.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002870] [CE 4.734 (4.829)] [KD 6.653 (6.582)] +2024-10-12 05:02:48,365 - Train: 13.40% [167600/1251000] [134.0/1000.0] [batch_t 0.274 (0.151)] [data_t 0.003] [optim_t 0.271] [lr 0.002870] [CE 4.863 (4.964)] [KD 6.630 (6.678)] +2024-10-12 05:02:53,346 - ==> Total time: 7:15:44 Eta: 1 day, 22:56:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 05:02:58,046 - Train: 13.40% [167650/1251000] [134.0/1000.0] [batch_t 0.150 (0.189)] [data_t 0.004] [optim_t 0.146] [lr 0.002870] [CE 4.975 (4.927)] [KD 6.697 (6.614)] +2024-10-12 05:03:05,674 - Train: 13.41% [167700/1251000] [134.1/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.002870] [CE 4.233 (4.813)] [KD 5.963 (6.481)] +2024-10-12 05:03:13,364 - Train: 13.41% [167750/1251000] [134.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002870] [CE 5.290 (4.873)] [KD 6.692 (6.432)] +2024-10-12 05:03:21,145 - Train: 13.41% [167800/1251000] [134.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.002870] [CE 4.862 (4.841)] [KD 6.196 (6.378)] +2024-10-12 05:03:28,957 - Train: 13.42% [167850/1251000] [134.2/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.002870] [CE 5.236 (4.852)] [KD 6.759 (6.430)] +2024-10-12 05:03:36,446 - Train: 13.42% [167900/1251000] [134.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002870] [CE 4.973 (4.872)] [KD 6.497 (6.479)] +2024-10-12 05:03:43,947 - Train: 13.43% [167950/1251000] [134.3/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002870] [CE 4.554 (4.843)] [KD 6.152 (6.479)] +2024-10-12 05:03:51,512 - Train: 13.43% [168000/1251000] [134.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002870] [CE 4.804 (4.829)] [KD 6.712 (6.466)] +2024-10-12 05:03:59,478 - Train: 13.43% [168050/1251000] [134.3/1000.0] [batch_t 0.144 (0.159)] [data_t 0.004] [optim_t 0.140] [lr 0.002870] [CE 4.882 (4.915)] [KD 6.146 (6.586)] +2024-10-12 05:04:07,140 - Train: 13.44% [168100/1251000] [134.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002870] [CE 5.078 (4.825)] [KD 6.631 (6.516)] +2024-10-12 05:04:14,785 - Train: 13.44% [168150/1251000] [134.4/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.002870] [CE 4.654 (4.873)] [KD 6.264 (6.585)] +2024-10-12 05:04:22,299 - Train: 13.45% [168200/1251000] [134.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002869] [CE 5.202 (4.839)] [KD 6.597 (6.394)] +2024-10-12 05:04:30,212 - Train: 13.45% [168250/1251000] [134.5/1000.0] [batch_t 0.147 (0.158)] [data_t 0.005] [optim_t 0.142] [lr 0.002869] [CE 4.589 (4.832)] [KD 6.376 (6.352)] +2024-10-12 05:04:37,741 - Train: 13.45% [168300/1251000] [134.5/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.002869] [CE 5.178 (4.907)] [KD 6.289 (6.461)] +2024-10-12 05:04:45,161 - Train: 13.46% [168350/1251000] [134.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002869] [CE 4.842 (4.838)] [KD 6.690 (6.489)] +2024-10-12 05:04:52,761 - Train: 13.46% [168400/1251000] [134.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002869] [CE 4.354 (4.817)] [KD 6.170 (6.465)] +2024-10-12 05:05:00,354 - Train: 13.47% [168450/1251000] [134.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002869] [CE 4.452 (4.850)] [KD 6.483 (6.469)] +2024-10-12 05:05:08,135 - Train: 13.47% [168500/1251000] [134.7/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.002869] [CE 4.941 (4.892)] [KD 6.481 (6.560)] +2024-10-12 05:05:15,752 - Train: 13.47% [168550/1251000] [134.7/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.002869] [CE 4.880 (4.952)] [KD 6.376 (6.561)] +2024-10-12 05:05:23,343 - Train: 13.48% [168600/1251000] [134.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.002869] [CE 5.024 (4.922)] [KD 6.445 (6.477)] +2024-10-12 05:05:30,908 - Train: 13.48% [168650/1251000] [134.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002869] [CE 5.167 (4.868)] [KD 6.568 (6.442)] +2024-10-12 05:05:38,520 - Train: 13.49% [168700/1251000] [134.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002869] [CE 4.554 (4.923)] [KD 6.579 (6.674)] +2024-10-12 05:05:45,948 - Train: 13.49% [168750/1251000] [134.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002869] [CE 4.543 (4.868)] [KD 6.240 (6.655)] +2024-10-12 05:05:53,549 - Train: 13.49% [168800/1251000] [134.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002869] [CE 5.010 (4.922)] [KD 6.709 (6.645)] +2024-10-12 05:06:00,971 - Train: 13.50% [168850/1251000] [135.0/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002868] [CE 4.128 (4.829)] [KD 6.344 (6.480)] +2024-10-12 05:06:12,529 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.110)] [top1_cnt 28376] [top5_cnt 40216] [top_all 50000] +2024-10-12 05:06:12,530 - net: 56.752 (80.432) +2024-10-12 05:06:18,498 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 33727] [top5_cnt 44072] [top_all 50000] +2024-10-12 05:06:18,498 - net_E: 67.454 (88.144) +2024-10-12 05:06:18,614 - Max [top1: 60.002 (epoch: 100)] [top1-ema: 67.474 (epoch: 125)] +2024-10-12 05:06:18,615 - ==> Total time: 7:19:09 Eta: 1 day, 22:53:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 05:06:23,404 - Train: 13.50% [168900/1251000] [135.0/1000.0] [batch_t 0.148 (0.173)] [data_t 0.003] [optim_t 0.145] [lr 0.002868] [CE 4.740 (4.803)] [KD 6.284 (6.379)] +2024-10-12 05:06:31,004 - Train: 13.51% [168950/1251000] [135.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002868] [CE 4.925 (4.891)] [KD 6.442 (6.462)] +2024-10-12 05:06:38,704 - Train: 13.51% [169000/1251000] [135.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002868] [CE 5.227 (4.888)] [KD 6.782 (6.481)] +2024-10-12 05:06:46,460 - Train: 13.51% [169050/1251000] [135.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.002868] [CE 5.132 (4.801)] [KD 6.565 (6.427)] +2024-10-12 05:06:54,259 - Train: 13.52% [169100/1251000] [135.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.002868] [CE 5.180 (4.916)] [KD 6.587 (6.466)] +2024-10-12 05:07:01,768 - Train: 13.52% [169150/1251000] [135.2/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.002868] [CE 4.915 (4.854)] [KD 6.377 (6.531)] +2024-10-12 05:07:09,450 - Train: 13.53% [169200/1251000] [135.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002868] [CE 4.563 (4.817)] [KD 6.491 (6.453)] +2024-10-12 05:07:17,055 - Train: 13.53% [169250/1251000] [135.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.002868] [CE 5.296 (4.839)] [KD 6.661 (6.467)] +2024-10-12 05:07:24,898 - Train: 13.53% [169300/1251000] [135.3/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.002868] [CE 4.529 (4.847)] [KD 6.641 (6.524)] +2024-10-12 05:07:32,370 - Train: 13.54% [169350/1251000] [135.4/1000.0] [batch_t 0.152 (0.149)] [data_t 0.006] [optim_t 0.147] [lr 0.002868] [CE 5.305 (4.905)] [KD 6.490 (6.467)] +2024-10-12 05:07:39,849 - Train: 13.54% [169400/1251000] [135.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002868] [CE 4.165 (4.844)] [KD 6.008 (6.525)] +2024-10-12 05:07:47,417 - Train: 13.55% [169450/1251000] [135.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002868] [CE 4.708 (4.883)] [KD 6.257 (6.520)] +2024-10-12 05:07:55,158 - Train: 13.55% [169500/1251000] [135.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.006] [optim_t 0.146] [lr 0.002867] [CE 5.249 (4.810)] [KD 6.883 (6.519)] +2024-10-12 05:08:02,725 - Train: 13.55% [169550/1251000] [135.5/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.002867] [CE 4.852 (4.838)] [KD 6.609 (6.447)] +2024-10-12 05:08:10,354 - Train: 13.56% [169600/1251000] [135.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.002867] [CE 5.013 (4.882)] [KD 6.360 (6.442)] +2024-10-12 05:08:17,831 - Train: 13.56% [169650/1251000] [135.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.002867] [CE 4.890 (4.864)] [KD 6.595 (6.512)] +2024-10-12 05:08:25,847 - Train: 13.57% [169700/1251000] [135.7/1000.0] [batch_t 0.147 (0.160)] [data_t 0.004] [optim_t 0.143] [lr 0.002867] [CE 4.730 (4.787)] [KD 6.540 (6.545)] +2024-10-12 05:08:33,335 - Train: 13.57% [169750/1251000] [135.7/1000.0] [batch_t 0.162 (0.150)] [data_t 0.004] [optim_t 0.158] [lr 0.002867] [CE 4.671 (4.847)] [KD 6.742 (6.575)] +2024-10-12 05:08:40,811 - Train: 13.57% [169800/1251000] [135.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.002867] [CE 5.185 (4.955)] [KD 6.949 (6.759)] +2024-10-12 05:08:48,429 - Train: 13.58% [169850/1251000] [135.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002867] [CE 4.626 (4.761)] [KD 6.037 (6.472)] +2024-10-12 05:08:56,149 - Train: 13.58% [169900/1251000] [135.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.002867] [CE 4.614 (4.832)] [KD 6.584 (6.544)] +2024-10-12 05:09:03,765 - Train: 13.59% [169950/1251000] [135.9/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.002867] [CE 5.158 (4.885)] [KD 6.905 (6.640)] +2024-10-12 05:09:11,403 - Train: 13.59% [170000/1251000] [135.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.002867] [CE 4.576 (4.840)] [KD 6.378 (6.473)] +2024-10-12 05:09:18,977 - Train: 13.59% [170050/1251000] [135.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002867] [CE 4.978 (4.891)] [KD 6.834 (6.569)] +2024-10-12 05:09:26,564 - Train: 13.60% [170100/1251000] [136.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002867] [CE 5.107 (4.825)] [KD 6.705 (6.544)] +2024-10-12 05:09:31,912 - ==> Total time: 7:22:22 Eta: 1 day, 22:50:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 05:09:35,919 - Train: 13.60% [170150/1251000] [136.0/1000.0] [batch_t 0.143 (0.181)] [data_t 0.003] [optim_t 0.140] [lr 0.002866] [CE 4.448 (4.799)] [KD 6.195 (6.459)] +2024-10-12 05:09:43,537 - Train: 13.61% [170200/1251000] [136.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.007] [optim_t 0.142] [lr 0.002866] [CE 4.902 (4.826)] [KD 6.625 (6.436)] +2024-10-12 05:09:51,241 - Train: 13.61% [170250/1251000] [136.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002866] [CE 4.672 (4.923)] [KD 6.762 (6.486)] +2024-10-12 05:09:59,010 - Train: 13.61% [170300/1251000] [136.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.002866] [CE 4.911 (4.849)] [KD 6.284 (6.563)] +2024-10-12 05:10:06,570 - Train: 13.62% [170350/1251000] [136.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002866] [CE 4.839 (4.947)] [KD 6.243 (6.542)] +2024-10-12 05:10:14,230 - Train: 13.62% [170400/1251000] [136.2/1000.0] [batch_t 0.158 (0.153)] [data_t 0.003] [optim_t 0.155] [lr 0.002866] [CE 4.600 (4.922)] [KD 6.462 (6.534)] +2024-10-12 05:10:22,038 - Train: 13.63% [170450/1251000] [136.3/1000.0] [batch_t 0.147 (0.156)] [data_t 0.006] [optim_t 0.142] [lr 0.002866] [CE 4.935 (4.850)] [KD 6.547 (6.450)] +2024-10-12 05:10:29,706 - Train: 13.63% [170500/1251000] [136.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.002866] [CE 4.439 (4.865)] [KD 6.043 (6.445)] +2024-10-12 05:10:37,428 - Train: 13.63% [170550/1251000] [136.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.002866] [CE 5.166 (4.898)] [KD 6.442 (6.582)] +2024-10-12 05:10:45,186 - Train: 13.64% [170600/1251000] [136.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002866] [CE 5.365 (4.888)] [KD 6.528 (6.516)] +2024-10-12 05:10:52,748 - Train: 13.64% [170650/1251000] [136.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002866] [CE 4.635 (4.874)] [KD 6.377 (6.481)] +2024-10-12 05:11:00,407 - Train: 13.65% [170700/1251000] [136.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.006] [optim_t 0.146] [lr 0.002866] [CE 5.097 (4.837)] [KD 6.766 (6.460)] +2024-10-12 05:11:08,145 - Train: 13.65% [170750/1251000] [136.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.002866] [CE 4.576 (4.863)] [KD 6.294 (6.435)] +2024-10-12 05:11:15,707 - Train: 13.65% [170800/1251000] [136.5/1000.0] [batch_t 0.153 (0.151)] [data_t 0.006] [optim_t 0.147] [lr 0.002865] [CE 4.860 (4.820)] [KD 6.563 (6.461)] +2024-10-12 05:11:23,201 - Train: 13.66% [170850/1251000] [136.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002865] [CE 4.431 (4.781)] [KD 6.493 (6.509)] +2024-10-12 05:11:30,765 - Train: 13.66% [170900/1251000] [136.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002865] [CE 5.065 (4.880)] [KD 7.002 (6.489)] +2024-10-12 05:11:38,378 - Train: 13.67% [170950/1251000] [136.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.002865] [CE 4.487 (4.809)] [KD 6.026 (6.432)] +2024-10-12 05:11:46,392 - Train: 13.67% [171000/1251000] [136.7/1000.0] [batch_t 0.147 (0.160)] [data_t 0.005] [optim_t 0.143] [lr 0.002865] [CE 4.539 (4.792)] [KD 6.148 (6.395)] +2024-10-12 05:11:53,847 - Train: 13.67% [171050/1251000] [136.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002865] [CE 4.653 (4.814)] [KD 6.395 (6.444)] +2024-10-12 05:12:01,327 - Train: 13.68% [171100/1251000] [136.8/1000.0] [batch_t 0.158 (0.149)] [data_t 0.005] [optim_t 0.154] [lr 0.002865] [CE 4.649 (4.823)] [KD 6.486 (6.583)] +2024-10-12 05:12:08,817 - Train: 13.68% [171150/1251000] [136.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.002865] [CE 5.068 (4.913)] [KD 7.065 (6.676)] +2024-10-12 05:12:16,330 - Train: 13.69% [171200/1251000] [136.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002865] [CE 4.842 (4.867)] [KD 6.755 (6.613)] +2024-10-12 05:12:23,886 - Train: 13.69% [171250/1251000] [136.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002865] [CE 5.238 (4.876)] [KD 6.583 (6.535)] +2024-10-12 05:12:31,708 - Train: 13.69% [171300/1251000] [136.9/1000.0] [batch_t 0.144 (0.156)] [data_t 0.005] [optim_t 0.139] [lr 0.002865] [CE 4.804 (4.871)] [KD 6.790 (6.528)] +2024-10-12 05:12:39,290 - Train: 13.70% [171350/1251000] [137.0/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.002865] [CE 4.568 (4.804)] [KD 6.648 (6.507)] +2024-10-12 05:12:44,783 - ==> Total time: 7:25:35 Eta: 1 day, 22:46:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 05:12:48,602 - Train: 13.70% [171400/1251000] [137.0/1000.0] [batch_t 0.145 (0.184)] [data_t 0.005] [optim_t 0.140] [lr 0.002865] [CE 5.260 (4.888)] [KD 6.685 (6.463)] +2024-10-12 05:12:55,999 - Train: 13.71% [171450/1251000] [137.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002864] [CE 5.033 (4.789)] [KD 6.592 (6.451)] +2024-10-12 05:13:03,576 - Train: 13.71% [171500/1251000] [137.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002864] [CE 5.189 (4.865)] [KD 6.587 (6.486)] +2024-10-12 05:13:11,078 - Train: 13.71% [171550/1251000] [137.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002864] [CE 5.361 (4.872)] [KD 6.851 (6.443)] +2024-10-12 05:13:18,910 - Train: 13.72% [171600/1251000] [137.2/1000.0] [batch_t 0.146 (0.157)] [data_t 0.006] [optim_t 0.140] [lr 0.002864] [CE 5.359 (4.872)] [KD 6.768 (6.467)] +2024-10-12 05:13:26,467 - Train: 13.72% [171650/1251000] [137.2/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.002864] [CE 4.831 (4.875)] [KD 6.522 (6.484)] +2024-10-12 05:13:34,170 - Train: 13.73% [171700/1251000] [137.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002864] [CE 5.139 (4.888)] [KD 6.433 (6.524)] +2024-10-12 05:13:41,646 - Train: 13.73% [171750/1251000] [137.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002864] [CE 5.275 (4.818)] [KD 7.110 (6.529)] +2024-10-12 05:13:49,345 - Train: 13.73% [171800/1251000] [137.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002864] [CE 4.693 (4.819)] [KD 6.637 (6.517)] +2024-10-12 05:13:56,820 - Train: 13.74% [171850/1251000] [137.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.002864] [CE 5.237 (4.860)] [KD 6.687 (6.507)] +2024-10-12 05:14:04,457 - Train: 13.74% [171900/1251000] [137.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002864] [CE 4.628 (4.836)] [KD 6.808 (6.460)] +2024-10-12 05:14:12,040 - Train: 13.75% [171950/1251000] [137.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002864] [CE 5.156 (4.818)] [KD 6.432 (6.479)] +2024-10-12 05:14:19,673 - Train: 13.75% [172000/1251000] [137.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002864] [CE 4.902 (4.919)] [KD 6.454 (6.557)] +2024-10-12 05:14:27,361 - Train: 13.75% [172050/1251000] [137.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002864] [CE 4.966 (4.852)] [KD 6.153 (6.472)] +2024-10-12 05:14:34,780 - Train: 13.76% [172100/1251000] [137.6/1000.0] [batch_t 0.150 (0.148)] [data_t 0.007] [optim_t 0.143] [lr 0.002863] [CE 5.324 (4.863)] [KD 6.729 (6.490)] +2024-10-12 05:14:42,368 - Train: 13.76% [172150/1251000] [137.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002863] [CE 4.655 (4.781)] [KD 6.460 (6.488)] +2024-10-12 05:14:49,986 - Train: 13.76% [172200/1251000] [137.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002863] [CE 5.096 (4.818)] [KD 6.691 (6.473)] +2024-10-12 05:14:57,526 - Train: 13.77% [172250/1251000] [137.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002863] [CE 5.144 (4.821)] [KD 6.523 (6.481)] +2024-10-12 05:15:05,050 - Train: 13.77% [172300/1251000] [137.7/1000.0] [batch_t 0.161 (0.150)] [data_t 0.005] [optim_t 0.156] [lr 0.002863] [CE 4.410 (4.863)] [KD 6.828 (6.498)] +2024-10-12 05:15:12,801 - Train: 13.78% [172350/1251000] [137.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.002863] [CE 4.855 (4.741)] [KD 6.613 (6.463)] +2024-10-12 05:15:20,375 - Train: 13.78% [172400/1251000] [137.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002863] [CE 4.218 (4.799)] [KD 6.584 (6.456)] +2024-10-12 05:15:28,007 - Train: 13.78% [172450/1251000] [137.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002863] [CE 4.821 (4.852)] [KD 6.705 (6.399)] +2024-10-12 05:15:35,586 - Train: 13.79% [172500/1251000] [137.9/1000.0] [batch_t 0.154 (0.151)] [data_t 0.006] [optim_t 0.148] [lr 0.002863] [CE 4.874 (4.863)] [KD 6.193 (6.421)] +2024-10-12 05:15:43,251 - Train: 13.79% [172550/1251000] [137.9/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.002863] [CE 5.055 (4.845)] [KD 6.896 (6.519)] +2024-10-12 05:15:50,693 - Train: 13.80% [172600/1251000] [138.0/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002863] [CE 4.711 (4.828)] [KD 6.207 (6.498)] +2024-10-12 05:15:56,475 - ==> Total time: 7:28:47 Eta: 1 day, 22:43:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 05:16:00,991 - Train: 13.80% [172650/1251000] [138.0/1000.0] [batch_t 0.146 (0.189)] [data_t 0.005] [optim_t 0.141] [lr 0.002863] [CE 4.976 (5.032)] [KD 6.996 (6.532)] +2024-10-12 05:16:08,472 - Train: 13.80% [172700/1251000] [138.0/1000.0] [batch_t 0.155 (0.149)] [data_t 0.004] [optim_t 0.151] [lr 0.002863] [CE 4.958 (4.844)] [KD 6.528 (6.473)] +2024-10-12 05:16:16,049 - Train: 13.81% [172750/1251000] [138.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002862] [CE 4.539 (4.811)] [KD 6.289 (6.421)] +2024-10-12 05:16:23,761 - Train: 13.81% [172800/1251000] [138.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002862] [CE 5.001 (4.910)] [KD 6.408 (6.581)] +2024-10-12 05:16:31,353 - Train: 13.82% [172850/1251000] [138.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002862] [CE 4.983 (4.861)] [KD 6.431 (6.413)] +2024-10-12 05:16:38,952 - Train: 13.82% [172900/1251000] [138.2/1000.0] [batch_t 0.158 (0.152)] [data_t 0.005] [optim_t 0.154] [lr 0.002862] [CE 5.118 (4.824)] [KD 6.611 (6.404)] +2024-10-12 05:16:46,427 - Train: 13.82% [172950/1251000] [138.2/1000.0] [batch_t 0.142 (0.149)] [data_t 0.003] [optim_t 0.140] [lr 0.002862] [CE 5.135 (4.861)] [KD 6.549 (6.457)] +2024-10-12 05:16:54,225 - Train: 13.83% [173000/1251000] [138.3/1000.0] [batch_t 0.154 (0.156)] [data_t 0.003] [optim_t 0.151] [lr 0.002862] [CE 4.598 (4.825)] [KD 6.713 (6.527)] +2024-10-12 05:17:01,928 - Train: 13.83% [173050/1251000] [138.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.002862] [CE 5.091 (4.929)] [KD 6.958 (6.639)] +2024-10-12 05:17:09,363 - Train: 13.84% [173100/1251000] [138.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002862] [CE 4.995 (4.942)] [KD 6.601 (6.511)] +2024-10-12 05:17:16,978 - Train: 13.84% [173150/1251000] [138.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002862] [CE 4.968 (4.844)] [KD 6.305 (6.518)] +2024-10-12 05:17:24,567 - Train: 13.84% [173200/1251000] [138.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002862] [CE 5.020 (4.809)] [KD 6.567 (6.431)] +2024-10-12 05:17:32,039 - Train: 13.85% [173250/1251000] [138.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002862] [CE 5.172 (4.848)] [KD 6.772 (6.459)] +2024-10-12 05:17:39,563 - Train: 13.85% [173300/1251000] [138.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002862] [CE 5.034 (4.832)] [KD 6.353 (6.452)] +2024-10-12 05:17:47,399 - Train: 13.86% [173350/1251000] [138.6/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.002861] [CE 4.351 (4.830)] [KD 6.436 (6.467)] +2024-10-12 05:17:54,986 - Train: 13.86% [173400/1251000] [138.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002861] [CE 4.845 (4.905)] [KD 6.532 (6.536)] +2024-10-12 05:18:02,556 - Train: 13.86% [173450/1251000] [138.6/1000.0] [batch_t 0.264 (0.151)] [data_t 0.003] [optim_t 0.261] [lr 0.002861] [CE 4.847 (4.922)] [KD 6.339 (6.499)] +2024-10-12 05:18:10,179 - Train: 13.87% [173500/1251000] [138.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.006] [optim_t 0.146] [lr 0.002861] [CE 4.994 (4.884)] [KD 6.620 (6.453)] +2024-10-12 05:18:17,752 - Train: 13.87% [173550/1251000] [138.7/1000.0] [batch_t 0.271 (0.151)] [data_t 0.005] [optim_t 0.266] [lr 0.002861] [CE 4.682 (4.878)] [KD 6.233 (6.558)] +2024-10-12 05:18:25,160 - Train: 13.88% [173600/1251000] [138.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.002861] [CE 4.673 (4.862)] [KD 6.216 (6.350)] +2024-10-12 05:18:32,679 - Train: 13.88% [173650/1251000] [138.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002861] [CE 5.171 (4.799)] [KD 6.648 (6.415)] +2024-10-12 05:18:40,301 - Train: 13.88% [173700/1251000] [138.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002861] [CE 4.308 (4.814)] [KD 6.212 (6.453)] +2024-10-12 05:18:47,831 - Train: 13.89% [173750/1251000] [138.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.002861] [CE 5.112 (4.882)] [KD 6.343 (6.453)] +2024-10-12 05:18:55,233 - Train: 13.89% [173800/1251000] [138.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002861] [CE 5.252 (4.853)] [KD 7.076 (6.491)] +2024-10-12 05:19:02,946 - Train: 13.90% [173850/1251000] [139.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002861] [CE 4.777 (4.853)] [KD 6.740 (6.567)] +2024-10-12 05:19:08,897 - ==> Total time: 7:31:59 Eta: 1 day, 22:39:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 05:19:12,415 - Train: 13.90% [173900/1251000] [139.0/1000.0] [batch_t 0.162 (0.191)] [data_t 0.005] [optim_t 0.157] [lr 0.002861] [CE 5.086 (4.848)] [KD 6.545 (6.492)] +2024-10-12 05:19:20,191 - Train: 13.90% [173950/1251000] [139.0/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.002861] [CE 5.232 (4.755)] [KD 6.525 (6.357)] +2024-10-12 05:19:27,682 - Train: 13.91% [174000/1251000] [139.1/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002860] [CE 4.695 (4.750)] [KD 6.377 (6.414)] +2024-10-12 05:19:35,345 - Train: 13.91% [174050/1251000] [139.1/1000.0] [batch_t 0.156 (0.153)] [data_t 0.006] [optim_t 0.150] [lr 0.002860] [CE 5.030 (4.869)] [KD 6.546 (6.476)] +2024-10-12 05:19:42,947 - Train: 13.92% [174100/1251000] [139.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002860] [CE 4.604 (4.859)] [KD 6.406 (6.544)] +2024-10-12 05:19:50,536 - Train: 13.92% [174150/1251000] [139.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002860] [CE 5.002 (4.870)] [KD 6.502 (6.542)] +2024-10-12 05:19:58,009 - Train: 13.92% [174200/1251000] [139.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002860] [CE 4.962 (4.843)] [KD 6.337 (6.499)] +2024-10-12 05:20:06,031 - Train: 13.93% [174250/1251000] [139.3/1000.0] [batch_t 0.160 (0.160)] [data_t 0.003] [optim_t 0.156] [lr 0.002860] [CE 5.109 (4.882)] [KD 6.607 (6.550)] +2024-10-12 05:20:13,748 - Train: 13.93% [174300/1251000] [139.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002860] [CE 4.926 (4.795)] [KD 6.339 (6.397)] +2024-10-12 05:20:21,204 - Train: 13.94% [174350/1251000] [139.4/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.002860] [CE 5.128 (4.904)] [KD 6.349 (6.577)] +2024-10-12 05:20:28,737 - Train: 13.94% [174400/1251000] [139.4/1000.0] [batch_t 0.143 (0.151)] [data_t 0.005] [optim_t 0.138] [lr 0.002860] [CE 5.011 (4.866)] [KD 6.307 (6.466)] +2024-10-12 05:20:36,184 - Train: 13.94% [174450/1251000] [139.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.007] [optim_t 0.144] [lr 0.002860] [CE 4.917 (4.884)] [KD 6.719 (6.482)] +2024-10-12 05:20:43,615 - Train: 13.95% [174500/1251000] [139.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002860] [CE 5.161 (4.826)] [KD 6.422 (6.444)] +2024-10-12 05:20:51,256 - Train: 13.95% [174550/1251000] [139.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002860] [CE 4.937 (4.811)] [KD 6.990 (6.493)] +2024-10-12 05:20:58,789 - Train: 13.96% [174600/1251000] [139.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002860] [CE 4.949 (4.897)] [KD 6.521 (6.491)] +2024-10-12 05:21:06,576 - Train: 13.96% [174650/1251000] [139.6/1000.0] [batch_t 0.271 (0.156)] [data_t 0.005] [optim_t 0.266] [lr 0.002859] [CE 4.522 (4.824)] [KD 6.368 (6.417)] +2024-10-12 05:21:14,146 - Train: 13.96% [174700/1251000] [139.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002859] [CE 4.636 (4.873)] [KD 6.277 (6.520)] +2024-10-12 05:21:21,695 - Train: 13.97% [174750/1251000] [139.7/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.002859] [CE 4.546 (4.849)] [KD 6.364 (6.384)] +2024-10-12 05:21:29,242 - Train: 13.97% [174800/1251000] [139.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002859] [CE 5.039 (4.841)] [KD 6.384 (6.455)] +2024-10-12 05:21:36,647 - Train: 13.98% [174850/1251000] [139.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002859] [CE 4.389 (4.859)] [KD 6.239 (6.585)] +2024-10-12 05:21:44,220 - Train: 13.98% [174900/1251000] [139.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002859] [CE 5.021 (4.906)] [KD 6.497 (6.562)] +2024-10-12 05:21:51,674 - Train: 13.98% [174950/1251000] [139.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002859] [CE 4.870 (4.829)] [KD 6.980 (6.566)] +2024-10-12 05:21:59,296 - Train: 13.99% [175000/1251000] [139.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002859] [CE 4.977 (4.877)] [KD 6.535 (6.524)] +2024-10-12 05:22:06,921 - Train: 13.99% [175050/1251000] [139.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002859] [CE 4.819 (4.835)] [KD 6.461 (6.637)] +2024-10-12 05:22:14,899 - Train: 14.00% [175100/1251000] [140.0/1000.0] [batch_t 0.147 (0.159)] [data_t 0.004] [optim_t 0.143] [lr 0.002859] [CE 4.980 (4.863)] [KD 6.348 (6.614)] +2024-10-12 05:22:26,453 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 30172] [top5_cnt 41684] [top_all 50000] +2024-10-12 05:22:26,453 - net: 60.344 (83.368) +2024-10-12 05:22:32,211 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.105)] [top1_cnt 33898] [top5_cnt 44002] [top_all 50000] +2024-10-12 05:22:32,211 - net_E: 67.796 (88.004) +2024-10-12 05:22:32,352 - Max [top1: 60.344 (epoch: 140)] [top1-ema: 67.796 (epoch: 140)] +2024-10-12 05:22:32,353 - ==> Total time: 7:35:23 Eta: 1 day, 22:37:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 05:22:37,876 - Train: 14.00% [175150/1251000] [140.0/1000.0] [batch_t 0.149 (0.197)] [data_t 0.004] [optim_t 0.145] [lr 0.002859] [CE 4.924 (4.854)] [KD 6.548 (6.511)] +2024-10-12 05:22:45,353 - Train: 14.00% [175200/1251000] [140.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002859] [CE 4.521 (4.869)] [KD 6.465 (6.439)] +2024-10-12 05:22:52,906 - Train: 14.01% [175250/1251000] [140.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002858] [CE 4.640 (4.785)] [KD 6.265 (6.425)] +2024-10-12 05:23:00,396 - Train: 14.01% [175300/1251000] [140.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002858] [CE 4.972 (4.821)] [KD 6.272 (6.468)] +2024-10-12 05:23:07,827 - Train: 14.02% [175350/1251000] [140.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002858] [CE 4.413 (4.868)] [KD 6.665 (6.516)] +2024-10-12 05:23:15,620 - Train: 14.02% [175400/1251000] [140.2/1000.0] [batch_t 0.145 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.002858] [CE 5.205 (4.849)] [KD 6.763 (6.459)] +2024-10-12 05:23:23,337 - Train: 14.02% [175450/1251000] [140.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002858] [CE 4.530 (4.865)] [KD 6.443 (6.528)] +2024-10-12 05:23:30,876 - Train: 14.03% [175500/1251000] [140.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002858] [CE 5.083 (4.888)] [KD 6.549 (6.469)] +2024-10-12 05:23:38,429 - Train: 14.03% [175550/1251000] [140.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002858] [CE 4.745 (4.831)] [KD 6.591 (6.414)] +2024-10-12 05:23:45,780 - Train: 14.04% [175600/1251000] [140.4/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.002858] [CE 4.567 (4.904)] [KD 6.370 (6.426)] +2024-10-12 05:23:53,317 - Train: 14.04% [175650/1251000] [140.4/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.151] [lr 0.002858] [CE 4.582 (4.815)] [KD 6.135 (6.456)] +2024-10-12 05:24:00,943 - Train: 14.04% [175700/1251000] [140.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002858] [CE 4.831 (4.883)] [KD 6.579 (6.363)] +2024-10-12 05:24:08,652 - Train: 14.05% [175750/1251000] [140.5/1000.0] [batch_t 0.158 (0.154)] [data_t 0.003] [optim_t 0.155] [lr 0.002858] [CE 4.723 (4.817)] [KD 6.336 (6.391)] +2024-10-12 05:24:16,055 - Train: 14.05% [175800/1251000] [140.5/1000.0] [batch_t 0.143 (0.148)] [data_t 0.003] [optim_t 0.140] [lr 0.002858] [CE 5.005 (4.865)] [KD 6.537 (6.473)] +2024-10-12 05:24:23,554 - Train: 14.06% [175850/1251000] [140.6/1000.0] [batch_t 0.154 (0.150)] [data_t 0.006] [optim_t 0.147] [lr 0.002858] [CE 4.901 (4.871)] [KD 6.459 (6.498)] +2024-10-12 05:24:31,134 - Train: 14.06% [175900/1251000] [140.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002857] [CE 5.132 (4.887)] [KD 6.852 (6.554)] +2024-10-12 05:24:38,918 - Train: 14.06% [175950/1251000] [140.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.002857] [CE 4.837 (4.846)] [KD 6.692 (6.503)] +2024-10-12 05:24:46,345 - Train: 14.07% [176000/1251000] [140.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002857] [CE 4.896 (4.814)] [KD 7.026 (6.483)] +2024-10-12 05:24:54,003 - Train: 14.07% [176050/1251000] [140.7/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.002857] [CE 5.280 (4.836)] [KD 6.682 (6.570)] +2024-10-12 05:25:01,563 - Train: 14.08% [176100/1251000] [140.8/1000.0] [batch_t 0.154 (0.151)] [data_t 0.007] [optim_t 0.147] [lr 0.002857] [CE 4.906 (4.796)] [KD 7.003 (6.481)] +2024-10-12 05:25:09,034 - Train: 14.08% [176150/1251000] [140.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002857] [CE 4.541 (4.918)] [KD 6.640 (6.658)] +2024-10-12 05:25:16,602 - Train: 14.08% [176200/1251000] [140.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002857] [CE 4.239 (4.771)] [KD 6.260 (6.552)] +2024-10-12 05:25:24,441 - Train: 14.09% [176250/1251000] [140.9/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.002857] [CE 4.940 (4.875)] [KD 6.621 (6.468)] +2024-10-12 05:25:31,827 - Train: 14.09% [176300/1251000] [140.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.007] [optim_t 0.142] [lr 0.002857] [CE 5.187 (4.969)] [KD 6.779 (6.550)] +2024-10-12 05:25:39,314 - Train: 14.10% [176350/1251000] [141.0/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.002857] [CE 4.589 (4.825)] [KD 6.461 (6.430)] +2024-10-12 05:25:45,500 - ==> Total time: 7:38:36 Eta: 1 day, 22:33:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 05:25:48,886 - Train: 14.10% [176400/1251000] [141.0/1000.0] [batch_t 0.153 (0.212)] [data_t 0.005] [optim_t 0.148] [lr 0.002857] [CE 4.821 (4.735)] [KD 6.149 (6.422)] +2024-10-12 05:25:56,361 - Train: 14.10% [176450/1251000] [141.0/1000.0] [batch_t 0.159 (0.149)] [data_t 0.004] [optim_t 0.155] [lr 0.002857] [CE 4.960 (4.910)] [KD 6.226 (6.410)] +2024-10-12 05:26:03,879 - Train: 14.11% [176500/1251000] [141.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002857] [CE 4.670 (4.828)] [KD 6.405 (6.455)] +2024-10-12 05:26:11,433 - Train: 14.11% [176550/1251000] [141.1/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.002856] [CE 5.081 (4.802)] [KD 6.242 (6.319)] +2024-10-12 05:26:19,502 - Train: 14.12% [176600/1251000] [141.2/1000.0] [batch_t 0.149 (0.161)] [data_t 0.005] [optim_t 0.144] [lr 0.002856] [CE 4.696 (4.857)] [KD 6.244 (6.424)] +2024-10-12 05:26:27,025 - Train: 14.12% [176650/1251000] [141.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.002856] [CE 4.958 (4.757)] [KD 6.359 (6.430)] +2024-10-12 05:26:34,934 - Train: 14.12% [176700/1251000] [141.2/1000.0] [batch_t 0.157 (0.158)] [data_t 0.006] [optim_t 0.151] [lr 0.002856] [CE 4.549 (4.926)] [KD 6.196 (6.518)] +2024-10-12 05:26:42,529 - Train: 14.13% [176750/1251000] [141.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.002856] [CE 4.885 (4.818)] [KD 6.794 (6.649)] +2024-10-12 05:26:50,240 - Train: 14.13% [176800/1251000] [141.3/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.002856] [CE 5.189 (4.903)] [KD 6.900 (6.492)] +2024-10-12 05:26:57,919 - Train: 14.14% [176850/1251000] [141.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002856] [CE 4.994 (4.845)] [KD 6.791 (6.444)] +2024-10-12 05:27:05,383 - Train: 14.14% [176900/1251000] [141.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002856] [CE 4.998 (4.879)] [KD 6.482 (6.417)] +2024-10-12 05:27:12,908 - Train: 14.14% [176950/1251000] [141.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002856] [CE 4.987 (4.867)] [KD 7.032 (6.528)] +2024-10-12 05:27:20,709 - Train: 14.15% [177000/1251000] [141.5/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.002856] [CE 5.325 (4.821)] [KD 6.523 (6.470)] +2024-10-12 05:27:28,247 - Train: 14.15% [177050/1251000] [141.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.008] [optim_t 0.141] [lr 0.002856] [CE 5.012 (4.859)] [KD 6.351 (6.489)] +2024-10-12 05:27:35,815 - Train: 14.16% [177100/1251000] [141.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002856] [CE 4.705 (4.841)] [KD 6.503 (6.497)] +2024-10-12 05:27:43,422 - Train: 14.16% [177150/1251000] [141.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002855] [CE 4.669 (4.799)] [KD 6.326 (6.470)] +2024-10-12 05:27:50,821 - Train: 14.16% [177200/1251000] [141.6/1000.0] [batch_t 0.152 (0.148)] [data_t 0.006] [optim_t 0.146] [lr 0.002855] [CE 4.855 (4.803)] [KD 6.381 (6.412)] +2024-10-12 05:27:58,466 - Train: 14.17% [177250/1251000] [141.7/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.002855] [CE 5.128 (4.913)] [KD 6.548 (6.517)] +2024-10-12 05:28:05,916 - Train: 14.17% [177300/1251000] [141.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002855] [CE 5.172 (4.863)] [KD 6.777 (6.491)] +2024-10-12 05:28:13,338 - Train: 14.18% [177350/1251000] [141.8/1000.0] [batch_t 0.154 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.002855] [CE 4.783 (4.824)] [KD 6.435 (6.575)] +2024-10-12 05:28:20,991 - Train: 14.18% [177400/1251000] [141.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.002855] [CE 4.945 (4.896)] [KD 6.629 (6.548)] +2024-10-12 05:28:28,825 - Train: 14.18% [177450/1251000] [141.8/1000.0] [batch_t 0.154 (0.157)] [data_t 0.007] [optim_t 0.148] [lr 0.002855] [CE 5.317 (4.919)] [KD 6.744 (6.644)] +2024-10-12 05:28:36,298 - Train: 14.19% [177500/1251000] [141.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.002855] [CE 4.329 (4.869)] [KD 6.426 (6.524)] +2024-10-12 05:28:44,001 - Train: 14.19% [177550/1251000] [141.9/1000.0] [batch_t 0.154 (0.154)] [data_t 0.007] [optim_t 0.147] [lr 0.002855] [CE 4.763 (4.859)] [KD 6.410 (6.477)] +2024-10-12 05:28:51,600 - Train: 14.20% [177600/1251000] [142.0/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002855] [CE 4.749 (4.828)] [KD 6.756 (6.450)] +2024-10-12 05:28:57,720 - ==> Total time: 7:41:48 Eta: 1 day, 22:30:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 05:29:01,046 - Train: 14.20% [177650/1251000] [142.0/1000.0] [batch_t 0.148 (0.235)] [data_t 0.004] [optim_t 0.143] [lr 0.002855] [CE 5.041 (4.921)] [KD 6.633 (6.338)] +2024-10-12 05:29:08,463 - Train: 14.20% [177700/1251000] [142.0/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002855] [CE 5.347 (4.834)] [KD 6.832 (6.511)] +2024-10-12 05:29:15,849 - Train: 14.21% [177750/1251000] [142.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002854] [CE 5.266 (4.832)] [KD 6.909 (6.412)] +2024-10-12 05:29:23,379 - Train: 14.21% [177800/1251000] [142.1/1000.0] [batch_t 0.145 (0.150)] [data_t 0.006] [optim_t 0.139] [lr 0.002854] [CE 5.135 (4.850)] [KD 6.736 (6.452)] +2024-10-12 05:29:31,059 - Train: 14.22% [177850/1251000] [142.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002854] [CE 4.611 (4.852)] [KD 6.261 (6.522)] +2024-10-12 05:29:38,627 - Train: 14.22% [177900/1251000] [142.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002854] [CE 4.545 (4.877)] [KD 6.153 (6.413)] +2024-10-12 05:29:46,226 - Train: 14.22% [177950/1251000] [142.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002854] [CE 4.387 (4.831)] [KD 6.396 (6.485)] +2024-10-12 05:29:53,935 - Train: 14.23% [178000/1251000] [142.3/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.002854] [CE 4.712 (4.767)] [KD 6.540 (6.462)] +2024-10-12 05:30:01,356 - Train: 14.23% [178050/1251000] [142.3/1000.0] [batch_t 0.150 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.002854] [CE 4.340 (4.877)] [KD 6.456 (6.501)] +2024-10-12 05:30:09,165 - Train: 14.24% [178100/1251000] [142.4/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.002854] [CE 5.252 (4.887)] [KD 6.822 (6.503)] +2024-10-12 05:30:16,643 - Train: 14.24% [178150/1251000] [142.4/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.150] [lr 0.002854] [CE 4.783 (4.818)] [KD 6.584 (6.482)] +2024-10-12 05:30:24,113 - Train: 14.24% [178200/1251000] [142.4/1000.0] [batch_t 0.156 (0.149)] [data_t 0.005] [optim_t 0.151] [lr 0.002854] [CE 4.423 (4.871)] [KD 6.428 (6.506)] +2024-10-12 05:30:31,738 - Train: 14.25% [178250/1251000] [142.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002854] [CE 4.748 (4.895)] [KD 6.460 (6.497)] +2024-10-12 05:30:39,488 - Train: 14.25% [178300/1251000] [142.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.002854] [CE 4.240 (4.883)] [KD 6.504 (6.483)] +2024-10-12 05:30:47,178 - Train: 14.26% [178350/1251000] [142.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002854] [CE 4.646 (4.922)] [KD 6.273 (6.576)] +2024-10-12 05:30:54,738 - Train: 14.26% [178400/1251000] [142.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.007] [optim_t 0.142] [lr 0.002853] [CE 4.629 (4.891)] [KD 6.476 (6.578)] +2024-10-12 05:31:02,337 - Train: 14.26% [178450/1251000] [142.6/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.002853] [CE 5.041 (4.905)] [KD 6.402 (6.486)] +2024-10-12 05:31:10,033 - Train: 14.27% [178500/1251000] [142.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.002853] [CE 4.825 (4.860)] [KD 6.482 (6.522)] +2024-10-12 05:31:17,533 - Train: 14.27% [178550/1251000] [142.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002853] [CE 4.860 (4.850)] [KD 6.466 (6.470)] +2024-10-12 05:31:25,078 - Train: 14.28% [178600/1251000] [142.8/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.002853] [CE 4.978 (4.803)] [KD 6.260 (6.461)] +2024-10-12 05:31:33,018 - Train: 14.28% [178650/1251000] [142.8/1000.0] [batch_t 0.153 (0.159)] [data_t 0.005] [optim_t 0.148] [lr 0.002853] [CE 4.732 (4.828)] [KD 6.467 (6.361)] +2024-10-12 05:31:40,640 - Train: 14.28% [178700/1251000] [142.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002853] [CE 4.760 (4.830)] [KD 6.322 (6.452)] +2024-10-12 05:31:48,089 - Train: 14.29% [178750/1251000] [142.9/1000.0] [batch_t 0.157 (0.149)] [data_t 0.004] [optim_t 0.153] [lr 0.002853] [CE 4.662 (4.859)] [KD 6.387 (6.436)] +2024-10-12 05:31:55,758 - Train: 14.29% [178800/1251000] [142.9/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.002853] [CE 4.806 (4.862)] [KD 6.268 (6.458)] +2024-10-12 05:32:03,410 - Train: 14.30% [178850/1251000] [143.0/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.002853] [CE 4.934 (4.822)] [KD 6.336 (6.441)] +2024-10-12 05:32:09,845 - ==> Total time: 7:45:00 Eta: 1 day, 22:26:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 05:32:12,857 - Train: 14.30% [178900/1251000] [143.0/1000.0] [batch_t 0.147 (0.232)] [data_t 0.004] [optim_t 0.143] [lr 0.002853] [CE 4.800 (4.743)] [KD 6.464 (6.181)] +2024-10-12 05:32:20,759 - Train: 14.30% [178950/1251000] [143.0/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.002853] [CE 4.945 (4.881)] [KD 6.324 (6.416)] +2024-10-12 05:32:28,197 - Train: 14.31% [179000/1251000] [143.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002852] [CE 5.095 (4.823)] [KD 6.809 (6.496)] +2024-10-12 05:32:35,643 - Train: 14.31% [179050/1251000] [143.1/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.002852] [CE 4.317 (4.843)] [KD 6.168 (6.514)] +2024-10-12 05:32:43,277 - Train: 14.32% [179100/1251000] [143.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002852] [CE 5.118 (4.914)] [KD 6.448 (6.507)] +2024-10-12 05:32:51,070 - Train: 14.32% [179150/1251000] [143.2/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.002852] [CE 4.551 (4.827)] [KD 6.575 (6.613)] +2024-10-12 05:32:58,658 - Train: 14.32% [179200/1251000] [143.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002852] [CE 4.222 (4.792)] [KD 6.058 (6.457)] +2024-10-12 05:33:06,301 - Train: 14.33% [179250/1251000] [143.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.002852] [CE 4.377 (4.762)] [KD 6.414 (6.404)] +2024-10-12 05:33:13,908 - Train: 14.33% [179300/1251000] [143.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002852] [CE 4.965 (4.803)] [KD 6.377 (6.396)] +2024-10-12 05:33:21,541 - Train: 14.34% [179350/1251000] [143.4/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.002852] [CE 5.052 (4.858)] [KD 6.639 (6.350)] +2024-10-12 05:33:29,264 - Train: 14.34% [179400/1251000] [143.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.002852] [CE 4.774 (4.852)] [KD 6.183 (6.485)] +2024-10-12 05:33:36,677 - Train: 14.34% [179450/1251000] [143.4/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002852] [CE 5.076 (4.829)] [KD 6.875 (6.494)] +2024-10-12 05:33:44,086 - Train: 14.35% [179500/1251000] [143.5/1000.0] [batch_t 0.154 (0.148)] [data_t 0.004] [optim_t 0.151] [lr 0.002852] [CE 4.819 (4.932)] [KD 6.764 (6.552)] +2024-10-12 05:33:51,965 - Train: 14.35% [179550/1251000] [143.5/1000.0] [batch_t 0.146 (0.157)] [data_t 0.004] [optim_t 0.142] [lr 0.002852] [CE 4.718 (4.912)] [KD 6.265 (6.707)] +2024-10-12 05:33:59,442 - Train: 14.36% [179600/1251000] [143.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002852] [CE 4.985 (4.882)] [KD 6.416 (6.521)] +2024-10-12 05:34:06,945 - Train: 14.36% [179650/1251000] [143.6/1000.0] [batch_t 0.158 (0.150)] [data_t 0.003] [optim_t 0.155] [lr 0.002851] [CE 4.677 (4.875)] [KD 6.426 (6.487)] +2024-10-12 05:34:14,509 - Train: 14.36% [179700/1251000] [143.6/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.002851] [CE 3.967 (4.835)] [KD 6.282 (6.430)] +2024-10-12 05:34:21,991 - Train: 14.37% [179750/1251000] [143.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.002851] [CE 4.928 (4.829)] [KD 6.781 (6.445)] +2024-10-12 05:34:29,823 - Train: 14.37% [179800/1251000] [143.7/1000.0] [batch_t 0.148 (0.157)] [data_t 0.007] [optim_t 0.140] [lr 0.002851] [CE 4.817 (4.844)] [KD 6.336 (6.441)] +2024-10-12 05:34:37,512 - Train: 14.38% [179850/1251000] [143.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.002851] [CE 4.639 (4.777)] [KD 6.131 (6.409)] +2024-10-12 05:34:45,011 - Train: 14.38% [179900/1251000] [143.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002851] [CE 5.050 (4.837)] [KD 6.775 (6.591)] +2024-10-12 05:34:52,576 - Train: 14.38% [179950/1251000] [143.8/1000.0] [batch_t 0.294 (0.151)] [data_t 0.007] [optim_t 0.288] [lr 0.002851] [CE 4.917 (4.871)] [KD 6.938 (6.561)] +2024-10-12 05:35:00,090 - Train: 14.39% [180000/1251000] [143.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002851] [CE 5.190 (4.966)] [KD 6.941 (6.569)] +2024-10-12 05:35:07,655 - Train: 14.39% [180050/1251000] [143.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002851] [CE 4.889 (4.911)] [KD 6.450 (6.480)] +2024-10-12 05:35:15,211 - Train: 14.40% [180100/1251000] [144.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002851] [CE 5.280 (4.877)] [KD 6.690 (6.517)] +2024-10-12 05:35:21,775 - ==> Total time: 7:48:12 Eta: 1 day, 22:23:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 05:35:24,726 - Train: 14.40% [180150/1251000] [144.0/1000.0] [batch_t 0.146 (0.234)] [data_t 0.005] [optim_t 0.141] [lr 0.002851] [CE 4.740 (4.915)] [KD 6.526 (6.535)] +2024-10-12 05:35:32,548 - Train: 14.40% [180200/1251000] [144.0/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.002851] [CE 4.805 (4.857)] [KD 6.355 (6.410)] +2024-10-12 05:35:39,932 - Train: 14.41% [180250/1251000] [144.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.006] [optim_t 0.139] [lr 0.002850] [CE 4.606 (4.796)] [KD 6.479 (6.507)] +2024-10-12 05:35:47,484 - Train: 14.41% [180300/1251000] [144.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002850] [CE 4.537 (4.912)] [KD 6.503 (6.572)] +2024-10-12 05:35:54,931 - Train: 14.42% [180350/1251000] [144.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002850] [CE 5.310 (4.812)] [KD 6.588 (6.415)] +2024-10-12 05:36:02,583 - Train: 14.42% [180400/1251000] [144.2/1000.0] [batch_t 0.157 (0.153)] [data_t 0.003] [optim_t 0.154] [lr 0.002850] [CE 5.078 (4.830)] [KD 6.731 (6.425)] +2024-10-12 05:36:10,310 - Train: 14.42% [180450/1251000] [144.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002850] [CE 4.791 (4.790)] [KD 6.193 (6.413)] +2024-10-12 05:36:17,901 - Train: 14.43% [180500/1251000] [144.3/1000.0] [batch_t 0.158 (0.152)] [data_t 0.003] [optim_t 0.156] [lr 0.002850] [CE 4.878 (4.842)] [KD 6.691 (6.424)] +2024-10-12 05:36:25,516 - Train: 14.43% [180550/1251000] [144.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002850] [CE 4.428 (4.933)] [KD 6.159 (6.499)] +2024-10-12 05:36:33,298 - Train: 14.44% [180600/1251000] [144.4/1000.0] [batch_t 0.140 (0.156)] [data_t 0.003] [optim_t 0.137] [lr 0.002850] [CE 4.284 (4.844)] [KD 6.226 (6.394)] +2024-10-12 05:36:40,940 - Train: 14.44% [180650/1251000] [144.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002850] [CE 5.422 (4.849)] [KD 6.627 (6.411)] +2024-10-12 05:36:48,346 - Train: 14.44% [180700/1251000] [144.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002850] [CE 4.713 (4.864)] [KD 6.591 (6.487)] +2024-10-12 05:36:55,797 - Train: 14.45% [180750/1251000] [144.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002850] [CE 5.247 (4.910)] [KD 6.572 (6.483)] +2024-10-12 05:37:03,411 - Train: 14.45% [180800/1251000] [144.5/1000.0] [batch_t 0.159 (0.152)] [data_t 0.003] [optim_t 0.156] [lr 0.002850] [CE 5.255 (4.886)] [KD 6.734 (6.447)] +2024-10-12 05:37:11,044 - Train: 14.46% [180850/1251000] [144.6/1000.0] [batch_t 0.159 (0.153)] [data_t 0.005] [optim_t 0.155] [lr 0.002849] [CE 4.869 (4.823)] [KD 6.567 (6.393)] +2024-10-12 05:37:18,585 - Train: 14.46% [180900/1251000] [144.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002849] [CE 4.816 (4.877)] [KD 6.430 (6.493)] +2024-10-12 05:37:26,153 - Train: 14.46% [180950/1251000] [144.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002849] [CE 4.931 (4.900)] [KD 6.512 (6.515)] +2024-10-12 05:37:33,918 - Train: 14.47% [181000/1251000] [144.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002849] [CE 4.665 (4.916)] [KD 6.355 (6.515)] +2024-10-12 05:37:41,451 - Train: 14.47% [181050/1251000] [144.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002849] [CE 4.911 (4.735)] [KD 6.282 (6.453)] +2024-10-12 05:37:49,028 - Train: 14.48% [181100/1251000] [144.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002849] [CE 4.689 (4.853)] [KD 6.333 (6.482)] +2024-10-12 05:37:56,438 - Train: 14.48% [181150/1251000] [144.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002849] [CE 4.599 (4.841)] [KD 5.994 (6.532)] +2024-10-12 05:38:04,074 - Train: 14.48% [181200/1251000] [144.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.002849] [CE 4.583 (4.872)] [KD 6.283 (6.531)] +2024-10-12 05:38:11,704 - Train: 14.49% [181250/1251000] [144.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002849] [CE 5.310 (4.852)] [KD 6.593 (6.517)] +2024-10-12 05:38:19,444 - Train: 14.49% [181300/1251000] [144.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.002849] [CE 4.976 (4.922)] [KD 7.030 (6.635)] +2024-10-12 05:38:26,970 - Train: 14.50% [181350/1251000] [145.0/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002849] [CE 4.108 (4.872)] [KD 6.122 (6.571)] +2024-10-12 05:38:39,409 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 29752] [top5_cnt 41402] [top_all 50000] +2024-10-12 05:38:39,409 - net: 59.504 (82.804) +2024-10-12 05:38:45,193 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 33907] [top5_cnt 43990] [top_all 50000] +2024-10-12 05:38:45,194 - net_E: 67.814 (87.980) +2024-10-12 05:38:45,342 - Max [top1: 60.344 (epoch: 140)] [top1-ema: 67.814 (epoch: 145)] +2024-10-12 05:38:45,343 - ==> Total time: 7:51:36 Eta: 1 day, 22:20:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 05:38:49,031 - Train: 14.50% [181400/1251000] [145.0/1000.0] [batch_t 0.155 (0.237)] [data_t 0.003] [optim_t 0.152] [lr 0.002849] [CE 5.320 (4.984)] [KD 6.899 (6.658)] +2024-10-12 05:38:56,771 - Train: 14.50% [181450/1251000] [145.0/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.002848] [CE 5.061 (4.874)] [KD 6.614 (6.407)] +2024-10-12 05:39:04,528 - Train: 14.51% [181500/1251000] [145.1/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.002848] [CE 5.157 (4.892)] [KD 7.153 (6.502)] +2024-10-12 05:39:12,155 - Train: 14.51% [181550/1251000] [145.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002848] [CE 4.535 (4.758)] [KD 6.559 (6.471)] +2024-10-12 05:39:19,727 - Train: 14.52% [181600/1251000] [145.2/1000.0] [batch_t 0.163 (0.151)] [data_t 0.003] [optim_t 0.160] [lr 0.002848] [CE 4.824 (4.894)] [KD 6.332 (6.474)] +2024-10-12 05:39:27,401 - Train: 14.52% [181650/1251000] [145.2/1000.0] [batch_t 0.158 (0.153)] [data_t 0.004] [optim_t 0.154] [lr 0.002848] [CE 5.138 (4.934)] [KD 6.646 (6.492)] +2024-10-12 05:39:35,388 - Train: 14.52% [181700/1251000] [145.2/1000.0] [batch_t 0.149 (0.160)] [data_t 0.003] [optim_t 0.146] [lr 0.002848] [CE 5.284 (4.893)] [KD 6.790 (6.437)] +2024-10-12 05:39:42,847 - Train: 14.53% [181750/1251000] [145.3/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.002848] [CE 4.420 (4.795)] [KD 6.401 (6.402)] +2024-10-12 05:39:50,297 - Train: 14.53% [181800/1251000] [145.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.002848] [CE 4.542 (4.858)] [KD 6.180 (6.421)] +2024-10-12 05:39:57,727 - Train: 14.54% [181850/1251000] [145.4/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.002848] [CE 4.607 (4.829)] [KD 6.164 (6.409)] +2024-10-12 05:40:05,489 - Train: 14.54% [181900/1251000] [145.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.002848] [CE 4.593 (4.853)] [KD 6.529 (6.464)] +2024-10-12 05:40:13,307 - Train: 14.54% [181950/1251000] [145.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.002848] [CE 5.208 (4.872)] [KD 6.638 (6.493)] +2024-10-12 05:40:21,047 - Train: 14.55% [182000/1251000] [145.5/1000.0] [batch_t 0.156 (0.155)] [data_t 0.003] [optim_t 0.153] [lr 0.002848] [CE 4.746 (4.905)] [KD 6.669 (6.393)] +2024-10-12 05:40:28,769 - Train: 14.55% [182050/1251000] [145.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002847] [CE 5.107 (4.864)] [KD 6.664 (6.490)] +2024-10-12 05:40:36,514 - Train: 14.56% [182100/1251000] [145.6/1000.0] [batch_t 0.156 (0.155)] [data_t 0.003] [optim_t 0.152] [lr 0.002847] [CE 5.004 (4.858)] [KD 6.268 (6.366)] +2024-10-12 05:40:43,995 - Train: 14.56% [182150/1251000] [145.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002847] [CE 4.892 (4.932)] [KD 6.246 (6.463)] +2024-10-12 05:40:51,422 - Train: 14.56% [182200/1251000] [145.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.002847] [CE 4.993 (4.825)] [KD 6.696 (6.416)] +2024-10-12 05:40:58,997 - Train: 14.57% [182250/1251000] [145.7/1000.0] [batch_t 0.173 (0.151)] [data_t 0.007] [optim_t 0.166] [lr 0.002847] [CE 5.215 (4.853)] [KD 6.580 (6.426)] +2024-10-12 05:41:06,918 - Train: 14.57% [182300/1251000] [145.7/1000.0] [batch_t 0.147 (0.158)] [data_t 0.006] [optim_t 0.142] [lr 0.002847] [CE 4.992 (4.920)] [KD 6.511 (6.471)] +2024-10-12 05:41:14,619 - Train: 14.58% [182350/1251000] [145.8/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002847] [CE 5.055 (4.975)] [KD 6.660 (6.560)] +2024-10-12 05:41:22,043 - Train: 14.58% [182400/1251000] [145.8/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002847] [CE 4.546 (4.864)] [KD 6.544 (6.502)] +2024-10-12 05:41:29,466 - Train: 14.58% [182450/1251000] [145.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002847] [CE 5.447 (4.848)] [KD 6.543 (6.396)] +2024-10-12 05:41:37,011 - Train: 14.59% [182500/1251000] [145.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002847] [CE 4.708 (4.840)] [KD 6.549 (6.465)] +2024-10-12 05:41:44,746 - Train: 14.59% [182550/1251000] [145.9/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.002847] [CE 4.912 (4.924)] [KD 6.800 (6.554)] +2024-10-12 05:41:52,166 - Train: 14.60% [182600/1251000] [146.0/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002847] [CE 4.888 (4.890)] [KD 6.352 (6.587)] +2024-10-12 05:41:59,041 - ==> Total time: 7:54:50 Eta: 1 day, 22:17:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 05:42:01,611 - Train: 14.60% [182650/1251000] [146.0/1000.0] [batch_t 0.153 (0.266)] [data_t 0.004] [optim_t 0.149] [lr 0.002847] [CE 5.009 (4.963)] [KD 6.481 (6.517)] +2024-10-12 05:42:09,239 - Train: 14.60% [182700/1251000] [146.0/1000.0] [batch_t 0.143 (0.152)] [data_t 0.004] [optim_t 0.139] [lr 0.002846] [CE 4.642 (4.824)] [KD 6.556 (6.439)] +2024-10-12 05:42:16,817 - Train: 14.61% [182750/1251000] [146.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002846] [CE 4.786 (4.837)] [KD 6.694 (6.367)] +2024-10-12 05:42:24,505 - Train: 14.61% [182800/1251000] [146.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.002846] [CE 4.953 (4.870)] [KD 6.689 (6.476)] +2024-10-12 05:42:31,920 - Train: 14.62% [182850/1251000] [146.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.008] [optim_t 0.140] [lr 0.002846] [CE 5.318 (4.911)] [KD 6.589 (6.483)] +2024-10-12 05:42:39,425 - Train: 14.62% [182900/1251000] [146.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002846] [CE 4.649 (4.838)] [KD 6.485 (6.349)] +2024-10-12 05:42:47,289 - Train: 14.62% [182950/1251000] [146.2/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.002846] [CE 4.712 (4.957)] [KD 6.353 (6.553)] +2024-10-12 05:42:54,891 - Train: 14.63% [183000/1251000] [146.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002846] [CE 4.622 (4.802)] [KD 6.229 (6.415)] +2024-10-12 05:43:02,480 - Train: 14.63% [183050/1251000] [146.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.009] [optim_t 0.141] [lr 0.002846] [CE 5.161 (4.892)] [KD 6.757 (6.459)] +2024-10-12 05:43:10,063 - Train: 14.64% [183100/1251000] [146.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.002846] [CE 4.858 (4.854)] [KD 6.620 (6.486)] +2024-10-12 05:43:17,629 - Train: 14.64% [183150/1251000] [146.4/1000.0] [batch_t 0.157 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.002846] [CE 4.897 (4.831)] [KD 6.535 (6.496)] +2024-10-12 05:43:25,242 - Train: 14.64% [183200/1251000] [146.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002846] [CE 4.868 (4.848)] [KD 6.722 (6.471)] +2024-10-12 05:43:32,945 - Train: 14.65% [183250/1251000] [146.5/1000.0] [batch_t 0.157 (0.154)] [data_t 0.006] [optim_t 0.152] [lr 0.002846] [CE 4.731 (4.834)] [KD 6.376 (6.456)] +2024-10-12 05:43:40,375 - Train: 14.65% [183300/1251000] [146.5/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.002845] [CE 5.051 (4.933)] [KD 6.694 (6.525)] +2024-10-12 05:43:48,061 - Train: 14.66% [183350/1251000] [146.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002845] [CE 4.789 (4.897)] [KD 6.329 (6.588)] +2024-10-12 05:43:55,562 - Train: 14.66% [183400/1251000] [146.6/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.002845] [CE 4.882 (4.814)] [KD 6.552 (6.438)] +2024-10-12 05:44:03,026 - Train: 14.66% [183450/1251000] [146.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002845] [CE 4.889 (4.800)] [KD 6.462 (6.397)] +2024-10-12 05:44:10,799 - Train: 14.67% [183500/1251000] [146.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.142] [lr 0.002845] [CE 5.559 (4.923)] [KD 6.802 (6.528)] +2024-10-12 05:44:18,380 - Train: 14.67% [183550/1251000] [146.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002845] [CE 5.020 (4.765)] [KD 6.529 (6.462)] +2024-10-12 05:44:25,969 - Train: 14.68% [183600/1251000] [146.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.007] [optim_t 0.143] [lr 0.002845] [CE 4.562 (4.795)] [KD 6.165 (6.474)] +2024-10-12 05:44:33,679 - Train: 14.68% [183650/1251000] [146.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.002845] [CE 5.314 (4.828)] [KD 6.441 (6.491)] +2024-10-12 05:44:41,168 - Train: 14.68% [183700/1251000] [146.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002845] [CE 5.039 (4.831)] [KD 6.250 (6.413)] +2024-10-12 05:44:48,620 - Train: 14.69% [183750/1251000] [146.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002845] [CE 5.415 (4.915)] [KD 6.882 (6.548)] +2024-10-12 05:44:56,277 - Train: 14.69% [183800/1251000] [146.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002845] [CE 4.562 (4.910)] [KD 6.641 (6.627)] +2024-10-12 05:45:03,874 - Train: 14.70% [183850/1251000] [147.0/1000.0] [batch_t 0.160 (0.152)] [data_t 0.005] [optim_t 0.155] [lr 0.002845] [CE 5.493 (4.947)] [KD 6.465 (6.558)] +2024-10-12 05:45:10,984 - ==> Total time: 7:58:02 Eta: 1 day, 22:13:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 05:45:13,442 - Train: 14.70% [183900/1251000] [147.0/1000.0] [batch_t 0.147 (0.356)] [data_t 0.005] [optim_t 0.143] [lr 0.002844] [CE 4.538 (4.614)] [KD 6.541 (6.447)] +2024-10-12 05:45:20,980 - Train: 14.70% [183950/1251000] [147.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002844] [CE 5.016 (4.785)] [KD 6.545 (6.498)] +2024-10-12 05:45:28,652 - Train: 14.71% [184000/1251000] [147.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.002844] [CE 5.181 (4.888)] [KD 6.811 (6.520)] +2024-10-12 05:45:36,310 - Train: 14.71% [184050/1251000] [147.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002844] [CE 5.218 (4.869)] [KD 6.772 (6.522)] +2024-10-12 05:45:43,853 - Train: 14.72% [184100/1251000] [147.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002844] [CE 4.894 (4.889)] [KD 6.456 (6.546)] +2024-10-12 05:45:51,310 - Train: 14.72% [184150/1251000] [147.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002844] [CE 5.188 (4.918)] [KD 6.608 (6.510)] +2024-10-12 05:45:59,014 - Train: 14.72% [184200/1251000] [147.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002844] [CE 4.515 (4.899)] [KD 6.435 (6.523)] +2024-10-12 05:46:06,768 - Train: 14.73% [184250/1251000] [147.3/1000.0] [batch_t 0.145 (0.155)] [data_t 0.003] [optim_t 0.142] [lr 0.002844] [CE 3.934 (4.800)] [KD 6.092 (6.497)] +2024-10-12 05:46:14,355 - Train: 14.73% [184300/1251000] [147.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.002844] [CE 4.839 (4.803)] [KD 6.190 (6.333)] +2024-10-12 05:46:21,969 - Train: 14.74% [184350/1251000] [147.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.002844] [CE 5.570 (4.786)] [KD 6.644 (6.452)] +2024-10-12 05:46:29,758 - Train: 14.74% [184400/1251000] [147.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.002844] [CE 4.943 (4.907)] [KD 6.564 (6.518)] +2024-10-12 05:46:37,339 - Train: 14.74% [184450/1251000] [147.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002844] [CE 4.634 (4.833)] [KD 6.579 (6.424)] +2024-10-12 05:46:44,775 - Train: 14.75% [184500/1251000] [147.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002843] [CE 4.910 (4.890)] [KD 6.567 (6.504)] +2024-10-12 05:46:52,422 - Train: 14.75% [184550/1251000] [147.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002843] [CE 5.124 (4.849)] [KD 6.709 (6.417)] +2024-10-12 05:47:00,109 - Train: 14.76% [184600/1251000] [147.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.002843] [CE 4.562 (4.798)] [KD 6.373 (6.446)] +2024-10-12 05:47:07,935 - Train: 14.76% [184650/1251000] [147.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.002843] [CE 5.246 (4.860)] [KD 6.790 (6.444)] +2024-10-12 05:47:15,418 - Train: 14.76% [184700/1251000] [147.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002843] [CE 5.079 (4.899)] [KD 6.466 (6.483)] +2024-10-12 05:47:22,862 - Train: 14.77% [184750/1251000] [147.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002843] [CE 4.989 (4.877)] [KD 6.461 (6.605)] +2024-10-12 05:47:30,391 - Train: 14.77% [184800/1251000] [147.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002843] [CE 4.463 (4.873)] [KD 6.519 (6.516)] +2024-10-12 05:47:38,046 - Train: 14.78% [184850/1251000] [147.8/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.002843] [CE 4.922 (4.826)] [KD 6.656 (6.507)] +2024-10-12 05:47:45,738 - Train: 14.78% [184900/1251000] [147.8/1000.0] [batch_t 0.158 (0.154)] [data_t 0.006] [optim_t 0.152] [lr 0.002843] [CE 4.615 (4.815)] [KD 6.209 (6.464)] +2024-10-12 05:47:53,282 - Train: 14.78% [184950/1251000] [147.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002843] [CE 4.840 (4.877)] [KD 6.550 (6.521)] +2024-10-12 05:48:00,915 - Train: 14.79% [185000/1251000] [147.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.002843] [CE 4.582 (4.780)] [KD 6.096 (6.423)] +2024-10-12 05:48:08,596 - Train: 14.79% [185050/1251000] [147.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002843] [CE 4.504 (4.846)] [KD 6.357 (6.414)] +2024-10-12 05:48:16,108 - Train: 14.80% [185100/1251000] [148.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002842] [CE 4.743 (4.893)] [KD 6.433 (6.489)] +2024-10-12 05:48:23,165 - ==> Total time: 8:01:14 Eta: 1 day, 22:10:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 05:48:25,508 - Train: 14.80% [185150/1251000] [148.0/1000.0] [batch_t 0.152 (0.378)] [data_t 0.004] [optim_t 0.148] [lr 0.002842] [CE 4.986 (5.078)] [KD 6.539 (6.697)] +2024-10-12 05:48:33,399 - Train: 14.80% [185200/1251000] [148.0/1000.0] [batch_t 0.149 (0.158)] [data_t 0.006] [optim_t 0.142] [lr 0.002842] [CE 4.865 (4.863)] [KD 6.668 (6.368)] +2024-10-12 05:48:41,040 - Train: 14.81% [185250/1251000] [148.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.006] [optim_t 0.145] [lr 0.002842] [CE 4.999 (4.840)] [KD 6.444 (6.513)] +2024-10-12 05:48:48,467 - Train: 14.81% [185300/1251000] [148.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002842] [CE 4.920 (4.886)] [KD 6.558 (6.463)] +2024-10-12 05:48:56,274 - Train: 14.82% [185350/1251000] [148.2/1000.0] [batch_t 0.144 (0.156)] [data_t 0.005] [optim_t 0.139] [lr 0.002842] [CE 5.314 (4.810)] [KD 6.359 (6.419)] +2024-10-12 05:49:03,853 - Train: 14.82% [185400/1251000] [148.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002842] [CE 4.987 (4.819)] [KD 6.703 (6.419)] +2024-10-12 05:49:11,584 - Train: 14.82% [185450/1251000] [148.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002842] [CE 4.769 (4.799)] [KD 6.300 (6.410)] +2024-10-12 05:49:19,248 - Train: 14.83% [185500/1251000] [148.3/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.002842] [CE 4.753 (4.855)] [KD 6.372 (6.411)] +2024-10-12 05:49:26,700 - Train: 14.83% [185550/1251000] [148.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.002842] [CE 5.045 (4.886)] [KD 6.566 (6.500)] +2024-10-12 05:49:34,255 - Train: 14.84% [185600/1251000] [148.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002842] [CE 5.343 (4.809)] [KD 6.750 (6.468)] +2024-10-12 05:49:41,997 - Train: 14.84% [185650/1251000] [148.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.002842] [CE 4.910 (4.861)] [KD 6.233 (6.459)] +2024-10-12 05:49:49,394 - Train: 14.84% [185700/1251000] [148.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002841] [CE 4.728 (4.798)] [KD 6.309 (6.388)] +2024-10-12 05:49:57,068 - Train: 14.85% [185750/1251000] [148.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.002841] [CE 4.886 (4.865)] [KD 6.685 (6.432)] +2024-10-12 05:50:04,927 - Train: 14.85% [185800/1251000] [148.5/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.002841] [CE 5.201 (4.831)] [KD 6.606 (6.514)] +2024-10-12 05:50:12,496 - Train: 14.86% [185850/1251000] [148.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002841] [CE 4.668 (4.873)] [KD 6.627 (6.503)] +2024-10-12 05:50:19,921 - Train: 14.86% [185900/1251000] [148.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002841] [CE 4.760 (4.814)] [KD 6.282 (6.451)] +2024-10-12 05:50:27,510 - Train: 14.86% [185950/1251000] [148.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002841] [CE 4.965 (4.851)] [KD 6.450 (6.467)] +2024-10-12 05:50:35,023 - Train: 14.87% [186000/1251000] [148.7/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.002841] [CE 5.132 (4.850)] [KD 6.769 (6.431)] +2024-10-12 05:50:42,886 - Train: 14.87% [186050/1251000] [148.7/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.002841] [CE 4.873 (4.818)] [KD 6.973 (6.496)] +2024-10-12 05:50:50,655 - Train: 14.88% [186100/1251000] [148.8/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002841] [CE 4.320 (4.808)] [KD 6.470 (6.439)] +2024-10-12 05:50:58,144 - Train: 14.88% [186150/1251000] [148.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002841] [CE 5.097 (4.832)] [KD 6.586 (6.516)] +2024-10-12 05:51:05,951 - Train: 14.88% [186200/1251000] [148.8/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.002841] [CE 4.182 (4.831)] [KD 6.407 (6.556)] +2024-10-12 05:51:13,521 - Train: 14.89% [186250/1251000] [148.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002841] [CE 5.087 (4.829)] [KD 6.560 (6.418)] +2024-10-12 05:51:21,068 - Train: 14.89% [186300/1251000] [148.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002840] [CE 4.707 (4.909)] [KD 6.527 (6.435)] +2024-10-12 05:51:28,708 - Train: 14.90% [186350/1251000] [149.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002840] [CE 4.423 (4.875)] [KD 6.396 (6.493)] +2024-10-12 05:51:35,897 - ==> Total time: 8:04:26 Eta: 1 day, 22:06:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 05:51:38,253 - Train: 14.90% [186400/1251000] [149.0/1000.0] [batch_t 0.565 (0.565)] [data_t 0.387] [optim_t 0.179] [lr 0.002840] [CE 4.870 (4.870)] [KD 6.421 (6.421)] +2024-10-12 05:51:45,708 - Train: 14.90% [186450/1251000] [149.0/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.002840] [CE 5.268 (4.801)] [KD 6.568 (6.400)] +2024-10-12 05:51:53,525 - Train: 14.91% [186500/1251000] [149.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002840] [CE 5.124 (4.933)] [KD 6.094 (6.470)] +2024-10-12 05:52:01,192 - Train: 14.91% [186550/1251000] [149.1/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.002840] [CE 4.784 (4.823)] [KD 6.274 (6.346)] +2024-10-12 05:52:08,931 - Train: 14.92% [186600/1251000] [149.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.002840] [CE 4.513 (4.777)] [KD 6.131 (6.392)] +2024-10-12 05:52:16,527 - Train: 14.92% [186650/1251000] [149.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002840] [CE 4.322 (4.796)] [KD 6.345 (6.529)] +2024-10-12 05:52:24,076 - Train: 14.92% [186700/1251000] [149.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.002840] [CE 4.827 (4.795)] [KD 6.571 (6.418)] +2024-10-12 05:52:31,805 - Train: 14.93% [186750/1251000] [149.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.002840] [CE 4.705 (4.878)] [KD 6.000 (6.496)] +2024-10-12 05:52:39,350 - Train: 14.93% [186800/1251000] [149.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002840] [CE 4.575 (4.713)] [KD 6.260 (6.420)] +2024-10-12 05:52:46,920 - Train: 14.94% [186850/1251000] [149.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002839] [CE 4.588 (4.925)] [KD 6.123 (6.408)] +2024-10-12 05:52:54,453 - Train: 14.94% [186900/1251000] [149.4/1000.0] [batch_t 0.153 (0.151)] [data_t 0.009] [optim_t 0.145] [lr 0.002839] [CE 5.027 (4.813)] [KD 6.584 (6.347)] +2024-10-12 05:53:01,950 - Train: 14.94% [186950/1251000] [149.4/1000.0] [batch_t 0.160 (0.150)] [data_t 0.003] [optim_t 0.157] [lr 0.002839] [CE 4.750 (4.853)] [KD 6.271 (6.536)] +2024-10-12 05:53:09,559 - Train: 14.95% [187000/1251000] [149.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002839] [CE 4.646 (4.851)] [KD 6.294 (6.551)] +2024-10-12 05:53:17,338 - Train: 14.95% [187050/1251000] [149.5/1000.0] [batch_t 0.144 (0.155)] [data_t 0.004] [optim_t 0.140] [lr 0.002839] [CE 4.376 (4.831)] [KD 6.036 (6.376)] +2024-10-12 05:53:25,092 - Train: 14.96% [187100/1251000] [149.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002839] [CE 4.814 (4.861)] [KD 6.180 (6.473)] +2024-10-12 05:53:32,656 - Train: 14.96% [187150/1251000] [149.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002839] [CE 4.718 (4.878)] [KD 6.482 (6.472)] +2024-10-12 05:53:40,236 - Train: 14.96% [187200/1251000] [149.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002839] [CE 4.663 (4.912)] [KD 6.290 (6.561)] +2024-10-12 05:53:47,650 - Train: 14.97% [187250/1251000] [149.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002839] [CE 4.809 (4.861)] [KD 6.606 (6.485)] +2024-10-12 05:53:55,082 - Train: 14.97% [187300/1251000] [149.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002839] [CE 4.627 (4.843)] [KD 6.554 (6.451)] +2024-10-12 05:54:02,924 - Train: 14.98% [187350/1251000] [149.8/1000.0] [batch_t 0.144 (0.157)] [data_t 0.005] [optim_t 0.139] [lr 0.002839] [CE 4.828 (4.874)] [KD 6.125 (6.446)] +2024-10-12 05:54:10,386 - Train: 14.98% [187400/1251000] [149.8/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.002839] [CE 4.542 (4.874)] [KD 6.572 (6.506)] +2024-10-12 05:54:17,969 - Train: 14.98% [187450/1251000] [149.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002838] [CE 5.038 (4.858)] [KD 6.172 (6.456)] +2024-10-12 05:54:25,668 - Train: 14.99% [187500/1251000] [149.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.002838] [CE 5.216 (4.777)] [KD 6.428 (6.347)] +2024-10-12 05:54:33,209 - Train: 14.99% [187550/1251000] [149.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002838] [CE 4.768 (4.745)] [KD 6.361 (6.358)] +2024-10-12 05:54:40,910 - Train: 15.00% [187600/1251000] [150.0/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.002838] [CE 4.715 (4.860)] [KD 6.412 (6.514)] +2024-10-12 05:54:48,438 - Train: 15.00% [187650/1251000] [150.0/1000.0] [batch_t 0.138 (0.150)] [data_t 0.004] [optim_t 0.135] [lr 0.002838] [CE 4.774 (4.859)] [KD 6.343 (6.478)] +2024-10-12 05:54:54,167 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 29080] [top5_cnt 40827] [top_all 50000] +2024-10-12 05:54:54,168 - net: 58.160 (81.654) +2024-10-12 05:55:00,093 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 33911] [top5_cnt 44050] [top_all 50000] +2024-10-12 05:55:00,094 - net_E: 67.822 (88.100) +2024-10-12 05:55:00,204 - Max [top1: 60.344 (epoch: 140)] [top1-ema: 67.822 (epoch: 150)] +2024-10-12 05:55:00,205 - ==> Total time: 8:07:51 Eta: 1 day, 22:04:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 05:55:14,868 - Train: 15.00% [187700/1251000] [150.0/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.002838] [CE 5.033 (4.804)] [KD 6.655 (6.400)] +2024-10-12 05:55:22,343 - Train: 15.01% [187750/1251000] [150.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002838] [CE 4.415 (4.790)] [KD 6.271 (6.383)] +2024-10-12 05:55:29,750 - Train: 15.01% [187800/1251000] [150.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.002838] [CE 4.689 (4.839)] [KD 6.482 (6.401)] +2024-10-12 05:55:37,233 - Train: 15.02% [187850/1251000] [150.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002838] [CE 5.313 (4.830)] [KD 6.638 (6.467)] +2024-10-12 05:55:45,329 - Train: 15.02% [187900/1251000] [150.2/1000.0] [batch_t 0.149 (0.162)] [data_t 0.004] [optim_t 0.145] [lr 0.002838] [CE 4.802 (4.836)] [KD 6.195 (6.403)] +2024-10-12 05:55:52,912 - Train: 15.02% [187950/1251000] [150.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002838] [CE 4.789 (4.893)] [KD 6.471 (6.484)] +2024-10-12 05:56:00,384 - Train: 15.03% [188000/1251000] [150.3/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002838] [CE 4.769 (4.861)] [KD 6.310 (6.415)] +2024-10-12 05:56:08,151 - Train: 15.03% [188050/1251000] [150.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.002837] [CE 4.844 (4.915)] [KD 6.541 (6.494)] +2024-10-12 05:56:15,611 - Train: 15.04% [188100/1251000] [150.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002837] [CE 4.972 (4.855)] [KD 6.653 (6.474)] +2024-10-12 05:56:23,084 - Train: 15.04% [188150/1251000] [150.4/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.002837] [CE 4.256 (4.861)] [KD 6.263 (6.474)] +2024-10-12 05:56:30,793 - Train: 15.04% [188200/1251000] [150.4/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.002837] [CE 4.813 (4.835)] [KD 6.721 (6.402)] +2024-10-12 05:56:38,238 - Train: 15.05% [188250/1251000] [150.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002837] [CE 4.434 (4.790)] [KD 6.377 (6.487)] +2024-10-12 05:56:46,105 - Train: 15.05% [188300/1251000] [150.5/1000.0] [batch_t 0.148 (0.157)] [data_t 0.007] [optim_t 0.142] [lr 0.002837] [CE 5.131 (4.863)] [KD 6.277 (6.440)] +2024-10-12 05:56:53,507 - Train: 15.06% [188350/1251000] [150.6/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002837] [CE 4.292 (4.868)] [KD 5.817 (6.438)] +2024-10-12 05:57:01,066 - Train: 15.06% [188400/1251000] [150.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002837] [CE 4.704 (4.835)] [KD 6.163 (6.383)] +2024-10-12 05:57:08,833 - Train: 15.06% [188450/1251000] [150.6/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.002837] [CE 5.527 (4.823)] [KD 6.800 (6.477)] +2024-10-12 05:57:16,506 - Train: 15.07% [188500/1251000] [150.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002837] [CE 4.704 (4.831)] [KD 6.609 (6.369)] +2024-10-12 05:57:24,089 - Train: 15.07% [188550/1251000] [150.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002837] [CE 4.990 (4.873)] [KD 6.357 (6.524)] +2024-10-12 05:57:31,538 - Train: 15.08% [188600/1251000] [150.8/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.002837] [CE 4.422 (4.846)] [KD 6.610 (6.488)] +2024-10-12 05:57:38,987 - Train: 15.08% [188650/1251000] [150.8/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002836] [CE 5.580 (4.884)] [KD 6.724 (6.426)] +2024-10-12 05:57:46,581 - Train: 15.08% [188700/1251000] [150.8/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.002836] [CE 4.706 (4.823)] [KD 6.336 (6.404)] +2024-10-12 05:57:54,492 - Train: 15.09% [188750/1251000] [150.9/1000.0] [batch_t 0.147 (0.158)] [data_t 0.005] [optim_t 0.142] [lr 0.002836] [CE 4.792 (4.889)] [KD 6.527 (6.490)] +2024-10-12 05:58:01,932 - Train: 15.09% [188800/1251000] [150.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002836] [CE 4.873 (4.844)] [KD 6.252 (6.373)] +2024-10-12 05:58:09,538 - Train: 15.10% [188850/1251000] [151.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002836] [CE 4.778 (4.915)] [KD 6.706 (6.659)] +2024-10-12 05:58:17,117 - Train: 15.10% [188900/1251000] [151.0/1000.0] [batch_t 0.139 (0.151)] [data_t 0.004] [optim_t 0.135] [lr 0.002836] [CE 5.120 (4.849)] [KD 6.966 (6.513)] +2024-10-12 05:58:17,264 - ==> Total time: 8:11:08 Eta: 1 day, 22:01:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 05:58:26,525 - Train: 15.10% [188950/1251000] [151.0/1000.0] [batch_t 0.146 (0.161)] [data_t 0.004] [optim_t 0.142] [lr 0.002836] [CE 4.878 (4.835)] [KD 6.485 (6.408)] +2024-10-12 05:58:34,008 - Train: 15.11% [189000/1251000] [151.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002836] [CE 4.862 (4.751)] [KD 6.380 (6.381)] +2024-10-12 05:58:41,739 - Train: 15.11% [189050/1251000] [151.1/1000.0] [batch_t 0.157 (0.155)] [data_t 0.006] [optim_t 0.151] [lr 0.002836] [CE 4.975 (4.842)] [KD 6.249 (6.409)] +2024-10-12 05:58:49,521 - Train: 15.12% [189100/1251000] [151.2/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.002836] [CE 4.987 (4.879)] [KD 6.718 (6.477)] +2024-10-12 05:58:56,970 - Train: 15.12% [189150/1251000] [151.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002836] [CE 4.734 (4.905)] [KD 6.194 (6.519)] +2024-10-12 05:59:04,426 - Train: 15.12% [189200/1251000] [151.2/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002836] [CE 4.872 (4.833)] [KD 6.671 (6.443)] +2024-10-12 05:59:11,986 - Train: 15.13% [189250/1251000] [151.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002835] [CE 4.550 (4.826)] [KD 6.140 (6.359)] +2024-10-12 05:59:19,653 - Train: 15.13% [189300/1251000] [151.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002835] [CE 5.399 (4.852)] [KD 6.756 (6.495)] +2024-10-12 05:59:27,498 - Train: 15.14% [189350/1251000] [151.4/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.002835] [CE 4.675 (4.906)] [KD 6.248 (6.552)] +2024-10-12 05:59:35,234 - Train: 15.14% [189400/1251000] [151.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.002835] [CE 4.765 (4.792)] [KD 6.725 (6.251)] +2024-10-12 05:59:42,795 - Train: 15.14% [189450/1251000] [151.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002835] [CE 4.843 (4.858)] [KD 6.448 (6.330)] +2024-10-12 05:59:50,518 - Train: 15.15% [189500/1251000] [151.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002835] [CE 4.635 (4.772)] [KD 6.396 (6.395)] +2024-10-12 05:59:58,011 - Train: 15.15% [189550/1251000] [151.5/1000.0] [batch_t 0.155 (0.150)] [data_t 0.005] [optim_t 0.150] [lr 0.002835] [CE 4.875 (4.847)] [KD 6.478 (6.460)] +2024-10-12 06:00:05,670 - Train: 15.16% [189600/1251000] [151.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002835] [CE 4.879 (4.882)] [KD 6.353 (6.502)] +2024-10-12 06:00:13,642 - Train: 15.16% [189650/1251000] [151.6/1000.0] [batch_t 0.156 (0.159)] [data_t 0.003] [optim_t 0.153] [lr 0.002835] [CE 4.856 (4.835)] [KD 6.463 (6.471)] +2024-10-12 06:00:21,131 - Train: 15.16% [189700/1251000] [151.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.002835] [CE 4.881 (4.838)] [KD 6.792 (6.521)] +2024-10-12 06:00:28,695 - Train: 15.17% [189750/1251000] [151.7/1000.0] [batch_t 0.143 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002835] [CE 4.642 (4.813)] [KD 6.024 (6.385)] +2024-10-12 06:00:36,171 - Train: 15.17% [189800/1251000] [151.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.007] [optim_t 0.144] [lr 0.002834] [CE 4.386 (4.831)] [KD 6.274 (6.395)] +2024-10-12 06:00:43,646 - Train: 15.18% [189850/1251000] [151.8/1000.0] [batch_t 0.153 (0.149)] [data_t 0.003] [optim_t 0.150] [lr 0.002834] [CE 4.880 (4.795)] [KD 6.299 (6.360)] +2024-10-12 06:00:51,443 - Train: 15.18% [189900/1251000] [151.8/1000.0] [batch_t 0.261 (0.156)] [data_t 0.003] [optim_t 0.258] [lr 0.002834] [CE 5.291 (4.865)] [KD 6.604 (6.606)] +2024-10-12 06:00:59,225 - Train: 15.18% [189950/1251000] [151.8/1000.0] [batch_t 0.144 (0.156)] [data_t 0.004] [optim_t 0.140] [lr 0.002834] [CE 5.074 (4.901)] [KD 6.410 (6.616)] +2024-10-12 06:01:06,772 - Train: 15.19% [190000/1251000] [151.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002834] [CE 4.985 (4.803)] [KD 6.543 (6.406)] +2024-10-12 06:01:14,255 - Train: 15.19% [190050/1251000] [151.9/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.002834] [CE 5.047 (4.861)] [KD 6.461 (6.440)] +2024-10-12 06:01:21,952 - Train: 15.20% [190100/1251000] [152.0/1000.0] [batch_t 0.155 (0.154)] [data_t 0.007] [optim_t 0.148] [lr 0.002834] [CE 4.393 (4.878)] [KD 6.183 (6.465)] +2024-10-12 06:01:29,324 - Train: 15.20% [190150/1251000] [152.0/1000.0] [batch_t 0.138 (0.147)] [data_t 0.004] [optim_t 0.134] [lr 0.002834] [CE 5.005 (4.826)] [KD 6.591 (6.439)] +2024-10-12 06:01:29,606 - ==> Total time: 8:14:20 Eta: 1 day, 21:57:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 06:01:38,861 - Train: 15.20% [190200/1251000] [152.0/1000.0] [batch_t 0.146 (0.163)] [data_t 0.004] [optim_t 0.141] [lr 0.002834] [CE 4.753 (4.795)] [KD 5.984 (6.362)] +2024-10-12 06:01:46,434 - Train: 15.21% [190250/1251000] [152.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002834] [CE 5.095 (4.845)] [KD 6.684 (6.429)] +2024-10-12 06:01:54,155 - Train: 15.21% [190300/1251000] [152.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002834] [CE 5.180 (4.846)] [KD 6.541 (6.440)] +2024-10-12 06:02:01,731 - Train: 15.22% [190350/1251000] [152.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002834] [CE 5.117 (4.859)] [KD 6.550 (6.355)] +2024-10-12 06:02:09,263 - Train: 15.22% [190400/1251000] [152.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002833] [CE 5.103 (4.935)] [KD 6.585 (6.418)] +2024-10-12 06:02:16,859 - Train: 15.22% [190450/1251000] [152.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002833] [CE 4.925 (4.835)] [KD 6.260 (6.405)] +2024-10-12 06:02:24,429 - Train: 15.23% [190500/1251000] [152.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002833] [CE 4.219 (4.817)] [KD 6.395 (6.384)] +2024-10-12 06:02:32,053 - Train: 15.23% [190550/1251000] [152.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002833] [CE 4.411 (4.809)] [KD 6.001 (6.435)] +2024-10-12 06:02:39,733 - Train: 15.24% [190600/1251000] [152.4/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.002833] [CE 4.557 (4.904)] [KD 6.252 (6.433)] +2024-10-12 06:02:47,326 - Train: 15.24% [190650/1251000] [152.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002833] [CE 5.021 (4.854)] [KD 6.810 (6.380)] +2024-10-12 06:02:54,808 - Train: 15.24% [190700/1251000] [152.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002833] [CE 4.868 (4.823)] [KD 6.741 (6.475)] +2024-10-12 06:03:02,497 - Train: 15.25% [190750/1251000] [152.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.002833] [CE 5.419 (4.824)] [KD 6.728 (6.368)] +2024-10-12 06:03:10,032 - Train: 15.25% [190800/1251000] [152.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002833] [CE 5.088 (4.817)] [KD 6.687 (6.450)] +2024-10-12 06:03:17,711 - Train: 15.26% [190850/1251000] [152.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.002833] [CE 4.466 (4.798)] [KD 6.520 (6.321)] +2024-10-12 06:03:25,533 - Train: 15.26% [190900/1251000] [152.6/1000.0] [batch_t 0.275 (0.156)] [data_t 0.005] [optim_t 0.270] [lr 0.002833] [CE 4.371 (4.902)] [KD 6.612 (6.444)] +2024-10-12 06:03:32,984 - Train: 15.26% [190950/1251000] [152.6/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.002833] [CE 5.100 (4.847)] [KD 6.614 (6.422)] +2024-10-12 06:03:40,407 - Train: 15.27% [191000/1251000] [152.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002832] [CE 4.891 (4.866)] [KD 6.460 (6.525)] +2024-10-12 06:03:47,924 - Train: 15.27% [191050/1251000] [152.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002832] [CE 5.158 (4.908)] [KD 6.724 (6.576)] +2024-10-12 06:03:55,437 - Train: 15.28% [191100/1251000] [152.8/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.002832] [CE 4.295 (4.787)] [KD 6.160 (6.425)] +2024-10-12 06:04:03,272 - Train: 15.28% [191150/1251000] [152.8/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.002832] [CE 4.749 (4.894)] [KD 6.693 (6.467)] +2024-10-12 06:04:10,912 - Train: 15.28% [191200/1251000] [152.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.002832] [CE 4.828 (4.773)] [KD 6.586 (6.371)] +2024-10-12 06:04:18,380 - Train: 15.29% [191250/1251000] [152.9/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.002832] [CE 4.374 (4.868)] [KD 6.090 (6.386)] +2024-10-12 06:04:25,908 - Train: 15.29% [191300/1251000] [152.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002832] [CE 4.844 (4.796)] [KD 6.042 (6.319)] +2024-10-12 06:04:33,498 - Train: 15.30% [191350/1251000] [153.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.002832] [CE 4.904 (4.872)] [KD 6.254 (6.473)] +2024-10-12 06:04:40,949 - Train: 15.30% [191400/1251000] [153.0/1000.0] [batch_t 0.146 (0.149)] [data_t 0.002] [optim_t 0.144] [lr 0.002832] [CE 5.128 (4.866)] [KD 6.640 (6.467)] +2024-10-12 06:04:41,386 - ==> Total time: 8:17:32 Eta: 1 day, 21:54:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 06:04:50,396 - Train: 15.30% [191450/1251000] [153.0/1000.0] [batch_t 0.147 (0.163)] [data_t 0.003] [optim_t 0.145] [lr 0.002832] [CE 4.639 (4.868)] [KD 6.270 (6.461)] +2024-10-12 06:04:58,141 - Train: 15.31% [191500/1251000] [153.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.002832] [CE 5.040 (4.844)] [KD 6.385 (6.438)] +2024-10-12 06:05:05,861 - Train: 15.31% [191550/1251000] [153.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002831] [CE 4.880 (4.889)] [KD 6.325 (6.417)] +2024-10-12 06:05:13,321 - Train: 15.32% [191600/1251000] [153.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.002831] [CE 4.934 (4.859)] [KD 6.562 (6.457)] +2024-10-12 06:05:20,897 - Train: 15.32% [191650/1251000] [153.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002831] [CE 4.711 (4.835)] [KD 6.612 (6.410)] +2024-10-12 06:05:28,350 - Train: 15.32% [191700/1251000] [153.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002831] [CE 4.880 (4.834)] [KD 6.650 (6.399)] +2024-10-12 06:05:36,058 - Train: 15.33% [191750/1251000] [153.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002831] [CE 4.694 (4.884)] [KD 6.472 (6.471)] +2024-10-12 06:05:43,578 - Train: 15.33% [191800/1251000] [153.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002831] [CE 4.930 (4.900)] [KD 6.686 (6.602)] +2024-10-12 06:05:51,294 - Train: 15.34% [191850/1251000] [153.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002831] [CE 4.766 (4.795)] [KD 6.279 (6.507)] +2024-10-12 06:05:58,866 - Train: 15.34% [191900/1251000] [153.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002831] [CE 4.766 (4.808)] [KD 6.361 (6.382)] +2024-10-12 06:06:06,488 - Train: 15.34% [191950/1251000] [153.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.002831] [CE 5.051 (4.831)] [KD 6.559 (6.420)] +2024-10-12 06:06:14,050 - Train: 15.35% [192000/1251000] [153.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002831] [CE 4.877 (4.903)] [KD 6.156 (6.511)] +2024-10-12 06:06:21,575 - Train: 15.35% [192050/1251000] [153.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.007] [optim_t 0.141] [lr 0.002831] [CE 5.004 (4.873)] [KD 6.321 (6.432)] +2024-10-12 06:06:28,976 - Train: 15.36% [192100/1251000] [153.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002831] [CE 4.340 (4.835)] [KD 6.121 (6.412)] +2024-10-12 06:06:36,582 - Train: 15.36% [192150/1251000] [153.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002830] [CE 5.145 (4.819)] [KD 6.682 (6.433)] +2024-10-12 06:06:44,271 - Train: 15.36% [192200/1251000] [153.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.002830] [CE 5.079 (4.882)] [KD 6.652 (6.457)] +2024-10-12 06:06:51,909 - Train: 15.37% [192250/1251000] [153.7/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.002830] [CE 5.099 (4.866)] [KD 6.837 (6.427)] +2024-10-12 06:06:59,532 - Train: 15.37% [192300/1251000] [153.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002830] [CE 4.591 (4.801)] [KD 6.164 (6.468)] +2024-10-12 06:07:07,104 - Train: 15.38% [192350/1251000] [153.8/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.002830] [CE 5.045 (4.858)] [KD 6.501 (6.385)] +2024-10-12 06:07:14,538 - Train: 15.38% [192400/1251000] [153.8/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.002830] [CE 5.030 (4.764)] [KD 6.533 (6.353)] +2024-10-12 06:07:22,019 - Train: 15.38% [192450/1251000] [153.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002830] [CE 5.064 (4.929)] [KD 6.662 (6.482)] +2024-10-12 06:07:29,430 - Train: 15.39% [192500/1251000] [153.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002830] [CE 5.306 (4.838)] [KD 6.696 (6.508)] +2024-10-12 06:07:36,865 - Train: 15.39% [192550/1251000] [153.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002830] [CE 4.239 (4.864)] [KD 6.389 (6.536)] +2024-10-12 06:07:44,734 - Train: 15.40% [192600/1251000] [154.0/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.002830] [CE 5.305 (4.820)] [KD 6.808 (6.445)] +2024-10-12 06:07:52,243 - Train: 15.40% [192650/1251000] [154.0/1000.0] [batch_t 0.140 (0.150)] [data_t 0.004] [optim_t 0.136] [lr 0.002830] [CE 4.505 (4.811)] [KD 6.643 (6.476)] +2024-10-12 06:07:52,804 - ==> Total time: 8:20:43 Eta: 1 day, 21:50:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 06:08:01,786 - Train: 15.40% [192700/1251000] [154.0/1000.0] [batch_t 0.148 (0.164)] [data_t 0.005] [optim_t 0.143] [lr 0.002829] [CE 4.433 (4.776)] [KD 5.971 (6.361)] +2024-10-12 06:08:09,481 - Train: 15.41% [192750/1251000] [154.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002829] [CE 5.320 (4.828)] [KD 6.643 (6.345)] +2024-10-12 06:08:17,013 - Train: 15.41% [192800/1251000] [154.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002829] [CE 4.500 (4.905)] [KD 6.095 (6.454)] +2024-10-12 06:08:24,428 - Train: 15.42% [192850/1251000] [154.2/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.002829] [CE 4.369 (4.796)] [KD 6.339 (6.495)] +2024-10-12 06:08:32,006 - Train: 15.42% [192900/1251000] [154.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002829] [CE 5.458 (4.859)] [KD 6.571 (6.469)] +2024-10-12 06:08:39,716 - Train: 15.42% [192950/1251000] [154.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002829] [CE 4.262 (4.755)] [KD 6.317 (6.371)] +2024-10-12 06:08:47,424 - Train: 15.43% [193000/1251000] [154.3/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.002829] [CE 5.072 (4.908)] [KD 6.527 (6.439)] +2024-10-12 06:08:55,007 - Train: 15.43% [193050/1251000] [154.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002829] [CE 4.778 (4.856)] [KD 6.262 (6.523)] +2024-10-12 06:09:02,592 - Train: 15.44% [193100/1251000] [154.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.002829] [CE 4.225 (4.869)] [KD 6.155 (6.412)] +2024-10-12 06:09:10,221 - Train: 15.44% [193150/1251000] [154.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.002829] [CE 4.896 (4.762)] [KD 6.541 (6.399)] +2024-10-12 06:09:17,781 - Train: 15.44% [193200/1251000] [154.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002829] [CE 5.344 (4.808)] [KD 6.784 (6.394)] +2024-10-12 06:09:25,372 - Train: 15.45% [193250/1251000] [154.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.002829] [CE 4.975 (4.916)] [KD 6.727 (6.576)] +2024-10-12 06:09:32,791 - Train: 15.45% [193300/1251000] [154.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002828] [CE 5.133 (4.891)] [KD 6.344 (6.385)] +2024-10-12 06:09:40,360 - Train: 15.46% [193350/1251000] [154.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.002828] [CE 4.629 (4.844)] [KD 6.375 (6.568)] +2024-10-12 06:09:48,091 - Train: 15.46% [193400/1251000] [154.6/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002828] [CE 4.343 (4.819)] [KD 6.315 (6.476)] +2024-10-12 06:09:55,759 - Train: 15.46% [193450/1251000] [154.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.002828] [CE 5.057 (4.872)] [KD 6.503 (6.437)] +2024-10-12 06:10:03,293 - Train: 15.47% [193500/1251000] [154.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.002828] [CE 4.611 (4.839)] [KD 6.523 (6.480)] +2024-10-12 06:10:10,935 - Train: 15.47% [193550/1251000] [154.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.002828] [CE 5.279 (4.812)] [KD 6.608 (6.501)] +2024-10-12 06:10:18,512 - Train: 15.48% [193600/1251000] [154.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002828] [CE 4.401 (4.834)] [KD 6.675 (6.580)] +2024-10-12 06:10:25,900 - Train: 15.48% [193650/1251000] [154.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002828] [CE 4.812 (4.820)] [KD 6.460 (6.473)] +2024-10-12 06:10:33,373 - Train: 15.48% [193700/1251000] [154.8/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.002828] [CE 4.352 (4.889)] [KD 6.557 (6.507)] +2024-10-12 06:10:41,021 - Train: 15.49% [193750/1251000] [154.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002828] [CE 5.008 (4.815)] [KD 6.422 (6.434)] +2024-10-12 06:10:48,550 - Train: 15.49% [193800/1251000] [154.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002828] [CE 4.756 (4.884)] [KD 6.011 (6.424)] +2024-10-12 06:10:56,340 - Train: 15.50% [193850/1251000] [155.0/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.002827] [CE 5.142 (4.794)] [KD 6.860 (6.411)] +2024-10-12 06:11:03,706 - Train: 15.50% [193900/1251000] [155.0/1000.0] [batch_t 0.139 (0.147)] [data_t 0.004] [optim_t 0.135] [lr 0.002827] [CE 5.059 (4.862)] [KD 6.414 (6.449)] +2024-10-12 06:11:10,035 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 29767] [top5_cnt 41303] [top_all 50000] +2024-10-12 06:11:10,035 - net: 59.534 (82.606) +2024-10-12 06:11:15,672 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.102)] [top1_cnt 33919] [top5_cnt 44050] [top_all 50000] +2024-10-12 06:11:15,673 - net_E: 67.838 (88.100) +2024-10-12 06:11:15,813 - Max [top1: 60.344 (epoch: 140)] [top1-ema: 67.838 (epoch: 155)] +2024-10-12 06:11:15,814 - ==> Total time: 8:24:06 Eta: 1 day, 21:48:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 06:11:25,148 - Train: 15.50% [193950/1251000] [155.0/1000.0] [batch_t 0.152 (0.156)] [data_t 0.006] [optim_t 0.145] [lr 0.002827] [CE 4.842 (4.821)] [KD 6.212 (6.423)] +2024-10-12 06:11:32,508 - Train: 15.51% [194000/1251000] [155.1/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.002827] [CE 5.028 (4.918)] [KD 6.352 (6.489)] +2024-10-12 06:11:40,060 - Train: 15.51% [194050/1251000] [155.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002827] [CE 5.103 (4.863)] [KD 6.451 (6.456)] +2024-10-12 06:11:47,489 - Train: 15.52% [194100/1251000] [155.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002827] [CE 4.996 (4.747)] [KD 6.642 (6.347)] +2024-10-12 06:11:55,667 - Train: 15.52% [194150/1251000] [155.2/1000.0] [batch_t 0.150 (0.163)] [data_t 0.005] [optim_t 0.145] [lr 0.002827] [CE 4.363 (4.848)] [KD 6.452 (6.493)] +2024-10-12 06:12:03,161 - Train: 15.52% [194200/1251000] [155.2/1000.0] [batch_t 0.159 (0.150)] [data_t 0.004] [optim_t 0.155] [lr 0.002827] [CE 5.122 (4.847)] [KD 6.544 (6.475)] +2024-10-12 06:12:10,732 - Train: 15.53% [194250/1251000] [155.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002827] [CE 4.774 (4.856)] [KD 6.276 (6.479)] +2024-10-12 06:12:18,155 - Train: 15.53% [194300/1251000] [155.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002827] [CE 4.914 (4.851)] [KD 6.169 (6.351)] +2024-10-12 06:12:25,712 - Train: 15.54% [194350/1251000] [155.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002827] [CE 5.173 (4.855)] [KD 6.297 (6.355)] +2024-10-12 06:12:33,264 - Train: 15.54% [194400/1251000] [155.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002827] [CE 4.833 (4.873)] [KD 6.310 (6.408)] +2024-10-12 06:12:40,854 - Train: 15.54% [194450/1251000] [155.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002826] [CE 4.868 (4.831)] [KD 6.617 (6.375)] +2024-10-12 06:12:48,433 - Train: 15.55% [194500/1251000] [155.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002826] [CE 4.670 (4.833)] [KD 6.499 (6.386)] +2024-10-12 06:12:56,104 - Train: 15.55% [194550/1251000] [155.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002826] [CE 4.802 (4.869)] [KD 6.134 (6.355)] +2024-10-12 06:13:03,691 - Train: 15.56% [194600/1251000] [155.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002826] [CE 4.646 (4.855)] [KD 6.274 (6.544)] +2024-10-12 06:13:11,286 - Train: 15.56% [194650/1251000] [155.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002826] [CE 4.785 (4.833)] [KD 6.627 (6.431)] +2024-10-12 06:13:18,913 - Train: 15.56% [194700/1251000] [155.6/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.002826] [CE 5.101 (4.832)] [KD 6.476 (6.366)] +2024-10-12 06:13:26,623 - Train: 15.57% [194750/1251000] [155.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.002826] [CE 5.238 (4.832)] [KD 6.555 (6.453)] +2024-10-12 06:13:34,143 - Train: 15.57% [194800/1251000] [155.7/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.002826] [CE 5.041 (4.811)] [KD 6.353 (6.385)] +2024-10-12 06:13:41,635 - Train: 15.58% [194850/1251000] [155.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002826] [CE 4.675 (4.834)] [KD 6.597 (6.437)] +2024-10-12 06:13:49,274 - Train: 15.58% [194900/1251000] [155.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002826] [CE 5.116 (4.868)] [KD 6.172 (6.408)] +2024-10-12 06:13:57,061 - Train: 15.58% [194950/1251000] [155.8/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.002826] [CE 4.657 (4.852)] [KD 6.216 (6.458)] +2024-10-12 06:14:04,826 - Train: 15.59% [195000/1251000] [155.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.002825] [CE 5.200 (4.897)] [KD 6.532 (6.429)] +2024-10-12 06:14:12,422 - Train: 15.59% [195050/1251000] [155.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002825] [CE 4.990 (4.861)] [KD 6.430 (6.460)] +2024-10-12 06:14:19,944 - Train: 15.60% [195100/1251000] [156.0/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.002825] [CE 5.368 (4.836)] [KD 6.927 (6.489)] +2024-10-12 06:14:27,365 - Train: 15.60% [195150/1251000] [156.0/1000.0] [batch_t 0.140 (0.148)] [data_t 0.004] [optim_t 0.136] [lr 0.002825] [CE 4.214 (4.845)] [KD 6.139 (6.486)] +2024-10-12 06:14:28,213 - ==> Total time: 8:27:19 Eta: 1 day, 21:44:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 06:14:36,767 - Train: 15.60% [195200/1251000] [156.0/1000.0] [batch_t 0.147 (0.161)] [data_t 0.003] [optim_t 0.144] [lr 0.002825] [CE 4.957 (4.807)] [KD 6.373 (6.389)] +2024-10-12 06:14:44,201 - Train: 15.61% [195250/1251000] [156.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002825] [CE 4.610 (4.801)] [KD 6.544 (6.491)] +2024-10-12 06:14:51,947 - Train: 15.61% [195300/1251000] [156.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.002825] [CE 5.341 (4.886)] [KD 6.681 (6.422)] +2024-10-12 06:14:59,756 - Train: 15.62% [195350/1251000] [156.2/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.002825] [CE 4.686 (4.887)] [KD 6.426 (6.478)] +2024-10-12 06:15:07,551 - Train: 15.62% [195400/1251000] [156.2/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.002825] [CE 5.146 (4.838)] [KD 6.710 (6.400)] +2024-10-12 06:15:15,020 - Train: 15.62% [195450/1251000] [156.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002825] [CE 5.077 (4.865)] [KD 6.584 (6.476)] +2024-10-12 06:15:22,491 - Train: 15.63% [195500/1251000] [156.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002825] [CE 4.814 (4.842)] [KD 6.173 (6.424)] +2024-10-12 06:15:29,942 - Train: 15.63% [195550/1251000] [156.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002825] [CE 5.355 (4.831)] [KD 6.538 (6.318)] +2024-10-12 06:15:37,733 - Train: 15.64% [195600/1251000] [156.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.002824] [CE 4.822 (4.790)] [KD 6.447 (6.429)] +2024-10-12 06:15:45,414 - Train: 15.64% [195650/1251000] [156.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002824] [CE 4.868 (4.855)] [KD 6.544 (6.383)] +2024-10-12 06:15:53,088 - Train: 15.64% [195700/1251000] [156.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002824] [CE 4.712 (4.781)] [KD 6.627 (6.402)] +2024-10-12 06:16:00,659 - Train: 15.65% [195750/1251000] [156.5/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.002824] [CE 4.752 (4.850)] [KD 6.378 (6.435)] +2024-10-12 06:16:08,055 - Train: 15.65% [195800/1251000] [156.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002824] [CE 4.931 (4.851)] [KD 6.424 (6.464)] +2024-10-12 06:16:15,493 - Train: 15.66% [195850/1251000] [156.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002824] [CE 5.214 (4.795)] [KD 6.506 (6.370)] +2024-10-12 06:16:23,165 - Train: 15.66% [195900/1251000] [156.6/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.002824] [CE 4.622 (4.897)] [KD 6.346 (6.475)] +2024-10-12 06:16:30,814 - Train: 15.66% [195950/1251000] [156.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.002824] [CE 4.836 (4.811)] [KD 6.499 (6.378)] +2024-10-12 06:16:38,351 - Train: 15.67% [196000/1251000] [156.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002824] [CE 5.189 (4.867)] [KD 6.537 (6.409)] +2024-10-12 06:16:45,780 - Train: 15.67% [196050/1251000] [156.7/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002824] [CE 4.735 (4.802)] [KD 6.433 (6.422)] +2024-10-12 06:16:53,194 - Train: 15.68% [196100/1251000] [156.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002824] [CE 4.771 (4.856)] [KD 6.519 (6.428)] +2024-10-12 06:17:00,857 - Train: 15.68% [196150/1251000] [156.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.002823] [CE 4.822 (4.836)] [KD 6.313 (6.468)] +2024-10-12 06:17:08,564 - Train: 15.68% [196200/1251000] [156.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.002823] [CE 4.643 (4.871)] [KD 6.415 (6.471)] +2024-10-12 06:17:16,365 - Train: 15.69% [196250/1251000] [156.9/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.002823] [CE 4.903 (4.818)] [KD 7.052 (6.574)] +2024-10-12 06:17:23,778 - Train: 15.69% [196300/1251000] [156.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002823] [CE 4.879 (4.881)] [KD 6.391 (6.490)] +2024-10-12 06:17:31,259 - Train: 15.70% [196350/1251000] [157.0/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.002823] [CE 4.525 (4.871)] [KD 6.226 (6.481)] +2024-10-12 06:17:38,836 - Train: 15.70% [196400/1251000] [157.0/1000.0] [batch_t 0.254 (0.151)] [data_t 0.005] [optim_t 0.249] [lr 0.002823] [CE 5.116 (4.884)] [KD 6.542 (6.523)] +2024-10-12 06:17:39,822 - ==> Total time: 8:30:30 Eta: 1 day, 21:41:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 06:17:48,348 - Train: 15.70% [196450/1251000] [157.0/1000.0] [batch_t 0.152 (0.162)] [data_t 0.008] [optim_t 0.145] [lr 0.002823] [CE 4.704 (4.800)] [KD 6.314 (6.426)] +2024-10-12 06:17:55,873 - Train: 15.71% [196500/1251000] [157.1/1000.0] [batch_t 0.156 (0.150)] [data_t 0.003] [optim_t 0.153] [lr 0.002823] [CE 5.210 (4.835)] [KD 6.807 (6.382)] +2024-10-12 06:18:03,808 - Train: 15.71% [196550/1251000] [157.1/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.002823] [CE 4.916 (4.841)] [KD 6.558 (6.461)] +2024-10-12 06:18:11,475 - Train: 15.72% [196600/1251000] [157.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002823] [CE 5.242 (4.837)] [KD 6.579 (6.444)] +2024-10-12 06:18:19,045 - Train: 15.72% [196650/1251000] [157.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002823] [CE 4.172 (4.869)] [KD 6.349 (6.463)] +2024-10-12 06:18:26,552 - Train: 15.72% [196700/1251000] [157.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002822] [CE 5.102 (4.895)] [KD 6.166 (6.510)] +2024-10-12 06:18:34,134 - Train: 15.73% [196750/1251000] [157.3/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.154] [lr 0.002822] [CE 4.597 (4.938)] [KD 6.560 (6.470)] +2024-10-12 06:18:41,686 - Train: 15.73% [196800/1251000] [157.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002822] [CE 4.647 (4.817)] [KD 6.316 (6.376)] +2024-10-12 06:18:49,332 - Train: 15.74% [196850/1251000] [157.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002822] [CE 4.814 (4.825)] [KD 6.292 (6.432)] +2024-10-12 06:18:56,792 - Train: 15.74% [196900/1251000] [157.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002822] [CE 5.036 (4.816)] [KD 6.344 (6.323)] +2024-10-12 06:19:04,358 - Train: 15.74% [196950/1251000] [157.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002822] [CE 4.947 (4.887)] [KD 6.475 (6.508)] +2024-10-12 06:19:12,283 - Train: 15.75% [197000/1251000] [157.5/1000.0] [batch_t 0.143 (0.158)] [data_t 0.003] [optim_t 0.140] [lr 0.002822] [CE 4.524 (4.863)] [KD 6.077 (6.422)] +2024-10-12 06:19:19,840 - Train: 15.75% [197050/1251000] [157.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002822] [CE 5.147 (4.852)] [KD 6.571 (6.463)] +2024-10-12 06:19:27,396 - Train: 15.76% [197100/1251000] [157.6/1000.0] [batch_t 0.269 (0.151)] [data_t 0.005] [optim_t 0.264] [lr 0.002822] [CE 5.143 (4.936)] [KD 6.578 (6.546)] +2024-10-12 06:19:34,790 - Train: 15.76% [197150/1251000] [157.6/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002822] [CE 4.375 (4.766)] [KD 6.074 (6.391)] +2024-10-12 06:19:42,175 - Train: 15.76% [197200/1251000] [157.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002822] [CE 4.803 (4.805)] [KD 6.135 (6.310)] +2024-10-12 06:19:49,853 - Train: 15.77% [197250/1251000] [157.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002822] [CE 4.863 (4.772)] [KD 6.646 (6.347)] +2024-10-12 06:19:57,409 - Train: 15.77% [197300/1251000] [157.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002821] [CE 4.369 (4.805)] [KD 6.348 (6.323)] +2024-10-12 06:20:04,960 - Train: 15.78% [197350/1251000] [157.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002821] [CE 4.994 (4.860)] [KD 6.536 (6.363)] +2024-10-12 06:20:12,600 - Train: 15.78% [197400/1251000] [157.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.002821] [CE 5.126 (4.808)] [KD 6.647 (6.413)] +2024-10-12 06:20:20,210 - Train: 15.78% [197450/1251000] [157.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002821] [CE 4.630 (4.923)] [KD 6.517 (6.492)] +2024-10-12 06:20:27,818 - Train: 15.79% [197500/1251000] [157.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002821] [CE 5.300 (4.838)] [KD 6.789 (6.405)] +2024-10-12 06:20:35,228 - Train: 15.79% [197550/1251000] [157.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.002821] [CE 5.171 (4.779)] [KD 6.536 (6.397)] +2024-10-12 06:20:42,722 - Train: 15.80% [197600/1251000] [158.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002821] [CE 4.372 (4.828)] [KD 6.336 (6.582)] +2024-10-12 06:20:50,238 - Train: 15.80% [197650/1251000] [158.0/1000.0] [batch_t 0.142 (0.150)] [data_t 0.003] [optim_t 0.139] [lr 0.002821] [CE 4.930 (4.812)] [KD 6.594 (6.375)] +2024-10-12 06:20:51,366 - ==> Total time: 8:33:42 Eta: 1 day, 21:37:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 06:20:59,742 - Train: 15.80% [197700/1251000] [158.0/1000.0] [batch_t 0.148 (0.168)] [data_t 0.006] [optim_t 0.142] [lr 0.002821] [CE 4.879 (4.838)] [KD 6.573 (6.449)] +2024-10-12 06:21:07,420 - Train: 15.81% [197750/1251000] [158.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002821] [CE 4.525 (4.806)] [KD 6.258 (6.330)] +2024-10-12 06:21:15,082 - Train: 15.81% [197800/1251000] [158.1/1000.0] [batch_t 0.158 (0.153)] [data_t 0.004] [optim_t 0.154] [lr 0.002821] [CE 4.597 (4.862)] [KD 6.240 (6.422)] +2024-10-12 06:21:22,968 - Train: 15.82% [197850/1251000] [158.2/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.002820] [CE 4.461 (4.790)] [KD 6.053 (6.339)] +2024-10-12 06:21:30,521 - Train: 15.82% [197900/1251000] [158.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002820] [CE 5.154 (4.927)] [KD 6.422 (6.458)] +2024-10-12 06:21:38,344 - Train: 15.82% [197950/1251000] [158.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.006] [optim_t 0.143] [lr 0.002820] [CE 5.075 (4.862)] [KD 6.608 (6.401)] +2024-10-12 06:21:45,872 - Train: 15.83% [198000/1251000] [158.3/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.002820] [CE 5.378 (4.870)] [KD 6.851 (6.484)] +2024-10-12 06:21:53,356 - Train: 15.83% [198050/1251000] [158.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002820] [CE 4.981 (4.884)] [KD 6.545 (6.593)] +2024-10-12 06:22:01,057 - Train: 15.84% [198100/1251000] [158.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002820] [CE 5.190 (4.827)] [KD 7.031 (6.388)] +2024-10-12 06:22:08,762 - Train: 15.84% [198150/1251000] [158.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.002820] [CE 4.606 (4.790)] [KD 6.193 (6.352)] +2024-10-12 06:22:16,265 - Train: 15.84% [198200/1251000] [158.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002820] [CE 5.118 (4.852)] [KD 6.076 (6.383)] +2024-10-12 06:22:24,110 - Train: 15.85% [198250/1251000] [158.5/1000.0] [batch_t 0.146 (0.157)] [data_t 0.006] [optim_t 0.140] [lr 0.002820] [CE 5.067 (4.870)] [KD 6.520 (6.336)] +2024-10-12 06:22:31,728 - Train: 15.85% [198300/1251000] [158.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.002820] [CE 4.245 (4.859)] [KD 6.249 (6.372)] +2024-10-12 06:22:39,179 - Train: 15.86% [198350/1251000] [158.6/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002820] [CE 4.624 (4.744)] [KD 6.117 (6.288)] +2024-10-12 06:22:46,946 - Train: 15.86% [198400/1251000] [158.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.002819] [CE 4.604 (4.874)] [KD 6.072 (6.387)] +2024-10-12 06:22:54,452 - Train: 15.86% [198450/1251000] [158.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.002819] [CE 4.726 (4.869)] [KD 6.203 (6.434)] +2024-10-12 06:23:02,034 - Train: 15.87% [198500/1251000] [158.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.002819] [CE 4.851 (4.889)] [KD 6.581 (6.466)] +2024-10-12 06:23:09,650 - Train: 15.87% [198550/1251000] [158.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002819] [CE 4.949 (4.789)] [KD 6.803 (6.345)] +2024-10-12 06:23:17,287 - Train: 15.88% [198600/1251000] [158.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002819] [CE 5.035 (4.918)] [KD 6.576 (6.441)] +2024-10-12 06:23:24,983 - Train: 15.88% [198650/1251000] [158.8/1000.0] [batch_t 0.277 (0.154)] [data_t 0.009] [optim_t 0.268] [lr 0.002819] [CE 4.873 (4.832)] [KD 6.504 (6.411)] +2024-10-12 06:23:32,793 - Train: 15.88% [198700/1251000] [158.8/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002819] [CE 4.984 (4.787)] [KD 6.705 (6.432)] +2024-10-12 06:23:40,214 - Train: 15.89% [198750/1251000] [158.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002819] [CE 5.068 (4.848)] [KD 6.622 (6.343)] +2024-10-12 06:23:47,751 - Train: 15.89% [198800/1251000] [158.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002819] [CE 4.658 (4.815)] [KD 6.521 (6.388)] +2024-10-12 06:23:55,188 - Train: 15.90% [198850/1251000] [159.0/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.002819] [CE 4.775 (4.892)] [KD 6.653 (6.417)] +2024-10-12 06:24:02,585 - Train: 15.90% [198900/1251000] [159.0/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002819] [CE 4.924 (4.863)] [KD 6.700 (6.509)] +2024-10-12 06:24:03,868 - ==> Total time: 8:36:54 Eta: 1 day, 21:34:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 06:24:13,721 - Train: 15.90% [198950/1251000] [159.0/1000.0] [batch_t 0.150 (0.165)] [data_t 0.004] [optim_t 0.147] [lr 0.002818] [CE 4.913 (4.825)] [KD 6.440 (6.343)] +2024-10-12 06:24:21,328 - Train: 15.91% [199000/1251000] [159.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.002818] [CE 4.233 (4.861)] [KD 5.931 (6.335)] +2024-10-12 06:24:29,130 - Train: 15.91% [199050/1251000] [159.1/1000.0] [batch_t 0.158 (0.156)] [data_t 0.004] [optim_t 0.154] [lr 0.002818] [CE 5.201 (4.909)] [KD 6.858 (6.506)] +2024-10-12 06:24:36,866 - Train: 15.92% [199100/1251000] [159.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.002818] [CE 4.878 (4.944)] [KD 6.198 (6.450)] +2024-10-12 06:24:44,362 - Train: 15.92% [199150/1251000] [159.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002818] [CE 4.887 (4.892)] [KD 5.942 (6.418)] +2024-10-12 06:24:51,836 - Train: 15.92% [199200/1251000] [159.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002818] [CE 5.049 (4.887)] [KD 6.398 (6.373)] +2024-10-12 06:24:59,465 - Train: 15.93% [199250/1251000] [159.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002818] [CE 4.680 (4.826)] [KD 6.475 (6.485)] +2024-10-12 06:25:06,956 - Train: 15.93% [199300/1251000] [159.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002818] [CE 4.476 (4.814)] [KD 6.371 (6.476)] +2024-10-12 06:25:14,520 - Train: 15.94% [199350/1251000] [159.4/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.002818] [CE 4.406 (4.880)] [KD 6.290 (6.441)] +2024-10-12 06:25:22,140 - Train: 15.94% [199400/1251000] [159.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.002818] [CE 4.493 (4.822)] [KD 6.258 (6.369)] +2024-10-12 06:25:29,747 - Train: 15.94% [199450/1251000] [159.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002818] [CE 4.766 (4.779)] [KD 6.371 (6.318)] +2024-10-12 06:25:37,490 - Train: 15.95% [199500/1251000] [159.5/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.002818] [CE 5.021 (4.857)] [KD 6.524 (6.493)] +2024-10-12 06:25:45,214 - Train: 15.95% [199550/1251000] [159.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002817] [CE 4.402 (4.824)] [KD 5.903 (6.392)] +2024-10-12 06:25:52,785 - Train: 15.96% [199600/1251000] [159.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002817] [CE 4.740 (4.798)] [KD 6.412 (6.324)] +2024-10-12 06:26:00,374 - Train: 15.96% [199650/1251000] [159.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.002817] [CE 5.117 (4.815)] [KD 6.548 (6.504)] +2024-10-12 06:26:07,856 - Train: 15.96% [199700/1251000] [159.6/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.002817] [CE 5.290 (4.842)] [KD 6.573 (6.457)] +2024-10-12 06:26:15,284 - Train: 15.97% [199750/1251000] [159.7/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.002817] [CE 4.616 (4.820)] [KD 6.185 (6.480)] +2024-10-12 06:26:22,845 - Train: 15.97% [199800/1251000] [159.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002817] [CE 4.556 (4.784)] [KD 6.637 (6.426)] +2024-10-12 06:26:30,459 - Train: 15.98% [199850/1251000] [159.8/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.002817] [CE 4.390 (4.915)] [KD 6.161 (6.559)] +2024-10-12 06:26:38,349 - Train: 15.98% [199900/1251000] [159.8/1000.0] [batch_t 0.145 (0.158)] [data_t 0.005] [optim_t 0.140] [lr 0.002817] [CE 4.670 (4.934)] [KD 6.437 (6.483)] +2024-10-12 06:26:45,889 - Train: 15.98% [199950/1251000] [159.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002817] [CE 4.922 (4.902)] [KD 6.488 (6.432)] +2024-10-12 06:26:53,463 - Train: 15.99% [200000/1251000] [159.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002817] [CE 4.823 (4.875)] [KD 6.070 (6.422)] +2024-10-12 06:27:00,887 - Train: 15.99% [200050/1251000] [159.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002817] [CE 5.175 (4.896)] [KD 6.699 (6.551)] +2024-10-12 06:27:08,436 - Train: 16.00% [200100/1251000] [160.0/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002816] [CE 4.618 (4.852)] [KD 6.519 (6.388)] +2024-10-12 06:27:15,859 - Train: 16.00% [200150/1251000] [160.0/1000.0] [batch_t 0.142 (0.148)] [data_t 0.004] [optim_t 0.138] [lr 0.002816] [CE 4.988 (4.833)] [KD 6.300 (6.532)] +2024-10-12 06:27:23,133 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 29863] [top5_cnt 41411] [top_all 50000] +2024-10-12 06:27:23,133 - net: 59.726 (82.822) +2024-10-12 06:27:28,867 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 34008] [top5_cnt 44062] [top_all 50000] +2024-10-12 06:27:28,868 - net_E: 68.016 (88.124) +2024-10-12 06:27:29,019 - Max [top1: 60.344 (epoch: 140)] [top1-ema: 68.016 (epoch: 160)] +2024-10-12 06:27:29,019 - ==> Total time: 8:40:20 Eta: 1 day, 21:31:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 06:27:37,722 - Train: 16.00% [200200/1251000] [160.0/1000.0] [batch_t 0.303 (0.165)] [data_t 0.003] [optim_t 0.300] [lr 0.002816] [CE 4.598 (4.846)] [KD 6.325 (6.406)] +2024-10-12 06:27:45,382 - Train: 16.01% [200250/1251000] [160.1/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.002816] [CE 5.090 (4.790)] [KD 6.539 (6.303)] +2024-10-12 06:27:53,388 - Train: 16.01% [200300/1251000] [160.1/1000.0] [batch_t 0.150 (0.160)] [data_t 0.005] [optim_t 0.144] [lr 0.002816] [CE 4.406 (4.829)] [KD 6.369 (6.553)] +2024-10-12 06:28:01,039 - Train: 16.02% [200350/1251000] [160.2/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002816] [CE 5.083 (4.874)] [KD 6.492 (6.480)] +2024-10-12 06:28:08,714 - Train: 16.02% [200400/1251000] [160.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002816] [CE 4.771 (4.860)] [KD 6.479 (6.455)] +2024-10-12 06:28:16,225 - Train: 16.02% [200450/1251000] [160.2/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.002816] [CE 4.991 (4.827)] [KD 6.369 (6.460)] +2024-10-12 06:28:23,825 - Train: 16.03% [200500/1251000] [160.3/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.002816] [CE 4.918 (4.867)] [KD 6.321 (6.423)] +2024-10-12 06:28:31,500 - Train: 16.03% [200550/1251000] [160.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.002816] [CE 4.989 (4.921)] [KD 6.483 (6.525)] +2024-10-12 06:28:39,082 - Train: 16.04% [200600/1251000] [160.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002816] [CE 4.674 (4.774)] [KD 6.691 (6.443)] +2024-10-12 06:28:46,893 - Train: 16.04% [200650/1251000] [160.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.006] [optim_t 0.143] [lr 0.002815] [CE 4.744 (4.819)] [KD 6.391 (6.397)] +2024-10-12 06:28:54,499 - Train: 16.04% [200700/1251000] [160.4/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.002815] [CE 5.022 (4.847)] [KD 7.032 (6.465)] +2024-10-12 06:29:01,938 - Train: 16.05% [200750/1251000] [160.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.002815] [CE 5.300 (4.877)] [KD 6.274 (6.480)] +2024-10-12 06:29:09,675 - Train: 16.05% [200800/1251000] [160.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002815] [CE 4.709 (4.831)] [KD 6.171 (6.436)] +2024-10-12 06:29:17,159 - Train: 16.06% [200850/1251000] [160.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.146] [lr 0.002815] [CE 4.880 (4.824)] [KD 6.547 (6.323)] +2024-10-12 06:29:24,638 - Train: 16.06% [200900/1251000] [160.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002815] [CE 4.833 (4.833)] [KD 6.564 (6.503)] +2024-10-12 06:29:32,308 - Train: 16.06% [200950/1251000] [160.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002815] [CE 4.854 (4.895)] [KD 6.107 (6.453)] +2024-10-12 06:29:39,869 - Train: 16.07% [201000/1251000] [160.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002815] [CE 4.880 (4.835)] [KD 6.373 (6.450)] +2024-10-12 06:29:47,560 - Train: 16.07% [201050/1251000] [160.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.002815] [CE 4.623 (4.895)] [KD 6.328 (6.552)] +2024-10-12 06:29:55,120 - Train: 16.08% [201100/1251000] [160.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002815] [CE 4.614 (4.834)] [KD 6.696 (6.514)] +2024-10-12 06:30:02,729 - Train: 16.08% [201150/1251000] [160.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.002815] [CE 5.268 (4.846)] [KD 6.676 (6.377)] +2024-10-12 06:30:10,412 - Train: 16.08% [201200/1251000] [160.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002814] [CE 5.396 (4.770)] [KD 6.808 (6.393)] +2024-10-12 06:30:17,969 - Train: 16.09% [201250/1251000] [160.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002814] [CE 4.260 (4.860)] [KD 6.179 (6.445)] +2024-10-12 06:30:25,395 - Train: 16.09% [201300/1251000] [160.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002814] [CE 5.156 (4.891)] [KD 6.526 (6.410)] +2024-10-12 06:30:32,802 - Train: 16.10% [201350/1251000] [161.0/1000.0] [batch_t 0.153 (0.148)] [data_t 0.004] [optim_t 0.149] [lr 0.002814] [CE 4.777 (4.899)] [KD 6.602 (6.459)] +2024-10-12 06:30:40,477 - Train: 16.10% [201400/1251000] [161.0/1000.0] [batch_t 0.140 (0.153)] [data_t 0.004] [optim_t 0.136] [lr 0.002814] [CE 4.614 (4.782)] [KD 6.351 (6.287)] +2024-10-12 06:30:42,037 - ==> Total time: 8:43:33 Eta: 1 day, 21:28:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 06:30:49,995 - Train: 16.10% [201450/1251000] [161.0/1000.0] [batch_t 0.148 (0.164)] [data_t 0.006] [optim_t 0.141] [lr 0.002814] [CE 4.929 (4.814)] [KD 6.497 (6.296)] +2024-10-12 06:30:57,759 - Train: 16.11% [201500/1251000] [161.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.002814] [CE 5.000 (4.861)] [KD 6.580 (6.368)] +2024-10-12 06:31:05,414 - Train: 16.11% [201550/1251000] [161.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002814] [CE 5.087 (4.862)] [KD 6.150 (6.434)] +2024-10-12 06:31:12,905 - Train: 16.12% [201600/1251000] [161.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.007] [optim_t 0.143] [lr 0.002814] [CE 4.869 (4.759)] [KD 6.393 (6.274)] +2024-10-12 06:31:20,692 - Train: 16.12% [201650/1251000] [161.2/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.002814] [CE 5.074 (4.829)] [KD 6.266 (6.471)] +2024-10-12 06:31:28,319 - Train: 16.12% [201700/1251000] [161.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.002814] [CE 4.804 (4.802)] [KD 6.205 (6.318)] +2024-10-12 06:31:35,832 - Train: 16.13% [201750/1251000] [161.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002813] [CE 4.641 (4.842)] [KD 6.620 (6.419)] +2024-10-12 06:31:43,339 - Train: 16.13% [201800/1251000] [161.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002813] [CE 4.663 (4.793)] [KD 6.365 (6.362)] +2024-10-12 06:31:51,182 - Train: 16.14% [201850/1251000] [161.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.002813] [CE 4.510 (4.834)] [KD 6.099 (6.412)] +2024-10-12 06:31:58,777 - Train: 16.14% [201900/1251000] [161.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002813] [CE 5.229 (4.871)] [KD 6.671 (6.333)] +2024-10-12 06:32:06,479 - Train: 16.14% [201950/1251000] [161.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.002813] [CE 4.505 (4.860)] [KD 6.396 (6.369)] +2024-10-12 06:32:13,909 - Train: 16.15% [202000/1251000] [161.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002813] [CE 4.717 (4.878)] [KD 6.437 (6.448)] +2024-10-12 06:32:21,620 - Train: 16.15% [202050/1251000] [161.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.002813] [CE 4.465 (4.886)] [KD 6.293 (6.450)] +2024-10-12 06:32:29,218 - Train: 16.16% [202100/1251000] [161.6/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.002813] [CE 5.218 (4.853)] [KD 6.337 (6.452)] +2024-10-12 06:32:36,792 - Train: 16.16% [202150/1251000] [161.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002813] [CE 4.510 (4.804)] [KD 6.298 (6.323)] +2024-10-12 06:32:44,312 - Train: 16.16% [202200/1251000] [161.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002813] [CE 4.634 (4.830)] [KD 6.386 (6.384)] +2024-10-12 06:32:51,962 - Train: 16.17% [202250/1251000] [161.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002813] [CE 5.079 (4.828)] [KD 6.651 (6.506)] +2024-10-12 06:32:59,590 - Train: 16.17% [202300/1251000] [161.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.002812] [CE 4.593 (4.940)] [KD 6.316 (6.473)] +2024-10-12 06:33:07,520 - Train: 16.18% [202350/1251000] [161.8/1000.0] [batch_t 0.155 (0.158)] [data_t 0.004] [optim_t 0.151] [lr 0.002812] [CE 5.264 (4.935)] [KD 6.807 (6.423)] +2024-10-12 06:33:15,155 - Train: 16.18% [202400/1251000] [161.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002812] [CE 4.599 (4.818)] [KD 5.967 (6.446)] +2024-10-12 06:33:22,833 - Train: 16.18% [202450/1251000] [161.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002812] [CE 4.416 (4.889)] [KD 6.041 (6.513)] +2024-10-12 06:33:30,632 - Train: 16.19% [202500/1251000] [161.9/1000.0] [batch_t 0.159 (0.156)] [data_t 0.003] [optim_t 0.156] [lr 0.002812] [CE 4.749 (4.780)] [KD 6.093 (6.351)] +2024-10-12 06:33:38,138 - Train: 16.19% [202550/1251000] [161.9/1000.0] [batch_t 0.152 (0.150)] [data_t 0.006] [optim_t 0.146] [lr 0.002812] [CE 4.888 (4.863)] [KD 6.437 (6.442)] +2024-10-12 06:33:45,639 - Train: 16.20% [202600/1251000] [162.0/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.002812] [CE 4.676 (4.875)] [KD 6.090 (6.425)] +2024-10-12 06:33:53,124 - Train: 16.20% [202650/1251000] [162.0/1000.0] [batch_t 0.140 (0.150)] [data_t 0.002] [optim_t 0.138] [lr 0.002812] [CE 4.572 (4.848)] [KD 6.269 (6.481)] +2024-10-12 06:33:54,889 - ==> Total time: 8:46:45 Eta: 1 day, 21:24:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 06:34:03,152 - Train: 16.20% [202700/1251000] [162.0/1000.0] [batch_t 0.149 (0.166)] [data_t 0.003] [optim_t 0.146] [lr 0.002812] [CE 4.000 (4.880)] [KD 6.129 (6.410)] +2024-10-12 06:34:10,886 - Train: 16.21% [202750/1251000] [162.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002812] [CE 5.247 (4.871)] [KD 6.703 (6.425)] +2024-10-12 06:34:18,340 - Train: 16.21% [202800/1251000] [162.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002812] [CE 4.696 (4.866)] [KD 6.064 (6.417)] +2024-10-12 06:34:26,080 - Train: 16.22% [202850/1251000] [162.2/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.002811] [CE 4.652 (4.826)] [KD 6.201 (6.376)] +2024-10-12 06:34:33,688 - Train: 16.22% [202900/1251000] [162.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002811] [CE 4.859 (4.871)] [KD 6.365 (6.424)] +2024-10-12 06:34:41,343 - Train: 16.22% [202950/1251000] [162.2/1000.0] [batch_t 0.158 (0.153)] [data_t 0.005] [optim_t 0.153] [lr 0.002811] [CE 5.165 (4.800)] [KD 6.733 (6.467)] +2024-10-12 06:34:49,126 - Train: 16.23% [203000/1251000] [162.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.002811] [CE 5.071 (4.881)] [KD 6.375 (6.477)] +2024-10-12 06:34:56,669 - Train: 16.23% [203050/1251000] [162.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002811] [CE 5.133 (4.884)] [KD 6.495 (6.459)] +2024-10-12 06:35:04,600 - Train: 16.24% [203100/1251000] [162.4/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.002811] [CE 4.243 (4.855)] [KD 6.414 (6.415)] +2024-10-12 06:35:12,268 - Train: 16.24% [203150/1251000] [162.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002811] [CE 4.946 (4.843)] [KD 6.191 (6.401)] +2024-10-12 06:35:19,961 - Train: 16.24% [203200/1251000] [162.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002811] [CE 5.009 (4.777)] [KD 6.459 (6.282)] +2024-10-12 06:35:27,564 - Train: 16.25% [203250/1251000] [162.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002811] [CE 4.455 (4.842)] [KD 6.239 (6.325)] +2024-10-12 06:35:35,311 - Train: 16.25% [203300/1251000] [162.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.002811] [CE 4.920 (4.824)] [KD 6.128 (6.374)] +2024-10-12 06:35:42,820 - Train: 16.25% [203350/1251000] [162.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002811] [CE 5.379 (4.829)] [KD 6.763 (6.413)] +2024-10-12 06:35:50,426 - Train: 16.26% [203400/1251000] [162.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002810] [CE 4.527 (4.883)] [KD 6.338 (6.456)] +2024-10-12 06:35:57,902 - Train: 16.26% [203450/1251000] [162.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002810] [CE 4.638 (4.829)] [KD 6.629 (6.390)] +2024-10-12 06:36:05,427 - Train: 16.27% [203500/1251000] [162.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002810] [CE 4.269 (4.935)] [KD 6.276 (6.555)] +2024-10-12 06:36:13,283 - Train: 16.27% [203550/1251000] [162.7/1000.0] [batch_t 0.145 (0.157)] [data_t 0.005] [optim_t 0.140] [lr 0.002810] [CE 4.553 (4.834)] [KD 6.294 (6.483)] +2024-10-12 06:36:21,004 - Train: 16.27% [203600/1251000] [162.7/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.002810] [CE 4.614 (4.920)] [KD 6.417 (6.446)] +2024-10-12 06:36:28,726 - Train: 16.28% [203650/1251000] [162.8/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.002810] [CE 5.162 (4.836)] [KD 6.553 (6.464)] +2024-10-12 06:36:36,338 - Train: 16.28% [203700/1251000] [162.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002810] [CE 4.754 (4.878)] [KD 6.816 (6.493)] +2024-10-12 06:36:43,848 - Train: 16.29% [203750/1251000] [162.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002810] [CE 4.466 (4.869)] [KD 6.192 (6.360)] +2024-10-12 06:36:51,273 - Train: 16.29% [203800/1251000] [162.9/1000.0] [batch_t 0.154 (0.148)] [data_t 0.003] [optim_t 0.151] [lr 0.002810] [CE 5.330 (4.816)] [KD 6.480 (6.360)] +2024-10-12 06:36:58,837 - Train: 16.29% [203850/1251000] [162.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002810] [CE 4.982 (4.828)] [KD 6.531 (6.454)] +2024-10-12 06:37:06,477 - Train: 16.30% [203900/1251000] [163.0/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.002810] [CE 4.737 (4.877)] [KD 6.311 (6.418)] +2024-10-12 06:37:08,315 - ==> Total time: 8:49:59 Eta: 1 day, 21:21:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 06:37:17,209 - Train: 16.30% [203950/1251000] [163.0/1000.0] [batch_t 0.151 (0.198)] [data_t 0.003] [optim_t 0.147] [lr 0.002809] [CE 4.827 (4.830)] [KD 6.239 (6.342)] +2024-10-12 06:37:24,740 - Train: 16.31% [204000/1251000] [163.1/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002809] [CE 4.271 (4.757)] [KD 5.804 (6.318)] +2024-10-12 06:37:32,375 - Train: 16.31% [204050/1251000] [163.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002809] [CE 4.983 (4.838)] [KD 6.640 (6.417)] +2024-10-12 06:37:39,796 - Train: 16.31% [204100/1251000] [163.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002809] [CE 4.892 (4.804)] [KD 6.200 (6.359)] +2024-10-12 06:37:47,365 - Train: 16.32% [204150/1251000] [163.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002809] [CE 5.065 (4.819)] [KD 6.841 (6.469)] +2024-10-12 06:37:54,960 - Train: 16.32% [204200/1251000] [163.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002809] [CE 5.152 (4.867)] [KD 6.855 (6.479)] +2024-10-12 06:38:02,530 - Train: 16.33% [204250/1251000] [163.3/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.002809] [CE 4.949 (4.799)] [KD 6.390 (6.420)] +2024-10-12 06:38:10,175 - Train: 16.33% [204300/1251000] [163.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002809] [CE 4.577 (4.896)] [KD 6.391 (6.499)] +2024-10-12 06:38:17,628 - Train: 16.33% [204350/1251000] [163.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002809] [CE 4.733 (4.832)] [KD 6.226 (6.390)] +2024-10-12 06:38:25,329 - Train: 16.34% [204400/1251000] [163.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002809] [CE 4.726 (4.907)] [KD 6.282 (6.422)] +2024-10-12 06:38:32,736 - Train: 16.34% [204450/1251000] [163.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.002809] [CE 4.789 (4.843)] [KD 6.218 (6.276)] +2024-10-12 06:38:40,390 - Train: 16.35% [204500/1251000] [163.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002808] [CE 4.815 (4.881)] [KD 6.336 (6.460)] +2024-10-12 06:38:48,094 - Train: 16.35% [204550/1251000] [163.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.002808] [CE 5.060 (4.858)] [KD 7.002 (6.509)] +2024-10-12 06:38:55,820 - Train: 16.35% [204600/1251000] [163.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.002808] [CE 4.615 (4.809)] [KD 5.933 (6.390)] +2024-10-12 06:39:03,237 - Train: 16.36% [204650/1251000] [163.6/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.002808] [CE 4.929 (4.807)] [KD 6.753 (6.285)] +2024-10-12 06:39:10,674 - Train: 16.36% [204700/1251000] [163.6/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002808] [CE 5.317 (4.857)] [KD 6.389 (6.473)] +2024-10-12 06:39:18,114 - Train: 16.37% [204750/1251000] [163.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002808] [CE 5.258 (4.782)] [KD 6.467 (6.360)] +2024-10-12 06:39:25,762 - Train: 16.37% [204800/1251000] [163.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002808] [CE 5.057 (4.802)] [KD 6.565 (6.325)] +2024-10-12 06:39:33,613 - Train: 16.37% [204850/1251000] [163.7/1000.0] [batch_t 0.146 (0.157)] [data_t 0.004] [optim_t 0.141] [lr 0.002808] [CE 4.974 (4.805)] [KD 6.234 (6.384)] +2024-10-12 06:39:41,203 - Train: 16.38% [204900/1251000] [163.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002808] [CE 4.414 (4.863)] [KD 6.570 (6.406)] +2024-10-12 06:39:48,738 - Train: 16.38% [204950/1251000] [163.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002808] [CE 5.081 (4.870)] [KD 6.628 (6.345)] +2024-10-12 06:39:56,425 - Train: 16.39% [205000/1251000] [163.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002808] [CE 4.947 (4.854)] [KD 6.402 (6.389)] +2024-10-12 06:40:03,988 - Train: 16.39% [205050/1251000] [163.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002807] [CE 4.914 (4.801)] [KD 6.342 (6.351)] +2024-10-12 06:40:11,613 - Train: 16.39% [205100/1251000] [163.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.002807] [CE 4.955 (4.829)] [KD 6.425 (6.473)] +2024-10-12 06:40:19,624 - Train: 16.40% [205150/1251000] [164.0/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.002807] [CE 4.797 (4.877)] [KD 6.398 (6.443)] +2024-10-12 06:40:21,588 - ==> Total time: 8:53:12 Eta: 1 day, 21:18:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 06:40:29,214 - Train: 16.40% [205200/1251000] [164.0/1000.0] [batch_t 0.150 (0.161)] [data_t 0.004] [optim_t 0.146] [lr 0.002807] [CE 5.263 (4.841)] [KD 6.317 (6.361)] +2024-10-12 06:40:36,876 - Train: 16.41% [205250/1251000] [164.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.002807] [CE 4.839 (4.788)] [KD 6.493 (6.354)] +2024-10-12 06:40:44,535 - Train: 16.41% [205300/1251000] [164.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.002807] [CE 4.512 (4.868)] [KD 6.190 (6.445)] +2024-10-12 06:40:52,034 - Train: 16.41% [205350/1251000] [164.1/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.002807] [CE 5.065 (4.873)] [KD 6.552 (6.446)] +2024-10-12 06:40:59,539 - Train: 16.42% [205400/1251000] [164.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002807] [CE 5.254 (4.918)] [KD 6.421 (6.493)] +2024-10-12 06:41:07,277 - Train: 16.42% [205450/1251000] [164.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.002807] [CE 4.976 (4.833)] [KD 6.171 (6.372)] +2024-10-12 06:41:14,747 - Train: 16.43% [205500/1251000] [164.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002807] [CE 5.127 (4.858)] [KD 6.526 (6.434)] +2024-10-12 06:41:22,904 - Train: 16.43% [205550/1251000] [164.3/1000.0] [batch_t 0.147 (0.163)] [data_t 0.005] [optim_t 0.142] [lr 0.002807] [CE 5.093 (4.880)] [KD 6.392 (6.416)] +2024-10-12 06:41:30,353 - Train: 16.43% [205600/1251000] [164.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002806] [CE 4.533 (4.805)] [KD 6.340 (6.508)] +2024-10-12 06:41:37,813 - Train: 16.44% [205650/1251000] [164.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002806] [CE 4.420 (4.833)] [KD 6.412 (6.460)] +2024-10-12 06:41:45,366 - Train: 16.44% [205700/1251000] [164.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002806] [CE 4.858 (4.873)] [KD 6.399 (6.491)] +2024-10-12 06:41:52,800 - Train: 16.45% [205750/1251000] [164.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002806] [CE 4.401 (4.852)] [KD 6.134 (6.488)] +2024-10-12 06:42:00,260 - Train: 16.45% [205800/1251000] [164.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002806] [CE 5.362 (4.810)] [KD 6.454 (6.455)] +2024-10-12 06:42:08,057 - Train: 16.45% [205850/1251000] [164.5/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002806] [CE 5.295 (4.806)] [KD 6.509 (6.341)] +2024-10-12 06:42:15,641 - Train: 16.46% [205900/1251000] [164.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.002806] [CE 4.575 (4.873)] [KD 6.195 (6.312)] +2024-10-12 06:42:23,629 - Train: 16.46% [205950/1251000] [164.6/1000.0] [batch_t 0.145 (0.160)] [data_t 0.006] [optim_t 0.140] [lr 0.002806] [CE 5.236 (4.851)] [KD 6.374 (6.355)] +2024-10-12 06:42:31,134 - Train: 16.47% [206000/1251000] [164.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.002806] [CE 4.876 (4.891)] [KD 6.548 (6.371)] +2024-10-12 06:42:38,610 - Train: 16.47% [206050/1251000] [164.7/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.002806] [CE 4.526 (4.799)] [KD 6.526 (6.428)] +2024-10-12 06:42:46,186 - Train: 16.47% [206100/1251000] [164.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002806] [CE 5.084 (4.816)] [KD 6.086 (6.345)] +2024-10-12 06:42:53,657 - Train: 16.48% [206150/1251000] [164.8/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.002805] [CE 4.563 (4.830)] [KD 6.557 (6.393)] +2024-10-12 06:43:01,277 - Train: 16.48% [206200/1251000] [164.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.002805] [CE 4.951 (4.782)] [KD 6.525 (6.381)] +2024-10-12 06:43:08,788 - Train: 16.49% [206250/1251000] [164.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002805] [CE 4.728 (4.818)] [KD 6.190 (6.462)] +2024-10-12 06:43:16,571 - Train: 16.49% [206300/1251000] [164.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.002805] [CE 5.455 (4.863)] [KD 6.550 (6.442)] +2024-10-12 06:43:24,320 - Train: 16.49% [206350/1251000] [164.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.002805] [CE 4.700 (4.790)] [KD 6.250 (6.418)] +2024-10-12 06:43:32,259 - Train: 16.50% [206400/1251000] [165.0/1000.0] [batch_t 0.160 (0.159)] [data_t 0.011] [optim_t 0.149] [lr 0.002805] [CE 4.789 (4.817)] [KD 6.557 (6.408)] +2024-10-12 06:43:40,187 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 30042] [top5_cnt 41776] [top_all 50000] +2024-10-12 06:43:40,188 - net: 60.084 (83.552) +2024-10-12 06:43:46,035 - Test (net_E): 100.00% [50/50] [batch_t 0.057 (0.107)] [top1_cnt 33979] [top5_cnt 44055] [top_all 50000] +2024-10-12 06:43:46,035 - net_E: 67.958 (88.110) +2024-10-12 06:43:46,193 - Max [top1: 60.344 (epoch: 140)] [top1-ema: 68.016 (epoch: 160)] +2024-10-12 06:43:46,193 - ==> Total time: 8:56:37 Eta: 1 day, 21:15:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 06:43:54,118 - Train: 16.50% [206450/1251000] [165.0/1000.0] [batch_t 0.151 (0.169)] [data_t 0.003] [optim_t 0.148] [lr 0.002805] [CE 4.934 (4.784)] [KD 6.385 (6.264)] +2024-10-12 06:44:01,778 - Train: 16.51% [206500/1251000] [165.1/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.002805] [CE 4.780 (4.846)] [KD 6.257 (6.351)] +2024-10-12 06:44:09,267 - Train: 16.51% [206550/1251000] [165.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002805] [CE 5.057 (4.808)] [KD 6.486 (6.247)] +2024-10-12 06:44:16,713 - Train: 16.51% [206600/1251000] [165.1/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002805] [CE 4.875 (4.879)] [KD 6.802 (6.378)] +2024-10-12 06:44:24,497 - Train: 16.52% [206650/1251000] [165.2/1000.0] [batch_t 0.293 (0.156)] [data_t 0.004] [optim_t 0.290] [lr 0.002804] [CE 4.762 (4.880)] [KD 6.470 (6.510)] +2024-10-12 06:44:32,233 - Train: 16.52% [206700/1251000] [165.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.002804] [CE 4.274 (4.733)] [KD 6.214 (6.431)] +2024-10-12 06:44:39,844 - Train: 16.53% [206750/1251000] [165.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002804] [CE 4.991 (4.872)] [KD 6.101 (6.288)] +2024-10-12 06:44:47,440 - Train: 16.53% [206800/1251000] [165.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002804] [CE 4.539 (4.725)] [KD 6.196 (6.309)] +2024-10-12 06:44:55,096 - Train: 16.53% [206850/1251000] [165.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002804] [CE 4.684 (4.847)] [KD 6.454 (6.399)] +2024-10-12 06:45:02,786 - Train: 16.54% [206900/1251000] [165.4/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.002804] [CE 5.136 (4.831)] [KD 6.371 (6.497)] +2024-10-12 06:45:10,580 - Train: 16.54% [206950/1251000] [165.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.002804] [CE 4.366 (4.872)] [KD 6.549 (6.474)] +2024-10-12 06:45:18,077 - Train: 16.55% [207000/1251000] [165.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.007] [optim_t 0.144] [lr 0.002804] [CE 5.074 (4.838)] [KD 6.339 (6.419)] +2024-10-12 06:45:25,584 - Train: 16.55% [207050/1251000] [165.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.002804] [CE 4.851 (4.843)] [KD 6.457 (6.377)] +2024-10-12 06:45:33,340 - Train: 16.55% [207100/1251000] [165.5/1000.0] [batch_t 0.306 (0.155)] [data_t 0.005] [optim_t 0.302] [lr 0.002804] [CE 4.719 (4.849)] [KD 6.395 (6.342)] +2024-10-12 06:45:41,168 - Train: 16.56% [207150/1251000] [165.6/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.002804] [CE 5.114 (4.880)] [KD 6.390 (6.404)] +2024-10-12 06:45:48,759 - Train: 16.56% [207200/1251000] [165.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002803] [CE 4.901 (4.882)] [KD 6.296 (6.403)] +2024-10-12 06:45:56,320 - Train: 16.57% [207250/1251000] [165.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.002803] [CE 4.503 (4.779)] [KD 6.166 (6.295)] +2024-10-12 06:46:03,979 - Train: 16.57% [207300/1251000] [165.7/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.002803] [CE 5.126 (4.850)] [KD 6.800 (6.351)] +2024-10-12 06:46:11,523 - Train: 16.57% [207350/1251000] [165.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002803] [CE 4.138 (4.855)] [KD 6.599 (6.449)] +2024-10-12 06:46:19,190 - Train: 16.58% [207400/1251000] [165.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002803] [CE 4.927 (4.873)] [KD 6.570 (6.519)] +2024-10-12 06:46:26,653 - Train: 16.58% [207450/1251000] [165.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002803] [CE 4.856 (4.831)] [KD 6.313 (6.436)] +2024-10-12 06:46:34,439 - Train: 16.59% [207500/1251000] [165.9/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.002803] [CE 4.781 (4.846)] [KD 6.419 (6.489)] +2024-10-12 06:46:42,264 - Train: 16.59% [207550/1251000] [165.9/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.002803] [CE 4.647 (4.835)] [KD 6.653 (6.548)] +2024-10-12 06:46:50,012 - Train: 16.59% [207600/1251000] [165.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.007] [optim_t 0.145] [lr 0.002803] [CE 4.947 (4.852)] [KD 6.759 (6.436)] +2024-10-12 06:46:57,686 - Train: 16.60% [207650/1251000] [166.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.002803] [CE 4.592 (4.849)] [KD 6.374 (6.474)] +2024-10-12 06:46:59,971 - ==> Total time: 8:59:51 Eta: 1 day, 21:12:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 06:47:06,970 - Train: 16.60% [207700/1251000] [166.0/1000.0] [batch_t 0.149 (0.165)] [data_t 0.003] [optim_t 0.146] [lr 0.002803] [CE 4.943 (4.813)] [KD 6.451 (6.314)] +2024-10-12 06:47:14,782 - Train: 16.61% [207750/1251000] [166.1/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.002802] [CE 4.717 (4.842)] [KD 6.271 (6.331)] +2024-10-12 06:47:22,220 - Train: 16.61% [207800/1251000] [166.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002802] [CE 5.193 (4.843)] [KD 6.547 (6.293)] +2024-10-12 06:47:29,844 - Train: 16.61% [207850/1251000] [166.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002802] [CE 4.977 (4.883)] [KD 6.418 (6.469)] +2024-10-12 06:47:37,234 - Train: 16.62% [207900/1251000] [166.2/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002802] [CE 5.261 (4.892)] [KD 6.757 (6.424)] +2024-10-12 06:47:44,640 - Train: 16.62% [207950/1251000] [166.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002802] [CE 4.899 (4.800)] [KD 6.651 (6.447)] +2024-10-12 06:47:52,510 - Train: 16.63% [208000/1251000] [166.3/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.002802] [CE 4.461 (4.803)] [KD 6.193 (6.379)] +2024-10-12 06:48:00,152 - Train: 16.63% [208050/1251000] [166.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002802] [CE 4.949 (4.828)] [KD 6.290 (6.415)] +2024-10-12 06:48:07,841 - Train: 16.63% [208100/1251000] [166.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.002802] [CE 4.618 (4.838)] [KD 6.442 (6.391)] +2024-10-12 06:48:15,609 - Train: 16.64% [208150/1251000] [166.4/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.152] [lr 0.002802] [CE 4.723 (4.774)] [KD 6.275 (6.298)] +2024-10-12 06:48:23,056 - Train: 16.64% [208200/1251000] [166.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002802] [CE 4.974 (4.899)] [KD 6.559 (6.477)] +2024-10-12 06:48:30,506 - Train: 16.65% [208250/1251000] [166.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002802] [CE 5.096 (4.925)] [KD 6.207 (6.495)] +2024-10-12 06:48:38,005 - Train: 16.65% [208300/1251000] [166.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.002801] [CE 4.980 (4.826)] [KD 6.493 (6.373)] +2024-10-12 06:48:45,731 - Train: 16.65% [208350/1251000] [166.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.002801] [CE 4.573 (4.787)] [KD 6.423 (6.470)] +2024-10-12 06:48:53,336 - Train: 16.66% [208400/1251000] [166.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.002801] [CE 4.753 (4.825)] [KD 6.551 (6.469)] +2024-10-12 06:49:01,304 - Train: 16.66% [208450/1251000] [166.6/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.002801] [CE 4.385 (4.846)] [KD 6.394 (6.434)] +2024-10-12 06:49:08,941 - Train: 16.67% [208500/1251000] [166.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.002801] [CE 4.671 (4.862)] [KD 6.376 (6.461)] +2024-10-12 06:49:16,427 - Train: 16.67% [208550/1251000] [166.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.002801] [CE 4.509 (4.846)] [KD 6.119 (6.436)] +2024-10-12 06:49:24,157 - Train: 16.67% [208600/1251000] [166.7/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.002801] [CE 4.804 (4.831)] [KD 5.852 (6.299)] +2024-10-12 06:49:31,665 - Train: 16.68% [208650/1251000] [166.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002801] [CE 4.915 (4.734)] [KD 6.467 (6.173)] +2024-10-12 06:49:39,215 - Train: 16.68% [208700/1251000] [166.8/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.002801] [CE 4.602 (4.833)] [KD 6.717 (6.354)] +2024-10-12 06:49:46,703 - Train: 16.69% [208750/1251000] [166.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002801] [CE 4.850 (4.844)] [KD 6.144 (6.397)] +2024-10-12 06:49:54,375 - Train: 16.69% [208800/1251000] [166.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.002800] [CE 4.324 (4.836)] [KD 5.918 (6.407)] +2024-10-12 06:50:02,068 - Train: 16.69% [208850/1251000] [166.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002800] [CE 4.495 (4.834)] [KD 6.297 (6.324)] +2024-10-12 06:50:09,900 - Train: 16.70% [208900/1251000] [167.0/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.002800] [CE 4.646 (4.823)] [KD 6.254 (6.388)] +2024-10-12 06:50:12,345 - ==> Total time: 9:03:03 Eta: 1 day, 21:08:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 06:50:19,475 - Train: 16.70% [208950/1251000] [167.0/1000.0] [batch_t 0.146 (0.170)] [data_t 0.005] [optim_t 0.141] [lr 0.002800] [CE 4.900 (4.872)] [KD 6.399 (6.462)] +2024-10-12 06:50:27,188 - Train: 16.71% [209000/1251000] [167.1/1000.0] [batch_t 0.154 (0.154)] [data_t 0.006] [optim_t 0.148] [lr 0.002800] [CE 4.302 (4.821)] [KD 6.251 (6.400)] +2024-10-12 06:50:34,891 - Train: 16.71% [209050/1251000] [167.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.002800] [CE 5.073 (4.855)] [KD 6.087 (6.370)] +2024-10-12 06:50:42,576 - Train: 16.71% [209100/1251000] [167.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.002800] [CE 4.237 (4.803)] [KD 6.199 (6.343)] +2024-10-12 06:50:50,340 - Train: 16.72% [209150/1251000] [167.2/1000.0] [batch_t 0.160 (0.155)] [data_t 0.004] [optim_t 0.156] [lr 0.002800] [CE 4.487 (4.829)] [KD 6.226 (6.416)] +2024-10-12 06:50:58,017 - Train: 16.72% [209200/1251000] [167.2/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.002800] [CE 5.026 (4.853)] [KD 6.224 (6.338)] +2024-10-12 06:51:05,896 - Train: 16.73% [209250/1251000] [167.3/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.002800] [CE 5.047 (4.858)] [KD 6.656 (6.348)] +2024-10-12 06:51:13,426 - Train: 16.73% [209300/1251000] [167.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002800] [CE 4.690 (4.783)] [KD 6.125 (6.329)] +2024-10-12 06:51:20,900 - Train: 16.73% [209350/1251000] [167.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002799] [CE 4.886 (4.855)] [KD 6.088 (6.376)] +2024-10-12 06:51:28,491 - Train: 16.74% [209400/1251000] [167.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002799] [CE 5.051 (4.848)] [KD 6.564 (6.520)] +2024-10-12 06:51:36,456 - Train: 16.74% [209450/1251000] [167.4/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.002799] [CE 4.725 (4.871)] [KD 6.532 (6.479)] +2024-10-12 06:51:43,913 - Train: 16.75% [209500/1251000] [167.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002799] [CE 5.113 (4.843)] [KD 6.407 (6.413)] +2024-10-12 06:51:51,440 - Train: 16.75% [209550/1251000] [167.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.002799] [CE 4.736 (4.854)] [KD 6.280 (6.365)] +2024-10-12 06:51:59,074 - Train: 16.75% [209600/1251000] [167.5/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.002799] [CE 5.060 (4.837)] [KD 6.320 (6.331)] +2024-10-12 06:52:06,680 - Train: 16.76% [209650/1251000] [167.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002799] [CE 4.858 (4.846)] [KD 6.472 (6.351)] +2024-10-12 06:52:14,499 - Train: 16.76% [209700/1251000] [167.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.002799] [CE 5.197 (4.844)] [KD 6.898 (6.431)] +2024-10-12 06:52:22,137 - Train: 16.77% [209750/1251000] [167.7/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.002799] [CE 5.163 (4.938)] [KD 6.796 (6.585)] +2024-10-12 06:52:29,752 - Train: 16.77% [209800/1251000] [167.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.002799] [CE 4.682 (4.843)] [KD 6.742 (6.467)] +2024-10-12 06:52:37,356 - Train: 16.77% [209850/1251000] [167.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002799] [CE 4.965 (4.839)] [KD 6.735 (6.430)] +2024-10-12 06:52:45,033 - Train: 16.78% [209900/1251000] [167.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.002798] [CE 5.112 (4.839)] [KD 6.239 (6.390)] +2024-10-12 06:52:52,615 - Train: 16.78% [209950/1251000] [167.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002798] [CE 4.966 (4.809)] [KD 6.346 (6.449)] +2024-10-12 06:53:00,338 - Train: 16.79% [210000/1251000] [167.9/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.002798] [CE 5.236 (4.843)] [KD 6.618 (6.451)] +2024-10-12 06:53:08,007 - Train: 16.79% [210050/1251000] [167.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.002798] [CE 4.950 (4.849)] [KD 6.378 (6.433)] +2024-10-12 06:53:15,791 - Train: 16.79% [210100/1251000] [167.9/1000.0] [batch_t 0.144 (0.156)] [data_t 0.006] [optim_t 0.139] [lr 0.002798] [CE 4.846 (4.853)] [KD 6.547 (6.384)] +2024-10-12 06:53:23,261 - Train: 16.80% [210150/1251000] [168.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002798] [CE 4.988 (4.886)] [KD 6.446 (6.398)] +2024-10-12 06:53:25,961 - ==> Total time: 9:06:17 Eta: 1 day, 21:05:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 06:53:32,584 - Train: 16.80% [210200/1251000] [168.0/1000.0] [batch_t 0.149 (0.164)] [data_t 0.006] [optim_t 0.143] [lr 0.002798] [CE 4.751 (4.843)] [KD 6.518 (6.422)] +2024-10-12 06:53:40,171 - Train: 16.81% [210250/1251000] [168.1/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002798] [CE 4.188 (4.753)] [KD 5.880 (6.320)] +2024-10-12 06:53:47,980 - Train: 16.81% [210300/1251000] [168.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.002798] [CE 5.320 (4.888)] [KD 6.582 (6.433)] +2024-10-12 06:53:55,539 - Train: 16.81% [210350/1251000] [168.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002798] [CE 5.132 (4.802)] [KD 6.700 (6.376)] +2024-10-12 06:54:03,114 - Train: 16.82% [210400/1251000] [168.2/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.002797] [CE 4.992 (4.885)] [KD 6.501 (6.453)] +2024-10-12 06:54:10,662 - Train: 16.82% [210450/1251000] [168.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002797] [CE 4.694 (4.835)] [KD 6.643 (6.409)] +2024-10-12 06:54:18,095 - Train: 16.83% [210500/1251000] [168.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002797] [CE 4.412 (4.843)] [KD 6.408 (6.478)] +2024-10-12 06:54:25,773 - Train: 16.83% [210550/1251000] [168.3/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.002797] [CE 4.424 (4.833)] [KD 6.466 (6.436)] +2024-10-12 06:54:33,552 - Train: 16.83% [210600/1251000] [168.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.002797] [CE 4.874 (4.813)] [KD 6.409 (6.327)] +2024-10-12 06:54:40,972 - Train: 16.84% [210650/1251000] [168.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002797] [CE 4.908 (4.837)] [KD 6.318 (6.267)] +2024-10-12 06:54:48,867 - Train: 16.84% [210700/1251000] [168.4/1000.0] [batch_t 0.147 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.002797] [CE 4.706 (4.795)] [KD 6.203 (6.361)] +2024-10-12 06:54:56,290 - Train: 16.85% [210750/1251000] [168.5/1000.0] [batch_t 0.158 (0.148)] [data_t 0.005] [optim_t 0.153] [lr 0.002797] [CE 5.319 (4.845)] [KD 6.894 (6.315)] +2024-10-12 06:55:03,894 - Train: 16.85% [210800/1251000] [168.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002797] [CE 5.276 (4.886)] [KD 6.277 (6.492)] +2024-10-12 06:55:11,471 - Train: 16.85% [210850/1251000] [168.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002797] [CE 5.166 (4.786)] [KD 6.885 (6.378)] +2024-10-12 06:55:18,960 - Train: 16.86% [210900/1251000] [168.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002797] [CE 4.951 (4.882)] [KD 6.287 (6.473)] +2024-10-12 06:55:26,555 - Train: 16.86% [210950/1251000] [168.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.002796] [CE 5.388 (4.777)] [KD 6.672 (6.368)] +2024-10-12 06:55:34,356 - Train: 16.87% [211000/1251000] [168.7/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.002796] [CE 4.944 (4.844)] [KD 6.286 (6.414)] +2024-10-12 06:55:41,876 - Train: 16.87% [211050/1251000] [168.7/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.002796] [CE 4.924 (4.772)] [KD 6.432 (6.344)] +2024-10-12 06:55:49,433 - Train: 16.87% [211100/1251000] [168.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002796] [CE 4.945 (4.830)] [KD 6.547 (6.333)] +2024-10-12 06:55:57,085 - Train: 16.88% [211150/1251000] [168.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002796] [CE 4.652 (4.814)] [KD 6.511 (6.434)] +2024-10-12 06:56:04,585 - Train: 16.88% [211200/1251000] [168.8/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002796] [CE 4.813 (4.849)] [KD 6.271 (6.433)] +2024-10-12 06:56:12,067 - Train: 16.89% [211250/1251000] [168.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.007] [optim_t 0.141] [lr 0.002796] [CE 5.031 (4.855)] [KD 6.358 (6.391)] +2024-10-12 06:56:19,581 - Train: 16.89% [211300/1251000] [168.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002796] [CE 4.978 (4.807)] [KD 6.425 (6.421)] +2024-10-12 06:56:27,246 - Train: 16.89% [211350/1251000] [168.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002796] [CE 5.132 (4.909)] [KD 6.528 (6.445)] +2024-10-12 06:56:34,874 - Train: 16.90% [211400/1251000] [169.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002796] [CE 4.484 (4.863)] [KD 5.982 (6.449)] +2024-10-12 06:56:37,804 - ==> Total time: 9:09:28 Eta: 1 day, 21:01:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 06:56:44,289 - Train: 16.90% [211450/1251000] [169.0/1000.0] [batch_t 0.147 (0.166)] [data_t 0.005] [optim_t 0.142] [lr 0.002796] [CE 5.206 (4.882)] [KD 6.052 (6.413)] +2024-10-12 06:56:52,001 - Train: 16.91% [211500/1251000] [169.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002795] [CE 5.200 (4.850)] [KD 6.546 (6.312)] +2024-10-12 06:56:59,485 - Train: 16.91% [211550/1251000] [169.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002795] [CE 4.833 (4.869)] [KD 6.254 (6.416)] +2024-10-12 06:57:06,971 - Train: 16.91% [211600/1251000] [169.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002795] [CE 5.119 (4.819)] [KD 6.530 (6.351)] +2024-10-12 06:57:14,619 - Train: 16.92% [211650/1251000] [169.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002795] [CE 4.688 (4.888)] [KD 6.533 (6.404)] +2024-10-12 06:57:22,550 - Train: 16.92% [211700/1251000] [169.2/1000.0] [batch_t 0.147 (0.159)] [data_t 0.004] [optim_t 0.143] [lr 0.002795] [CE 4.583 (4.841)] [KD 6.432 (6.423)] +2024-10-12 06:57:30,142 - Train: 16.93% [211750/1251000] [169.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002795] [CE 4.957 (4.843)] [KD 6.419 (6.378)] +2024-10-12 06:57:37,829 - Train: 16.93% [211800/1251000] [169.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.002795] [CE 4.779 (4.835)] [KD 6.978 (6.428)] +2024-10-12 06:57:45,259 - Train: 16.93% [211850/1251000] [169.3/1000.0] [batch_t 0.156 (0.149)] [data_t 0.003] [optim_t 0.153] [lr 0.002795] [CE 5.205 (4.857)] [KD 6.383 (6.358)] +2024-10-12 06:57:52,639 - Train: 16.94% [211900/1251000] [169.4/1000.0] [batch_t 0.152 (0.147)] [data_t 0.004] [optim_t 0.148] [lr 0.002795] [CE 4.947 (4.861)] [KD 6.164 (6.401)] +2024-10-12 06:58:00,274 - Train: 16.94% [211950/1251000] [169.4/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002795] [CE 5.282 (4.795)] [KD 6.536 (6.367)] +2024-10-12 06:58:07,818 - Train: 16.95% [212000/1251000] [169.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.002794] [CE 5.054 (4.837)] [KD 6.633 (6.440)] +2024-10-12 06:58:15,377 - Train: 16.95% [212050/1251000] [169.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002794] [CE 4.986 (4.845)] [KD 6.686 (6.444)] +2024-10-12 06:58:22,914 - Train: 16.95% [212100/1251000] [169.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.002794] [CE 5.334 (4.802)] [KD 6.591 (6.288)] +2024-10-12 06:58:30,373 - Train: 16.96% [212150/1251000] [169.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.002794] [CE 5.132 (4.876)] [KD 6.273 (6.450)] +2024-10-12 06:58:37,879 - Train: 16.96% [212200/1251000] [169.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002794] [CE 4.749 (4.896)] [KD 6.343 (6.411)] +2024-10-12 06:58:45,372 - Train: 16.97% [212250/1251000] [169.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002794] [CE 4.713 (4.864)] [KD 6.462 (6.373)] +2024-10-12 06:58:52,856 - Train: 16.97% [212300/1251000] [169.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002794] [CE 4.731 (4.812)] [KD 6.442 (6.459)] +2024-10-12 06:59:00,396 - Train: 16.97% [212350/1251000] [169.7/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.002794] [CE 4.452 (4.891)] [KD 6.098 (6.459)] +2024-10-12 06:59:07,997 - Train: 16.98% [212400/1251000] [169.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002794] [CE 5.322 (4.883)] [KD 6.570 (6.444)] +2024-10-12 06:59:15,446 - Train: 16.98% [212450/1251000] [169.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002794] [CE 4.992 (4.896)] [KD 6.238 (6.368)] +2024-10-12 06:59:22,921 - Train: 16.99% [212500/1251000] [169.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002794] [CE 4.947 (4.885)] [KD 6.194 (6.396)] +2024-10-12 06:59:30,788 - Train: 16.99% [212550/1251000] [169.9/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.002793] [CE 4.907 (4.858)] [KD 6.341 (6.459)] +2024-10-12 06:59:38,555 - Train: 16.99% [212600/1251000] [169.9/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.002793] [CE 4.379 (4.823)] [KD 6.317 (6.449)] +2024-10-12 06:59:46,026 - Train: 17.00% [212650/1251000] [170.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002793] [CE 5.285 (4.888)] [KD 6.668 (6.408)] +2024-10-12 06:59:54,457 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 30363] [top5_cnt 41899] [top_all 50000] +2024-10-12 06:59:54,458 - net: 60.726 (83.798) +2024-10-12 07:00:00,858 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.110)] [top1_cnt 34018] [top5_cnt 44090] [top_all 50000] +2024-10-12 07:00:00,858 - net_E: 68.036 (88.180) +2024-10-12 07:00:00,976 - Max [top1: 60.726 (epoch: 170)] [top1-ema: 68.036 (epoch: 170)] +2024-10-12 07:00:00,976 - ==> Total time: 9:12:52 Eta: 1 day, 20:59:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 07:00:12,261 - Train: 17.00% [212700/1251000] [170.0/1000.0] [batch_t 0.145 (0.168)] [data_t 0.003] [optim_t 0.142] [lr 0.002793] [CE 4.873 (4.771)] [KD 6.211 (6.377)] +2024-10-12 07:00:19,794 - Train: 17.01% [212750/1251000] [170.1/1000.0] [batch_t 0.280 (0.151)] [data_t 0.005] [optim_t 0.275] [lr 0.002793] [CE 4.999 (4.828)] [KD 6.489 (6.367)] +2024-10-12 07:00:27,349 - Train: 17.01% [212800/1251000] [170.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002793] [CE 4.528 (4.808)] [KD 6.307 (6.274)] +2024-10-12 07:00:34,982 - Train: 17.01% [212850/1251000] [170.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002793] [CE 4.523 (4.908)] [KD 6.081 (6.445)] +2024-10-12 07:00:42,718 - Train: 17.02% [212900/1251000] [170.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002793] [CE 4.801 (4.848)] [KD 6.253 (6.385)] +2024-10-12 07:00:50,184 - Train: 17.02% [212950/1251000] [170.2/1000.0] [batch_t 0.153 (0.149)] [data_t 0.006] [optim_t 0.147] [lr 0.002793] [CE 4.893 (4.879)] [KD 6.438 (6.413)] +2024-10-12 07:00:57,973 - Train: 17.03% [213000/1251000] [170.3/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.002793] [CE 4.776 (4.751)] [KD 6.588 (6.306)] +2024-10-12 07:01:05,431 - Train: 17.03% [213050/1251000] [170.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002792] [CE 4.715 (4.800)] [KD 6.251 (6.316)] +2024-10-12 07:01:13,144 - Train: 17.03% [213100/1251000] [170.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002792] [CE 5.156 (4.815)] [KD 6.485 (6.303)] +2024-10-12 07:01:20,755 - Train: 17.04% [213150/1251000] [170.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002792] [CE 4.731 (4.847)] [KD 6.464 (6.416)] +2024-10-12 07:01:28,219 - Train: 17.04% [213200/1251000] [170.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002792] [CE 5.152 (4.879)] [KD 6.409 (6.469)] +2024-10-12 07:01:35,689 - Train: 17.05% [213250/1251000] [170.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002792] [CE 5.107 (4.815)] [KD 6.524 (6.351)] +2024-10-12 07:01:43,261 - Train: 17.05% [213300/1251000] [170.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002792] [CE 4.915 (4.869)] [KD 6.173 (6.439)] +2024-10-12 07:01:50,938 - Train: 17.05% [213350/1251000] [170.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002792] [CE 5.138 (4.790)] [KD 6.441 (6.438)] +2024-10-12 07:01:58,721 - Train: 17.06% [213400/1251000] [170.6/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.002792] [CE 4.666 (4.831)] [KD 6.208 (6.497)] +2024-10-12 07:02:06,441 - Train: 17.06% [213450/1251000] [170.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.002792] [CE 4.912 (4.851)] [KD 6.534 (6.338)] +2024-10-12 07:02:13,874 - Train: 17.07% [213500/1251000] [170.7/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.002792] [CE 5.362 (4.859)] [KD 6.596 (6.451)] +2024-10-12 07:02:21,416 - Train: 17.07% [213550/1251000] [170.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002792] [CE 4.796 (4.872)] [KD 6.319 (6.303)] +2024-10-12 07:02:28,842 - Train: 17.07% [213600/1251000] [170.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002791] [CE 5.529 (4.798)] [KD 6.936 (6.277)] +2024-10-12 07:02:36,444 - Train: 17.08% [213650/1251000] [170.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002791] [CE 5.117 (4.817)] [KD 6.464 (6.390)] +2024-10-12 07:02:44,123 - Train: 17.08% [213700/1251000] [170.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.002791] [CE 4.839 (4.794)] [KD 6.336 (6.362)] +2024-10-12 07:02:51,733 - Train: 17.09% [213750/1251000] [170.9/1000.0] [batch_t 0.159 (0.152)] [data_t 0.005] [optim_t 0.154] [lr 0.002791] [CE 4.652 (4.841)] [KD 6.415 (6.402)] +2024-10-12 07:02:59,237 - Train: 17.09% [213800/1251000] [170.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002791] [CE 5.205 (4.865)] [KD 6.816 (6.410)] +2024-10-12 07:03:07,012 - Train: 17.09% [213850/1251000] [170.9/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.002791] [CE 4.353 (4.810)] [KD 6.183 (6.410)] +2024-10-12 07:03:14,542 - Train: 17.10% [213900/1251000] [171.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002791] [CE 5.009 (4.850)] [KD 6.526 (6.356)] +2024-10-12 07:03:17,562 - ==> Total time: 9:16:08 Eta: 1 day, 20:56:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 07:03:23,627 - Train: 17.10% [213950/1251000] [171.0/1000.0] [batch_t 0.146 (0.162)] [data_t 0.005] [optim_t 0.142] [lr 0.002791] [CE 4.998 (4.865)] [KD 6.778 (6.372)] +2024-10-12 07:03:31,524 - Train: 17.11% [214000/1251000] [171.1/1000.0] [batch_t 0.160 (0.158)] [data_t 0.003] [optim_t 0.157] [lr 0.002791] [CE 4.967 (4.847)] [KD 6.378 (6.257)] +2024-10-12 07:03:39,173 - Train: 17.11% [214050/1251000] [171.1/1000.0] [batch_t 0.287 (0.153)] [data_t 0.004] [optim_t 0.284] [lr 0.002791] [CE 4.904 (4.883)] [KD 6.410 (6.250)] +2024-10-12 07:03:46,721 - Train: 17.11% [214100/1251000] [171.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002790] [CE 4.423 (4.831)] [KD 6.455 (6.506)] +2024-10-12 07:03:54,193 - Train: 17.12% [214150/1251000] [171.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002790] [CE 4.439 (4.805)] [KD 6.335 (6.284)] +2024-10-12 07:04:01,622 - Train: 17.12% [214200/1251000] [171.2/1000.0] [batch_t 0.143 (0.148)] [data_t 0.004] [optim_t 0.139] [lr 0.002790] [CE 5.256 (4.843)] [KD 6.266 (6.325)] +2024-10-12 07:04:09,252 - Train: 17.13% [214250/1251000] [171.3/1000.0] [batch_t 0.295 (0.152)] [data_t 0.004] [optim_t 0.291] [lr 0.002790] [CE 4.901 (4.877)] [KD 6.617 (6.347)] +2024-10-12 07:04:16,802 - Train: 17.13% [214300/1251000] [171.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002790] [CE 5.209 (4.848)] [KD 6.532 (6.341)] +2024-10-12 07:04:24,444 - Train: 17.13% [214350/1251000] [171.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002790] [CE 4.763 (4.864)] [KD 6.445 (6.402)] +2024-10-12 07:04:32,067 - Train: 17.14% [214400/1251000] [171.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002790] [CE 5.152 (4.823)] [KD 6.288 (6.248)] +2024-10-12 07:04:39,772 - Train: 17.14% [214450/1251000] [171.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002790] [CE 4.699 (4.773)] [KD 6.496 (6.351)] +2024-10-12 07:04:47,212 - Train: 17.15% [214500/1251000] [171.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002790] [CE 5.107 (4.842)] [KD 6.712 (6.337)] +2024-10-12 07:04:54,643 - Train: 17.15% [214550/1251000] [171.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002790] [CE 5.203 (4.854)] [KD 6.512 (6.285)] +2024-10-12 07:05:02,061 - Train: 17.15% [214600/1251000] [171.5/1000.0] [batch_t 0.151 (0.148)] [data_t 0.003] [optim_t 0.149] [lr 0.002790] [CE 4.929 (4.865)] [KD 6.023 (6.406)] +2024-10-12 07:05:09,816 - Train: 17.16% [214650/1251000] [171.6/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002789] [CE 4.601 (4.878)] [KD 6.374 (6.478)] +2024-10-12 07:05:17,609 - Train: 17.16% [214700/1251000] [171.6/1000.0] [batch_t 0.145 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.002789] [CE 5.077 (4.872)] [KD 6.425 (6.368)] +2024-10-12 07:05:25,022 - Train: 17.17% [214750/1251000] [171.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002789] [CE 5.055 (4.890)] [KD 6.363 (6.503)] +2024-10-12 07:05:32,448 - Train: 17.17% [214800/1251000] [171.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002789] [CE 4.689 (4.860)] [KD 6.413 (6.390)] +2024-10-12 07:05:40,107 - Train: 17.17% [214850/1251000] [171.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.002789] [CE 4.902 (4.880)] [KD 6.456 (6.531)] +2024-10-12 07:05:47,520 - Train: 17.18% [214900/1251000] [171.8/1000.0] [batch_t 0.153 (0.148)] [data_t 0.004] [optim_t 0.149] [lr 0.002789] [CE 4.941 (4.818)] [KD 6.769 (6.409)] +2024-10-12 07:05:55,158 - Train: 17.18% [214950/1251000] [171.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002789] [CE 4.554 (4.870)] [KD 6.120 (6.389)] +2024-10-12 07:06:02,608 - Train: 17.19% [215000/1251000] [171.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002789] [CE 4.625 (4.873)] [KD 6.007 (6.291)] +2024-10-12 07:06:10,203 - Train: 17.19% [215050/1251000] [171.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002789] [CE 4.805 (4.851)] [KD 6.411 (6.361)] +2024-10-12 07:06:17,890 - Train: 17.19% [215100/1251000] [171.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002789] [CE 4.560 (4.811)] [KD 6.355 (6.321)] +2024-10-12 07:06:25,466 - Train: 17.20% [215150/1251000] [172.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002788] [CE 5.121 (4.905)] [KD 6.708 (6.509)] +2024-10-12 07:06:28,739 - ==> Total time: 9:19:19 Eta: 1 day, 20:52:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 07:06:34,575 - Train: 17.20% [215200/1251000] [172.0/1000.0] [batch_t 0.146 (0.162)] [data_t 0.003] [optim_t 0.143] [lr 0.002788] [CE 4.961 (4.918)] [KD 6.365 (6.501)] +2024-10-12 07:06:42,257 - Train: 17.21% [215250/1251000] [172.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.002788] [CE 4.995 (4.827)] [KD 6.425 (6.350)] +2024-10-12 07:06:49,676 - Train: 17.21% [215300/1251000] [172.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002788] [CE 4.498 (4.840)] [KD 6.409 (6.303)] +2024-10-12 07:06:57,248 - Train: 17.21% [215350/1251000] [172.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002788] [CE 5.010 (4.763)] [KD 6.181 (6.421)] +2024-10-12 07:07:04,842 - Train: 17.22% [215400/1251000] [172.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002788] [CE 4.462 (4.820)] [KD 6.125 (6.399)] +2024-10-12 07:07:12,375 - Train: 17.22% [215450/1251000] [172.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002788] [CE 5.038 (4.718)] [KD 6.321 (6.355)] +2024-10-12 07:07:19,927 - Train: 17.23% [215500/1251000] [172.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002788] [CE 4.557 (4.780)] [KD 6.172 (6.246)] +2024-10-12 07:07:27,347 - Train: 17.23% [215550/1251000] [172.3/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.002788] [CE 4.952 (4.862)] [KD 6.221 (6.365)] +2024-10-12 07:07:34,898 - Train: 17.23% [215600/1251000] [172.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002788] [CE 4.698 (4.882)] [KD 6.256 (6.447)] +2024-10-12 07:07:42,526 - Train: 17.24% [215650/1251000] [172.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.002788] [CE 4.648 (4.829)] [KD 6.216 (6.414)] +2024-10-12 07:07:50,218 - Train: 17.24% [215700/1251000] [172.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.006] [optim_t 0.147] [lr 0.002787] [CE 4.618 (4.828)] [KD 6.269 (6.334)] +2024-10-12 07:07:57,584 - Train: 17.25% [215750/1251000] [172.5/1000.0] [batch_t 0.154 (0.147)] [data_t 0.004] [optim_t 0.150] [lr 0.002787] [CE 4.626 (4.799)] [KD 6.601 (6.365)] +2024-10-12 07:08:05,206 - Train: 17.25% [215800/1251000] [172.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002787] [CE 5.196 (4.820)] [KD 6.164 (6.318)] +2024-10-12 07:08:12,722 - Train: 17.25% [215850/1251000] [172.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002787] [CE 5.372 (4.844)] [KD 6.737 (6.335)] +2024-10-12 07:08:20,359 - Train: 17.26% [215900/1251000] [172.6/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.002787] [CE 5.257 (4.916)] [KD 6.795 (6.431)] +2024-10-12 07:08:27,992 - Train: 17.26% [215950/1251000] [172.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002787] [CE 5.160 (4.907)] [KD 6.389 (6.505)] +2024-10-12 07:08:35,481 - Train: 17.27% [216000/1251000] [172.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002787] [CE 4.269 (4.796)] [KD 6.205 (6.311)] +2024-10-12 07:08:42,898 - Train: 17.27% [216050/1251000] [172.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.002787] [CE 4.690 (4.828)] [KD 6.259 (6.388)] +2024-10-12 07:08:50,533 - Train: 17.27% [216100/1251000] [172.7/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.002787] [CE 5.084 (4.773)] [KD 6.539 (6.387)] +2024-10-12 07:08:57,983 - Train: 17.28% [216150/1251000] [172.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002787] [CE 4.650 (4.877)] [KD 6.258 (6.442)] +2024-10-12 07:09:05,725 - Train: 17.28% [216200/1251000] [172.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.002786] [CE 4.811 (4.834)] [KD 6.610 (6.384)] +2024-10-12 07:09:13,388 - Train: 17.29% [216250/1251000] [172.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002786] [CE 4.403 (4.833)] [KD 6.602 (6.458)] +2024-10-12 07:09:20,905 - Train: 17.29% [216300/1251000] [172.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002786] [CE 4.924 (4.775)] [KD 6.033 (6.302)] +2024-10-12 07:09:28,295 - Train: 17.29% [216350/1251000] [172.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002786] [CE 4.485 (4.884)] [KD 6.316 (6.459)] +2024-10-12 07:09:35,754 - Train: 17.30% [216400/1251000] [173.0/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.002786] [CE 5.207 (4.880)] [KD 6.614 (6.506)] +2024-10-12 07:09:39,055 - ==> Total time: 9:22:30 Eta: 1 day, 20:48:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 07:09:45,154 - Train: 17.30% [216450/1251000] [173.0/1000.0] [batch_t 0.162 (0.171)] [data_t 0.005] [optim_t 0.158] [lr 0.002786] [CE 4.967 (4.836)] [KD 6.432 (6.285)] +2024-10-12 07:09:52,793 - Train: 17.31% [216500/1251000] [173.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.002786] [CE 5.006 (4.888)] [KD 6.409 (6.414)] +2024-10-12 07:10:00,421 - Train: 17.31% [216550/1251000] [173.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002786] [CE 4.714 (4.824)] [KD 6.341 (6.291)] +2024-10-12 07:10:08,047 - Train: 17.31% [216600/1251000] [173.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.002786] [CE 4.952 (4.836)] [KD 5.872 (6.291)] +2024-10-12 07:10:15,768 - Train: 17.32% [216650/1251000] [173.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002786] [CE 4.221 (4.775)] [KD 6.256 (6.262)] +2024-10-12 07:10:23,162 - Train: 17.32% [216700/1251000] [173.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002785] [CE 4.925 (4.818)] [KD 6.249 (6.308)] +2024-10-12 07:10:30,548 - Train: 17.33% [216750/1251000] [173.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002785] [CE 4.472 (4.816)] [KD 6.193 (6.354)] +2024-10-12 07:10:38,062 - Train: 17.33% [216800/1251000] [173.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.007] [optim_t 0.141] [lr 0.002785] [CE 4.957 (4.878)] [KD 6.442 (6.415)] +2024-10-12 07:10:45,717 - Train: 17.33% [216850/1251000] [173.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.002785] [CE 4.835 (4.817)] [KD 6.677 (6.423)] +2024-10-12 07:10:53,108 - Train: 17.34% [216900/1251000] [173.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.002785] [CE 5.221 (4.848)] [KD 6.248 (6.360)] +2024-10-12 07:11:00,956 - Train: 17.34% [216950/1251000] [173.4/1000.0] [batch_t 0.156 (0.157)] [data_t 0.007] [optim_t 0.150] [lr 0.002785] [CE 4.844 (4.842)] [KD 6.170 (6.374)] +2024-10-12 07:11:08,611 - Train: 17.35% [217000/1251000] [173.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002785] [CE 4.988 (4.810)] [KD 6.420 (6.378)] +2024-10-12 07:11:16,417 - Train: 17.35% [217050/1251000] [173.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.006] [optim_t 0.143] [lr 0.002785] [CE 4.919 (4.851)] [KD 6.482 (6.319)] +2024-10-12 07:11:23,867 - Train: 17.35% [217100/1251000] [173.5/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.002785] [CE 4.993 (4.766)] [KD 6.308 (6.293)] +2024-10-12 07:11:31,435 - Train: 17.36% [217150/1251000] [173.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002785] [CE 4.402 (4.841)] [KD 6.234 (6.300)] +2024-10-12 07:11:38,926 - Train: 17.36% [217200/1251000] [173.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002785] [CE 5.500 (4.883)] [KD 6.699 (6.303)] +2024-10-12 07:11:46,483 - Train: 17.37% [217250/1251000] [173.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002784] [CE 4.704 (4.838)] [KD 6.453 (6.371)] +2024-10-12 07:11:54,213 - Train: 17.37% [217300/1251000] [173.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002784] [CE 4.505 (4.885)] [KD 6.319 (6.414)] +2024-10-12 07:12:02,038 - Train: 17.37% [217350/1251000] [173.7/1000.0] [batch_t 0.156 (0.156)] [data_t 0.005] [optim_t 0.151] [lr 0.002784] [CE 4.496 (4.860)] [KD 6.346 (6.528)] +2024-10-12 07:12:09,659 - Train: 17.38% [217400/1251000] [173.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.007] [optim_t 0.145] [lr 0.002784] [CE 4.732 (4.828)] [KD 6.480 (6.437)] +2024-10-12 07:12:17,250 - Train: 17.38% [217450/1251000] [173.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002784] [CE 4.750 (4.872)] [KD 6.087 (6.419)] +2024-10-12 07:12:24,865 - Train: 17.39% [217500/1251000] [173.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002784] [CE 4.806 (4.865)] [KD 6.511 (6.396)] +2024-10-12 07:12:32,391 - Train: 17.39% [217550/1251000] [173.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002784] [CE 4.590 (4.807)] [KD 6.174 (6.329)] +2024-10-12 07:12:39,873 - Train: 17.39% [217600/1251000] [173.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.002784] [CE 5.311 (4.852)] [KD 6.583 (6.386)] +2024-10-12 07:12:47,424 - Train: 17.40% [217650/1251000] [174.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002784] [CE 4.706 (4.845)] [KD 6.283 (6.417)] +2024-10-12 07:12:50,886 - ==> Total time: 9:25:41 Eta: 1 day, 20:45:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 07:12:57,052 - Train: 17.40% [217700/1251000] [174.0/1000.0] [batch_t 0.149 (0.180)] [data_t 0.005] [optim_t 0.144] [lr 0.002784] [CE 4.670 (4.864)] [KD 6.287 (6.359)] +2024-10-12 07:13:04,511 - Train: 17.41% [217750/1251000] [174.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002783] [CE 4.598 (4.778)] [KD 6.153 (6.388)] +2024-10-12 07:13:12,329 - Train: 17.41% [217800/1251000] [174.1/1000.0] [batch_t 0.144 (0.156)] [data_t 0.004] [optim_t 0.140] [lr 0.002783] [CE 5.143 (4.892)] [KD 6.662 (6.436)] +2024-10-12 07:13:19,904 - Train: 17.41% [217850/1251000] [174.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002783] [CE 5.067 (4.885)] [KD 6.334 (6.381)] +2024-10-12 07:13:27,433 - Train: 17.42% [217900/1251000] [174.2/1000.0] [batch_t 0.274 (0.150)] [data_t 0.003] [optim_t 0.271] [lr 0.002783] [CE 5.060 (4.793)] [KD 6.156 (6.287)] +2024-10-12 07:13:34,983 - Train: 17.42% [217950/1251000] [174.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002783] [CE 5.148 (4.824)] [KD 6.416 (6.410)] +2024-10-12 07:13:42,501 - Train: 17.43% [218000/1251000] [174.3/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.002783] [CE 4.802 (4.816)] [KD 6.540 (6.364)] +2024-10-12 07:13:49,959 - Train: 17.43% [218050/1251000] [174.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002783] [CE 4.964 (4.880)] [KD 6.133 (6.374)] +2024-10-12 07:13:57,443 - Train: 17.43% [218100/1251000] [174.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.002783] [CE 4.950 (4.813)] [KD 6.453 (6.358)] +2024-10-12 07:14:04,992 - Train: 17.44% [218150/1251000] [174.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002783] [CE 4.874 (4.783)] [KD 6.362 (6.330)] +2024-10-12 07:14:12,631 - Train: 17.44% [218200/1251000] [174.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002783] [CE 4.665 (4.859)] [KD 6.634 (6.352)] +2024-10-12 07:14:20,531 - Train: 17.45% [218250/1251000] [174.5/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.002782] [CE 4.709 (4.869)] [KD 6.010 (6.317)] +2024-10-12 07:14:27,992 - Train: 17.45% [218300/1251000] [174.5/1000.0] [batch_t 0.160 (0.149)] [data_t 0.009] [optim_t 0.151] [lr 0.002782] [CE 4.945 (4.864)] [KD 6.395 (6.423)] +2024-10-12 07:14:35,552 - Train: 17.45% [218350/1251000] [174.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002782] [CE 4.990 (4.799)] [KD 6.641 (6.332)] +2024-10-12 07:14:42,964 - Train: 17.46% [218400/1251000] [174.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.002782] [CE 5.067 (4.852)] [KD 6.659 (6.406)] +2024-10-12 07:14:50,372 - Train: 17.46% [218450/1251000] [174.6/1000.0] [batch_t 0.143 (0.148)] [data_t 0.003] [optim_t 0.140] [lr 0.002782] [CE 4.920 (4.889)] [KD 6.252 (6.353)] +2024-10-12 07:14:57,954 - Train: 17.47% [218500/1251000] [174.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002782] [CE 4.332 (4.849)] [KD 6.542 (6.364)] +2024-10-12 07:15:05,710 - Train: 17.47% [218550/1251000] [174.7/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.002782] [CE 4.744 (4.847)] [KD 6.495 (6.445)] +2024-10-12 07:15:13,154 - Train: 17.47% [218600/1251000] [174.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002782] [CE 4.308 (4.743)] [KD 6.205 (6.301)] +2024-10-12 07:15:21,078 - Train: 17.48% [218650/1251000] [174.8/1000.0] [batch_t 0.145 (0.158)] [data_t 0.005] [optim_t 0.140] [lr 0.002782] [CE 4.731 (4.841)] [KD 6.560 (6.305)] +2024-10-12 07:15:28,468 - Train: 17.48% [218700/1251000] [174.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002782] [CE 5.121 (4.828)] [KD 6.584 (6.413)] +2024-10-12 07:15:35,977 - Train: 17.49% [218750/1251000] [174.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002782] [CE 4.597 (4.897)] [KD 5.994 (6.446)] +2024-10-12 07:15:43,343 - Train: 17.49% [218800/1251000] [174.9/1000.0] [batch_t 0.147 (0.147)] [data_t 0.006] [optim_t 0.141] [lr 0.002781] [CE 4.745 (4.818)] [KD 6.117 (6.355)] +2024-10-12 07:15:50,874 - Train: 17.49% [218850/1251000] [174.9/1000.0] [batch_t 0.143 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.002781] [CE 4.833 (4.821)] [KD 6.657 (6.319)] +2024-10-12 07:15:58,317 - Train: 17.50% [218900/1251000] [175.0/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002781] [CE 5.181 (4.883)] [KD 6.349 (6.286)] +2024-10-12 07:16:07,688 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 28662] [top5_cnt 40426] [top_all 50000] +2024-10-12 07:16:07,688 - net: 57.324 (80.852) +2024-10-12 07:16:13,491 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 34046] [top5_cnt 44120] [top_all 50000] +2024-10-12 07:16:13,491 - net_E: 68.092 (88.240) +2024-10-12 07:16:13,599 - Max [top1: 60.726 (epoch: 170)] [top1-ema: 68.092 (epoch: 175)] +2024-10-12 07:16:13,599 - ==> Total time: 9:29:04 Eta: 1 day, 20:42:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 07:16:19,922 - Train: 17.50% [218950/1251000] [175.0/1000.0] [batch_t 0.145 (0.165)] [data_t 0.004] [optim_t 0.142] [lr 0.002781] [CE 4.954 (4.763)] [KD 6.589 (6.275)] +2024-10-12 07:16:27,311 - Train: 17.51% [219000/1251000] [175.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002781] [CE 4.830 (4.804)] [KD 6.535 (6.329)] +2024-10-12 07:16:35,147 - Train: 17.51% [219050/1251000] [175.1/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.002781] [CE 4.529 (4.827)] [KD 6.237 (6.282)] +2024-10-12 07:16:42,834 - Train: 17.51% [219100/1251000] [175.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.002781] [CE 4.838 (4.905)] [KD 6.275 (6.361)] +2024-10-12 07:16:50,240 - Train: 17.52% [219150/1251000] [175.2/1000.0] [batch_t 0.150 (0.148)] [data_t 0.003] [optim_t 0.148] [lr 0.002781] [CE 4.695 (4.853)] [KD 6.383 (6.264)] +2024-10-12 07:16:57,750 - Train: 17.52% [219200/1251000] [175.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002781] [CE 4.501 (4.826)] [KD 5.947 (6.334)] +2024-10-12 07:17:05,209 - Train: 17.53% [219250/1251000] [175.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002781] [CE 4.905 (4.846)] [KD 6.340 (6.339)] +2024-10-12 07:17:12,630 - Train: 17.53% [219300/1251000] [175.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.002780] [CE 5.001 (4.808)] [KD 6.728 (6.326)] +2024-10-12 07:17:20,706 - Train: 17.53% [219350/1251000] [175.3/1000.0] [batch_t 0.144 (0.161)] [data_t 0.005] [optim_t 0.140] [lr 0.002780] [CE 4.912 (4.872)] [KD 6.130 (6.380)] +2024-10-12 07:17:28,249 - Train: 17.54% [219400/1251000] [175.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002780] [CE 5.258 (4.810)] [KD 6.442 (6.276)] +2024-10-12 07:17:35,805 - Train: 17.54% [219450/1251000] [175.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002780] [CE 4.748 (4.688)] [KD 6.605 (6.432)] +2024-10-12 07:17:43,346 - Train: 17.55% [219500/1251000] [175.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002780] [CE 4.975 (4.855)] [KD 6.591 (6.457)] +2024-10-12 07:17:50,788 - Train: 17.55% [219550/1251000] [175.5/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.002780] [CE 4.473 (4.826)] [KD 6.279 (6.296)] +2024-10-12 07:17:58,316 - Train: 17.55% [219600/1251000] [175.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002780] [CE 5.195 (4.817)] [KD 6.686 (6.353)] +2024-10-12 07:18:05,943 - Train: 17.56% [219650/1251000] [175.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002780] [CE 4.769 (4.873)] [KD 6.379 (6.440)] +2024-10-12 07:18:13,492 - Train: 17.56% [219700/1251000] [175.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002780] [CE 4.628 (4.904)] [KD 6.637 (6.399)] +2024-10-12 07:18:21,019 - Train: 17.57% [219750/1251000] [175.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002780] [CE 4.805 (4.865)] [KD 6.667 (6.441)] +2024-10-12 07:18:28,612 - Train: 17.57% [219800/1251000] [175.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002779] [CE 5.108 (4.830)] [KD 6.506 (6.425)] +2024-10-12 07:18:35,995 - Train: 17.57% [219850/1251000] [175.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002779] [CE 5.109 (4.883)] [KD 6.477 (6.425)] +2024-10-12 07:18:43,587 - Train: 17.58% [219900/1251000] [175.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.002779] [CE 4.910 (4.806)] [KD 6.372 (6.367)] +2024-10-12 07:18:51,319 - Train: 17.58% [219950/1251000] [175.8/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.002779] [CE 4.659 (4.839)] [KD 6.127 (6.381)] +2024-10-12 07:18:58,719 - Train: 17.59% [220000/1251000] [175.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002779] [CE 4.885 (4.798)] [KD 6.314 (6.294)] +2024-10-12 07:19:06,357 - Train: 17.59% [220050/1251000] [175.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002779] [CE 4.847 (4.885)] [KD 6.113 (6.277)] +2024-10-12 07:19:13,786 - Train: 17.59% [220100/1251000] [175.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002779] [CE 4.488 (4.817)] [KD 6.440 (6.379)] +2024-10-12 07:19:21,219 - Train: 17.60% [220150/1251000] [176.0/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.002779] [CE 5.440 (4.793)] [KD 6.218 (6.324)] +2024-10-12 07:19:25,220 - ==> Total time: 9:32:16 Eta: 1 day, 20:39:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 07:19:30,886 - Train: 17.60% [220200/1251000] [176.0/1000.0] [batch_t 0.153 (0.178)] [data_t 0.004] [optim_t 0.149] [lr 0.002779] [CE 4.808 (4.720)] [KD 6.133 (6.291)] +2024-10-12 07:19:38,748 - Train: 17.61% [220250/1251000] [176.1/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.002779] [CE 5.000 (4.869)] [KD 6.357 (6.301)] +2024-10-12 07:19:46,296 - Train: 17.61% [220300/1251000] [176.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002778] [CE 5.177 (4.773)] [KD 6.211 (6.317)] +2024-10-12 07:19:53,763 - Train: 17.61% [220350/1251000] [176.1/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002778] [CE 5.200 (4.860)] [KD 6.398 (6.312)] +2024-10-12 07:20:01,243 - Train: 17.62% [220400/1251000] [176.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002778] [CE 4.382 (4.813)] [KD 5.725 (6.270)] +2024-10-12 07:20:08,813 - Train: 17.62% [220450/1251000] [176.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002778] [CE 4.973 (4.865)] [KD 6.675 (6.283)] +2024-10-12 07:20:16,309 - Train: 17.63% [220500/1251000] [176.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002778] [CE 4.890 (4.796)] [KD 6.492 (6.289)] +2024-10-12 07:20:23,835 - Train: 17.63% [220550/1251000] [176.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002778] [CE 4.495 (4.855)] [KD 6.078 (6.398)] +2024-10-12 07:20:31,522 - Train: 17.63% [220600/1251000] [176.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.002778] [CE 5.093 (4.801)] [KD 6.629 (6.359)] +2024-10-12 07:20:39,223 - Train: 17.64% [220650/1251000] [176.4/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.002778] [CE 4.750 (4.818)] [KD 6.417 (6.360)] +2024-10-12 07:20:46,772 - Train: 17.64% [220700/1251000] [176.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002778] [CE 4.797 (4.832)] [KD 6.475 (6.398)] +2024-10-12 07:20:54,197 - Train: 17.65% [220750/1251000] [176.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002778] [CE 4.976 (4.864)] [KD 6.312 (6.392)] +2024-10-12 07:21:01,829 - Train: 17.65% [220800/1251000] [176.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002778] [CE 4.805 (4.754)] [KD 6.374 (6.296)] +2024-10-12 07:21:09,371 - Train: 17.65% [220850/1251000] [176.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002777] [CE 4.869 (4.878)] [KD 6.616 (6.396)] +2024-10-12 07:21:16,885 - Train: 17.66% [220900/1251000] [176.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002777] [CE 5.061 (4.904)] [KD 6.484 (6.495)] +2024-10-12 07:21:24,273 - Train: 17.66% [220950/1251000] [176.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002777] [CE 4.431 (4.847)] [KD 5.888 (6.445)] +2024-10-12 07:21:31,781 - Train: 17.67% [221000/1251000] [176.7/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.002777] [CE 4.696 (4.826)] [KD 5.978 (6.421)] +2024-10-12 07:21:39,397 - Train: 17.67% [221050/1251000] [176.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002777] [CE 4.513 (4.795)] [KD 6.032 (6.296)] +2024-10-12 07:21:47,005 - Train: 17.67% [221100/1251000] [176.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002777] [CE 4.679 (4.825)] [KD 6.573 (6.367)] +2024-10-12 07:21:54,695 - Train: 17.68% [221150/1251000] [176.8/1000.0] [batch_t 0.144 (0.154)] [data_t 0.005] [optim_t 0.139] [lr 0.002777] [CE 5.340 (4.841)] [KD 6.676 (6.447)] +2024-10-12 07:22:02,104 - Train: 17.68% [221200/1251000] [176.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002777] [CE 4.983 (4.823)] [KD 6.486 (6.418)] +2024-10-12 07:22:09,596 - Train: 17.69% [221250/1251000] [176.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002777] [CE 4.449 (4.883)] [KD 6.494 (6.370)] +2024-10-12 07:22:17,267 - Train: 17.69% [221300/1251000] [176.9/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.002777] [CE 4.669 (4.826)] [KD 6.336 (6.444)] +2024-10-12 07:22:25,006 - Train: 17.69% [221350/1251000] [176.9/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.002776] [CE 4.468 (4.870)] [KD 6.147 (6.346)] +2024-10-12 07:22:32,724 - Train: 17.70% [221400/1251000] [177.0/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002776] [CE 5.053 (4.823)] [KD 6.356 (6.306)] +2024-10-12 07:22:36,629 - ==> Total time: 9:35:27 Eta: 1 day, 20:35:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 07:22:42,219 - Train: 17.70% [221450/1251000] [177.0/1000.0] [batch_t 0.148 (0.176)] [data_t 0.005] [optim_t 0.142] [lr 0.002776] [CE 4.613 (4.823)] [KD 6.140 (6.316)] +2024-10-12 07:22:49,896 - Train: 17.71% [221500/1251000] [177.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.002776] [CE 4.896 (4.768)] [KD 6.221 (6.229)] +2024-10-12 07:22:57,428 - Train: 17.71% [221550/1251000] [177.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002776] [CE 4.962 (4.782)] [KD 6.434 (6.233)] +2024-10-12 07:23:04,871 - Train: 17.71% [221600/1251000] [177.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002776] [CE 4.923 (4.800)] [KD 6.231 (6.264)] +2024-10-12 07:23:12,443 - Train: 17.72% [221650/1251000] [177.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002776] [CE 4.332 (4.838)] [KD 6.295 (6.353)] +2024-10-12 07:23:20,112 - Train: 17.72% [221700/1251000] [177.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002776] [CE 4.565 (4.886)] [KD 6.138 (6.339)] +2024-10-12 07:23:27,660 - Train: 17.73% [221750/1251000] [177.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002776] [CE 5.075 (4.960)] [KD 6.267 (6.349)] +2024-10-12 07:23:35,144 - Train: 17.73% [221800/1251000] [177.3/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.002776] [CE 4.203 (4.821)] [KD 5.770 (6.344)] +2024-10-12 07:23:42,580 - Train: 17.73% [221850/1251000] [177.3/1000.0] [batch_t 0.155 (0.149)] [data_t 0.003] [optim_t 0.152] [lr 0.002775] [CE 4.665 (4.778)] [KD 6.031 (6.292)] +2024-10-12 07:23:50,266 - Train: 17.74% [221900/1251000] [177.4/1000.0] [batch_t 0.144 (0.154)] [data_t 0.006] [optim_t 0.139] [lr 0.002775] [CE 4.946 (4.837)] [KD 6.456 (6.327)] +2024-10-12 07:23:57,788 - Train: 17.74% [221950/1251000] [177.4/1000.0] [batch_t 0.155 (0.150)] [data_t 0.005] [optim_t 0.150] [lr 0.002775] [CE 5.147 (4.775)] [KD 6.766 (6.288)] +2024-10-12 07:24:05,478 - Train: 17.75% [222000/1251000] [177.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.002775] [CE 4.311 (4.849)] [KD 6.150 (6.408)] +2024-10-12 07:24:13,045 - Train: 17.75% [222050/1251000] [177.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002775] [CE 4.829 (4.830)] [KD 6.661 (6.363)] +2024-10-12 07:24:20,465 - Train: 17.75% [222100/1251000] [177.5/1000.0] [batch_t 0.151 (0.148)] [data_t 0.003] [optim_t 0.148] [lr 0.002775] [CE 4.952 (4.782)] [KD 6.151 (6.348)] +2024-10-12 07:24:28,001 - Train: 17.76% [222150/1251000] [177.6/1000.0] [batch_t 0.162 (0.151)] [data_t 0.005] [optim_t 0.158] [lr 0.002775] [CE 5.211 (4.855)] [KD 6.270 (6.399)] +2024-10-12 07:24:35,545 - Train: 17.76% [222200/1251000] [177.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002775] [CE 4.573 (4.805)] [KD 5.979 (6.384)] +2024-10-12 07:24:43,035 - Train: 17.77% [222250/1251000] [177.7/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002775] [CE 4.913 (4.816)] [KD 6.713 (6.412)] +2024-10-12 07:24:50,566 - Train: 17.77% [222300/1251000] [177.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002775] [CE 4.891 (4.849)] [KD 6.389 (6.459)] +2024-10-12 07:24:58,253 - Train: 17.77% [222350/1251000] [177.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002774] [CE 4.461 (4.790)] [KD 6.238 (6.442)] +2024-10-12 07:25:05,844 - Train: 17.78% [222400/1251000] [177.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002774] [CE 4.259 (4.830)] [KD 6.322 (6.317)] +2024-10-12 07:25:13,293 - Train: 17.78% [222450/1251000] [177.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002774] [CE 4.553 (4.841)] [KD 5.999 (6.353)] +2024-10-12 07:25:20,859 - Train: 17.79% [222500/1251000] [177.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002774] [CE 4.807 (4.842)] [KD 6.368 (6.353)] +2024-10-12 07:25:28,426 - Train: 17.79% [222550/1251000] [177.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002774] [CE 4.856 (4.785)] [KD 6.486 (6.315)] +2024-10-12 07:25:36,020 - Train: 17.79% [222600/1251000] [177.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.002774] [CE 5.113 (4.783)] [KD 6.800 (6.400)] +2024-10-12 07:25:43,600 - Train: 17.80% [222650/1251000] [178.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002774] [CE 4.711 (4.831)] [KD 6.273 (6.449)] +2024-10-12 07:25:47,665 - ==> Total time: 9:38:38 Eta: 1 day, 20:32:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 07:25:53,085 - Train: 17.80% [222700/1251000] [178.0/1000.0] [batch_t 0.148 (0.181)] [data_t 0.003] [optim_t 0.145] [lr 0.002774] [CE 4.305 (4.793)] [KD 6.131 (6.316)] +2024-10-12 07:26:00,833 - Train: 17.81% [222750/1251000] [178.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.002774] [CE 5.038 (4.809)] [KD 6.426 (6.323)] +2024-10-12 07:26:08,571 - Train: 17.81% [222800/1251000] [178.1/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.002774] [CE 4.462 (4.816)] [KD 5.843 (6.290)] +2024-10-12 07:26:16,045 - Train: 17.81% [222850/1251000] [178.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002773] [CE 4.562 (4.826)] [KD 6.185 (6.341)] +2024-10-12 07:26:23,662 - Train: 17.82% [222900/1251000] [178.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002773] [CE 4.869 (4.861)] [KD 6.280 (6.370)] +2024-10-12 07:26:31,222 - Train: 17.82% [222950/1251000] [178.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002773] [CE 4.787 (4.839)] [KD 6.144 (6.375)] +2024-10-12 07:26:38,747 - Train: 17.83% [223000/1251000] [178.3/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.002773] [CE 4.646 (4.813)] [KD 6.301 (6.312)] +2024-10-12 07:26:46,385 - Train: 17.83% [223050/1251000] [178.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.002] [optim_t 0.150] [lr 0.002773] [CE 4.878 (4.862)] [KD 6.101 (6.303)] +2024-10-12 07:26:53,896 - Train: 17.83% [223100/1251000] [178.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002773] [CE 4.906 (4.852)] [KD 6.101 (6.290)] +2024-10-12 07:27:01,468 - Train: 17.84% [223150/1251000] [178.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002773] [CE 5.231 (4.804)] [KD 6.535 (6.275)] +2024-10-12 07:27:09,176 - Train: 17.84% [223200/1251000] [178.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.002773] [CE 5.183 (4.844)] [KD 6.348 (6.308)] +2024-10-12 07:27:16,710 - Train: 17.85% [223250/1251000] [178.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002773] [CE 5.201 (4.849)] [KD 6.946 (6.454)] +2024-10-12 07:27:24,217 - Train: 17.85% [223300/1251000] [178.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.002773] [CE 5.064 (4.800)] [KD 6.238 (6.341)] +2024-10-12 07:27:31,598 - Train: 17.85% [223350/1251000] [178.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.002772] [CE 4.722 (4.877)] [KD 6.709 (6.389)] +2024-10-12 07:27:39,225 - Train: 17.86% [223400/1251000] [178.6/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.002772] [CE 4.668 (4.871)] [KD 6.398 (6.410)] +2024-10-12 07:27:46,739 - Train: 17.86% [223450/1251000] [178.6/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002772] [CE 4.791 (4.759)] [KD 6.288 (6.307)] +2024-10-12 07:27:54,195 - Train: 17.87% [223500/1251000] [178.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002772] [CE 4.636 (4.937)] [KD 5.988 (6.448)] +2024-10-12 07:28:01,606 - Train: 17.87% [223550/1251000] [178.7/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.002772] [CE 4.975 (4.832)] [KD 6.781 (6.348)] +2024-10-12 07:28:09,263 - Train: 17.87% [223600/1251000] [178.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002772] [CE 4.848 (4.829)] [KD 6.570 (6.350)] +2024-10-12 07:28:16,920 - Train: 17.88% [223650/1251000] [178.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002772] [CE 4.415 (4.925)] [KD 5.962 (6.371)] +2024-10-12 07:28:24,302 - Train: 17.88% [223700/1251000] [178.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.002772] [CE 4.824 (4.754)] [KD 6.418 (6.444)] +2024-10-12 07:28:31,814 - Train: 17.89% [223750/1251000] [178.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002772] [CE 4.858 (4.806)] [KD 6.015 (6.366)] +2024-10-12 07:28:39,305 - Train: 17.89% [223800/1251000] [178.9/1000.0] [batch_t 0.256 (0.150)] [data_t 0.005] [optim_t 0.251] [lr 0.002772] [CE 4.311 (4.808)] [KD 6.267 (6.306)] +2024-10-12 07:28:46,697 - Train: 17.89% [223850/1251000] [178.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002771] [CE 4.121 (4.830)] [KD 6.183 (6.426)] +2024-10-12 07:28:54,295 - Train: 17.90% [223900/1251000] [179.0/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.002771] [CE 4.539 (4.848)] [KD 6.566 (6.501)] +2024-10-12 07:28:58,603 - ==> Total time: 9:41:49 Eta: 1 day, 20:28:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 07:29:03,747 - Train: 17.90% [223950/1251000] [179.0/1000.0] [batch_t 0.156 (0.178)] [data_t 0.003] [optim_t 0.153] [lr 0.002771] [CE 4.329 (4.804)] [KD 5.939 (6.288)] +2024-10-12 07:29:11,413 - Train: 17.91% [224000/1251000] [179.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002771] [CE 4.757 (4.838)] [KD 6.375 (6.317)] +2024-10-12 07:29:18,971 - Train: 17.91% [224050/1251000] [179.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002771] [CE 4.495 (4.780)] [KD 6.111 (6.332)] +2024-10-12 07:29:26,432 - Train: 17.91% [224100/1251000] [179.1/1000.0] [batch_t 0.143 (0.149)] [data_t 0.004] [optim_t 0.138] [lr 0.002771] [CE 5.186 (4.852)] [KD 6.344 (6.297)] +2024-10-12 07:29:33,953 - Train: 17.92% [224150/1251000] [179.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002771] [CE 5.062 (4.917)] [KD 6.328 (6.335)] +2024-10-12 07:29:41,399 - Train: 17.92% [224200/1251000] [179.2/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002771] [CE 4.911 (4.815)] [KD 6.135 (6.367)] +2024-10-12 07:29:48,954 - Train: 17.93% [224250/1251000] [179.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002771] [CE 4.449 (4.795)] [KD 6.303 (6.240)] +2024-10-12 07:29:56,749 - Train: 17.93% [224300/1251000] [179.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.002771] [CE 4.800 (4.839)] [KD 6.333 (6.329)] +2024-10-12 07:30:04,323 - Train: 17.93% [224350/1251000] [179.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002770] [CE 4.813 (4.858)] [KD 6.548 (6.459)] +2024-10-12 07:30:11,873 - Train: 17.94% [224400/1251000] [179.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002770] [CE 4.679 (4.832)] [KD 6.483 (6.293)] +2024-10-12 07:30:19,383 - Train: 17.94% [224450/1251000] [179.4/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002770] [CE 4.542 (4.820)] [KD 6.504 (6.325)] +2024-10-12 07:30:26,960 - Train: 17.95% [224500/1251000] [179.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002770] [CE 4.985 (4.973)] [KD 6.341 (6.339)] +2024-10-12 07:30:34,344 - Train: 17.95% [224550/1251000] [179.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.002770] [CE 4.704 (4.837)] [KD 6.297 (6.288)] +2024-10-12 07:30:41,748 - Train: 17.95% [224600/1251000] [179.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002770] [CE 4.317 (4.827)] [KD 6.322 (6.338)] +2024-10-12 07:30:49,329 - Train: 17.96% [224650/1251000] [179.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002770] [CE 4.186 (4.778)] [KD 6.076 (6.307)] +2024-10-12 07:30:57,179 - Train: 17.96% [224700/1251000] [179.6/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.002770] [CE 4.784 (4.923)] [KD 6.222 (6.405)] +2024-10-12 07:31:04,868 - Train: 17.97% [224750/1251000] [179.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.006] [optim_t 0.147] [lr 0.002770] [CE 4.169 (4.856)] [KD 6.334 (6.487)] +2024-10-12 07:31:12,444 - Train: 17.97% [224800/1251000] [179.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002770] [CE 4.505 (4.791)] [KD 6.649 (6.380)] +2024-10-12 07:31:19,881 - Train: 17.97% [224850/1251000] [179.7/1000.0] [batch_t 0.155 (0.149)] [data_t 0.003] [optim_t 0.152] [lr 0.002769] [CE 4.718 (4.787)] [KD 6.040 (6.279)] +2024-10-12 07:31:27,306 - Train: 17.98% [224900/1251000] [179.8/1000.0] [batch_t 0.151 (0.148)] [data_t 0.003] [optim_t 0.148] [lr 0.002769] [CE 4.398 (4.825)] [KD 6.386 (6.364)] +2024-10-12 07:31:34,895 - Train: 17.98% [224950/1251000] [179.8/1000.0] [batch_t 0.253 (0.152)] [data_t 0.005] [optim_t 0.249] [lr 0.002769] [CE 4.676 (4.902)] [KD 6.523 (6.419)] +2024-10-12 07:31:42,445 - Train: 17.99% [225000/1251000] [179.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002769] [CE 4.639 (4.828)] [KD 6.261 (6.387)] +2024-10-12 07:31:49,897 - Train: 17.99% [225050/1251000] [179.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002769] [CE 4.936 (4.834)] [KD 6.571 (6.354)] +2024-10-12 07:31:57,676 - Train: 17.99% [225100/1251000] [179.9/1000.0] [batch_t 0.162 (0.155)] [data_t 0.005] [optim_t 0.157] [lr 0.002769] [CE 5.077 (4.873)] [KD 6.460 (6.327)] +2024-10-12 07:32:05,378 - Train: 18.00% [225150/1251000] [180.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002769] [CE 4.513 (4.818)] [KD 6.167 (6.330)] +2024-10-12 07:32:15,532 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 29677] [top5_cnt 41166] [top_all 50000] +2024-10-12 07:32:15,532 - net: 59.354 (82.332) +2024-10-12 07:32:21,274 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 34122] [top5_cnt 44176] [top_all 50000] +2024-10-12 07:32:21,274 - net_E: 68.244 (88.352) +2024-10-12 07:32:21,404 - Max [top1: 60.726 (epoch: 170)] [top1-ema: 68.244 (epoch: 180)] +2024-10-12 07:32:21,405 - ==> Total time: 9:45:12 Eta: 1 day, 20:25:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 07:32:27,812 - Train: 18.00% [225200/1251000] [180.0/1000.0] [batch_t 0.148 (0.167)] [data_t 0.003] [optim_t 0.146] [lr 0.002769] [CE 4.283 (4.771)] [KD 6.134 (6.323)] +2024-10-12 07:32:35,418 - Train: 18.01% [225250/1251000] [180.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002769] [CE 4.773 (4.890)] [KD 6.289 (6.425)] +2024-10-12 07:32:42,960 - Train: 18.01% [225300/1251000] [180.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.008] [optim_t 0.145] [lr 0.002769] [CE 4.926 (4.874)] [KD 6.555 (6.401)] +2024-10-12 07:32:50,542 - Train: 18.01% [225350/1251000] [180.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002768] [CE 4.780 (4.860)] [KD 6.409 (6.393)] +2024-10-12 07:32:58,159 - Train: 18.02% [225400/1251000] [180.2/1000.0] [batch_t 0.154 (0.152)] [data_t 0.007] [optim_t 0.147] [lr 0.002768] [CE 4.353 (4.760)] [KD 5.972 (6.320)] +2024-10-12 07:33:05,810 - Train: 18.02% [225450/1251000] [180.2/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.002768] [CE 4.584 (4.859)] [KD 6.444 (6.412)] +2024-10-12 07:33:13,478 - Train: 18.03% [225500/1251000] [180.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.002768] [CE 4.360 (4.893)] [KD 6.214 (6.391)] +2024-10-12 07:33:21,102 - Train: 18.03% [225550/1251000] [180.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.002768] [CE 4.896 (4.856)] [KD 6.153 (6.409)] +2024-10-12 07:33:28,633 - Train: 18.03% [225600/1251000] [180.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002768] [CE 4.788 (4.793)] [KD 6.229 (6.270)] +2024-10-12 07:33:36,269 - Train: 18.04% [225650/1251000] [180.4/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.002768] [CE 4.470 (4.817)] [KD 5.918 (6.296)] +2024-10-12 07:33:43,780 - Train: 18.04% [225700/1251000] [180.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002768] [CE 4.584 (4.769)] [KD 6.254 (6.233)] +2024-10-12 07:33:51,254 - Train: 18.05% [225750/1251000] [180.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002768] [CE 4.914 (4.905)] [KD 6.031 (6.415)] +2024-10-12 07:33:58,664 - Train: 18.05% [225800/1251000] [180.5/1000.0] [batch_t 0.155 (0.148)] [data_t 0.004] [optim_t 0.151] [lr 0.002768] [CE 4.796 (4.818)] [KD 6.148 (6.379)] +2024-10-12 07:34:06,283 - Train: 18.05% [225850/1251000] [180.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.002767] [CE 4.506 (4.707)] [KD 6.042 (6.228)] +2024-10-12 07:34:13,850 - Train: 18.06% [225900/1251000] [180.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002767] [CE 4.446 (4.817)] [KD 6.245 (6.304)] +2024-10-12 07:34:21,505 - Train: 18.06% [225950/1251000] [180.6/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.002767] [CE 4.347 (4.868)] [KD 5.812 (6.308)] +2024-10-12 07:34:28,994 - Train: 18.07% [226000/1251000] [180.7/1000.0] [batch_t 0.143 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.002767] [CE 4.866 (4.847)] [KD 6.344 (6.410)] +2024-10-12 07:34:36,475 - Train: 18.07% [226050/1251000] [180.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002767] [CE 4.152 (4.790)] [KD 6.163 (6.372)] +2024-10-12 07:34:43,979 - Train: 18.07% [226100/1251000] [180.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002767] [CE 4.795 (4.800)] [KD 6.423 (6.332)] +2024-10-12 07:34:51,475 - Train: 18.08% [226150/1251000] [180.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002767] [CE 4.436 (4.798)] [KD 6.037 (6.408)] +2024-10-12 07:34:58,995 - Train: 18.08% [226200/1251000] [180.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002767] [CE 4.889 (4.890)] [KD 6.634 (6.395)] +2024-10-12 07:35:06,618 - Train: 18.09% [226250/1251000] [180.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002767] [CE 5.038 (4.799)] [KD 6.632 (6.417)] +2024-10-12 07:35:14,005 - Train: 18.09% [226300/1251000] [180.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002767] [CE 4.880 (4.878)] [KD 6.276 (6.333)] +2024-10-12 07:35:21,603 - Train: 18.09% [226350/1251000] [180.9/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.002766] [CE 4.615 (4.816)] [KD 6.213 (6.323)] +2024-10-12 07:35:29,138 - Train: 18.10% [226400/1251000] [181.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002766] [CE 5.354 (4.871)] [KD 6.668 (6.322)] +2024-10-12 07:35:33,624 - ==> Total time: 9:48:24 Eta: 1 day, 20:22:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 07:35:38,646 - Train: 18.10% [226450/1251000] [181.0/1000.0] [batch_t 0.148 (0.185)] [data_t 0.005] [optim_t 0.143] [lr 0.002766] [CE 4.913 (4.928)] [KD 5.873 (6.185)] +2024-10-12 07:35:46,211 - Train: 18.11% [226500/1251000] [181.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002766] [CE 4.913 (4.834)] [KD 6.117 (6.278)] +2024-10-12 07:35:54,094 - Train: 18.11% [226550/1251000] [181.1/1000.0] [batch_t 0.146 (0.158)] [data_t 0.003] [optim_t 0.143] [lr 0.002766] [CE 4.696 (4.768)] [KD 6.449 (6.276)] +2024-10-12 07:36:01,712 - Train: 18.11% [226600/1251000] [181.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002766] [CE 5.141 (4.785)] [KD 6.151 (6.231)] +2024-10-12 07:36:09,122 - Train: 18.12% [226650/1251000] [181.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002766] [CE 4.490 (4.867)] [KD 6.315 (6.345)] +2024-10-12 07:36:16,674 - Train: 18.12% [226700/1251000] [181.2/1000.0] [batch_t 0.158 (0.151)] [data_t 0.003] [optim_t 0.156] [lr 0.002766] [CE 4.734 (4.847)] [KD 6.492 (6.343)] +2024-10-12 07:36:24,347 - Train: 18.13% [226750/1251000] [181.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.002766] [CE 4.781 (4.842)] [KD 6.521 (6.458)] +2024-10-12 07:36:31,891 - Train: 18.13% [226800/1251000] [181.3/1000.0] [batch_t 0.292 (0.151)] [data_t 0.005] [optim_t 0.287] [lr 0.002766] [CE 4.642 (4.791)] [KD 6.282 (6.348)] +2024-10-12 07:36:39,362 - Train: 18.13% [226850/1251000] [181.3/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.002765] [CE 4.864 (4.868)] [KD 6.742 (6.408)] +2024-10-12 07:36:46,898 - Train: 18.14% [226900/1251000] [181.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002765] [CE 4.869 (4.853)] [KD 6.234 (6.377)] +2024-10-12 07:36:54,404 - Train: 18.14% [226950/1251000] [181.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002765] [CE 4.294 (4.844)] [KD 6.352 (6.414)] +2024-10-12 07:37:02,049 - Train: 18.15% [227000/1251000] [181.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002765] [CE 5.237 (4.882)] [KD 6.402 (6.277)] +2024-10-12 07:37:09,589 - Train: 18.15% [227050/1251000] [181.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002765] [CE 4.820 (4.859)] [KD 6.485 (6.277)] +2024-10-12 07:37:17,093 - Train: 18.15% [227100/1251000] [181.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002765] [CE 5.213 (4.774)] [KD 6.660 (6.362)] +2024-10-12 07:37:24,479 - Train: 18.16% [227150/1251000] [181.6/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002765] [CE 4.936 (4.815)] [KD 6.674 (6.483)] +2024-10-12 07:37:32,002 - Train: 18.16% [227200/1251000] [181.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002765] [CE 4.644 (4.767)] [KD 6.606 (6.396)] +2024-10-12 07:37:39,595 - Train: 18.17% [227250/1251000] [181.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002765] [CE 4.801 (4.815)] [KD 6.338 (6.392)] +2024-10-12 07:37:47,149 - Train: 18.17% [227300/1251000] [181.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002765] [CE 4.239 (4.862)] [KD 6.376 (6.407)] +2024-10-12 07:37:54,664 - Train: 18.17% [227350/1251000] [181.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002764] [CE 4.744 (4.838)] [KD 6.309 (6.401)] +2024-10-12 07:38:02,172 - Train: 18.18% [227400/1251000] [181.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.002764] [CE 4.677 (4.843)] [KD 6.297 (6.355)] +2024-10-12 07:38:09,794 - Train: 18.18% [227450/1251000] [181.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002764] [CE 5.312 (4.836)] [KD 6.619 (6.300)] +2024-10-12 07:38:17,199 - Train: 18.19% [227500/1251000] [181.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002764] [CE 4.646 (4.790)] [KD 6.445 (6.298)] +2024-10-12 07:38:24,589 - Train: 18.19% [227550/1251000] [181.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.002764] [CE 4.661 (4.797)] [KD 6.331 (6.333)] +2024-10-12 07:38:32,174 - Train: 18.19% [227600/1251000] [181.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.002764] [CE 5.042 (4.853)] [KD 6.381 (6.341)] +2024-10-12 07:38:39,800 - Train: 18.20% [227650/1251000] [182.0/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.002764] [CE 5.227 (4.808)] [KD 6.267 (6.281)] +2024-10-12 07:38:44,445 - ==> Total time: 9:51:35 Eta: 1 day, 20:18:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 07:38:48,946 - Train: 18.20% [227700/1251000] [182.0/1000.0] [batch_t 0.148 (0.173)] [data_t 0.005] [optim_t 0.143] [lr 0.002764] [CE 4.564 (4.712)] [KD 6.248 (6.227)] +2024-10-12 07:38:56,583 - Train: 18.21% [227750/1251000] [182.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.007] [optim_t 0.145] [lr 0.002764] [CE 5.041 (4.832)] [KD 6.562 (6.250)] +2024-10-12 07:39:04,328 - Train: 18.21% [227800/1251000] [182.1/1000.0] [batch_t 0.145 (0.155)] [data_t 0.003] [optim_t 0.142] [lr 0.002764] [CE 5.047 (4.776)] [KD 6.659 (6.282)] +2024-10-12 07:39:11,738 - Train: 18.21% [227850/1251000] [182.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002763] [CE 4.669 (4.801)] [KD 6.069 (6.319)] +2024-10-12 07:39:19,170 - Train: 18.22% [227900/1251000] [182.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002763] [CE 4.576 (4.901)] [KD 6.193 (6.433)] +2024-10-12 07:39:26,954 - Train: 18.22% [227950/1251000] [182.2/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.002763] [CE 4.729 (4.826)] [KD 6.326 (6.417)] +2024-10-12 07:39:34,459 - Train: 18.23% [228000/1251000] [182.3/1000.0] [batch_t 0.144 (0.150)] [data_t 0.006] [optim_t 0.139] [lr 0.002763] [CE 4.880 (4.852)] [KD 6.248 (6.406)] +2024-10-12 07:39:41,962 - Train: 18.23% [228050/1251000] [182.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002763] [CE 4.602 (4.822)] [KD 6.086 (6.380)] +2024-10-12 07:39:49,477 - Train: 18.23% [228100/1251000] [182.3/1000.0] [batch_t 0.154 (0.150)] [data_t 0.006] [optim_t 0.149] [lr 0.002763] [CE 4.747 (4.869)] [KD 6.220 (6.424)] +2024-10-12 07:39:57,161 - Train: 18.24% [228150/1251000] [182.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.002763] [CE 4.085 (4.848)] [KD 6.257 (6.273)] +2024-10-12 07:40:04,570 - Train: 18.24% [228200/1251000] [182.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.006] [optim_t 0.139] [lr 0.002763] [CE 5.179 (4.816)] [KD 6.505 (6.329)] +2024-10-12 07:40:12,060 - Train: 18.25% [228250/1251000] [182.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002763] [CE 4.912 (4.843)] [KD 6.043 (6.311)] +2024-10-12 07:40:19,746 - Train: 18.25% [228300/1251000] [182.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002763] [CE 4.947 (4.811)] [KD 6.571 (6.338)] +2024-10-12 07:40:27,372 - Train: 18.25% [228350/1251000] [182.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.002762] [CE 5.028 (4.876)] [KD 6.557 (6.386)] +2024-10-12 07:40:34,855 - Train: 18.26% [228400/1251000] [182.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002762] [CE 4.585 (4.851)] [KD 6.216 (6.328)] +2024-10-12 07:40:42,250 - Train: 18.26% [228450/1251000] [182.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002762] [CE 4.935 (4.835)] [KD 6.452 (6.342)] +2024-10-12 07:40:49,901 - Train: 18.27% [228500/1251000] [182.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.002762] [CE 4.814 (4.817)] [KD 6.041 (6.192)] +2024-10-12 07:40:57,394 - Train: 18.27% [228550/1251000] [182.7/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.002762] [CE 4.947 (4.845)] [KD 6.475 (6.310)] +2024-10-12 07:41:05,078 - Train: 18.27% [228600/1251000] [182.7/1000.0] [batch_t 0.154 (0.154)] [data_t 0.006] [optim_t 0.149] [lr 0.002762] [CE 4.859 (4.751)] [KD 6.562 (6.268)] +2024-10-12 07:41:12,506 - Train: 18.28% [228650/1251000] [182.8/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002762] [CE 4.946 (4.880)] [KD 6.411 (6.296)] +2024-10-12 07:41:20,187 - Train: 18.28% [228700/1251000] [182.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002762] [CE 4.904 (4.799)] [KD 6.321 (6.402)] +2024-10-12 07:41:27,724 - Train: 18.29% [228750/1251000] [182.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002762] [CE 5.005 (4.849)] [KD 6.348 (6.346)] +2024-10-12 07:41:35,239 - Train: 18.29% [228800/1251000] [182.9/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.002762] [CE 4.612 (4.814)] [KD 6.293 (6.267)] +2024-10-12 07:41:42,761 - Train: 18.29% [228850/1251000] [182.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002761] [CE 5.079 (4.799)] [KD 6.333 (6.351)] +2024-10-12 07:41:50,304 - Train: 18.30% [228900/1251000] [183.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002761] [CE 4.458 (4.851)] [KD 6.559 (6.402)] +2024-10-12 07:41:55,285 - ==> Total time: 9:54:46 Eta: 1 day, 20:15:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 07:41:59,898 - Train: 18.30% [228950/1251000] [183.0/1000.0] [batch_t 0.147 (0.169)] [data_t 0.005] [optim_t 0.142] [lr 0.002761] [CE 5.219 (4.889)] [KD 6.494 (6.215)] +2024-10-12 07:42:07,533 - Train: 18.31% [229000/1251000] [183.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002761] [CE 4.865 (4.876)] [KD 6.236 (6.290)] +2024-10-12 07:42:15,117 - Train: 18.31% [229050/1251000] [183.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.002761] [CE 5.517 (4.868)] [KD 6.668 (6.428)] +2024-10-12 07:42:22,657 - Train: 18.31% [229100/1251000] [183.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002761] [CE 4.929 (4.866)] [KD 6.153 (6.332)] +2024-10-12 07:42:30,233 - Train: 18.32% [229150/1251000] [183.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002761] [CE 5.170 (4.810)] [KD 6.287 (6.293)] +2024-10-12 07:42:37,703 - Train: 18.32% [229200/1251000] [183.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002761] [CE 4.899 (4.860)] [KD 6.506 (6.387)] +2024-10-12 07:42:45,284 - Train: 18.33% [229250/1251000] [183.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.007] [optim_t 0.144] [lr 0.002761] [CE 4.831 (4.800)] [KD 6.586 (6.455)] +2024-10-12 07:42:52,776 - Train: 18.33% [229300/1251000] [183.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.002761] [CE 5.261 (4.803)] [KD 6.412 (6.389)] +2024-10-12 07:43:00,450 - Train: 18.33% [229350/1251000] [183.3/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.002760] [CE 4.794 (4.830)] [KD 6.188 (6.335)] +2024-10-12 07:43:08,139 - Train: 18.34% [229400/1251000] [183.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002760] [CE 4.338 (4.852)] [KD 6.208 (6.345)] +2024-10-12 07:43:15,611 - Train: 18.34% [229450/1251000] [183.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002760] [CE 4.996 (4.840)] [KD 6.264 (6.365)] +2024-10-12 07:43:23,130 - Train: 18.35% [229500/1251000] [183.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002760] [CE 5.047 (4.851)] [KD 6.656 (6.370)] +2024-10-12 07:43:30,650 - Train: 18.35% [229550/1251000] [183.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002760] [CE 4.370 (4.838)] [KD 5.911 (6.322)] +2024-10-12 07:43:38,113 - Train: 18.35% [229600/1251000] [183.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002760] [CE 5.089 (4.848)] [KD 6.081 (6.379)] +2024-10-12 07:43:45,840 - Train: 18.36% [229650/1251000] [183.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002760] [CE 4.790 (4.830)] [KD 6.076 (6.372)] +2024-10-12 07:43:53,416 - Train: 18.36% [229700/1251000] [183.6/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.002760] [CE 4.645 (4.862)] [KD 6.048 (6.277)] +2024-10-12 07:44:00,850 - Train: 18.37% [229750/1251000] [183.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002760] [CE 4.820 (4.860)] [KD 6.409 (6.307)] +2024-10-12 07:44:08,582 - Train: 18.37% [229800/1251000] [183.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.007] [optim_t 0.143] [lr 0.002760] [CE 4.675 (4.886)] [KD 6.557 (6.270)] +2024-10-12 07:44:16,178 - Train: 18.37% [229850/1251000] [183.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002759] [CE 4.789 (4.791)] [KD 6.457 (6.306)] +2024-10-12 07:44:23,722 - Train: 18.38% [229900/1251000] [183.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002759] [CE 4.979 (4.846)] [KD 5.994 (6.302)] +2024-10-12 07:44:31,222 - Train: 18.38% [229950/1251000] [183.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002759] [CE 4.309 (4.842)] [KD 5.915 (6.327)] +2024-10-12 07:44:38,729 - Train: 18.39% [230000/1251000] [183.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002759] [CE 5.213 (4.825)] [KD 6.388 (6.364)] +2024-10-12 07:44:46,224 - Train: 18.39% [230050/1251000] [183.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002759] [CE 4.530 (4.760)] [KD 6.186 (6.243)] +2024-10-12 07:44:53,589 - Train: 18.39% [230100/1251000] [183.9/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.002759] [CE 4.680 (4.837)] [KD 6.268 (6.339)] +2024-10-12 07:45:01,226 - Train: 18.40% [230150/1251000] [184.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002759] [CE 4.595 (4.910)] [KD 6.445 (6.397)] +2024-10-12 07:45:06,346 - ==> Total time: 9:57:57 Eta: 1 day, 20:11:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 07:45:10,730 - Train: 18.40% [230200/1251000] [184.0/1000.0] [batch_t 0.146 (0.183)] [data_t 0.005] [optim_t 0.142] [lr 0.002759] [CE 4.920 (4.857)] [KD 6.417 (6.223)] +2024-10-12 07:45:18,141 - Train: 18.41% [230250/1251000] [184.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002759] [CE 4.457 (4.844)] [KD 6.226 (6.257)] +2024-10-12 07:45:25,669 - Train: 18.41% [230300/1251000] [184.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002758] [CE 4.494 (4.826)] [KD 6.486 (6.336)] +2024-10-12 07:45:33,257 - Train: 18.41% [230350/1251000] [184.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002758] [CE 4.852 (4.762)] [KD 6.302 (6.261)] +2024-10-12 07:45:40,998 - Train: 18.42% [230400/1251000] [184.2/1000.0] [batch_t 0.155 (0.155)] [data_t 0.003] [optim_t 0.152] [lr 0.002758] [CE 4.765 (4.828)] [KD 6.019 (6.271)] +2024-10-12 07:45:48,391 - Train: 18.42% [230450/1251000] [184.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.140] [lr 0.002758] [CE 4.675 (4.768)] [KD 6.646 (6.365)] +2024-10-12 07:45:55,936 - Train: 18.43% [230500/1251000] [184.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002758] [CE 4.727 (4.897)] [KD 6.327 (6.444)] +2024-10-12 07:46:03,503 - Train: 18.43% [230550/1251000] [184.3/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.002758] [CE 4.399 (4.839)] [KD 6.599 (6.366)] +2024-10-12 07:46:11,157 - Train: 18.43% [230600/1251000] [184.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.002758] [CE 4.419 (4.823)] [KD 6.314 (6.322)] +2024-10-12 07:46:18,689 - Train: 18.44% [230650/1251000] [184.4/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002758] [CE 4.852 (4.880)] [KD 6.057 (6.257)] +2024-10-12 07:46:26,110 - Train: 18.44% [230700/1251000] [184.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002758] [CE 4.936 (4.810)] [KD 6.020 (6.277)] +2024-10-12 07:46:33,655 - Train: 18.45% [230750/1251000] [184.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.002758] [CE 4.888 (4.841)] [KD 6.401 (6.293)] +2024-10-12 07:46:41,169 - Train: 18.45% [230800/1251000] [184.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002757] [CE 4.563 (4.822)] [KD 6.477 (6.358)] +2024-10-12 07:46:48,643 - Train: 18.45% [230850/1251000] [184.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002757] [CE 4.756 (4.889)] [KD 6.581 (6.381)] +2024-10-12 07:46:56,230 - Train: 18.46% [230900/1251000] [184.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002757] [CE 4.777 (4.839)] [KD 6.482 (6.403)] +2024-10-12 07:47:03,722 - Train: 18.46% [230950/1251000] [184.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002757] [CE 4.779 (4.889)] [KD 6.320 (6.374)] +2024-10-12 07:47:11,138 - Train: 18.47% [231000/1251000] [184.7/1000.0] [batch_t 0.155 (0.148)] [data_t 0.003] [optim_t 0.151] [lr 0.002757] [CE 4.792 (4.835)] [KD 6.106 (6.260)] +2024-10-12 07:47:18,782 - Train: 18.47% [231050/1251000] [184.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002757] [CE 5.041 (4.878)] [KD 6.396 (6.391)] +2024-10-12 07:47:26,312 - Train: 18.47% [231100/1251000] [184.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.002757] [CE 5.282 (4.816)] [KD 6.208 (6.327)] +2024-10-12 07:47:33,905 - Train: 18.48% [231150/1251000] [184.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002757] [CE 4.901 (4.752)] [KD 6.327 (6.213)] +2024-10-12 07:47:41,565 - Train: 18.48% [231200/1251000] [184.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.002757] [CE 3.877 (4.835)] [KD 5.997 (6.378)] +2024-10-12 07:47:49,188 - Train: 18.49% [231250/1251000] [184.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002757] [CE 4.779 (4.807)] [KD 6.641 (6.303)] +2024-10-12 07:47:56,603 - Train: 18.49% [231300/1251000] [184.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002756] [CE 4.853 (4.802)] [KD 6.458 (6.309)] +2024-10-12 07:48:04,202 - Train: 18.49% [231350/1251000] [184.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002756] [CE 4.331 (4.891)] [KD 6.286 (6.392)] +2024-10-12 07:48:11,756 - Train: 18.50% [231400/1251000] [185.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002756] [CE 5.008 (4.803)] [KD 6.237 (6.315)] +2024-10-12 07:48:22,678 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 30272] [top5_cnt 41864] [top_all 50000] +2024-10-12 07:48:22,678 - net: 60.544 (83.728) +2024-10-12 07:48:28,586 - Test (net_E): 100.00% [50/50] [batch_t 0.026 (0.108)] [top1_cnt 34108] [top5_cnt 44180] [top_all 50000] +2024-10-12 07:48:28,587 - net_E: 68.216 (88.360) +2024-10-12 07:48:28,740 - Max [top1: 60.726 (epoch: 170)] [top1-ema: 68.244 (epoch: 180)] +2024-10-12 07:48:28,741 - ==> Total time: 10:01:19 Eta: 1 day, 20:09:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 07:48:33,030 - Train: 18.50% [231450/1251000] [185.0/1000.0] [batch_t 0.145 (0.197)] [data_t 0.006] [optim_t 0.140] [lr 0.002756] [CE 5.034 (4.826)] [KD 6.403 (6.262)] +2024-10-12 07:48:40,465 - Train: 18.51% [231500/1251000] [185.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002756] [CE 4.609 (4.806)] [KD 6.182 (6.298)] +2024-10-12 07:48:48,099 - Train: 18.51% [231550/1251000] [185.1/1000.0] [batch_t 0.158 (0.153)] [data_t 0.003] [optim_t 0.155] [lr 0.002756] [CE 4.707 (4.800)] [KD 6.323 (6.340)] +2024-10-12 07:48:55,856 - Train: 18.51% [231600/1251000] [185.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.002756] [CE 4.390 (4.794)] [KD 6.355 (6.352)] +2024-10-12 07:49:03,532 - Train: 18.52% [231650/1251000] [185.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002756] [CE 5.132 (4.841)] [KD 6.571 (6.506)] +2024-10-12 07:49:11,113 - Train: 18.52% [231700/1251000] [185.2/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002756] [CE 4.597 (4.860)] [KD 6.360 (6.406)] +2024-10-12 07:49:18,615 - Train: 18.53% [231750/1251000] [185.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002756] [CE 4.427 (4.839)] [KD 6.208 (6.367)] +2024-10-12 07:49:26,173 - Train: 18.53% [231800/1251000] [185.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.006] [optim_t 0.139] [lr 0.002755] [CE 4.960 (4.871)] [KD 6.538 (6.378)] +2024-10-12 07:49:33,689 - Train: 18.53% [231850/1251000] [185.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002755] [CE 4.518 (4.788)] [KD 6.401 (6.307)] +2024-10-12 07:49:41,186 - Train: 18.54% [231900/1251000] [185.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002755] [CE 5.161 (4.863)] [KD 6.818 (6.396)] +2024-10-12 07:49:48,784 - Train: 18.54% [231950/1251000] [185.4/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002755] [CE 4.925 (4.837)] [KD 6.348 (6.342)] +2024-10-12 07:49:56,174 - Train: 18.55% [232000/1251000] [185.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002755] [CE 4.813 (4.841)] [KD 6.197 (6.334)] +2024-10-12 07:50:03,872 - Train: 18.55% [232050/1251000] [185.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.002755] [CE 4.887 (4.760)] [KD 6.281 (6.297)] +2024-10-12 07:50:11,366 - Train: 18.55% [232100/1251000] [185.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002755] [CE 4.766 (4.902)] [KD 6.576 (6.383)] +2024-10-12 07:50:18,750 - Train: 18.56% [232150/1251000] [185.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002755] [CE 4.832 (4.822)] [KD 6.177 (6.294)] +2024-10-12 07:50:26,185 - Train: 18.56% [232200/1251000] [185.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002755] [CE 5.005 (4.848)] [KD 6.505 (6.367)] +2024-10-12 07:50:34,097 - Train: 18.57% [232250/1251000] [185.7/1000.0] [batch_t 0.148 (0.158)] [data_t 0.003] [optim_t 0.145] [lr 0.002755] [CE 4.347 (4.876)] [KD 6.084 (6.420)] +2024-10-12 07:50:41,658 - Train: 18.57% [232300/1251000] [185.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.002754] [CE 4.573 (4.866)] [KD 6.142 (6.387)] +2024-10-12 07:50:49,217 - Train: 18.57% [232350/1251000] [185.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002754] [CE 5.051 (4.750)] [KD 6.646 (6.243)] +2024-10-12 07:50:56,650 - Train: 18.58% [232400/1251000] [185.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002754] [CE 5.266 (4.803)] [KD 6.472 (6.388)] +2024-10-12 07:51:04,210 - Train: 18.58% [232450/1251000] [185.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002754] [CE 4.472 (4.884)] [KD 6.164 (6.413)] +2024-10-12 07:51:11,955 - Train: 18.59% [232500/1251000] [185.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.002754] [CE 4.323 (4.838)] [KD 6.419 (6.381)] +2024-10-12 07:51:19,513 - Train: 18.59% [232550/1251000] [185.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002754] [CE 4.727 (4.825)] [KD 6.149 (6.379)] +2024-10-12 07:51:27,110 - Train: 18.59% [232600/1251000] [185.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.002754] [CE 4.623 (4.822)] [KD 5.734 (6.290)] +2024-10-12 07:51:34,661 - Train: 18.60% [232650/1251000] [186.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002754] [CE 5.084 (4.806)] [KD 6.300 (6.309)] +2024-10-12 07:51:40,038 - ==> Total time: 10:04:31 Eta: 1 day, 20:05:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 07:51:43,982 - Train: 18.60% [232700/1251000] [186.0/1000.0] [batch_t 0.149 (0.185)] [data_t 0.004] [optim_t 0.145] [lr 0.002754] [CE 4.706 (4.771)] [KD 6.356 (6.246)] +2024-10-12 07:51:51,670 - Train: 18.61% [232750/1251000] [186.1/1000.0] [batch_t 0.158 (0.154)] [data_t 0.005] [optim_t 0.153] [lr 0.002753] [CE 4.205 (4.825)] [KD 6.001 (6.252)] +2024-10-12 07:51:59,207 - Train: 18.61% [232800/1251000] [186.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002753] [CE 4.766 (4.852)] [KD 5.910 (6.344)] +2024-10-12 07:52:07,108 - Train: 18.61% [232850/1251000] [186.1/1000.0] [batch_t 0.149 (0.158)] [data_t 0.006] [optim_t 0.143] [lr 0.002753] [CE 5.033 (4.821)] [KD 6.542 (6.192)] +2024-10-12 07:52:14,730 - Train: 18.62% [232900/1251000] [186.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002753] [CE 4.926 (4.827)] [KD 6.219 (6.290)] +2024-10-12 07:52:22,658 - Train: 18.62% [232950/1251000] [186.2/1000.0] [batch_t 0.147 (0.158)] [data_t 0.005] [optim_t 0.142] [lr 0.002753] [CE 5.172 (4.819)] [KD 6.714 (6.403)] +2024-10-12 07:52:30,042 - Train: 18.63% [233000/1251000] [186.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002753] [CE 4.425 (4.900)] [KD 6.347 (6.342)] +2024-10-12 07:52:37,426 - Train: 18.63% [233050/1251000] [186.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002753] [CE 5.183 (4.759)] [KD 6.586 (6.315)] +2024-10-12 07:52:44,929 - Train: 18.63% [233100/1251000] [186.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002753] [CE 4.332 (4.752)] [KD 6.316 (6.324)] +2024-10-12 07:52:52,549 - Train: 18.64% [233150/1251000] [186.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002753] [CE 4.535 (4.832)] [KD 6.126 (6.512)] +2024-10-12 07:53:00,145 - Train: 18.64% [233200/1251000] [186.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002753] [CE 4.743 (4.828)] [KD 6.068 (6.295)] +2024-10-12 07:53:07,691 - Train: 18.65% [233250/1251000] [186.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002752] [CE 5.193 (4.846)] [KD 6.777 (6.308)] +2024-10-12 07:53:15,233 - Train: 18.65% [233300/1251000] [186.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002752] [CE 4.762 (4.889)] [KD 6.139 (6.406)] +2024-10-12 07:53:22,631 - Train: 18.65% [233350/1251000] [186.5/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.002752] [CE 4.959 (4.776)] [KD 6.433 (6.350)] +2024-10-12 07:53:30,233 - Train: 18.66% [233400/1251000] [186.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.139] [lr 0.002752] [CE 4.709 (4.874)] [KD 6.387 (6.408)] +2024-10-12 07:53:37,608 - Train: 18.66% [233450/1251000] [186.6/1000.0] [batch_t 0.148 (0.147)] [data_t 0.003] [optim_t 0.144] [lr 0.002752] [CE 4.667 (4.854)] [KD 6.528 (6.234)] +2024-10-12 07:53:45,247 - Train: 18.67% [233500/1251000] [186.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002752] [CE 5.024 (4.840)] [KD 6.415 (6.312)] +2024-10-12 07:53:52,893 - Train: 18.67% [233550/1251000] [186.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002752] [CE 4.866 (4.850)] [KD 6.673 (6.344)] +2024-10-12 07:54:00,417 - Train: 18.67% [233600/1251000] [186.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002752] [CE 4.918 (4.798)] [KD 6.280 (6.331)] +2024-10-12 07:54:07,873 - Train: 18.68% [233650/1251000] [186.8/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.002752] [CE 4.737 (4.866)] [KD 6.093 (6.401)] +2024-10-12 07:54:15,467 - Train: 18.68% [233700/1251000] [186.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002752] [CE 4.605 (4.870)] [KD 6.502 (6.413)] +2024-10-12 07:54:22,995 - Train: 18.69% [233750/1251000] [186.9/1000.0] [batch_t 0.152 (0.150)] [data_t 0.006] [optim_t 0.146] [lr 0.002751] [CE 4.578 (4.870)] [KD 6.480 (6.378)] +2024-10-12 07:54:30,872 - Train: 18.69% [233800/1251000] [186.9/1000.0] [batch_t 0.146 (0.157)] [data_t 0.004] [optim_t 0.142] [lr 0.002751] [CE 4.500 (4.836)] [KD 6.167 (6.355)] +2024-10-12 07:54:38,396 - Train: 18.69% [233850/1251000] [186.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002751] [CE 5.127 (4.880)] [KD 6.677 (6.445)] +2024-10-12 07:54:45,825 - Train: 18.70% [233900/1251000] [187.0/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002751] [CE 4.846 (4.827)] [KD 6.382 (6.481)] +2024-10-12 07:54:51,186 - ==> Total time: 10:07:42 Eta: 1 day, 20:02:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 07:54:55,098 - Train: 18.70% [233950/1251000] [187.0/1000.0] [batch_t 0.150 (0.197)] [data_t 0.004] [optim_t 0.146] [lr 0.002751] [CE 4.791 (4.722)] [KD 5.994 (6.189)] +2024-10-12 07:55:02,799 - Train: 18.71% [234000/1251000] [187.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.007] [optim_t 0.143] [lr 0.002751] [CE 4.622 (4.882)] [KD 5.945 (6.203)] +2024-10-12 07:55:10,426 - Train: 18.71% [234050/1251000] [187.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002751] [CE 4.770 (4.806)] [KD 6.116 (6.360)] +2024-10-12 07:55:18,167 - Train: 18.71% [234100/1251000] [187.1/1000.0] [batch_t 0.299 (0.155)] [data_t 0.003] [optim_t 0.296] [lr 0.002751] [CE 5.115 (4.860)] [KD 6.031 (6.313)] +2024-10-12 07:55:25,861 - Train: 18.72% [234150/1251000] [187.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002751] [CE 5.292 (4.862)] [KD 6.443 (6.262)] +2024-10-12 07:55:33,388 - Train: 18.72% [234200/1251000] [187.2/1000.0] [batch_t 0.156 (0.150)] [data_t 0.006] [optim_t 0.150] [lr 0.002750] [CE 4.199 (4.749)] [KD 5.948 (6.186)] +2024-10-12 07:55:40,882 - Train: 18.73% [234250/1251000] [187.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.008] [optim_t 0.143] [lr 0.002750] [CE 4.959 (4.859)] [KD 6.654 (6.331)] +2024-10-12 07:55:48,353 - Train: 18.73% [234300/1251000] [187.3/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.150] [lr 0.002750] [CE 4.895 (4.865)] [KD 6.292 (6.340)] +2024-10-12 07:55:55,764 - Train: 18.73% [234350/1251000] [187.3/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.002750] [CE 4.945 (4.781)] [KD 6.116 (6.255)] +2024-10-12 07:56:03,440 - Train: 18.74% [234400/1251000] [187.4/1000.0] [batch_t 0.143 (0.153)] [data_t 0.004] [optim_t 0.139] [lr 0.002750] [CE 4.961 (4.813)] [KD 6.209 (6.298)] +2024-10-12 07:56:10,906 - Train: 18.74% [234450/1251000] [187.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.002750] [CE 4.919 (4.852)] [KD 6.322 (6.358)] +2024-10-12 07:56:18,566 - Train: 18.75% [234500/1251000] [187.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.006] [optim_t 0.147] [lr 0.002750] [CE 4.978 (4.858)] [KD 6.514 (6.390)] +2024-10-12 07:56:26,198 - Train: 18.75% [234550/1251000] [187.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.002750] [CE 4.824 (4.829)] [KD 6.224 (6.341)] +2024-10-12 07:56:33,751 - Train: 18.75% [234600/1251000] [187.5/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002750] [CE 4.517 (4.800)] [KD 6.051 (6.338)] +2024-10-12 07:56:41,386 - Train: 18.76% [234650/1251000] [187.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.007] [optim_t 0.140] [lr 0.002750] [CE 4.341 (4.875)] [KD 6.462 (6.334)] +2024-10-12 07:56:48,829 - Train: 18.76% [234700/1251000] [187.6/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.150] [lr 0.002749] [CE 4.933 (4.825)] [KD 6.219 (6.353)] +2024-10-12 07:56:56,250 - Train: 18.76% [234750/1251000] [187.6/1000.0] [batch_t 0.150 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.002749] [CE 4.682 (4.840)] [KD 6.173 (6.368)] +2024-10-12 07:57:03,740 - Train: 18.77% [234800/1251000] [187.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.002749] [CE 4.769 (4.829)] [KD 6.229 (6.349)] +2024-10-12 07:57:11,384 - Train: 18.77% [234850/1251000] [187.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.002749] [CE 4.864 (4.886)] [KD 5.979 (6.277)] +2024-10-12 07:57:18,876 - Train: 18.78% [234900/1251000] [187.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002749] [CE 4.912 (4.859)] [KD 6.255 (6.415)] +2024-10-12 07:57:26,493 - Train: 18.78% [234950/1251000] [187.8/1000.0] [batch_t 0.292 (0.152)] [data_t 0.003] [optim_t 0.289] [lr 0.002749] [CE 5.075 (4.848)] [KD 6.430 (6.352)] +2024-10-12 07:57:34,021 - Train: 18.78% [235000/1251000] [187.8/1000.0] [batch_t 0.158 (0.150)] [data_t 0.003] [optim_t 0.155] [lr 0.002749] [CE 4.339 (4.817)] [KD 6.352 (6.336)] +2024-10-12 07:57:41,647 - Train: 18.79% [235050/1251000] [187.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002749] [CE 4.900 (4.892)] [KD 6.094 (6.302)] +2024-10-12 07:57:49,006 - Train: 18.79% [235100/1251000] [187.9/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.002749] [CE 4.981 (4.859)] [KD 6.596 (6.434)] +2024-10-12 07:57:56,373 - Train: 18.80% [235150/1251000] [188.0/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.002749] [CE 4.913 (4.794)] [KD 6.549 (6.388)] +2024-10-12 07:58:01,928 - ==> Total time: 10:10:52 Eta: 1 day, 19:58:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 07:58:09,124 - Train: 18.80% [235200/1251000] [188.0/1000.0] [batch_t 0.157 (0.188)] [data_t 0.004] [optim_t 0.152] [lr 0.002748] [CE 4.912 (4.772)] [KD 6.554 (6.353)] +2024-10-12 07:58:17,051 - Train: 18.80% [235250/1251000] [188.0/1000.0] [batch_t 0.145 (0.158)] [data_t 0.005] [optim_t 0.141] [lr 0.002748] [CE 4.490 (4.805)] [KD 6.216 (6.236)] +2024-10-12 07:58:24,456 - Train: 18.81% [235300/1251000] [188.1/1000.0] [batch_t 0.154 (0.148)] [data_t 0.004] [optim_t 0.149] [lr 0.002748] [CE 4.777 (4.782)] [KD 6.394 (6.199)] +2024-10-12 07:58:31,986 - Train: 18.81% [235350/1251000] [188.1/1000.0] [batch_t 0.154 (0.150)] [data_t 0.003] [optim_t 0.152] [lr 0.002748] [CE 5.130 (4.782)] [KD 6.683 (6.258)] +2024-10-12 07:58:39,642 - Train: 18.82% [235400/1251000] [188.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.002748] [CE 5.103 (4.854)] [KD 6.288 (6.313)] +2024-10-12 07:58:47,161 - Train: 18.82% [235450/1251000] [188.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002748] [CE 4.698 (4.845)] [KD 6.612 (6.266)] +2024-10-12 07:58:54,731 - Train: 18.82% [235500/1251000] [188.2/1000.0] [batch_t 0.265 (0.151)] [data_t 0.005] [optim_t 0.260] [lr 0.002748] [CE 4.599 (4.809)] [KD 6.277 (6.382)] +2024-10-12 07:59:02,233 - Train: 18.83% [235550/1251000] [188.3/1000.0] [batch_t 0.152 (0.150)] [data_t 0.006] [optim_t 0.146] [lr 0.002748] [CE 5.022 (4.790)] [KD 6.445 (6.309)] +2024-10-12 07:59:09,649 - Train: 18.83% [235600/1251000] [188.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002748] [CE 4.928 (4.936)] [KD 6.337 (6.384)] +2024-10-12 07:59:17,259 - Train: 18.84% [235650/1251000] [188.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002747] [CE 4.868 (4.833)] [KD 6.238 (6.300)] +2024-10-12 07:59:24,741 - Train: 18.84% [235700/1251000] [188.4/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.002747] [CE 4.734 (4.853)] [KD 6.167 (6.378)] +2024-10-12 07:59:32,124 - Train: 18.84% [235750/1251000] [188.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.002747] [CE 4.553 (4.862)] [KD 6.071 (6.360)] +2024-10-12 07:59:39,864 - Train: 18.85% [235800/1251000] [188.5/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.002747] [CE 4.749 (4.771)] [KD 6.139 (6.246)] +2024-10-12 07:59:47,380 - Train: 18.85% [235850/1251000] [188.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002747] [CE 4.553 (4.839)] [KD 6.125 (6.398)] +2024-10-12 07:59:54,881 - Train: 18.86% [235900/1251000] [188.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.002747] [CE 5.149 (4.801)] [KD 6.751 (6.355)] +2024-10-12 08:00:02,485 - Train: 18.86% [235950/1251000] [188.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002747] [CE 4.672 (4.841)] [KD 6.212 (6.329)] +2024-10-12 08:00:09,928 - Train: 18.86% [236000/1251000] [188.6/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.002747] [CE 5.012 (4.862)] [KD 6.422 (6.387)] +2024-10-12 08:00:17,392 - Train: 18.87% [236050/1251000] [188.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.007] [optim_t 0.142] [lr 0.002747] [CE 5.007 (4.842)] [KD 6.335 (6.279)] +2024-10-12 08:00:25,221 - Train: 18.87% [236100/1251000] [188.7/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.002747] [CE 4.945 (4.854)] [KD 6.208 (6.360)] +2024-10-12 08:00:32,664 - Train: 18.88% [236150/1251000] [188.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002746] [CE 5.310 (4.806)] [KD 6.387 (6.329)] +2024-10-12 08:00:40,258 - Train: 18.88% [236200/1251000] [188.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.002746] [CE 4.923 (4.872)] [KD 6.460 (6.359)] +2024-10-12 08:00:47,925 - Train: 18.88% [236250/1251000] [188.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002746] [CE 4.936 (4.878)] [KD 6.644 (6.362)] +2024-10-12 08:00:55,500 - Train: 18.89% [236300/1251000] [188.9/1000.0] [batch_t 0.258 (0.151)] [data_t 0.005] [optim_t 0.254] [lr 0.002746] [CE 4.826 (4.843)] [KD 6.554 (6.302)] +2024-10-12 08:01:03,020 - Train: 18.89% [236350/1251000] [188.9/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.002746] [CE 4.869 (4.800)] [KD 6.225 (6.315)] +2024-10-12 08:01:10,556 - Train: 18.90% [236400/1251000] [189.0/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002746] [CE 4.768 (4.756)] [KD 6.276 (6.207)] +2024-10-12 08:01:16,215 - ==> Total time: 10:14:07 Eta: 1 day, 19:55:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 08:01:19,971 - Train: 18.90% [236450/1251000] [189.0/1000.0] [batch_t 0.147 (0.201)] [data_t 0.004] [optim_t 0.143] [lr 0.002746] [CE 4.326 (4.717)] [KD 5.992 (6.205)] +2024-10-12 08:01:27,547 - Train: 18.90% [236500/1251000] [189.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002746] [CE 4.928 (4.803)] [KD 5.949 (6.298)] +2024-10-12 08:01:35,222 - Train: 18.91% [236550/1251000] [189.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.002746] [CE 5.057 (4.829)] [KD 6.193 (6.216)] +2024-10-12 08:01:42,783 - Train: 18.91% [236600/1251000] [189.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002745] [CE 4.680 (4.832)] [KD 6.138 (6.430)] +2024-10-12 08:01:50,516 - Train: 18.92% [236650/1251000] [189.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002745] [CE 4.910 (4.769)] [KD 6.304 (6.224)] +2024-10-12 08:01:57,882 - Train: 18.92% [236700/1251000] [189.2/1000.0] [batch_t 0.146 (0.147)] [data_t 0.003] [optim_t 0.143] [lr 0.002745] [CE 4.908 (4.792)] [KD 6.035 (6.189)] +2024-10-12 08:02:05,571 - Train: 18.92% [236750/1251000] [189.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002745] [CE 4.900 (4.802)] [KD 6.273 (6.279)] +2024-10-12 08:02:12,970 - Train: 18.93% [236800/1251000] [189.3/1000.0] [batch_t 0.155 (0.148)] [data_t 0.004] [optim_t 0.151] [lr 0.002745] [CE 4.615 (4.889)] [KD 6.001 (6.284)] +2024-10-12 08:02:20,446 - Train: 18.93% [236850/1251000] [189.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002745] [CE 4.632 (4.816)] [KD 6.006 (6.292)] +2024-10-12 08:02:27,936 - Train: 18.94% [236900/1251000] [189.4/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.002745] [CE 4.398 (4.810)] [KD 6.464 (6.338)] +2024-10-12 08:02:35,430 - Train: 18.94% [236950/1251000] [189.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002745] [CE 4.513 (4.872)] [KD 6.064 (6.351)] +2024-10-12 08:02:42,871 - Train: 18.94% [237000/1251000] [189.4/1000.0] [batch_t 0.157 (0.149)] [data_t 0.003] [optim_t 0.154] [lr 0.002745] [CE 5.234 (4.892)] [KD 6.366 (6.361)] +2024-10-12 08:02:50,393 - Train: 18.95% [237050/1251000] [189.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.002745] [CE 4.342 (4.811)] [KD 6.130 (6.299)] +2024-10-12 08:02:58,174 - Train: 18.95% [237100/1251000] [189.5/1000.0] [batch_t 0.270 (0.156)] [data_t 0.006] [optim_t 0.265] [lr 0.002744] [CE 4.759 (4.819)] [KD 5.960 (6.286)] +2024-10-12 08:03:05,812 - Train: 18.96% [237150/1251000] [189.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002744] [CE 4.798 (4.828)] [KD 6.264 (6.396)] +2024-10-12 08:03:13,214 - Train: 18.96% [237200/1251000] [189.6/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002744] [CE 4.370 (4.829)] [KD 6.384 (6.368)] +2024-10-12 08:03:20,604 - Train: 18.96% [237250/1251000] [189.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002744] [CE 4.757 (4.868)] [KD 6.165 (6.361)] +2024-10-12 08:03:28,011 - Train: 18.97% [237300/1251000] [189.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.002744] [CE 4.805 (4.851)] [KD 6.063 (6.358)] +2024-10-12 08:03:35,531 - Train: 18.97% [237350/1251000] [189.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.002744] [CE 4.859 (4.818)] [KD 6.574 (6.360)] +2024-10-12 08:03:43,132 - Train: 18.98% [237400/1251000] [189.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002744] [CE 4.810 (4.809)] [KD 6.326 (6.323)] +2024-10-12 08:03:50,733 - Train: 18.98% [237450/1251000] [189.8/1000.0] [batch_t 0.164 (0.152)] [data_t 0.005] [optim_t 0.159] [lr 0.002744] [CE 4.602 (4.849)] [KD 6.046 (6.425)] +2024-10-12 08:03:58,332 - Train: 18.98% [237500/1251000] [189.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002744] [CE 5.255 (4.821)] [KD 6.278 (6.423)] +2024-10-12 08:04:05,757 - Train: 18.99% [237550/1251000] [189.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002744] [CE 4.701 (4.899)] [KD 6.265 (6.335)] +2024-10-12 08:04:13,206 - Train: 18.99% [237600/1251000] [189.9/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.002743] [CE 5.328 (4.879)] [KD 6.524 (6.291)] +2024-10-12 08:04:20,721 - Train: 19.00% [237650/1251000] [190.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002743] [CE 5.075 (4.770)] [KD 6.336 (6.300)] +2024-10-12 08:04:32,217 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 28967] [top5_cnt 40802] [top_all 50000] +2024-10-12 08:04:32,218 - net: 57.934 (81.604) +2024-10-12 08:04:37,992 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 34169] [top5_cnt 44178] [top_all 50000] +2024-10-12 08:04:37,993 - net_E: 68.338 (88.356) +2024-10-12 08:04:38,122 - Max [top1: 60.726 (epoch: 170)] [top1-ema: 68.338 (epoch: 190)] +2024-10-12 08:04:38,123 - ==> Total time: 10:17:29 Eta: 1 day, 19:52:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 08:04:42,619 - Train: 19.00% [237700/1251000] [190.0/1000.0] [batch_t 0.145 (0.195)] [data_t 0.004] [optim_t 0.141] [lr 0.002743] [CE 4.625 (4.815)] [KD 6.426 (6.338)] +2024-10-12 08:04:50,217 - Train: 19.00% [237750/1251000] [190.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002743] [CE 4.999 (4.805)] [KD 6.247 (6.366)] +2024-10-12 08:04:57,886 - Train: 19.01% [237800/1251000] [190.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002743] [CE 5.059 (4.814)] [KD 6.509 (6.335)] +2024-10-12 08:05:05,366 - Train: 19.01% [237850/1251000] [190.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002743] [CE 4.838 (4.828)] [KD 6.198 (6.270)] +2024-10-12 08:05:13,189 - Train: 19.02% [237900/1251000] [190.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.002743] [CE 4.784 (4.816)] [KD 6.286 (6.312)] +2024-10-12 08:05:20,617 - Train: 19.02% [237950/1251000] [190.2/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.002743] [CE 4.763 (4.754)] [KD 6.254 (6.273)] +2024-10-12 08:05:28,165 - Train: 19.02% [238000/1251000] [190.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002743] [CE 4.513 (4.800)] [KD 6.177 (6.360)] +2024-10-12 08:05:35,845 - Train: 19.03% [238050/1251000] [190.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002742] [CE 4.749 (4.887)] [KD 6.523 (6.401)] +2024-10-12 08:05:43,247 - Train: 19.03% [238100/1251000] [190.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002742] [CE 4.981 (4.812)] [KD 6.244 (6.309)] +2024-10-12 08:05:50,834 - Train: 19.04% [238150/1251000] [190.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002742] [CE 4.602 (4.830)] [KD 6.105 (6.347)] +2024-10-12 08:05:58,496 - Train: 19.04% [238200/1251000] [190.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002742] [CE 5.200 (4.835)] [KD 6.294 (6.286)] +2024-10-12 08:06:05,979 - Train: 19.04% [238250/1251000] [190.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.002742] [CE 4.833 (4.774)] [KD 6.294 (6.245)] +2024-10-12 08:06:13,565 - Train: 19.05% [238300/1251000] [190.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002742] [CE 4.667 (4.852)] [KD 6.150 (6.278)] +2024-10-12 08:06:21,214 - Train: 19.05% [238350/1251000] [190.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002742] [CE 4.915 (4.833)] [KD 6.237 (6.302)] +2024-10-12 08:06:28,574 - Train: 19.06% [238400/1251000] [190.6/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.002742] [CE 5.157 (4.760)] [KD 6.456 (6.244)] +2024-10-12 08:06:35,951 - Train: 19.06% [238450/1251000] [190.6/1000.0] [batch_t 0.147 (0.147)] [data_t 0.003] [optim_t 0.143] [lr 0.002742] [CE 5.157 (4.856)] [KD 6.518 (6.396)] +2024-10-12 08:06:43,552 - Train: 19.06% [238500/1251000] [190.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002742] [CE 5.236 (4.903)] [KD 6.466 (6.460)] +2024-10-12 08:06:51,093 - Train: 19.07% [238550/1251000] [190.7/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002741] [CE 4.453 (4.876)] [KD 6.210 (6.430)] +2024-10-12 08:06:58,508 - Train: 19.07% [238600/1251000] [190.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002741] [CE 5.095 (4.854)] [KD 6.433 (6.411)] +2024-10-12 08:07:06,187 - Train: 19.08% [238650/1251000] [190.8/1000.0] [batch_t 0.155 (0.153)] [data_t 0.006] [optim_t 0.149] [lr 0.002741] [CE 5.070 (4.894)] [KD 6.570 (6.351)] +2024-10-12 08:07:13,618 - Train: 19.08% [238700/1251000] [190.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002741] [CE 4.831 (4.824)] [KD 6.657 (6.377)] +2024-10-12 08:07:21,491 - Train: 19.08% [238750/1251000] [190.8/1000.0] [batch_t 0.150 (0.157)] [data_t 0.006] [optim_t 0.144] [lr 0.002741] [CE 4.955 (4.781)] [KD 6.758 (6.387)] +2024-10-12 08:07:28,950 - Train: 19.09% [238800/1251000] [190.9/1000.0] [batch_t 0.153 (0.149)] [data_t 0.006] [optim_t 0.147] [lr 0.002741] [CE 4.752 (4.828)] [KD 6.490 (6.336)] +2024-10-12 08:07:36,382 - Train: 19.09% [238850/1251000] [190.9/1000.0] [batch_t 0.156 (0.149)] [data_t 0.003] [optim_t 0.153] [lr 0.002741] [CE 5.118 (4.817)] [KD 6.179 (6.365)] +2024-10-12 08:07:43,861 - Train: 19.10% [238900/1251000] [191.0/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002741] [CE 5.548 (4.861)] [KD 6.616 (6.304)] +2024-10-12 08:07:49,797 - ==> Total time: 10:20:40 Eta: 1 day, 19:48:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 08:07:53,128 - Train: 19.10% [238950/1251000] [191.0/1000.0] [batch_t 0.146 (0.221)] [data_t 0.005] [optim_t 0.141] [lr 0.002741] [CE 4.889 (4.822)] [KD 6.573 (6.214)] +2024-10-12 08:08:00,696 - Train: 19.10% [239000/1251000] [191.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002740] [CE 5.261 (4.789)] [KD 6.543 (6.293)] +2024-10-12 08:08:08,246 - Train: 19.11% [239050/1251000] [191.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002740] [CE 4.829 (4.775)] [KD 6.213 (6.253)] +2024-10-12 08:08:16,196 - Train: 19.11% [239100/1251000] [191.1/1000.0] [batch_t 0.148 (0.159)] [data_t 0.003] [optim_t 0.145] [lr 0.002740] [CE 5.006 (4.850)] [KD 6.743 (6.412)] +2024-10-12 08:08:23,797 - Train: 19.12% [239150/1251000] [191.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002740] [CE 4.382 (4.829)] [KD 6.288 (6.409)] +2024-10-12 08:08:31,353 - Train: 19.12% [239200/1251000] [191.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002740] [CE 4.689 (4.844)] [KD 5.914 (6.329)] +2024-10-12 08:08:38,812 - Train: 19.12% [239250/1251000] [191.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002740] [CE 5.114 (4.835)] [KD 6.306 (6.231)] +2024-10-12 08:08:46,393 - Train: 19.13% [239300/1251000] [191.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.002740] [CE 4.738 (4.819)] [KD 6.547 (6.277)] +2024-10-12 08:08:53,909 - Train: 19.13% [239350/1251000] [191.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002740] [CE 5.147 (4.834)] [KD 6.727 (6.371)] +2024-10-12 08:09:01,588 - Train: 19.14% [239400/1251000] [191.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002740] [CE 4.613 (4.799)] [KD 6.192 (6.297)] +2024-10-12 08:09:09,231 - Train: 19.14% [239450/1251000] [191.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002740] [CE 5.096 (4.897)] [KD 6.579 (6.398)] +2024-10-12 08:09:16,765 - Train: 19.14% [239500/1251000] [191.4/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002739] [CE 4.329 (4.812)] [KD 6.287 (6.387)] +2024-10-12 08:09:24,399 - Train: 19.15% [239550/1251000] [191.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002739] [CE 4.905 (4.850)] [KD 6.142 (6.300)] +2024-10-12 08:09:31,940 - Train: 19.15% [239600/1251000] [191.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002739] [CE 4.451 (4.900)] [KD 6.473 (6.364)] +2024-10-12 08:09:39,341 - Train: 19.16% [239650/1251000] [191.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002739] [CE 5.032 (4.826)] [KD 6.152 (6.294)] +2024-10-12 08:09:47,107 - Train: 19.16% [239700/1251000] [191.6/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.002739] [CE 5.144 (4.908)] [KD 6.450 (6.428)] +2024-10-12 08:09:54,675 - Train: 19.16% [239750/1251000] [191.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002739] [CE 5.146 (4.827)] [KD 6.439 (6.355)] +2024-10-12 08:10:02,275 - Train: 19.17% [239800/1251000] [191.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.002739] [CE 4.428 (4.807)] [KD 6.276 (6.259)] +2024-10-12 08:10:09,787 - Train: 19.17% [239850/1251000] [191.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002739] [CE 4.478 (4.831)] [KD 6.192 (6.268)] +2024-10-12 08:10:17,182 - Train: 19.18% [239900/1251000] [191.8/1000.0] [batch_t 0.151 (0.148)] [data_t 0.003] [optim_t 0.148] [lr 0.002739] [CE 4.668 (4.837)] [KD 6.226 (6.239)] +2024-10-12 08:10:25,009 - Train: 19.18% [239950/1251000] [191.8/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.002738] [CE 4.750 (4.870)] [KD 6.243 (6.325)] +2024-10-12 08:10:32,628 - Train: 19.18% [240000/1251000] [191.8/1000.0] [batch_t 0.179 (0.152)] [data_t 0.005] [optim_t 0.174] [lr 0.002738] [CE 5.483 (4.886)] [KD 6.649 (6.389)] +2024-10-12 08:10:41,405 - Train: 19.19% [240050/1251000] [191.9/1000.0] [batch_t 0.190 (0.175)] [data_t 0.004] [optim_t 0.186] [lr 0.002738] [CE 4.673 (4.846)] [KD 6.296 (6.286)] +2024-10-12 08:10:49,508 - Train: 19.19% [240100/1251000] [191.9/1000.0] [batch_t 0.157 (0.162)] [data_t 0.006] [optim_t 0.151] [lr 0.002738] [CE 4.858 (4.837)] [KD 6.328 (6.310)] +2024-10-12 08:10:57,144 - Train: 19.20% [240150/1251000] [192.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.002738] [CE 4.713 (4.919)] [KD 6.225 (6.383)] +2024-10-12 08:11:03,496 - ==> Total time: 10:23:54 Eta: 1 day, 19:45:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 08:11:09,691 - Train: 19.20% [240200/1251000] [192.0/1000.0] [batch_t 0.141 (0.207)] [data_t 0.003] [optim_t 0.138] [lr 0.002738] [CE 5.042 (4.854)] [KD 6.536 (6.379)] +2024-10-12 08:11:17,328 - Train: 19.20% [240250/1251000] [192.0/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002738] [CE 4.430 (4.818)] [KD 5.986 (6.246)] +2024-10-12 08:11:24,651 - Train: 19.21% [240300/1251000] [192.1/1000.0] [batch_t 0.145 (0.146)] [data_t 0.005] [optim_t 0.140] [lr 0.002738] [CE 5.109 (4.756)] [KD 6.671 (6.225)] +2024-10-12 08:11:32,309 - Train: 19.21% [240350/1251000] [192.1/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.002738] [CE 4.864 (4.827)] [KD 6.014 (6.274)] +2024-10-12 08:11:39,963 - Train: 19.22% [240400/1251000] [192.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002738] [CE 4.880 (4.806)] [KD 6.878 (6.281)] +2024-10-12 08:11:47,519 - Train: 19.22% [240450/1251000] [192.2/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002737] [CE 4.709 (4.803)] [KD 6.575 (6.322)] +2024-10-12 08:11:54,901 - Train: 19.22% [240500/1251000] [192.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.002737] [CE 4.740 (4.807)] [KD 6.014 (6.296)] +2024-10-12 08:12:02,401 - Train: 19.23% [240550/1251000] [192.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002737] [CE 4.952 (4.830)] [KD 6.594 (6.336)] +2024-10-12 08:12:09,844 - Train: 19.23% [240600/1251000] [192.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002737] [CE 4.634 (4.851)] [KD 6.091 (6.349)] +2024-10-12 08:12:17,506 - Train: 19.24% [240650/1251000] [192.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002737] [CE 4.793 (4.845)] [KD 6.314 (6.341)] +2024-10-12 08:12:25,119 - Train: 19.24% [240700/1251000] [192.4/1000.0] [batch_t 0.169 (0.152)] [data_t 0.006] [optim_t 0.164] [lr 0.002737] [CE 4.743 (4.786)] [KD 6.124 (6.243)] +2024-10-12 08:12:32,638 - Train: 19.24% [240750/1251000] [192.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002737] [CE 5.082 (4.831)] [KD 6.255 (6.364)] +2024-10-12 08:12:40,368 - Train: 19.25% [240800/1251000] [192.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.002737] [CE 4.832 (4.884)] [KD 6.605 (6.379)] +2024-10-12 08:12:48,093 - Train: 19.25% [240850/1251000] [192.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.002737] [CE 4.352 (4.840)] [KD 6.374 (6.266)] +2024-10-12 08:12:55,668 - Train: 19.26% [240900/1251000] [192.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002736] [CE 5.439 (4.857)] [KD 6.346 (6.357)] +2024-10-12 08:13:03,119 - Train: 19.26% [240950/1251000] [192.6/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.002736] [CE 4.547 (4.824)] [KD 6.363 (6.383)] +2024-10-12 08:13:10,587 - Train: 19.26% [241000/1251000] [192.6/1000.0] [batch_t 0.143 (0.149)] [data_t 0.004] [optim_t 0.139] [lr 0.002736] [CE 4.729 (4.810)] [KD 6.291 (6.367)] +2024-10-12 08:13:18,252 - Train: 19.27% [241050/1251000] [192.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002736] [CE 5.039 (4.764)] [KD 6.682 (6.281)] +2024-10-12 08:13:25,811 - Train: 19.27% [241100/1251000] [192.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002736] [CE 4.601 (4.830)] [KD 6.191 (6.318)] +2024-10-12 08:13:33,357 - Train: 19.28% [241150/1251000] [192.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002736] [CE 4.699 (4.807)] [KD 6.244 (6.409)] +2024-10-12 08:13:41,054 - Train: 19.28% [241200/1251000] [192.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.002736] [CE 5.081 (4.860)] [KD 6.241 (6.307)] +2024-10-12 08:13:48,758 - Train: 19.28% [241250/1251000] [192.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.002736] [CE 4.763 (4.768)] [KD 6.437 (6.349)] +2024-10-12 08:13:56,337 - Train: 19.29% [241300/1251000] [192.9/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.002736] [CE 4.492 (4.910)] [KD 6.051 (6.363)] +2024-10-12 08:14:03,784 - Train: 19.29% [241350/1251000] [192.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.002735] [CE 4.539 (4.774)] [KD 6.242 (6.262)] +2024-10-12 08:14:11,343 - Train: 19.30% [241400/1251000] [193.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002735] [CE 4.978 (4.909)] [KD 6.214 (6.303)] +2024-10-12 08:14:17,651 - ==> Total time: 10:27:08 Eta: 1 day, 19:42:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 08:14:20,770 - Train: 19.30% [241450/1251000] [193.0/1000.0] [batch_t 0.150 (0.247)] [data_t 0.005] [optim_t 0.146] [lr 0.002735] [CE 4.761 (4.762)] [KD 6.080 (6.179)] +2024-10-12 08:14:28,397 - Train: 19.30% [241500/1251000] [193.0/1000.0] [batch_t 0.303 (0.152)] [data_t 0.003] [optim_t 0.300] [lr 0.002735] [CE 5.068 (4.766)] [KD 6.536 (6.233)] +2024-10-12 08:14:35,910 - Train: 19.31% [241550/1251000] [193.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002735] [CE 4.877 (4.788)] [KD 6.508 (6.257)] +2024-10-12 08:14:43,467 - Train: 19.31% [241600/1251000] [193.1/1000.0] [batch_t 0.160 (0.151)] [data_t 0.004] [optim_t 0.155] [lr 0.002735] [CE 4.775 (4.870)] [KD 6.127 (6.342)] +2024-10-12 08:14:51,133 - Train: 19.32% [241650/1251000] [193.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.007] [optim_t 0.143] [lr 0.002735] [CE 3.963 (4.816)] [KD 6.177 (6.289)] +2024-10-12 08:14:58,549 - Train: 19.32% [241700/1251000] [193.2/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.002735] [CE 4.464 (4.739)] [KD 5.933 (6.272)] +2024-10-12 08:15:06,048 - Train: 19.32% [241750/1251000] [193.2/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.002735] [CE 4.417 (4.764)] [KD 5.739 (6.318)] +2024-10-12 08:15:13,767 - Train: 19.33% [241800/1251000] [193.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002735] [CE 5.459 (4.859)] [KD 6.933 (6.354)] +2024-10-12 08:15:21,243 - Train: 19.33% [241850/1251000] [193.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002734] [CE 4.646 (4.757)] [KD 6.447 (6.240)] +2024-10-12 08:15:28,866 - Train: 19.34% [241900/1251000] [193.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.002734] [CE 5.089 (4.772)] [KD 6.031 (6.296)] +2024-10-12 08:15:36,427 - Train: 19.34% [241950/1251000] [193.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002734] [CE 4.879 (4.818)] [KD 6.535 (6.353)] +2024-10-12 08:15:43,794 - Train: 19.34% [242000/1251000] [193.4/1000.0] [batch_t 0.145 (0.147)] [data_t 0.003] [optim_t 0.142] [lr 0.002734] [CE 4.728 (4.858)] [KD 6.402 (6.358)] +2024-10-12 08:15:51,188 - Train: 19.35% [242050/1251000] [193.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002734] [CE 4.744 (4.889)] [KD 6.215 (6.357)] +2024-10-12 08:15:58,925 - Train: 19.35% [242100/1251000] [193.5/1000.0] [batch_t 0.144 (0.155)] [data_t 0.005] [optim_t 0.139] [lr 0.002734] [CE 4.730 (4.823)] [KD 6.335 (6.364)] +2024-10-12 08:16:06,386 - Train: 19.36% [242150/1251000] [193.6/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.002734] [CE 5.234 (4.811)] [KD 6.401 (6.382)] +2024-10-12 08:16:13,905 - Train: 19.36% [242200/1251000] [193.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002734] [CE 4.864 (4.875)] [KD 6.096 (6.295)] +2024-10-12 08:16:21,457 - Train: 19.36% [242250/1251000] [193.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002734] [CE 5.013 (4.835)] [KD 6.193 (6.355)] +2024-10-12 08:16:29,016 - Train: 19.37% [242300/1251000] [193.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002733] [CE 4.924 (4.889)] [KD 5.959 (6.289)] +2024-10-12 08:16:36,584 - Train: 19.37% [242350/1251000] [193.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002733] [CE 4.650 (4.806)] [KD 6.119 (6.290)] +2024-10-12 08:16:44,123 - Train: 19.38% [242400/1251000] [193.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002733] [CE 5.100 (4.818)] [KD 6.442 (6.331)] +2024-10-12 08:16:51,680 - Train: 19.38% [242450/1251000] [193.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002733] [CE 4.717 (4.849)] [KD 6.160 (6.333)] +2024-10-12 08:16:59,347 - Train: 19.38% [242500/1251000] [193.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002733] [CE 4.771 (4.808)] [KD 6.155 (6.228)] +2024-10-12 08:17:06,790 - Train: 19.39% [242550/1251000] [193.9/1000.0] [batch_t 0.143 (0.149)] [data_t 0.005] [optim_t 0.138] [lr 0.002733] [CE 4.775 (4.798)] [KD 6.439 (6.314)] +2024-10-12 08:17:14,255 - Train: 19.39% [242600/1251000] [193.9/1000.0] [batch_t 0.155 (0.149)] [data_t 0.004] [optim_t 0.151] [lr 0.002733] [CE 4.502 (4.908)] [KD 6.196 (6.408)] +2024-10-12 08:17:21,816 - Train: 19.40% [242650/1251000] [194.0/1000.0] [batch_t 0.159 (0.151)] [data_t 0.004] [optim_t 0.155] [lr 0.002733] [CE 4.442 (4.817)] [KD 6.091 (6.296)] +2024-10-12 08:17:28,379 - ==> Total time: 10:30:19 Eta: 1 day, 19:38:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 08:17:30,992 - Train: 19.40% [242700/1251000] [194.0/1000.0] [batch_t 0.151 (0.223)] [data_t 0.005] [optim_t 0.146] [lr 0.002733] [CE 4.861 (4.902)] [KD 6.116 (6.389)] +2024-10-12 08:17:38,656 - Train: 19.40% [242750/1251000] [194.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.002733] [CE 5.302 (4.820)] [KD 6.551 (6.291)] +2024-10-12 08:17:46,173 - Train: 19.41% [242800/1251000] [194.1/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.002732] [CE 4.182 (4.825)] [KD 6.163 (6.275)] +2024-10-12 08:17:53,939 - Train: 19.41% [242850/1251000] [194.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.002732] [CE 4.635 (4.759)] [KD 6.054 (6.373)] +2024-10-12 08:18:01,359 - Train: 19.42% [242900/1251000] [194.2/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002732] [CE 4.729 (4.854)] [KD 6.601 (6.385)] +2024-10-12 08:18:08,843 - Train: 19.42% [242950/1251000] [194.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002732] [CE 4.693 (4.813)] [KD 6.278 (6.294)] +2024-10-12 08:18:16,354 - Train: 19.42% [243000/1251000] [194.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002732] [CE 4.252 (4.635)] [KD 6.048 (6.203)] +2024-10-12 08:18:23,889 - Train: 19.43% [243050/1251000] [194.3/1000.0] [batch_t 0.143 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.002732] [CE 4.609 (4.839)] [KD 6.243 (6.252)] +2024-10-12 08:18:31,523 - Train: 19.43% [243100/1251000] [194.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.002732] [CE 4.792 (4.837)] [KD 6.015 (6.267)] +2024-10-12 08:18:39,025 - Train: 19.44% [243150/1251000] [194.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.007] [optim_t 0.142] [lr 0.002732] [CE 4.759 (4.891)] [KD 6.452 (6.335)] +2024-10-12 08:18:46,572 - Train: 19.44% [243200/1251000] [194.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.002732] [CE 4.825 (4.834)] [KD 6.263 (6.382)] +2024-10-12 08:18:53,986 - Train: 19.44% [243250/1251000] [194.4/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.002731] [CE 4.708 (4.869)] [KD 6.476 (6.425)] +2024-10-12 08:19:01,672 - Train: 19.45% [243300/1251000] [194.5/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.002731] [CE 4.896 (4.813)] [KD 6.462 (6.305)] +2024-10-12 08:19:09,064 - Train: 19.45% [243350/1251000] [194.5/1000.0] [batch_t 0.151 (0.148)] [data_t 0.003] [optim_t 0.148] [lr 0.002731] [CE 4.585 (4.869)] [KD 6.435 (6.465)] +2024-10-12 08:19:16,569 - Train: 19.46% [243400/1251000] [194.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002731] [CE 5.544 (4.809)] [KD 6.706 (6.328)] +2024-10-12 08:19:24,118 - Train: 19.46% [243450/1251000] [194.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002731] [CE 4.865 (4.845)] [KD 6.100 (6.307)] +2024-10-12 08:19:31,797 - Train: 19.46% [243500/1251000] [194.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002731] [CE 5.079 (4.835)] [KD 6.081 (6.258)] +2024-10-12 08:19:39,174 - Train: 19.47% [243550/1251000] [194.7/1000.0] [batch_t 0.148 (0.147)] [data_t 0.006] [optim_t 0.142] [lr 0.002731] [CE 5.150 (4.816)] [KD 6.462 (6.239)] +2024-10-12 08:19:46,706 - Train: 19.47% [243600/1251000] [194.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002731] [CE 5.131 (4.866)] [KD 6.253 (6.291)] +2024-10-12 08:19:54,338 - Train: 19.48% [243650/1251000] [194.8/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.002731] [CE 4.798 (4.860)] [KD 6.407 (6.325)] +2024-10-12 08:20:01,846 - Train: 19.48% [243700/1251000] [194.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002730] [CE 4.700 (4.767)] [KD 6.560 (6.257)] +2024-10-12 08:20:09,267 - Train: 19.48% [243750/1251000] [194.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002730] [CE 5.099 (4.917)] [KD 6.449 (6.418)] +2024-10-12 08:20:16,725 - Train: 19.49% [243800/1251000] [194.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002730] [CE 5.096 (4.800)] [KD 6.523 (6.336)] +2024-10-12 08:20:24,419 - Train: 19.49% [243850/1251000] [194.9/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.002730] [CE 4.935 (4.830)] [KD 6.268 (6.331)] +2024-10-12 08:20:32,098 - Train: 19.50% [243900/1251000] [195.0/1000.0] [batch_t 0.283 (0.153)] [data_t 0.004] [optim_t 0.279] [lr 0.002730] [CE 4.990 (4.872)] [KD 6.162 (6.323)] +2024-10-12 08:20:44,504 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 28766] [top5_cnt 40633] [top_all 50000] +2024-10-12 08:20:44,504 - net: 57.532 (81.266) +2024-10-12 08:20:50,200 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.104)] [top1_cnt 34167] [top5_cnt 44213] [top_all 50000] +2024-10-12 08:20:50,201 - net_E: 68.334 (88.426) +2024-10-12 08:20:50,317 - Max [top1: 60.726 (epoch: 170)] [top1-ema: 68.338 (epoch: 190)] +2024-10-12 08:20:50,318 - ==> Total time: 10:33:41 Eta: 1 day, 19:35:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 08:20:53,459 - Train: 19.50% [243950/1251000] [195.0/1000.0] [batch_t 0.162 (0.243)] [data_t 0.005] [optim_t 0.157] [lr 0.002730] [CE 5.140 (4.643)] [KD 6.148 (6.390)] +2024-10-12 08:21:00,922 - Train: 19.50% [244000/1251000] [195.0/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002730] [CE 5.164 (4.808)] [KD 6.015 (6.205)] +2024-10-12 08:21:08,676 - Train: 19.51% [244050/1251000] [195.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.142] [lr 0.002730] [CE 5.013 (4.799)] [KD 6.275 (6.236)] +2024-10-12 08:21:16,117 - Train: 19.51% [244100/1251000] [195.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.008] [optim_t 0.144] [lr 0.002730] [CE 4.830 (4.842)] [KD 6.359 (6.287)] +2024-10-12 08:21:23,688 - Train: 19.52% [244150/1251000] [195.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002730] [CE 4.690 (4.797)] [KD 6.155 (6.251)] +2024-10-12 08:21:31,249 - Train: 19.52% [244200/1251000] [195.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002729] [CE 4.740 (4.784)] [KD 6.099 (6.366)] +2024-10-12 08:21:39,204 - Train: 19.52% [244250/1251000] [195.2/1000.0] [batch_t 0.146 (0.159)] [data_t 0.004] [optim_t 0.142] [lr 0.002729] [CE 5.186 (4.777)] [KD 6.579 (6.232)] +2024-10-12 08:21:46,711 - Train: 19.53% [244300/1251000] [195.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002729] [CE 4.914 (4.778)] [KD 6.086 (6.339)] +2024-10-12 08:21:54,289 - Train: 19.53% [244350/1251000] [195.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.002729] [CE 4.745 (4.756)] [KD 6.431 (6.257)] +2024-10-12 08:22:01,739 - Train: 19.54% [244400/1251000] [195.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002729] [CE 4.854 (4.826)] [KD 6.311 (6.294)] +2024-10-12 08:22:09,315 - Train: 19.54% [244450/1251000] [195.4/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002729] [CE 5.064 (4.834)] [KD 6.218 (6.290)] +2024-10-12 08:22:16,987 - Train: 19.54% [244500/1251000] [195.4/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.002729] [CE 5.367 (4.861)] [KD 6.918 (6.286)] +2024-10-12 08:22:24,420 - Train: 19.55% [244550/1251000] [195.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002729] [CE 5.308 (4.832)] [KD 6.275 (6.284)] +2024-10-12 08:22:31,878 - Train: 19.55% [244600/1251000] [195.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002729] [CE 4.922 (4.904)] [KD 6.526 (6.323)] +2024-10-12 08:22:39,409 - Train: 19.56% [244650/1251000] [195.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002728] [CE 4.892 (4.885)] [KD 6.274 (6.429)] +2024-10-12 08:22:47,161 - Train: 19.56% [244700/1251000] [195.6/1000.0] [batch_t 0.144 (0.155)] [data_t 0.004] [optim_t 0.140] [lr 0.002728] [CE 5.124 (4.831)] [KD 6.453 (6.333)] +2024-10-12 08:22:54,679 - Train: 19.56% [244750/1251000] [195.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002728] [CE 4.937 (4.849)] [KD 6.069 (6.334)] +2024-10-12 08:23:02,135 - Train: 19.57% [244800/1251000] [195.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.009] [optim_t 0.141] [lr 0.002728] [CE 4.944 (4.849)] [KD 6.513 (6.325)] +2024-10-12 08:23:09,634 - Train: 19.57% [244850/1251000] [195.7/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.002728] [CE 4.929 (4.819)] [KD 6.525 (6.353)] +2024-10-12 08:23:17,385 - Train: 19.58% [244900/1251000] [195.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002728] [CE 4.566 (4.768)] [KD 6.066 (6.297)] +2024-10-12 08:23:24,828 - Train: 19.58% [244950/1251000] [195.8/1000.0] [batch_t 0.175 (0.149)] [data_t 0.003] [optim_t 0.173] [lr 0.002728] [CE 5.012 (4.872)] [KD 5.888 (6.318)] +2024-10-12 08:23:32,374 - Train: 19.58% [245000/1251000] [195.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002728] [CE 4.573 (4.920)] [KD 6.349 (6.426)] +2024-10-12 08:23:39,895 - Train: 19.59% [245050/1251000] [195.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.146] [lr 0.002728] [CE 4.537 (4.848)] [KD 6.402 (6.271)] +2024-10-12 08:23:47,926 - Train: 19.59% [245100/1251000] [195.9/1000.0] [batch_t 0.146 (0.160)] [data_t 0.004] [optim_t 0.143] [lr 0.002727] [CE 4.660 (4.783)] [KD 6.144 (6.297)] +2024-10-12 08:23:55,391 - Train: 19.60% [245150/1251000] [196.0/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002727] [CE 4.561 (4.807)] [KD 6.318 (6.220)] +2024-10-12 08:24:02,296 - ==> Total time: 10:36:53 Eta: 1 day, 19:32:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 08:24:08,021 - Train: 19.60% [245200/1251000] [196.0/1000.0] [batch_t 0.146 (0.260)] [data_t 0.007] [optim_t 0.139] [lr 0.002727] [CE 4.802 (4.947)] [KD 6.336 (6.124)] +2024-10-12 08:24:15,446 - Train: 19.60% [245250/1251000] [196.0/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002727] [CE 5.066 (4.759)] [KD 6.514 (6.157)] +2024-10-12 08:24:23,201 - Train: 19.61% [245300/1251000] [196.1/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.002727] [CE 4.619 (4.794)] [KD 6.376 (6.355)] +2024-10-12 08:24:30,957 - Train: 19.61% [245350/1251000] [196.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.002727] [CE 5.558 (4.937)] [KD 6.586 (6.320)] +2024-10-12 08:24:38,512 - Train: 19.62% [245400/1251000] [196.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002727] [CE 4.313 (4.870)] [KD 6.105 (6.304)] +2024-10-12 08:24:46,248 - Train: 19.62% [245450/1251000] [196.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002727] [CE 4.809 (4.840)] [KD 6.412 (6.279)] +2024-10-12 08:24:54,018 - Train: 19.62% [245500/1251000] [196.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.002727] [CE 4.711 (4.848)] [KD 6.273 (6.279)] +2024-10-12 08:25:01,784 - Train: 19.63% [245550/1251000] [196.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.002727] [CE 4.771 (4.791)] [KD 5.961 (6.268)] +2024-10-12 08:25:09,304 - Train: 19.63% [245600/1251000] [196.3/1000.0] [batch_t 0.165 (0.150)] [data_t 0.003] [optim_t 0.162] [lr 0.002726] [CE 4.931 (4.778)] [KD 6.397 (6.288)] +2024-10-12 08:25:16,884 - Train: 19.64% [245650/1251000] [196.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002726] [CE 4.350 (4.819)] [KD 6.106 (6.326)] +2024-10-12 08:25:24,623 - Train: 19.64% [245700/1251000] [196.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.002726] [CE 4.883 (4.842)] [KD 6.267 (6.317)] +2024-10-12 08:25:32,304 - Train: 19.64% [245750/1251000] [196.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.002726] [CE 4.263 (4.832)] [KD 6.255 (6.354)] +2024-10-12 08:25:39,862 - Train: 19.65% [245800/1251000] [196.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002726] [CE 5.164 (4.804)] [KD 6.414 (6.362)] +2024-10-12 08:25:47,530 - Train: 19.65% [245850/1251000] [196.5/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.002726] [CE 4.308 (4.857)] [KD 6.197 (6.262)] +2024-10-12 08:25:55,456 - Train: 19.66% [245900/1251000] [196.6/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.002726] [CE 4.927 (4.788)] [KD 6.267 (6.300)] +2024-10-12 08:26:03,308 - Train: 19.66% [245950/1251000] [196.6/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.002726] [CE 4.577 (4.867)] [KD 6.023 (6.292)] +2024-10-12 08:26:11,003 - Train: 19.66% [246000/1251000] [196.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.002726] [CE 4.839 (4.781)] [KD 6.294 (6.388)] +2024-10-12 08:26:18,698 - Train: 19.67% [246050/1251000] [196.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002725] [CE 5.175 (4.820)] [KD 6.269 (6.308)] +2024-10-12 08:26:26,188 - Train: 19.67% [246100/1251000] [196.7/1000.0] [batch_t 0.155 (0.150)] [data_t 0.005] [optim_t 0.150] [lr 0.002725] [CE 4.566 (4.768)] [KD 6.188 (6.323)] +2024-10-12 08:26:33,883 - Train: 19.68% [246150/1251000] [196.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002725] [CE 4.825 (4.893)] [KD 6.665 (6.389)] +2024-10-12 08:26:41,421 - Train: 19.68% [246200/1251000] [196.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002725] [CE 5.163 (4.848)] [KD 6.679 (6.374)] +2024-10-12 08:26:49,008 - Train: 19.68% [246250/1251000] [196.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002725] [CE 4.825 (4.884)] [KD 6.363 (6.370)] +2024-10-12 08:26:56,483 - Train: 19.69% [246300/1251000] [196.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.002725] [CE 5.211 (4.827)] [KD 6.592 (6.280)] +2024-10-12 08:27:04,118 - Train: 19.69% [246350/1251000] [196.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.002725] [CE 4.470 (4.744)] [KD 5.965 (6.231)] +2024-10-12 08:27:12,000 - Train: 19.70% [246400/1251000] [197.0/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.002725] [CE 4.763 (4.815)] [KD 6.287 (6.324)] +2024-10-12 08:27:18,951 - ==> Total time: 10:40:09 Eta: 1 day, 19:29:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 08:27:21,455 - Train: 19.70% [246450/1251000] [197.0/1000.0] [batch_t 0.147 (0.298)] [data_t 0.003] [optim_t 0.144] [lr 0.002725] [CE 4.681 (4.696)] [KD 5.817 (6.101)] +2024-10-12 08:27:29,275 - Train: 19.70% [246500/1251000] [197.0/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.002724] [CE 4.467 (4.797)] [KD 5.911 (6.270)] +2024-10-12 08:27:36,860 - Train: 19.71% [246550/1251000] [197.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.002724] [CE 4.744 (4.760)] [KD 6.641 (6.262)] +2024-10-12 08:27:44,523 - Train: 19.71% [246600/1251000] [197.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002724] [CE 4.930 (4.827)] [KD 6.305 (6.267)] +2024-10-12 08:27:52,095 - Train: 19.72% [246650/1251000] [197.2/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.002724] [CE 5.020 (4.800)] [KD 6.263 (6.215)] +2024-10-12 08:27:59,894 - Train: 19.72% [246700/1251000] [197.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.002724] [CE 4.945 (4.894)] [KD 6.524 (6.254)] +2024-10-12 08:28:07,731 - Train: 19.72% [246750/1251000] [197.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.002724] [CE 4.927 (4.859)] [KD 6.320 (6.255)] +2024-10-12 08:28:15,468 - Train: 19.73% [246800/1251000] [197.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.002724] [CE 4.269 (4.811)] [KD 5.838 (6.310)] +2024-10-12 08:28:22,954 - Train: 19.73% [246850/1251000] [197.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002724] [CE 4.917 (4.814)] [KD 6.491 (6.325)] +2024-10-12 08:28:30,826 - Train: 19.74% [246900/1251000] [197.4/1000.0] [batch_t 0.146 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.002724] [CE 5.097 (4.813)] [KD 6.510 (6.307)] +2024-10-12 08:28:38,528 - Train: 19.74% [246950/1251000] [197.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.002723] [CE 4.642 (4.802)] [KD 6.199 (6.268)] +2024-10-12 08:28:46,066 - Train: 19.74% [247000/1251000] [197.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002723] [CE 4.757 (4.911)] [KD 6.118 (6.270)] +2024-10-12 08:28:53,679 - Train: 19.75% [247050/1251000] [197.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002723] [CE 5.065 (4.814)] [KD 6.727 (6.322)] +2024-10-12 08:29:01,169 - Train: 19.75% [247100/1251000] [197.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002723] [CE 5.320 (4.830)] [KD 6.287 (6.336)] +2024-10-12 08:29:08,723 - Train: 19.76% [247150/1251000] [197.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002723] [CE 5.099 (4.890)] [KD 6.422 (6.422)] +2024-10-12 08:29:16,549 - Train: 19.76% [247200/1251000] [197.6/1000.0] [batch_t 0.289 (0.156)] [data_t 0.005] [optim_t 0.284] [lr 0.002723] [CE 4.849 (4.846)] [KD 6.289 (6.265)] +2024-10-12 08:29:24,212 - Train: 19.76% [247250/1251000] [197.6/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002723] [CE 5.288 (4.851)] [KD 6.572 (6.443)] +2024-10-12 08:29:31,866 - Train: 19.77% [247300/1251000] [197.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.002723] [CE 4.518 (4.805)] [KD 6.237 (6.359)] +2024-10-12 08:29:39,609 - Train: 19.77% [247350/1251000] [197.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.002723] [CE 4.952 (4.926)] [KD 6.216 (6.355)] +2024-10-12 08:29:47,176 - Train: 19.78% [247400/1251000] [197.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002723] [CE 4.763 (4.800)] [KD 6.056 (6.292)] +2024-10-12 08:29:54,828 - Train: 19.78% [247450/1251000] [197.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002722] [CE 4.999 (4.826)] [KD 6.322 (6.215)] +2024-10-12 08:30:02,354 - Train: 19.78% [247500/1251000] [197.8/1000.0] [batch_t 0.158 (0.150)] [data_t 0.003] [optim_t 0.155] [lr 0.002722] [CE 4.889 (4.852)] [KD 6.246 (6.306)] +2024-10-12 08:30:10,046 - Train: 19.79% [247550/1251000] [197.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002722] [CE 5.102 (4.761)] [KD 6.767 (6.255)] +2024-10-12 08:30:17,806 - Train: 19.79% [247600/1251000] [197.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002722] [CE 5.032 (4.854)] [KD 5.956 (6.270)] +2024-10-12 08:30:25,523 - Train: 19.80% [247650/1251000] [198.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.002722] [CE 4.531 (4.845)] [KD 5.891 (6.283)] +2024-10-12 08:30:32,605 - ==> Total time: 10:43:23 Eta: 1 day, 19:26:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 08:30:34,968 - Train: 19.80% [247700/1251000] [198.0/1000.0] [batch_t 0.151 (0.408)] [data_t 0.003] [optim_t 0.148] [lr 0.002722] [CE 4.955 (4.951)] [KD 6.149 (6.107)] +2024-10-12 08:30:42,908 - Train: 19.80% [247750/1251000] [198.0/1000.0] [batch_t 0.148 (0.159)] [data_t 0.007] [optim_t 0.142] [lr 0.002722] [CE 4.415 (4.815)] [KD 6.139 (6.260)] +2024-10-12 08:30:50,404 - Train: 19.81% [247800/1251000] [198.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002722] [CE 4.596 (4.830)] [KD 6.256 (6.271)] +2024-10-12 08:30:58,049 - Train: 19.81% [247850/1251000] [198.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002722] [CE 5.224 (4.809)] [KD 6.127 (6.332)] +2024-10-12 08:31:05,590 - Train: 19.82% [247900/1251000] [198.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002721] [CE 4.634 (4.859)] [KD 6.153 (6.243)] +2024-10-12 08:31:13,236 - Train: 19.82% [247950/1251000] [198.2/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.002721] [CE 5.139 (4.846)] [KD 6.477 (6.308)] +2024-10-12 08:31:20,889 - Train: 19.82% [248000/1251000] [198.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002721] [CE 5.324 (4.830)] [KD 6.500 (6.278)] +2024-10-12 08:31:28,850 - Train: 19.83% [248050/1251000] [198.3/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.002721] [CE 4.406 (4.824)] [KD 6.392 (6.396)] +2024-10-12 08:31:36,396 - Train: 19.83% [248100/1251000] [198.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002721] [CE 4.837 (4.838)] [KD 6.016 (6.373)] +2024-10-12 08:31:44,058 - Train: 19.84% [248150/1251000] [198.4/1000.0] [batch_t 0.158 (0.153)] [data_t 0.005] [optim_t 0.154] [lr 0.002721] [CE 4.222 (4.870)] [KD 5.999 (6.298)] +2024-10-12 08:31:51,753 - Train: 19.84% [248200/1251000] [198.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002721] [CE 4.206 (4.840)] [KD 6.118 (6.386)] +2024-10-12 08:31:59,195 - Train: 19.84% [248250/1251000] [198.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002721] [CE 4.566 (4.826)] [KD 6.554 (6.348)] +2024-10-12 08:32:06,841 - Train: 19.85% [248300/1251000] [198.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.002721] [CE 4.857 (4.816)] [KD 6.110 (6.362)] +2024-10-12 08:32:14,532 - Train: 19.85% [248350/1251000] [198.5/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.002720] [CE 4.690 (4.820)] [KD 6.460 (6.325)] +2024-10-12 08:32:21,970 - Train: 19.86% [248400/1251000] [198.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002720] [CE 5.048 (4.849)] [KD 6.786 (6.393)] +2024-10-12 08:32:29,420 - Train: 19.86% [248450/1251000] [198.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002720] [CE 5.153 (4.910)] [KD 6.342 (6.396)] +2024-10-12 08:32:37,352 - Train: 19.86% [248500/1251000] [198.6/1000.0] [batch_t 0.154 (0.159)] [data_t 0.005] [optim_t 0.149] [lr 0.002720] [CE 4.751 (4.854)] [KD 6.112 (6.419)] +2024-10-12 08:32:44,800 - Train: 19.87% [248550/1251000] [198.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002720] [CE 4.916 (4.911)] [KD 6.511 (6.484)] +2024-10-12 08:32:52,545 - Train: 19.87% [248600/1251000] [198.7/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002720] [CE 4.499 (4.772)] [KD 6.353 (6.298)] +2024-10-12 08:33:00,118 - Train: 19.88% [248650/1251000] [198.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002720] [CE 5.278 (4.765)] [KD 6.396 (6.219)] +2024-10-12 08:33:07,703 - Train: 19.88% [248700/1251000] [198.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002720] [CE 4.265 (4.804)] [KD 5.998 (6.379)] +2024-10-12 08:33:15,200 - Train: 19.88% [248750/1251000] [198.8/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.002720] [CE 4.812 (4.894)] [KD 6.165 (6.324)] +2024-10-12 08:33:22,712 - Train: 19.89% [248800/1251000] [198.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002719] [CE 4.802 (4.791)] [KD 6.153 (6.306)] +2024-10-12 08:33:30,240 - Train: 19.89% [248850/1251000] [198.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002719] [CE 4.683 (4.835)] [KD 6.286 (6.311)] +2024-10-12 08:33:37,995 - Train: 19.90% [248900/1251000] [199.0/1000.0] [batch_t 0.150 (0.155)] [data_t 0.008] [optim_t 0.142] [lr 0.002719] [CE 4.964 (4.833)] [KD 6.332 (6.309)] +2024-10-12 08:33:45,179 - ==> Total time: 10:46:36 Eta: 1 day, 19:22:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 08:33:47,506 - Train: 19.90% [248950/1251000] [199.0/1000.0] [batch_t 0.553 (0.553)] [data_t 0.380] [optim_t 0.173] [lr 0.002719] [CE 4.860 (4.860)] [KD 6.138 (6.138)] +2024-10-12 08:33:55,241 - Train: 19.90% [249000/1251000] [199.0/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002719] [CE 5.089 (4.874)] [KD 6.249 (6.241)] +2024-10-12 08:34:02,710 - Train: 19.91% [249050/1251000] [199.1/1000.0] [batch_t 0.162 (0.149)] [data_t 0.004] [optim_t 0.158] [lr 0.002719] [CE 5.102 (4.809)] [KD 6.275 (6.246)] +2024-10-12 08:34:10,505 - Train: 19.91% [249100/1251000] [199.1/1000.0] [batch_t 0.157 (0.156)] [data_t 0.004] [optim_t 0.153] [lr 0.002719] [CE 5.116 (4.720)] [KD 6.216 (6.194)] +2024-10-12 08:34:18,044 - Train: 19.92% [249150/1251000] [199.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002719] [CE 4.641 (4.833)] [KD 6.114 (6.278)] +2024-10-12 08:34:25,562 - Train: 19.92% [249200/1251000] [199.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002719] [CE 4.806 (4.870)] [KD 6.175 (6.307)] +2024-10-12 08:34:33,272 - Train: 19.92% [249250/1251000] [199.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.002718] [CE 4.950 (4.817)] [KD 6.045 (6.195)] +2024-10-12 08:34:40,997 - Train: 19.93% [249300/1251000] [199.3/1000.0] [batch_t 0.144 (0.154)] [data_t 0.005] [optim_t 0.139] [lr 0.002718] [CE 4.178 (4.825)] [KD 6.201 (6.330)] +2024-10-12 08:34:48,824 - Train: 19.93% [249350/1251000] [199.3/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.002718] [CE 4.859 (4.832)] [KD 6.537 (6.241)] +2024-10-12 08:34:56,301 - Train: 19.94% [249400/1251000] [199.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.002718] [CE 4.791 (4.839)] [KD 6.316 (6.378)] +2024-10-12 08:35:03,890 - Train: 19.94% [249450/1251000] [199.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.002718] [CE 4.734 (4.791)] [KD 6.080 (6.254)] +2024-10-12 08:35:11,486 - Train: 19.94% [249500/1251000] [199.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002718] [CE 4.686 (4.803)] [KD 6.202 (6.305)] +2024-10-12 08:35:19,056 - Train: 19.95% [249550/1251000] [199.5/1000.0] [batch_t 0.143 (0.151)] [data_t 0.003] [optim_t 0.139] [lr 0.002718] [CE 4.804 (4.845)] [KD 6.234 (6.316)] +2024-10-12 08:35:26,585 - Train: 19.95% [249600/1251000] [199.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002718] [CE 4.892 (4.828)] [KD 6.384 (6.281)] +2024-10-12 08:35:34,120 - Train: 19.96% [249650/1251000] [199.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002718] [CE 4.912 (4.865)] [KD 6.600 (6.374)] +2024-10-12 08:35:41,742 - Train: 19.96% [249700/1251000] [199.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002717] [CE 4.569 (4.759)] [KD 5.733 (6.212)] +2024-10-12 08:35:49,254 - Train: 19.96% [249750/1251000] [199.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002717] [CE 4.918 (4.779)] [KD 6.601 (6.328)] +2024-10-12 08:35:56,692 - Train: 19.97% [249800/1251000] [199.7/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.002717] [CE 5.082 (4.827)] [KD 6.982 (6.382)] +2024-10-12 08:36:04,550 - Train: 19.97% [249850/1251000] [199.7/1000.0] [batch_t 0.157 (0.157)] [data_t 0.006] [optim_t 0.151] [lr 0.002717] [CE 4.998 (4.884)] [KD 6.494 (6.404)] +2024-10-12 08:36:12,197 - Train: 19.98% [249900/1251000] [199.8/1000.0] [batch_t 0.282 (0.153)] [data_t 0.003] [optim_t 0.279] [lr 0.002717] [CE 4.957 (4.917)] [KD 6.502 (6.395)] +2024-10-12 08:36:19,771 - Train: 19.98% [249950/1251000] [199.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002717] [CE 5.040 (4.814)] [KD 6.413 (6.247)] +2024-10-12 08:36:27,191 - Train: 19.98% [250000/1251000] [199.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.002717] [CE 4.626 (4.832)] [KD 6.192 (6.304)] +2024-10-12 08:36:34,716 - Train: 19.99% [250050/1251000] [199.9/1000.0] [batch_t 0.153 (0.150)] [data_t 0.003] [optim_t 0.150] [lr 0.002717] [CE 5.229 (4.819)] [KD 6.350 (6.296)] +2024-10-12 08:36:42,421 - Train: 19.99% [250100/1251000] [199.9/1000.0] [batch_t 0.158 (0.154)] [data_t 0.004] [optim_t 0.154] [lr 0.002717] [CE 4.881 (4.889)] [KD 6.283 (6.352)] +2024-10-12 08:36:50,082 - Train: 20.00% [250150/1251000] [200.0/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002717] [CE 4.491 (4.811)] [KD 6.108 (6.287)] +2024-10-12 08:36:57,633 - Train: 20.00% [250200/1251000] [200.0/1000.0] [batch_t 0.139 (0.151)] [data_t 0.005] [optim_t 0.134] [lr 0.002716] [CE 4.975 (4.847)] [KD 6.436 (6.374)] +2024-10-12 08:37:03,317 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 29418] [top5_cnt 41104] [top_all 50000] +2024-10-12 08:37:03,317 - net: 58.836 (82.208) +2024-10-12 08:37:09,178 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 34201] [top5_cnt 44238] [top_all 50000] +2024-10-12 08:37:09,178 - net_E: 68.402 (88.476) +2024-10-12 08:37:09,330 - Max [top1: 60.726 (epoch: 170)] [top1-ema: 68.402 (epoch: 200)] +2024-10-12 08:37:09,330 - ==> Total time: 10:50:00 Eta: 1 day, 19:20:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 08:37:19,597 - Train: 20.00% [250250/1251000] [200.0/1000.0] [batch_t 0.155 (0.159)] [data_t 0.004] [optim_t 0.151] [lr 0.002716] [CE 5.074 (4.850)] [KD 6.159 (6.296)] +2024-10-12 08:37:27,173 - Train: 20.01% [250300/1251000] [200.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002716] [CE 5.037 (4.904)] [KD 6.267 (6.275)] +2024-10-12 08:37:34,625 - Train: 20.01% [250350/1251000] [200.1/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.002716] [CE 4.407 (4.822)] [KD 6.280 (6.327)] +2024-10-12 08:37:42,085 - Train: 20.02% [250400/1251000] [200.2/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002716] [CE 4.912 (4.880)] [KD 6.615 (6.344)] +2024-10-12 08:37:49,563 - Train: 20.02% [250450/1251000] [200.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002716] [CE 4.756 (4.775)] [KD 6.287 (6.251)] +2024-10-12 08:37:57,491 - Train: 20.02% [250500/1251000] [200.2/1000.0] [batch_t 0.146 (0.158)] [data_t 0.005] [optim_t 0.142] [lr 0.002716] [CE 4.792 (4.853)] [KD 6.116 (6.329)] +2024-10-12 08:38:05,151 - Train: 20.03% [250550/1251000] [200.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.002716] [CE 5.141 (4.772)] [KD 6.601 (6.295)] +2024-10-12 08:38:12,917 - Train: 20.03% [250600/1251000] [200.3/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002716] [CE 4.966 (4.823)] [KD 6.695 (6.349)] +2024-10-12 08:38:20,644 - Train: 20.04% [250650/1251000] [200.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002715] [CE 5.087 (4.772)] [KD 6.528 (6.374)] +2024-10-12 08:38:28,073 - Train: 20.04% [250700/1251000] [200.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002715] [CE 4.523 (4.790)] [KD 5.890 (6.268)] +2024-10-12 08:38:35,521 - Train: 20.04% [250750/1251000] [200.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002715] [CE 4.685 (4.823)] [KD 6.055 (6.338)] +2024-10-12 08:38:43,084 - Train: 20.05% [250800/1251000] [200.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.002715] [CE 5.204 (4.852)] [KD 6.772 (6.261)] +2024-10-12 08:38:50,649 - Train: 20.05% [250850/1251000] [200.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002715] [CE 4.974 (4.811)] [KD 6.252 (6.317)] +2024-10-12 08:38:58,232 - Train: 20.06% [250900/1251000] [200.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002715] [CE 4.929 (4.782)] [KD 6.525 (6.298)] +2024-10-12 08:39:05,839 - Train: 20.06% [250950/1251000] [200.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002715] [CE 4.761 (4.834)] [KD 6.362 (6.318)] +2024-10-12 08:39:13,535 - Train: 20.06% [251000/1251000] [200.6/1000.0] [batch_t 0.284 (0.154)] [data_t 0.005] [optim_t 0.278] [lr 0.002715] [CE 5.262 (4.861)] [KD 6.814 (6.348)] +2024-10-12 08:39:21,054 - Train: 20.07% [251050/1251000] [200.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002715] [CE 4.612 (4.823)] [KD 6.214 (6.333)] +2024-10-12 08:39:28,714 - Train: 20.07% [251100/1251000] [200.7/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002714] [CE 4.747 (4.835)] [KD 6.194 (6.207)] +2024-10-12 08:39:36,137 - Train: 20.08% [251150/1251000] [200.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002714] [CE 4.792 (4.804)] [KD 6.388 (6.324)] +2024-10-12 08:39:43,540 - Train: 20.08% [251200/1251000] [200.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002714] [CE 5.258 (4.900)] [KD 6.814 (6.415)] +2024-10-12 08:39:51,211 - Train: 20.08% [251250/1251000] [200.8/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.002714] [CE 4.662 (4.870)] [KD 6.274 (6.331)] +2024-10-12 08:39:58,792 - Train: 20.09% [251300/1251000] [200.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002714] [CE 4.889 (4.851)] [KD 6.297 (6.297)] +2024-10-12 08:40:06,423 - Train: 20.09% [251350/1251000] [200.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.002714] [CE 5.071 (4.821)] [KD 6.042 (6.288)] +2024-10-12 08:40:13,847 - Train: 20.10% [251400/1251000] [201.0/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002714] [CE 4.998 (4.863)] [KD 6.605 (6.277)] +2024-10-12 08:40:21,337 - Train: 20.10% [251450/1251000] [201.0/1000.0] [batch_t 0.139 (0.150)] [data_t 0.005] [optim_t 0.134] [lr 0.002714] [CE 4.800 (4.840)] [KD 6.416 (6.302)] +2024-10-12 08:40:27,120 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 30421] [top5_cnt 41969] [top_all 50000] +2024-10-12 08:40:27,120 - net: 60.842 (83.938) +2024-10-12 08:40:32,899 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 34228] [top5_cnt 44240] [top_all 50000] +2024-10-12 08:40:32,899 - net_E: 68.456 (88.480) +2024-10-12 08:40:33,043 - Max [top1: 60.842 (epoch: 201)] [top1-ema: 68.456 (epoch: 201)] +2024-10-12 08:40:33,044 - ==> Total time: 10:53:24 Eta: 1 day, 19:17:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 08:40:44,506 - Train: 20.10% [251500/1251000] [201.0/1000.0] [batch_t 0.152 (0.163)] [data_t 0.005] [optim_t 0.146] [lr 0.002714] [CE 4.579 (4.816)] [KD 5.916 (6.213)] +2024-10-12 08:40:52,015 - Train: 20.11% [251550/1251000] [201.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002713] [CE 5.538 (4.812)] [KD 6.320 (6.284)] +2024-10-12 08:40:59,645 - Train: 20.11% [251600/1251000] [201.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002713] [CE 5.043 (4.873)] [KD 6.088 (6.273)] +2024-10-12 08:41:07,426 - Train: 20.12% [251650/1251000] [201.2/1000.0] [batch_t 0.161 (0.156)] [data_t 0.005] [optim_t 0.156] [lr 0.002713] [CE 4.967 (4.794)] [KD 6.582 (6.236)] +2024-10-12 08:41:14,924 - Train: 20.12% [251700/1251000] [201.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.002713] [CE 4.876 (4.773)] [KD 6.182 (6.225)] +2024-10-12 08:41:22,815 - Train: 20.12% [251750/1251000] [201.2/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.002713] [CE 4.494 (4.812)] [KD 6.337 (6.237)] +2024-10-12 08:41:30,337 - Train: 20.13% [251800/1251000] [201.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002713] [CE 4.840 (4.775)] [KD 6.446 (6.306)] +2024-10-12 08:41:37,896 - Train: 20.13% [251850/1251000] [201.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002713] [CE 4.829 (4.840)] [KD 6.205 (6.330)] +2024-10-12 08:41:45,473 - Train: 20.14% [251900/1251000] [201.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002713] [CE 4.618 (4.820)] [KD 5.961 (6.250)] +2024-10-12 08:41:53,181 - Train: 20.14% [251950/1251000] [201.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.002713] [CE 4.645 (4.802)] [KD 6.537 (6.313)] +2024-10-12 08:42:00,856 - Train: 20.14% [252000/1251000] [201.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002712] [CE 4.962 (4.816)] [KD 6.297 (6.344)] +2024-10-12 08:42:08,511 - Train: 20.15% [252050/1251000] [201.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002712] [CE 4.898 (4.829)] [KD 6.324 (6.328)] +2024-10-12 08:42:16,155 - Train: 20.15% [252100/1251000] [201.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.002712] [CE 4.953 (4.915)] [KD 6.519 (6.350)] +2024-10-12 08:42:23,788 - Train: 20.16% [252150/1251000] [201.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002712] [CE 4.545 (4.892)] [KD 6.217 (6.294)] +2024-10-12 08:42:31,368 - Train: 20.16% [252200/1251000] [201.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002712] [CE 4.705 (4.844)] [KD 6.182 (6.266)] +2024-10-12 08:42:38,797 - Train: 20.16% [252250/1251000] [201.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002712] [CE 5.097 (4.877)] [KD 6.097 (6.308)] +2024-10-12 08:42:46,499 - Train: 20.17% [252300/1251000] [201.7/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.002712] [CE 5.004 (4.821)] [KD 6.409 (6.263)] +2024-10-12 08:42:54,246 - Train: 20.17% [252350/1251000] [201.7/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002712] [CE 5.273 (4.813)] [KD 6.789 (6.211)] +2024-10-12 08:43:01,717 - Train: 20.18% [252400/1251000] [201.8/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.002712] [CE 5.192 (4.778)] [KD 6.579 (6.231)] +2024-10-12 08:43:09,449 - Train: 20.18% [252450/1251000] [201.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.006] [optim_t 0.144] [lr 0.002711] [CE 5.026 (4.859)] [KD 6.532 (6.336)] +2024-10-12 08:43:17,130 - Train: 20.18% [252500/1251000] [201.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002711] [CE 4.880 (4.804)] [KD 6.298 (6.379)] +2024-10-12 08:43:24,619 - Train: 20.19% [252550/1251000] [201.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002711] [CE 4.936 (4.821)] [KD 6.557 (6.388)] +2024-10-12 08:43:32,249 - Train: 20.19% [252600/1251000] [201.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002711] [CE 4.684 (4.827)] [KD 5.884 (6.258)] +2024-10-12 08:43:39,824 - Train: 20.20% [252650/1251000] [202.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002711] [CE 4.880 (4.848)] [KD 6.476 (6.292)] +2024-10-12 08:43:47,202 - Train: 20.20% [252700/1251000] [202.0/1000.0] [batch_t 0.140 (0.147)] [data_t 0.004] [optim_t 0.137] [lr 0.002711] [CE 4.920 (4.841)] [KD 6.506 (6.301)] +2024-10-12 08:43:53,113 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 30123] [top5_cnt 41732] [top_all 50000] +2024-10-12 08:43:53,114 - net: 60.246 (83.464) +2024-10-12 08:43:59,000 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 34196] [top5_cnt 44246] [top_all 50000] +2024-10-12 08:43:59,000 - net_E: 68.392 (88.492) +2024-10-12 08:43:59,170 - Max [top1: 60.842 (epoch: 201)] [top1-ema: 68.456 (epoch: 201)] +2024-10-12 08:43:59,170 - ==> Total time: 10:56:50 Eta: 1 day, 19:14:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 08:44:09,003 - Train: 20.20% [252750/1251000] [202.0/1000.0] [batch_t 0.144 (0.165)] [data_t 0.005] [optim_t 0.139] [lr 0.002711] [CE 4.646 (4.868)] [KD 6.107 (6.297)] +2024-10-12 08:44:16,539 - Train: 20.21% [252800/1251000] [202.1/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.002711] [CE 5.180 (4.819)] [KD 6.481 (6.298)] +2024-10-12 08:44:24,111 - Train: 20.21% [252850/1251000] [202.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002711] [CE 4.395 (4.810)] [KD 6.168 (6.385)] +2024-10-12 08:44:31,530 - Train: 20.22% [252900/1251000] [202.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002710] [CE 5.048 (4.873)] [KD 6.181 (6.459)] +2024-10-12 08:44:39,122 - Train: 20.22% [252950/1251000] [202.2/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.002710] [CE 4.430 (4.834)] [KD 6.414 (6.387)] +2024-10-12 08:44:46,857 - Train: 20.22% [253000/1251000] [202.2/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.002710] [CE 4.660 (4.747)] [KD 6.396 (6.280)] +2024-10-12 08:44:54,586 - Train: 20.23% [253050/1251000] [202.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.002710] [CE 4.930 (4.807)] [KD 6.672 (6.256)] +2024-10-12 08:45:02,050 - Train: 20.23% [253100/1251000] [202.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002710] [CE 4.526 (4.766)] [KD 5.926 (6.183)] +2024-10-12 08:45:09,752 - Train: 20.24% [253150/1251000] [202.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.002710] [CE 4.743 (4.785)] [KD 6.308 (6.219)] +2024-10-12 08:45:17,340 - Train: 20.24% [253200/1251000] [202.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002710] [CE 4.988 (4.877)] [KD 6.751 (6.238)] +2024-10-12 08:45:25,106 - Train: 20.24% [253250/1251000] [202.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002710] [CE 5.304 (4.809)] [KD 6.354 (6.318)] +2024-10-12 08:45:32,788 - Train: 20.25% [253300/1251000] [202.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002710] [CE 4.971 (4.836)] [KD 6.415 (6.364)] +2024-10-12 08:45:40,393 - Train: 20.25% [253350/1251000] [202.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002709] [CE 4.852 (4.839)] [KD 6.125 (6.367)] +2024-10-12 08:45:48,072 - Train: 20.26% [253400/1251000] [202.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002709] [CE 4.680 (4.851)] [KD 6.278 (6.350)] +2024-10-12 08:45:55,681 - Train: 20.26% [253450/1251000] [202.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.002709] [CE 5.081 (4.884)] [KD 6.303 (6.388)] +2024-10-12 08:46:03,547 - Train: 20.26% [253500/1251000] [202.6/1000.0] [batch_t 0.157 (0.157)] [data_t 0.004] [optim_t 0.153] [lr 0.002709] [CE 4.621 (4.811)] [KD 6.226 (6.290)] +2024-10-12 08:46:11,266 - Train: 20.27% [253550/1251000] [202.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.002709] [CE 4.920 (4.787)] [KD 6.073 (6.260)] +2024-10-12 08:46:18,975 - Train: 20.27% [253600/1251000] [202.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002709] [CE 4.864 (4.895)] [KD 6.301 (6.306)] +2024-10-12 08:46:26,548 - Train: 20.28% [253650/1251000] [202.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002709] [CE 4.690 (4.807)] [KD 6.284 (6.254)] +2024-10-12 08:46:34,019 - Train: 20.28% [253700/1251000] [202.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002709] [CE 4.963 (4.770)] [KD 6.261 (6.274)] +2024-10-12 08:46:41,483 - Train: 20.28% [253750/1251000] [202.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002709] [CE 4.614 (4.850)] [KD 5.978 (6.267)] +2024-10-12 08:46:48,968 - Train: 20.29% [253800/1251000] [202.9/1000.0] [batch_t 0.168 (0.150)] [data_t 0.007] [optim_t 0.161] [lr 0.002708] [CE 4.714 (4.804)] [KD 6.335 (6.169)] +2024-10-12 08:46:56,836 - Train: 20.29% [253850/1251000] [202.9/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.002708] [CE 5.282 (4.718)] [KD 6.279 (6.133)] +2024-10-12 08:47:04,576 - Train: 20.30% [253900/1251000] [203.0/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.002708] [CE 4.955 (4.857)] [KD 6.569 (6.413)] +2024-10-12 08:47:12,019 - Train: 20.30% [253950/1251000] [203.0/1000.0] [batch_t 0.140 (0.149)] [data_t 0.005] [optim_t 0.135] [lr 0.002708] [CE 5.106 (4.760)] [KD 6.560 (6.259)] +2024-10-12 08:47:17,987 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 29727] [top5_cnt 41319] [top_all 50000] +2024-10-12 08:47:17,987 - net: 59.454 (82.638) +2024-10-12 08:47:23,782 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 34205] [top5_cnt 44275] [top_all 50000] +2024-10-12 08:47:23,783 - net_E: 68.410 (88.550) +2024-10-12 08:47:23,920 - Max [top1: 60.842 (epoch: 201)] [top1-ema: 68.456 (epoch: 201)] +2024-10-12 08:47:23,920 - ==> Total time: 11:00:14 Eta: 1 day, 19:12:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 08:47:33,146 - Train: 20.30% [254000/1251000] [203.0/1000.0] [batch_t 0.148 (0.161)] [data_t 0.005] [optim_t 0.144] [lr 0.002708] [CE 4.493 (4.810)] [KD 6.162 (6.297)] +2024-10-12 08:47:40,793 - Train: 20.31% [254050/1251000] [203.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.002708] [CE 4.866 (4.846)] [KD 6.343 (6.337)] +2024-10-12 08:47:48,270 - Train: 20.31% [254100/1251000] [203.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.002708] [CE 4.780 (4.831)] [KD 6.527 (6.264)] +2024-10-12 08:47:56,112 - Train: 20.32% [254150/1251000] [203.2/1000.0] [batch_t 0.156 (0.157)] [data_t 0.006] [optim_t 0.151] [lr 0.002708] [CE 4.951 (4.754)] [KD 6.292 (6.319)] +2024-10-12 08:48:03,571 - Train: 20.32% [254200/1251000] [203.2/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.002708] [CE 4.930 (4.859)] [KD 6.545 (6.244)] +2024-10-12 08:48:11,164 - Train: 20.32% [254250/1251000] [203.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002707] [CE 4.870 (4.780)] [KD 6.252 (6.256)] +2024-10-12 08:48:18,932 - Train: 20.33% [254300/1251000] [203.3/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.002707] [CE 5.332 (4.834)] [KD 6.439 (6.351)] +2024-10-12 08:48:26,592 - Train: 20.33% [254350/1251000] [203.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.002707] [CE 5.024 (4.828)] [KD 6.291 (6.274)] +2024-10-12 08:48:34,197 - Train: 20.34% [254400/1251000] [203.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.002707] [CE 4.979 (4.802)] [KD 6.388 (6.245)] +2024-10-12 08:48:41,818 - Train: 20.34% [254450/1251000] [203.4/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002707] [CE 5.123 (4.903)] [KD 6.418 (6.278)] +2024-10-12 08:48:49,383 - Train: 20.34% [254500/1251000] [203.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.002707] [CE 4.818 (4.845)] [KD 6.485 (6.346)] +2024-10-12 08:48:56,933 - Train: 20.35% [254550/1251000] [203.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002707] [CE 4.529 (4.802)] [KD 6.119 (6.291)] +2024-10-12 08:49:04,407 - Train: 20.35% [254600/1251000] [203.5/1000.0] [batch_t 0.152 (0.149)] [data_t 0.007] [optim_t 0.145] [lr 0.002707] [CE 4.850 (4.819)] [KD 6.259 (6.236)] +2024-10-12 08:49:11,977 - Train: 20.36% [254650/1251000] [203.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002707] [CE 4.622 (4.835)] [KD 6.283 (6.313)] +2024-10-12 08:49:19,770 - Train: 20.36% [254700/1251000] [203.6/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.002706] [CE 5.102 (4.781)] [KD 6.227 (6.227)] +2024-10-12 08:49:27,371 - Train: 20.36% [254750/1251000] [203.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002706] [CE 4.527 (4.796)] [KD 6.562 (6.278)] +2024-10-12 08:49:34,839 - Train: 20.37% [254800/1251000] [203.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002706] [CE 4.820 (4.764)] [KD 6.418 (6.247)] +2024-10-12 08:49:42,409 - Train: 20.37% [254850/1251000] [203.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002706] [CE 5.210 (4.815)] [KD 6.457 (6.399)] +2024-10-12 08:49:50,075 - Train: 20.38% [254900/1251000] [203.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002706] [CE 4.688 (4.848)] [KD 6.059 (6.342)] +2024-10-12 08:49:57,570 - Train: 20.38% [254950/1251000] [203.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002706] [CE 5.189 (4.814)] [KD 6.262 (6.339)] +2024-10-12 08:50:05,305 - Train: 20.38% [255000/1251000] [203.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.002706] [CE 5.178 (4.868)] [KD 6.519 (6.390)] +2024-10-12 08:50:12,809 - Train: 20.39% [255050/1251000] [203.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002706] [CE 5.309 (4.906)] [KD 6.297 (6.386)] +2024-10-12 08:50:20,518 - Train: 20.39% [255100/1251000] [203.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002706] [CE 5.172 (4.896)] [KD 6.344 (6.338)] +2024-10-12 08:50:28,217 - Train: 20.40% [255150/1251000] [204.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002705] [CE 4.702 (4.873)] [KD 6.326 (6.245)] +2024-10-12 08:50:35,644 - Train: 20.40% [255200/1251000] [204.0/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002705] [CE 4.731 (4.819)] [KD 6.020 (6.365)] +2024-10-12 08:50:42,215 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.111)] [top1_cnt 29558] [top5_cnt 41149] [top_all 50000] +2024-10-12 08:50:42,216 - net: 59.116 (82.298) +2024-10-12 08:50:48,120 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 34195] [top5_cnt 44295] [top_all 50000] +2024-10-12 08:50:48,121 - net_E: 68.390 (88.590) +2024-10-12 08:50:48,256 - Max [top1: 60.842 (epoch: 201)] [top1-ema: 68.456 (epoch: 201)] +2024-10-12 08:50:48,256 - ==> Total time: 11:03:39 Eta: 1 day, 19:09:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 08:50:57,139 - Train: 20.40% [255250/1251000] [204.0/1000.0] [batch_t 0.152 (0.162)] [data_t 0.004] [optim_t 0.148] [lr 0.002705] [CE 4.690 (4.861)] [KD 6.171 (6.255)] +2024-10-12 08:51:05,074 - Train: 20.41% [255300/1251000] [204.1/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.002705] [CE 5.027 (4.827)] [KD 6.430 (6.327)] +2024-10-12 08:51:12,589 - Train: 20.41% [255350/1251000] [204.1/1000.0] [batch_t 0.161 (0.150)] [data_t 0.003] [optim_t 0.158] [lr 0.002705] [CE 4.643 (4.795)] [KD 6.559 (6.259)] +2024-10-12 08:51:20,368 - Train: 20.42% [255400/1251000] [204.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002705] [CE 4.628 (4.705)] [KD 6.243 (6.138)] +2024-10-12 08:51:27,935 - Train: 20.42% [255450/1251000] [204.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002705] [CE 4.841 (4.845)] [KD 6.596 (6.283)] +2024-10-12 08:51:35,385 - Train: 20.42% [255500/1251000] [204.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002705] [CE 4.374 (4.784)] [KD 6.469 (6.344)] +2024-10-12 08:51:43,133 - Train: 20.43% [255550/1251000] [204.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.002705] [CE 4.645 (4.758)] [KD 6.217 (6.236)] +2024-10-12 08:51:50,696 - Train: 20.43% [255600/1251000] [204.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002704] [CE 4.636 (4.764)] [KD 6.668 (6.243)] +2024-10-12 08:51:58,152 - Train: 20.44% [255650/1251000] [204.4/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002704] [CE 5.322 (4.738)] [KD 6.523 (6.248)] +2024-10-12 08:52:06,003 - Train: 20.44% [255700/1251000] [204.4/1000.0] [batch_t 0.152 (0.157)] [data_t 0.008] [optim_t 0.145] [lr 0.002704] [CE 4.681 (4.836)] [KD 6.247 (6.260)] +2024-10-12 08:52:13,458 - Train: 20.44% [255750/1251000] [204.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.002704] [CE 4.766 (4.835)] [KD 6.379 (6.319)] +2024-10-12 08:52:20,871 - Train: 20.45% [255800/1251000] [204.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.002704] [CE 4.942 (4.834)] [KD 6.295 (6.220)] +2024-10-12 08:52:28,789 - Train: 20.45% [255850/1251000] [204.5/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.002704] [CE 5.140 (4.810)] [KD 6.540 (6.269)] +2024-10-12 08:52:36,348 - Train: 20.46% [255900/1251000] [204.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002704] [CE 4.940 (4.793)] [KD 6.397 (6.302)] +2024-10-12 08:52:43,799 - Train: 20.46% [255950/1251000] [204.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002704] [CE 4.599 (4.842)] [KD 5.751 (6.357)] +2024-10-12 08:52:51,351 - Train: 20.46% [256000/1251000] [204.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002704] [CE 4.710 (4.842)] [KD 6.190 (6.239)] +2024-10-12 08:52:58,727 - Train: 20.47% [256050/1251000] [204.7/1000.0] [batch_t 0.144 (0.147)] [data_t 0.004] [optim_t 0.140] [lr 0.002703] [CE 4.419 (4.799)] [KD 6.637 (6.292)] +2024-10-12 08:53:06,327 - Train: 20.47% [256100/1251000] [204.7/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002703] [CE 4.631 (4.856)] [KD 6.069 (6.239)] +2024-10-12 08:53:14,095 - Train: 20.48% [256150/1251000] [204.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.002703] [CE 4.686 (4.833)] [KD 6.523 (6.226)] +2024-10-12 08:53:21,498 - Train: 20.48% [256200/1251000] [204.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002703] [CE 4.754 (4.846)] [KD 6.119 (6.277)] +2024-10-12 08:53:29,119 - Train: 20.48% [256250/1251000] [204.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002703] [CE 4.835 (4.799)] [KD 6.210 (6.314)] +2024-10-12 08:53:36,682 - Train: 20.49% [256300/1251000] [204.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002703] [CE 4.743 (4.775)] [KD 6.341 (6.306)] +2024-10-12 08:53:44,150 - Train: 20.49% [256350/1251000] [204.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002703] [CE 4.930 (4.777)] [KD 6.238 (6.245)] +2024-10-12 08:53:51,845 - Train: 20.50% [256400/1251000] [205.0/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002703] [CE 4.427 (4.747)] [KD 6.147 (6.327)] +2024-10-12 08:53:59,227 - Train: 20.50% [256450/1251000] [205.0/1000.0] [batch_t 0.142 (0.148)] [data_t 0.005] [optim_t 0.137] [lr 0.002703] [CE 4.493 (4.870)] [KD 6.489 (6.436)] +2024-10-12 08:54:05,666 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 29807] [top5_cnt 41501] [top_all 50000] +2024-10-12 08:54:05,667 - net: 59.614 (83.002) +2024-10-12 08:54:11,620 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.110)] [top1_cnt 34169] [top5_cnt 44313] [top_all 50000] +2024-10-12 08:54:11,620 - net_E: 68.338 (88.626) +2024-10-12 08:54:11,751 - Max [top1: 60.842 (epoch: 201)] [top1-ema: 68.456 (epoch: 201)] +2024-10-12 08:54:11,751 - ==> Total time: 11:07:02 Eta: 1 day, 19:06:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 08:54:20,421 - Train: 20.50% [256500/1251000] [205.0/1000.0] [batch_t 0.147 (0.160)] [data_t 0.006] [optim_t 0.142] [lr 0.002702] [CE 4.459 (4.930)] [KD 6.203 (6.316)] +2024-10-12 08:54:28,134 - Train: 20.51% [256550/1251000] [205.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002702] [CE 5.152 (4.802)] [KD 6.104 (6.257)] +2024-10-12 08:54:35,709 - Train: 20.51% [256600/1251000] [205.1/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.002702] [CE 4.716 (4.791)] [KD 6.417 (6.211)] +2024-10-12 08:54:43,270 - Train: 20.52% [256650/1251000] [205.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002702] [CE 4.917 (4.772)] [KD 6.139 (6.210)] +2024-10-12 08:54:50,965 - Train: 20.52% [256700/1251000] [205.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002702] [CE 4.959 (4.794)] [KD 6.659 (6.218)] +2024-10-12 08:54:58,399 - Train: 20.52% [256750/1251000] [205.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002702] [CE 4.895 (4.877)] [KD 6.519 (6.410)] +2024-10-12 08:55:06,153 - Train: 20.53% [256800/1251000] [205.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.002702] [CE 4.579 (4.814)] [KD 6.286 (6.253)] +2024-10-12 08:55:13,943 - Train: 20.53% [256850/1251000] [205.3/1000.0] [batch_t 0.313 (0.156)] [data_t 0.005] [optim_t 0.308] [lr 0.002702] [CE 4.694 (4.808)] [KD 6.011 (6.263)] +2024-10-12 08:55:21,497 - Train: 20.54% [256900/1251000] [205.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002702] [CE 5.327 (4.846)] [KD 6.634 (6.306)] +2024-10-12 08:55:28,914 - Train: 20.54% [256950/1251000] [205.4/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002701] [CE 4.730 (4.800)] [KD 6.033 (6.201)] +2024-10-12 08:55:36,496 - Train: 20.54% [257000/1251000] [205.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.002701] [CE 4.731 (4.740)] [KD 6.222 (6.133)] +2024-10-12 08:55:43,970 - Train: 20.55% [257050/1251000] [205.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002701] [CE 5.193 (4.829)] [KD 6.477 (6.271)] +2024-10-12 08:55:51,786 - Train: 20.55% [257100/1251000] [205.5/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.002701] [CE 4.480 (4.868)] [KD 6.270 (6.357)] +2024-10-12 08:55:59,417 - Train: 20.56% [257150/1251000] [205.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002701] [CE 5.048 (4.868)] [KD 6.384 (6.336)] +2024-10-12 08:56:07,032 - Train: 20.56% [257200/1251000] [205.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.007] [optim_t 0.142] [lr 0.002701] [CE 5.198 (4.840)] [KD 6.147 (6.227)] +2024-10-12 08:56:14,637 - Train: 20.56% [257250/1251000] [205.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.007] [optim_t 0.144] [lr 0.002701] [CE 4.383 (4.818)] [KD 6.160 (6.233)] +2024-10-12 08:56:22,147 - Train: 20.57% [257300/1251000] [205.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002701] [CE 4.702 (4.847)] [KD 6.144 (6.264)] +2024-10-12 08:56:29,578 - Train: 20.57% [257350/1251000] [205.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002701] [CE 4.681 (4.774)] [KD 6.404 (6.241)] +2024-10-12 08:56:37,380 - Train: 20.58% [257400/1251000] [205.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.006] [optim_t 0.146] [lr 0.002700] [CE 4.808 (4.840)] [KD 6.309 (6.324)] +2024-10-12 08:56:44,937 - Train: 20.58% [257450/1251000] [205.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.007] [optim_t 0.144] [lr 0.002700] [CE 4.612 (4.893)] [KD 5.898 (6.319)] +2024-10-12 08:56:52,498 - Train: 20.58% [257500/1251000] [205.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002700] [CE 4.887 (4.840)] [KD 6.289 (6.335)] +2024-10-12 08:57:00,080 - Train: 20.59% [257550/1251000] [205.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002700] [CE 4.898 (4.773)] [KD 6.422 (6.240)] +2024-10-12 08:57:07,563 - Train: 20.59% [257600/1251000] [205.9/1000.0] [batch_t 0.155 (0.150)] [data_t 0.006] [optim_t 0.148] [lr 0.002700] [CE 5.005 (4.822)] [KD 6.069 (6.278)] +2024-10-12 08:57:15,372 - Train: 20.60% [257650/1251000] [206.0/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002700] [CE 4.918 (4.886)] [KD 6.259 (6.373)] +2024-10-12 08:57:22,827 - Train: 20.60% [257700/1251000] [206.0/1000.0] [batch_t 0.140 (0.149)] [data_t 0.005] [optim_t 0.135] [lr 0.002700] [CE 4.875 (4.878)] [KD 6.432 (6.336)] +2024-10-12 08:57:29,325 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.106)] [top1_cnt 30342] [top5_cnt 41862] [top_all 50000] +2024-10-12 08:57:29,326 - net: 60.684 (83.724) +2024-10-12 08:57:35,236 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 34190] [top5_cnt 44315] [top_all 50000] +2024-10-12 08:57:35,237 - net_E: 68.380 (88.630) +2024-10-12 08:57:35,374 - Max [top1: 60.842 (epoch: 201)] [top1-ema: 68.456 (epoch: 201)] +2024-10-12 08:57:35,374 - ==> Total time: 11:10:26 Eta: 1 day, 19:04:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 08:57:44,177 - Train: 20.60% [257750/1251000] [206.0/1000.0] [batch_t 0.151 (0.161)] [data_t 0.004] [optim_t 0.146] [lr 0.002700] [CE 5.403 (4.841)] [KD 6.523 (6.226)] +2024-10-12 08:57:51,643 - Train: 20.61% [257800/1251000] [206.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.002700] [CE 4.110 (4.807)] [KD 5.791 (6.263)] +2024-10-12 08:57:59,340 - Train: 20.61% [257850/1251000] [206.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002699] [CE 4.799 (4.743)] [KD 6.098 (6.185)] +2024-10-12 08:58:06,984 - Train: 20.62% [257900/1251000] [206.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002699] [CE 4.996 (4.840)] [KD 6.202 (6.235)] +2024-10-12 08:58:14,531 - Train: 20.62% [257950/1251000] [206.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002699] [CE 4.429 (4.790)] [KD 6.013 (6.182)] +2024-10-12 08:58:22,084 - Train: 20.62% [258000/1251000] [206.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002699] [CE 4.575 (4.854)] [KD 6.267 (6.267)] +2024-10-12 08:58:29,645 - Train: 20.63% [258050/1251000] [206.3/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002699] [CE 5.207 (4.878)] [KD 6.634 (6.246)] +2024-10-12 08:58:37,198 - Train: 20.63% [258100/1251000] [206.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002699] [CE 5.264 (4.823)] [KD 6.390 (6.346)] +2024-10-12 08:58:44,908 - Train: 20.64% [258150/1251000] [206.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002699] [CE 4.814 (4.760)] [KD 6.370 (6.251)] +2024-10-12 08:58:52,310 - Train: 20.64% [258200/1251000] [206.4/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002699] [CE 5.075 (4.825)] [KD 6.202 (6.292)] +2024-10-12 08:59:00,086 - Train: 20.64% [258250/1251000] [206.4/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002699] [CE 4.781 (4.810)] [KD 6.236 (6.297)] +2024-10-12 08:59:07,651 - Train: 20.65% [258300/1251000] [206.5/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002698] [CE 5.184 (4.787)] [KD 6.307 (6.363)] +2024-10-12 08:59:15,090 - Train: 20.65% [258350/1251000] [206.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002698] [CE 4.602 (4.804)] [KD 6.324 (6.301)] +2024-10-12 08:59:22,499 - Train: 20.66% [258400/1251000] [206.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002698] [CE 4.736 (4.775)] [KD 6.636 (6.295)] +2024-10-12 08:59:30,125 - Train: 20.66% [258450/1251000] [206.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002698] [CE 4.733 (4.853)] [KD 5.976 (6.322)] +2024-10-12 08:59:37,882 - Train: 20.66% [258500/1251000] [206.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.002698] [CE 4.227 (4.822)] [KD 6.010 (6.332)] +2024-10-12 08:59:45,433 - Train: 20.67% [258550/1251000] [206.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.002698] [CE 5.054 (4.889)] [KD 6.305 (6.334)] +2024-10-12 08:59:52,854 - Train: 20.67% [258600/1251000] [206.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002698] [CE 4.826 (4.857)] [KD 6.375 (6.331)] +2024-10-12 09:00:00,394 - Train: 20.68% [258650/1251000] [206.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002698] [CE 4.590 (4.814)] [KD 6.184 (6.204)] +2024-10-12 09:00:08,104 - Train: 20.68% [258700/1251000] [206.8/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.002697] [CE 5.175 (4.849)] [KD 6.359 (6.298)] +2024-10-12 09:00:15,590 - Train: 20.68% [258750/1251000] [206.8/1000.0] [batch_t 0.140 (0.150)] [data_t 0.003] [optim_t 0.138] [lr 0.002697] [CE 4.664 (4.841)] [KD 6.308 (6.364)] +2024-10-12 09:00:23,093 - Train: 20.69% [258800/1251000] [206.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002697] [CE 5.296 (4.862)] [KD 6.350 (6.338)] +2024-10-12 09:00:30,607 - Train: 20.69% [258850/1251000] [206.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.007] [optim_t 0.144] [lr 0.002697] [CE 5.344 (4.871)] [KD 6.443 (6.288)] +2024-10-12 09:00:38,225 - Train: 20.70% [258900/1251000] [207.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002697] [CE 4.876 (4.817)] [KD 6.613 (6.330)] +2024-10-12 09:00:45,556 - Train: 20.70% [258950/1251000] [207.0/1000.0] [batch_t 0.138 (0.147)] [data_t 0.005] [optim_t 0.134] [lr 0.002697] [CE 5.101 (4.840)] [KD 6.312 (6.322)] +2024-10-12 09:00:52,199 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 30337] [top5_cnt 41939] [top_all 50000] +2024-10-12 09:00:52,199 - net: 60.674 (83.878) +2024-10-12 09:00:58,045 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 34203] [top5_cnt 44305] [top_all 50000] +2024-10-12 09:00:58,045 - net_E: 68.406 (88.610) +2024-10-12 09:00:58,189 - Max [top1: 60.842 (epoch: 201)] [top1-ema: 68.456 (epoch: 201)] +2024-10-12 09:00:58,190 - ==> Total time: 11:13:49 Eta: 1 day, 19:01:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 09:01:06,695 - Train: 20.70% [259000/1251000] [207.0/1000.0] [batch_t 0.155 (0.165)] [data_t 0.005] [optim_t 0.149] [lr 0.002697] [CE 4.653 (4.761)] [KD 5.931 (6.257)] +2024-10-12 09:01:14,372 - Train: 20.71% [259050/1251000] [207.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002697] [CE 4.993 (4.775)] [KD 6.317 (6.213)] +2024-10-12 09:01:22,173 - Train: 20.71% [259100/1251000] [207.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.002697] [CE 4.981 (4.799)] [KD 6.009 (6.193)] +2024-10-12 09:01:29,597 - Train: 20.72% [259150/1251000] [207.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002696] [CE 4.892 (4.756)] [KD 6.523 (6.123)] +2024-10-12 09:01:37,158 - Train: 20.72% [259200/1251000] [207.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002696] [CE 5.095 (4.847)] [KD 6.049 (6.325)] +2024-10-12 09:01:44,713 - Train: 20.72% [259250/1251000] [207.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.002696] [CE 5.268 (4.802)] [KD 6.400 (6.210)] +2024-10-12 09:01:52,094 - Train: 20.73% [259300/1251000] [207.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002696] [CE 5.021 (4.860)] [KD 6.245 (6.306)] +2024-10-12 09:01:59,745 - Train: 20.73% [259350/1251000] [207.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.002696] [CE 5.001 (4.863)] [KD 6.082 (6.283)] +2024-10-12 09:02:07,159 - Train: 20.74% [259400/1251000] [207.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.002696] [CE 5.078 (4.825)] [KD 6.531 (6.361)] +2024-10-12 09:02:14,697 - Train: 20.74% [259450/1251000] [207.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.007] [optim_t 0.142] [lr 0.002696] [CE 4.563 (4.830)] [KD 6.136 (6.265)] +2024-10-12 09:02:22,416 - Train: 20.74% [259500/1251000] [207.4/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.002696] [CE 4.626 (4.788)] [KD 6.303 (6.242)] +2024-10-12 09:02:29,998 - Train: 20.75% [259550/1251000] [207.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002696] [CE 5.153 (4.891)] [KD 6.289 (6.297)] +2024-10-12 09:02:37,690 - Train: 20.75% [259600/1251000] [207.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.002695] [CE 4.972 (4.842)] [KD 6.305 (6.279)] +2024-10-12 09:02:45,232 - Train: 20.76% [259650/1251000] [207.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002695] [CE 4.349 (4.752)] [KD 5.902 (6.301)] +2024-10-12 09:02:52,815 - Train: 20.76% [259700/1251000] [207.6/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.002695] [CE 4.152 (4.738)] [KD 5.859 (6.167)] +2024-10-12 09:03:00,229 - Train: 20.76% [259750/1251000] [207.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002695] [CE 5.105 (4.784)] [KD 6.181 (6.149)] +2024-10-12 09:03:07,731 - Train: 20.77% [259800/1251000] [207.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.002695] [CE 5.018 (4.810)] [KD 6.368 (6.230)] +2024-10-12 09:03:15,307 - Train: 20.77% [259850/1251000] [207.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002695] [CE 5.260 (4.812)] [KD 6.460 (6.257)] +2024-10-12 09:03:23,294 - Train: 20.78% [259900/1251000] [207.8/1000.0] [batch_t 0.359 (0.160)] [data_t 0.004] [optim_t 0.355] [lr 0.002695] [CE 4.910 (4.813)] [KD 6.317 (6.205)] +2024-10-12 09:03:30,890 - Train: 20.78% [259950/1251000] [207.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002695] [CE 4.930 (4.812)] [KD 6.406 (6.176)] +2024-10-12 09:03:38,371 - Train: 20.78% [260000/1251000] [207.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002695] [CE 4.584 (4.818)] [KD 6.507 (6.292)] +2024-10-12 09:03:46,051 - Train: 20.79% [260050/1251000] [207.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002694] [CE 4.958 (4.767)] [KD 6.299 (6.276)] +2024-10-12 09:03:53,677 - Train: 20.79% [260100/1251000] [207.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002694] [CE 4.280 (4.857)] [KD 6.035 (6.309)] +2024-10-12 09:04:01,250 - Train: 20.80% [260150/1251000] [208.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002694] [CE 4.498 (4.850)] [KD 5.859 (6.234)] +2024-10-12 09:04:08,803 - Train: 20.80% [260200/1251000] [208.0/1000.0] [batch_t 0.140 (0.151)] [data_t 0.005] [optim_t 0.135] [lr 0.002694] [CE 5.177 (4.889)] [KD 6.710 (6.237)] +2024-10-12 09:04:15,649 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 29920] [top5_cnt 41561] [top_all 50000] +2024-10-12 09:04:15,649 - net: 59.840 (83.122) +2024-10-12 09:04:21,428 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 34199] [top5_cnt 44296] [top_all 50000] +2024-10-12 09:04:21,428 - net_E: 68.398 (88.592) +2024-10-12 09:04:21,540 - Max [top1: 60.842 (epoch: 201)] [top1-ema: 68.456 (epoch: 201)] +2024-10-12 09:04:21,541 - ==> Total time: 11:17:12 Eta: 1 day, 18:58:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 09:04:29,822 - Train: 20.80% [260250/1251000] [208.0/1000.0] [batch_t 0.154 (0.159)] [data_t 0.005] [optim_t 0.150] [lr 0.002694] [CE 5.012 (4.854)] [KD 6.220 (6.161)] +2024-10-12 09:04:37,472 - Train: 20.81% [260300/1251000] [208.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002694] [CE 5.199 (4.863)] [KD 6.419 (6.255)] +2024-10-12 09:04:45,044 - Train: 20.81% [260350/1251000] [208.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.002694] [CE 4.434 (4.847)] [KD 6.232 (6.274)] +2024-10-12 09:04:52,554 - Train: 20.82% [260400/1251000] [208.2/1000.0] [batch_t 0.288 (0.150)] [data_t 0.005] [optim_t 0.283] [lr 0.002694] [CE 4.630 (4.853)] [KD 6.245 (6.335)] +2024-10-12 09:05:00,294 - Train: 20.82% [260450/1251000] [208.2/1000.0] [batch_t 0.143 (0.155)] [data_t 0.005] [optim_t 0.138] [lr 0.002694] [CE 4.603 (4.786)] [KD 6.252 (6.199)] +2024-10-12 09:05:07,646 - Train: 20.82% [260500/1251000] [208.2/1000.0] [batch_t 0.147 (0.147)] [data_t 0.006] [optim_t 0.141] [lr 0.002693] [CE 4.483 (4.745)] [KD 5.759 (6.200)] +2024-10-12 09:05:15,158 - Train: 20.83% [260550/1251000] [208.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002693] [CE 5.020 (4.737)] [KD 6.641 (6.241)] +2024-10-12 09:05:22,667 - Train: 20.83% [260600/1251000] [208.3/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.002693] [CE 4.776 (4.799)] [KD 6.255 (6.297)] +2024-10-12 09:05:30,175 - Train: 20.84% [260650/1251000] [208.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002693] [CE 4.596 (4.838)] [KD 6.359 (6.268)] +2024-10-12 09:05:37,831 - Train: 20.84% [260700/1251000] [208.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002693] [CE 5.014 (4.846)] [KD 6.620 (6.348)] +2024-10-12 09:05:45,305 - Train: 20.84% [260750/1251000] [208.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002693] [CE 5.040 (4.881)] [KD 6.419 (6.272)] +2024-10-12 09:05:52,699 - Train: 20.85% [260800/1251000] [208.5/1000.0] [batch_t 0.153 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.002693] [CE 4.430 (4.852)] [KD 5.993 (6.348)] +2024-10-12 09:06:00,060 - Train: 20.85% [260850/1251000] [208.5/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.002693] [CE 4.754 (4.820)] [KD 6.387 (6.217)] +2024-10-12 09:06:07,889 - Train: 20.86% [260900/1251000] [208.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.006] [optim_t 0.144] [lr 0.002693] [CE 5.130 (4.846)] [KD 6.263 (6.227)] +2024-10-12 09:06:15,503 - Train: 20.86% [260950/1251000] [208.6/1000.0] [batch_t 0.154 (0.152)] [data_t 0.006] [optim_t 0.148] [lr 0.002692] [CE 5.008 (4.829)] [KD 6.387 (6.195)] +2024-10-12 09:06:23,247 - Train: 20.86% [261000/1251000] [208.6/1000.0] [batch_t 0.270 (0.155)] [data_t 0.005] [optim_t 0.265] [lr 0.002692] [CE 4.888 (4.841)] [KD 6.408 (6.253)] +2024-10-12 09:06:30,852 - Train: 20.87% [261050/1251000] [208.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002692] [CE 4.478 (4.818)] [KD 6.318 (6.297)] +2024-10-12 09:06:38,274 - Train: 20.87% [261100/1251000] [208.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002692] [CE 4.695 (4.769)] [KD 6.042 (6.273)] +2024-10-12 09:06:45,939 - Train: 20.88% [261150/1251000] [208.8/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.002692] [CE 4.563 (4.800)] [KD 6.351 (6.321)] +2024-10-12 09:06:53,350 - Train: 20.88% [261200/1251000] [208.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.002692] [CE 5.241 (4.847)] [KD 6.261 (6.411)] +2024-10-12 09:07:00,935 - Train: 20.88% [261250/1251000] [208.8/1000.0] [batch_t 0.166 (0.152)] [data_t 0.005] [optim_t 0.161] [lr 0.002692] [CE 4.969 (4.867)] [KD 6.211 (6.312)] +2024-10-12 09:07:08,743 - Train: 20.89% [261300/1251000] [208.9/1000.0] [batch_t 0.148 (0.156)] [data_t 0.006] [optim_t 0.142] [lr 0.002692] [CE 4.941 (4.792)] [KD 6.439 (6.296)] +2024-10-12 09:07:16,180 - Train: 20.89% [261350/1251000] [208.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002691] [CE 4.912 (4.757)] [KD 6.190 (6.106)] +2024-10-12 09:07:23,740 - Train: 20.90% [261400/1251000] [209.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002691] [CE 4.669 (4.898)] [KD 6.515 (6.325)] +2024-10-12 09:07:31,246 - Train: 20.90% [261450/1251000] [209.0/1000.0] [batch_t 0.140 (0.150)] [data_t 0.005] [optim_t 0.134] [lr 0.002691] [CE 4.890 (4.853)] [KD 6.142 (6.376)] +2024-10-12 09:07:38,213 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 29758] [top5_cnt 41491] [top_all 50000] +2024-10-12 09:07:38,214 - net: 59.516 (82.982) +2024-10-12 09:07:43,939 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 34230] [top5_cnt 44267] [top_all 50000] +2024-10-12 09:07:43,940 - net_E: 68.460 (88.534) +2024-10-12 09:07:44,096 - Max [top1: 60.842 (epoch: 201)] [top1-ema: 68.460 (epoch: 209)] +2024-10-12 09:07:44,096 - ==> Total time: 11:20:35 Eta: 1 day, 18:55:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 09:07:53,021 - Train: 20.90% [261500/1251000] [209.0/1000.0] [batch_t 0.146 (0.161)] [data_t 0.004] [optim_t 0.143] [lr 0.002691] [CE 4.699 (4.831)] [KD 5.901 (6.257)] +2024-10-12 09:08:00,584 - Train: 20.91% [261550/1251000] [209.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002691] [CE 4.769 (4.790)] [KD 6.301 (6.205)] +2024-10-12 09:08:08,170 - Train: 20.91% [261600/1251000] [209.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.002691] [CE 5.058 (4.758)] [KD 6.294 (6.277)] +2024-10-12 09:08:15,886 - Train: 20.92% [261650/1251000] [209.2/1000.0] [batch_t 0.295 (0.154)] [data_t 0.005] [optim_t 0.290] [lr 0.002691] [CE 4.640 (4.766)] [KD 6.038 (6.181)] +2024-10-12 09:08:23,562 - Train: 20.92% [261700/1251000] [209.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002691] [CE 4.823 (4.715)] [KD 6.013 (6.112)] +2024-10-12 09:08:31,096 - Train: 20.92% [261750/1251000] [209.2/1000.0] [batch_t 0.155 (0.151)] [data_t 0.008] [optim_t 0.147] [lr 0.002691] [CE 4.565 (4.761)] [KD 6.621 (6.309)] +2024-10-12 09:08:38,559 - Train: 20.93% [261800/1251000] [209.3/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002690] [CE 4.787 (4.845)] [KD 5.779 (6.303)] +2024-10-12 09:08:46,103 - Train: 20.93% [261850/1251000] [209.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002690] [CE 4.722 (4.799)] [KD 6.317 (6.248)] +2024-10-12 09:08:53,569 - Train: 20.94% [261900/1251000] [209.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.002690] [CE 5.055 (4.857)] [KD 6.072 (6.273)] +2024-10-12 09:09:00,973 - Train: 20.94% [261950/1251000] [209.4/1000.0] [batch_t 0.143 (0.148)] [data_t 0.005] [optim_t 0.138] [lr 0.002690] [CE 4.608 (4.722)] [KD 5.939 (6.214)] +2024-10-12 09:09:08,956 - Train: 20.94% [262000/1251000] [209.4/1000.0] [batch_t 0.147 (0.160)] [data_t 0.005] [optim_t 0.143] [lr 0.002690] [CE 4.845 (4.877)] [KD 6.225 (6.368)] +2024-10-12 09:09:16,526 - Train: 20.95% [262050/1251000] [209.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.007] [optim_t 0.139] [lr 0.002690] [CE 4.671 (4.803)] [KD 6.403 (6.311)] +2024-10-12 09:09:24,093 - Train: 20.95% [262100/1251000] [209.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002690] [CE 4.227 (4.869)] [KD 5.773 (6.193)] +2024-10-12 09:09:31,482 - Train: 20.96% [262150/1251000] [209.6/1000.0] [batch_t 0.150 (0.148)] [data_t 0.003] [optim_t 0.147] [lr 0.002690] [CE 4.032 (4.844)] [KD 5.700 (6.281)] +2024-10-12 09:09:38,864 - Train: 20.96% [262200/1251000] [209.6/1000.0] [batch_t 0.154 (0.148)] [data_t 0.004] [optim_t 0.149] [lr 0.002690] [CE 5.177 (4.900)] [KD 6.373 (6.383)] +2024-10-12 09:09:46,523 - Train: 20.96% [262250/1251000] [209.6/1000.0] [batch_t 0.161 (0.153)] [data_t 0.006] [optim_t 0.155] [lr 0.002689] [CE 4.714 (4.866)] [KD 6.039 (6.412)] +2024-10-12 09:09:54,060 - Train: 20.97% [262300/1251000] [209.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002689] [CE 5.317 (4.824)] [KD 6.474 (6.171)] +2024-10-12 09:10:01,509 - Train: 20.97% [262350/1251000] [209.7/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.002689] [CE 4.462 (4.797)] [KD 6.370 (6.274)] +2024-10-12 09:10:09,081 - Train: 20.98% [262400/1251000] [209.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002689] [CE 4.341 (4.830)] [KD 6.090 (6.254)] +2024-10-12 09:10:16,749 - Train: 20.98% [262450/1251000] [209.8/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.002689] [CE 4.917 (4.865)] [KD 6.084 (6.226)] +2024-10-12 09:10:24,279 - Train: 20.98% [262500/1251000] [209.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002689] [CE 4.519 (4.858)] [KD 6.223 (6.263)] +2024-10-12 09:10:31,917 - Train: 20.99% [262550/1251000] [209.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.002689] [CE 5.000 (4.797)] [KD 6.274 (6.285)] +2024-10-12 09:10:39,428 - Train: 20.99% [262600/1251000] [209.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002689] [CE 4.615 (4.762)] [KD 6.109 (6.244)] +2024-10-12 09:10:46,929 - Train: 21.00% [262650/1251000] [210.0/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.002689] [CE 4.494 (4.816)] [KD 6.239 (6.314)] +2024-10-12 09:10:54,525 - Train: 21.00% [262700/1251000] [210.0/1000.0] [batch_t 0.248 (0.152)] [data_t 0.004] [optim_t 0.245] [lr 0.002688] [CE 4.673 (4.801)] [KD 6.451 (6.240)] +2024-10-12 09:11:01,797 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 30185] [top5_cnt 41712] [top_all 50000] +2024-10-12 09:11:01,797 - net: 60.370 (83.424) +2024-10-12 09:11:07,599 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 34219] [top5_cnt 44302] [top_all 50000] +2024-10-12 09:11:07,599 - net_E: 68.438 (88.604) +2024-10-12 09:11:07,742 - Max [top1: 60.842 (epoch: 201)] [top1-ema: 68.460 (epoch: 209)] +2024-10-12 09:11:07,742 - ==> Total time: 11:23:58 Eta: 1 day, 18:53:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 09:11:16,597 - Train: 21.00% [262750/1251000] [210.0/1000.0] [batch_t 0.147 (0.158)] [data_t 0.009] [optim_t 0.138] [lr 0.002688] [CE 4.491 (4.783)] [KD 5.989 (6.222)] +2024-10-12 09:11:24,153 - Train: 21.01% [262800/1251000] [210.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002688] [CE 4.457 (4.844)] [KD 6.252 (6.353)] +2024-10-12 09:11:31,691 - Train: 21.01% [262850/1251000] [210.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002688] [CE 4.736 (4.755)] [KD 6.256 (6.283)] +2024-10-12 09:11:39,371 - Train: 21.02% [262900/1251000] [210.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.002688] [CE 5.053 (4.871)] [KD 6.547 (6.217)] +2024-10-12 09:11:46,925 - Train: 21.02% [262950/1251000] [210.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002688] [CE 4.562 (4.845)] [KD 5.901 (6.272)] +2024-10-12 09:11:54,321 - Train: 21.02% [263000/1251000] [210.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002688] [CE 5.605 (4.821)] [KD 6.436 (6.249)] +2024-10-12 09:12:01,685 - Train: 21.03% [263050/1251000] [210.3/1000.0] [batch_t 0.146 (0.147)] [data_t 0.006] [optim_t 0.140] [lr 0.002688] [CE 4.627 (4.812)] [KD 6.012 (6.242)] +2024-10-12 09:12:09,603 - Train: 21.03% [263100/1251000] [210.3/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.143] [lr 0.002687] [CE 5.052 (4.863)] [KD 6.257 (6.324)] +2024-10-12 09:12:17,151 - Train: 21.04% [263150/1251000] [210.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002687] [CE 4.765 (4.846)] [KD 6.307 (6.180)] +2024-10-12 09:12:24,521 - Train: 21.04% [263200/1251000] [210.4/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.140] [lr 0.002687] [CE 5.011 (4.864)] [KD 6.432 (6.269)] +2024-10-12 09:12:31,917 - Train: 21.04% [263250/1251000] [210.4/1000.0] [batch_t 0.152 (0.148)] [data_t 0.003] [optim_t 0.149] [lr 0.002687] [CE 4.631 (4.833)] [KD 6.213 (6.264)] +2024-10-12 09:12:39,551 - Train: 21.05% [263300/1251000] [210.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002687] [CE 5.154 (4.841)] [KD 6.371 (6.280)] +2024-10-12 09:12:47,259 - Train: 21.05% [263350/1251000] [210.5/1000.0] [batch_t 0.158 (0.154)] [data_t 0.005] [optim_t 0.153] [lr 0.002687] [CE 4.766 (4.766)] [KD 6.296 (6.148)] +2024-10-12 09:12:54,873 - Train: 21.06% [263400/1251000] [210.6/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.002687] [CE 4.366 (4.770)] [KD 5.769 (6.185)] +2024-10-12 09:13:02,303 - Train: 21.06% [263450/1251000] [210.6/1000.0] [batch_t 0.157 (0.148)] [data_t 0.006] [optim_t 0.151] [lr 0.002687] [CE 4.828 (4.810)] [KD 6.307 (6.225)] +2024-10-12 09:13:09,857 - Train: 21.06% [263500/1251000] [210.6/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.002687] [CE 4.668 (4.880)] [KD 6.316 (6.320)] +2024-10-12 09:13:17,514 - Train: 21.07% [263550/1251000] [210.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002686] [CE 5.336 (4.877)] [KD 6.366 (6.294)] +2024-10-12 09:13:24,983 - Train: 21.07% [263600/1251000] [210.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002686] [CE 4.913 (4.832)] [KD 6.253 (6.295)] +2024-10-12 09:13:32,493 - Train: 21.08% [263650/1251000] [210.8/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002686] [CE 5.068 (4.778)] [KD 6.182 (6.301)] +2024-10-12 09:13:40,173 - Train: 21.08% [263700/1251000] [210.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.002686] [CE 4.891 (4.895)] [KD 6.442 (6.367)] +2024-10-12 09:13:47,810 - Train: 21.08% [263750/1251000] [210.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.002686] [CE 5.203 (4.774)] [KD 6.543 (6.270)] +2024-10-12 09:13:55,409 - Train: 21.09% [263800/1251000] [210.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002686] [CE 4.576 (4.896)] [KD 6.334 (6.366)] +2024-10-12 09:14:02,848 - Train: 21.09% [263850/1251000] [210.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002686] [CE 4.612 (4.839)] [KD 6.155 (6.215)] +2024-10-12 09:14:10,253 - Train: 21.10% [263900/1251000] [211.0/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.002686] [CE 5.157 (4.881)] [KD 6.329 (6.358)] +2024-10-12 09:14:18,030 - Train: 21.10% [263950/1251000] [211.0/1000.0] [batch_t 0.139 (0.155)] [data_t 0.004] [optim_t 0.135] [lr 0.002686] [CE 4.717 (4.855)] [KD 6.293 (6.376)] +2024-10-12 09:14:25,144 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 30334] [top5_cnt 41887] [top_all 50000] +2024-10-12 09:14:25,145 - net: 60.668 (83.774) +2024-10-12 09:14:32,183 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.130)] [top1_cnt 34236] [top5_cnt 44283] [top_all 50000] +2024-10-12 09:14:32,184 - net_E: 68.472 (88.566) +2024-10-12 09:14:32,334 - Max [top1: 60.842 (epoch: 201)] [top1-ema: 68.472 (epoch: 211)] +2024-10-12 09:14:32,334 - ==> Total time: 11:27:23 Eta: 1 day, 18:50:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 09:14:41,157 - Train: 21.10% [264000/1251000] [211.0/1000.0] [batch_t 0.151 (0.166)] [data_t 0.007] [optim_t 0.144] [lr 0.002685] [CE 5.046 (4.822)] [KD 6.220 (6.242)] +2024-10-12 09:14:48,679 - Train: 21.11% [264050/1251000] [211.1/1000.0] [batch_t 0.144 (0.150)] [data_t 0.006] [optim_t 0.138] [lr 0.002685] [CE 4.881 (4.855)] [KD 6.015 (6.254)] +2024-10-12 09:14:56,256 - Train: 21.11% [264100/1251000] [211.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002685] [CE 4.467 (4.832)] [KD 6.106 (6.259)] +2024-10-12 09:15:03,825 - Train: 21.12% [264150/1251000] [211.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002685] [CE 5.299 (4.825)] [KD 6.554 (6.292)] +2024-10-12 09:15:11,497 - Train: 21.12% [264200/1251000] [211.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002685] [CE 4.638 (4.936)] [KD 6.257 (6.288)] +2024-10-12 09:15:19,075 - Train: 21.12% [264250/1251000] [211.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002685] [CE 5.251 (4.882)] [KD 6.442 (6.250)] +2024-10-12 09:15:26,482 - Train: 21.13% [264300/1251000] [211.3/1000.0] [batch_t 0.151 (0.148)] [data_t 0.007] [optim_t 0.144] [lr 0.002685] [CE 4.360 (4.847)] [KD 5.979 (6.277)] +2024-10-12 09:15:33,995 - Train: 21.13% [264350/1251000] [211.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002685] [CE 4.968 (4.833)] [KD 6.276 (6.273)] +2024-10-12 09:15:41,740 - Train: 21.14% [264400/1251000] [211.4/1000.0] [batch_t 0.143 (0.155)] [data_t 0.004] [optim_t 0.139] [lr 0.002685] [CE 4.455 (4.818)] [KD 6.253 (6.301)] +2024-10-12 09:15:49,129 - Train: 21.14% [264450/1251000] [211.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002684] [CE 4.663 (4.850)] [KD 6.245 (6.278)] +2024-10-12 09:15:56,768 - Train: 21.14% [264500/1251000] [211.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002684] [CE 5.112 (4.846)] [KD 6.468 (6.291)] +2024-10-12 09:16:04,303 - Train: 21.15% [264550/1251000] [211.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002684] [CE 4.733 (4.800)] [KD 6.296 (6.328)] +2024-10-12 09:16:11,819 - Train: 21.15% [264600/1251000] [211.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002684] [CE 4.918 (4.872)] [KD 6.291 (6.321)] +2024-10-12 09:16:19,221 - Train: 21.16% [264650/1251000] [211.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002684] [CE 5.020 (4.792)] [KD 6.414 (6.271)] +2024-10-12 09:16:26,609 - Train: 21.16% [264700/1251000] [211.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002684] [CE 4.949 (4.813)] [KD 6.476 (6.270)] +2024-10-12 09:16:34,132 - Train: 21.16% [264750/1251000] [211.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002684] [CE 4.495 (4.853)] [KD 6.397 (6.288)] +2024-10-12 09:16:41,872 - Train: 21.17% [264800/1251000] [211.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.002684] [CE 4.687 (4.797)] [KD 6.507 (6.264)] +2024-10-12 09:16:49,546 - Train: 21.17% [264850/1251000] [211.7/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.002683] [CE 5.420 (4.926)] [KD 6.624 (6.330)] +2024-10-12 09:16:57,116 - Train: 21.18% [264900/1251000] [211.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002683] [CE 4.805 (4.861)] [KD 6.123 (6.332)] +2024-10-12 09:17:04,525 - Train: 21.18% [264950/1251000] [211.8/1000.0] [batch_t 0.155 (0.148)] [data_t 0.003] [optim_t 0.152] [lr 0.002683] [CE 4.791 (4.791)] [KD 6.071 (6.171)] +2024-10-12 09:17:12,060 - Train: 21.18% [265000/1251000] [211.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002683] [CE 4.877 (4.767)] [KD 6.020 (6.089)] +2024-10-12 09:17:19,622 - Train: 21.19% [265050/1251000] [211.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002683] [CE 4.615 (4.811)] [KD 5.754 (6.253)] +2024-10-12 09:17:27,223 - Train: 21.19% [265100/1251000] [211.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.007] [optim_t 0.145] [lr 0.002683] [CE 5.062 (4.842)] [KD 6.206 (6.313)] +2024-10-12 09:17:34,681 - Train: 21.20% [265150/1251000] [212.0/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.002683] [CE 5.125 (4.798)] [KD 6.294 (6.280)] +2024-10-12 09:17:42,485 - Train: 21.20% [265200/1251000] [212.0/1000.0] [batch_t 0.142 (0.156)] [data_t 0.004] [optim_t 0.137] [lr 0.002683] [CE 4.658 (4.784)] [KD 6.160 (6.213)] +2024-10-12 09:17:50,045 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.106)] [top1_cnt 30105] [top5_cnt 41785] [top_all 50000] +2024-10-12 09:17:50,045 - net: 60.210 (83.570) +2024-10-12 09:17:55,798 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 34225] [top5_cnt 44275] [top_all 50000] +2024-10-12 09:17:55,798 - net_E: 68.450 (88.550) +2024-10-12 09:17:55,923 - Max [top1: 60.842 (epoch: 201)] [top1-ema: 68.472 (epoch: 211)] +2024-10-12 09:17:55,923 - ==> Total time: 11:30:46 Eta: 1 day, 18:47:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 09:18:04,003 - Train: 21.20% [265250/1251000] [212.0/1000.0] [batch_t 0.147 (0.166)] [data_t 0.004] [optim_t 0.143] [lr 0.002683] [CE 4.726 (4.790)] [KD 6.097 (6.228)] +2024-10-12 09:18:11,629 - Train: 21.21% [265300/1251000] [212.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002682] [CE 4.993 (4.835)] [KD 6.294 (6.286)] +2024-10-12 09:18:19,188 - Train: 21.21% [265350/1251000] [212.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002682] [CE 4.901 (4.861)] [KD 6.459 (6.301)] +2024-10-12 09:18:26,750 - Train: 21.22% [265400/1251000] [212.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002682] [CE 4.849 (4.836)] [KD 6.284 (6.243)] +2024-10-12 09:18:34,135 - Train: 21.22% [265450/1251000] [212.2/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002682] [CE 5.051 (4.836)] [KD 6.653 (6.247)] +2024-10-12 09:18:41,839 - Train: 21.22% [265500/1251000] [212.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002682] [CE 4.809 (4.818)] [KD 6.343 (6.325)] +2024-10-12 09:18:49,306 - Train: 21.23% [265550/1251000] [212.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002682] [CE 4.753 (4.818)] [KD 6.117 (6.229)] +2024-10-12 09:18:57,075 - Train: 21.23% [265600/1251000] [212.3/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002682] [CE 4.782 (4.788)] [KD 5.871 (6.261)] +2024-10-12 09:19:04,524 - Train: 21.24% [265650/1251000] [212.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002682] [CE 5.015 (4.784)] [KD 6.450 (6.185)] +2024-10-12 09:19:12,060 - Train: 21.24% [265700/1251000] [212.4/1000.0] [batch_t 0.154 (0.151)] [data_t 0.006] [optim_t 0.147] [lr 0.002682] [CE 4.919 (4.823)] [KD 6.069 (6.285)] +2024-10-12 09:19:19,860 - Train: 21.24% [265750/1251000] [212.4/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002681] [CE 4.770 (4.793)] [KD 6.394 (6.288)] +2024-10-12 09:19:27,258 - Train: 21.25% [265800/1251000] [212.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002681] [CE 4.823 (4.824)] [KD 6.550 (6.469)] +2024-10-12 09:19:34,862 - Train: 21.25% [265850/1251000] [212.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002681] [CE 4.788 (4.807)] [KD 6.220 (6.206)] +2024-10-12 09:19:42,364 - Train: 21.25% [265900/1251000] [212.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002681] [CE 4.440 (4.798)] [KD 6.016 (6.165)] +2024-10-12 09:19:49,772 - Train: 21.26% [265950/1251000] [212.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002681] [CE 4.871 (4.796)] [KD 6.519 (6.231)] +2024-10-12 09:19:57,389 - Train: 21.26% [266000/1251000] [212.6/1000.0] [batch_t 0.266 (0.152)] [data_t 0.005] [optim_t 0.261] [lr 0.002681] [CE 4.973 (4.824)] [KD 6.153 (6.302)] +2024-10-12 09:20:05,154 - Train: 21.27% [266050/1251000] [212.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.002681] [CE 4.771 (4.859)] [KD 6.388 (6.283)] +2024-10-12 09:20:12,570 - Train: 21.27% [266100/1251000] [212.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.007] [optim_t 0.139] [lr 0.002681] [CE 4.808 (4.743)] [KD 6.247 (6.218)] +2024-10-12 09:20:20,130 - Train: 21.27% [266150/1251000] [212.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002680] [CE 5.356 (4.859)] [KD 6.109 (6.308)] +2024-10-12 09:20:27,734 - Train: 21.28% [266200/1251000] [212.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.007] [optim_t 0.141] [lr 0.002680] [CE 4.976 (4.750)] [KD 6.584 (6.174)] +2024-10-12 09:20:35,174 - Train: 21.28% [266250/1251000] [212.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002680] [CE 4.455 (4.784)] [KD 6.037 (6.177)] +2024-10-12 09:20:42,680 - Train: 21.29% [266300/1251000] [212.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.007] [optim_t 0.144] [lr 0.002680] [CE 4.774 (4.785)] [KD 6.589 (6.252)] +2024-10-12 09:20:50,447 - Train: 21.29% [266350/1251000] [212.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.002680] [CE 4.770 (4.862)] [KD 6.104 (6.266)] +2024-10-12 09:20:57,956 - Train: 21.29% [266400/1251000] [212.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002680] [CE 4.447 (4.839)] [KD 6.244 (6.309)] +2024-10-12 09:21:05,821 - Train: 21.30% [266450/1251000] [213.0/1000.0] [batch_t 0.157 (0.157)] [data_t 0.004] [optim_t 0.154] [lr 0.002680] [CE 4.600 (4.862)] [KD 6.176 (6.257)] +2024-10-12 09:21:13,354 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 30219] [top5_cnt 41708] [top_all 50000] +2024-10-12 09:21:13,354 - net: 60.438 (83.416) +2024-10-12 09:21:19,151 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34285] [top5_cnt 44292] [top_all 50000] +2024-10-12 09:21:19,152 - net_E: 68.570 (88.584) +2024-10-12 09:21:19,317 - Max [top1: 60.842 (epoch: 201)] [top1-ema: 68.570 (epoch: 213)] +2024-10-12 09:21:19,317 - ==> Total time: 11:34:10 Eta: 1 day, 18:44:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 09:21:27,617 - Train: 21.30% [266500/1251000] [213.0/1000.0] [batch_t 0.151 (0.163)] [data_t 0.005] [optim_t 0.146] [lr 0.002680] [CE 4.826 (4.776)] [KD 6.635 (6.256)] +2024-10-12 09:21:35,089 - Train: 21.31% [266550/1251000] [213.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.007] [optim_t 0.140] [lr 0.002680] [CE 4.630 (4.851)] [KD 6.105 (6.267)] +2024-10-12 09:21:42,526 - Train: 21.31% [266600/1251000] [213.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002679] [CE 5.111 (4.797)] [KD 6.245 (6.242)] +2024-10-12 09:21:50,401 - Train: 21.31% [266650/1251000] [213.1/1000.0] [batch_t 0.148 (0.157)] [data_t 0.007] [optim_t 0.141] [lr 0.002679] [CE 5.245 (4.906)] [KD 6.493 (6.264)] +2024-10-12 09:21:58,059 - Train: 21.32% [266700/1251000] [213.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002679] [CE 4.675 (4.798)] [KD 6.239 (6.273)] +2024-10-12 09:22:05,599 - Train: 21.32% [266750/1251000] [213.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002679] [CE 5.074 (4.793)] [KD 6.036 (6.221)] +2024-10-12 09:22:13,497 - Train: 21.33% [266800/1251000] [213.3/1000.0] [batch_t 0.292 (0.158)] [data_t 0.003] [optim_t 0.289] [lr 0.002679] [CE 4.557 (4.846)] [KD 6.394 (6.237)] +2024-10-12 09:22:20,990 - Train: 21.33% [266850/1251000] [213.3/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002679] [CE 5.006 (4.811)] [KD 6.439 (6.261)] +2024-10-12 09:22:28,586 - Train: 21.33% [266900/1251000] [213.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002679] [CE 5.065 (4.844)] [KD 6.658 (6.278)] +2024-10-12 09:22:36,175 - Train: 21.34% [266950/1251000] [213.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.007] [optim_t 0.146] [lr 0.002679] [CE 4.763 (4.830)] [KD 6.202 (6.240)] +2024-10-12 09:22:43,714 - Train: 21.34% [267000/1251000] [213.4/1000.0] [batch_t 0.143 (0.151)] [data_t 0.004] [optim_t 0.139] [lr 0.002679] [CE 4.884 (4.773)] [KD 6.148 (6.286)] +2024-10-12 09:22:51,238 - Train: 21.35% [267050/1251000] [213.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002678] [CE 4.746 (4.866)] [KD 6.039 (6.298)] +2024-10-12 09:22:58,967 - Train: 21.35% [267100/1251000] [213.5/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.002678] [CE 4.032 (4.800)] [KD 5.881 (6.305)] +2024-10-12 09:23:06,444 - Train: 21.35% [267150/1251000] [213.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002678] [CE 4.995 (4.772)] [KD 6.260 (6.205)] +2024-10-12 09:23:13,921 - Train: 21.36% [267200/1251000] [213.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002678] [CE 5.051 (4.832)] [KD 6.603 (6.175)] +2024-10-12 09:23:21,627 - Train: 21.36% [267250/1251000] [213.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.002678] [CE 4.683 (4.816)] [KD 6.223 (6.313)] +2024-10-12 09:23:29,259 - Train: 21.37% [267300/1251000] [213.7/1000.0] [batch_t 0.158 (0.153)] [data_t 0.005] [optim_t 0.153] [lr 0.002678] [CE 4.556 (4.858)] [KD 6.181 (6.405)] +2024-10-12 09:23:36,843 - Train: 21.37% [267350/1251000] [213.7/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002678] [CE 4.460 (4.815)] [KD 6.052 (6.255)] +2024-10-12 09:23:44,299 - Train: 21.37% [267400/1251000] [213.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002678] [CE 5.164 (4.762)] [KD 6.047 (6.181)] +2024-10-12 09:23:51,811 - Train: 21.38% [267450/1251000] [213.8/1000.0] [batch_t 0.156 (0.150)] [data_t 0.006] [optim_t 0.150] [lr 0.002677] [CE 4.979 (4.826)] [KD 6.495 (6.239)] +2024-10-12 09:23:59,441 - Train: 21.38% [267500/1251000] [213.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002677] [CE 4.321 (4.797)] [KD 6.369 (6.268)] +2024-10-12 09:24:07,016 - Train: 21.39% [267550/1251000] [213.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002677] [CE 4.913 (4.803)] [KD 6.358 (6.289)] +2024-10-12 09:24:14,450 - Train: 21.39% [267600/1251000] [213.9/1000.0] [batch_t 0.152 (0.149)] [data_t 0.006] [optim_t 0.146] [lr 0.002677] [CE 5.017 (4.809)] [KD 6.579 (6.318)] +2024-10-12 09:24:22,224 - Train: 21.39% [267650/1251000] [213.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.002677] [CE 4.791 (4.851)] [KD 6.221 (6.236)] +2024-10-12 09:24:29,684 - Train: 21.40% [267700/1251000] [214.0/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.002677] [CE 4.884 (4.842)] [KD 6.296 (6.292)] +2024-10-12 09:24:37,605 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.110)] [top1_cnt 29668] [top5_cnt 41334] [top_all 50000] +2024-10-12 09:24:37,606 - net: 59.336 (82.668) +2024-10-12 09:24:43,442 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 34282] [top5_cnt 44290] [top_all 50000] +2024-10-12 09:24:43,443 - net_E: 68.564 (88.580) +2024-10-12 09:24:43,602 - Max [top1: 60.842 (epoch: 201)] [top1-ema: 68.570 (epoch: 213)] +2024-10-12 09:24:43,603 - ==> Total time: 11:37:34 Eta: 1 day, 18:42:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 09:24:51,073 - Train: 21.40% [267750/1251000] [214.0/1000.0] [batch_t 0.144 (0.164)] [data_t 0.004] [optim_t 0.140] [lr 0.002677] [CE 4.676 (4.773)] [KD 6.219 (6.227)] +2024-10-12 09:24:58,459 - Train: 21.41% [267800/1251000] [214.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.007] [optim_t 0.141] [lr 0.002677] [CE 5.104 (4.802)] [KD 6.482 (6.170)] +2024-10-12 09:25:06,173 - Train: 21.41% [267850/1251000] [214.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002677] [CE 4.487 (4.817)] [KD 6.130 (6.307)] +2024-10-12 09:25:13,772 - Train: 21.41% [267900/1251000] [214.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.002676] [CE 5.323 (4.811)] [KD 6.759 (6.326)] +2024-10-12 09:25:21,300 - Train: 21.42% [267950/1251000] [214.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002676] [CE 4.240 (4.868)] [KD 6.127 (6.374)] +2024-10-12 09:25:28,836 - Train: 21.42% [268000/1251000] [214.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002676] [CE 4.358 (4.790)] [KD 6.068 (6.233)] +2024-10-12 09:25:36,419 - Train: 21.43% [268050/1251000] [214.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.002676] [CE 4.507 (4.848)] [KD 6.121 (6.305)] +2024-10-12 09:25:43,881 - Train: 21.43% [268100/1251000] [214.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002676] [CE 4.331 (4.756)] [KD 6.035 (6.180)] +2024-10-12 09:25:51,732 - Train: 21.43% [268150/1251000] [214.3/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.002676] [CE 5.170 (4.815)] [KD 6.433 (6.229)] +2024-10-12 09:25:59,175 - Train: 21.44% [268200/1251000] [214.4/1000.0] [batch_t 0.143 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.002676] [CE 4.632 (4.777)] [KD 6.477 (6.231)] +2024-10-12 09:26:06,884 - Train: 21.44% [268250/1251000] [214.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002676] [CE 4.829 (4.842)] [KD 6.107 (6.195)] +2024-10-12 09:26:14,340 - Train: 21.45% [268300/1251000] [214.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002675] [CE 4.852 (4.768)] [KD 6.131 (6.265)] +2024-10-12 09:26:21,771 - Train: 21.45% [268350/1251000] [214.5/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002675] [CE 4.814 (4.812)] [KD 5.778 (6.265)] +2024-10-12 09:26:29,328 - Train: 21.45% [268400/1251000] [214.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002675] [CE 4.918 (4.831)] [KD 6.311 (6.240)] +2024-10-12 09:26:37,071 - Train: 21.46% [268450/1251000] [214.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.002675] [CE 4.943 (4.806)] [KD 6.307 (6.213)] +2024-10-12 09:26:44,594 - Train: 21.46% [268500/1251000] [214.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002675] [CE 4.625 (4.841)] [KD 6.293 (6.244)] +2024-10-12 09:26:52,114 - Train: 21.47% [268550/1251000] [214.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002675] [CE 4.288 (4.895)] [KD 6.109 (6.335)] +2024-10-12 09:26:59,677 - Train: 21.47% [268600/1251000] [214.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002675] [CE 5.291 (4.852)] [KD 6.281 (6.270)] +2024-10-12 09:27:07,293 - Train: 21.47% [268650/1251000] [214.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002675] [CE 5.323 (4.841)] [KD 6.443 (6.305)] +2024-10-12 09:27:14,804 - Train: 21.48% [268700/1251000] [214.8/1000.0] [batch_t 0.264 (0.150)] [data_t 0.006] [optim_t 0.258] [lr 0.002675] [CE 4.626 (4.740)] [KD 6.472 (6.232)] +2024-10-12 09:27:22,319 - Train: 21.48% [268750/1251000] [214.8/1000.0] [batch_t 0.154 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.002674] [CE 4.865 (4.815)] [KD 6.461 (6.276)] +2024-10-12 09:27:29,828 - Train: 21.49% [268800/1251000] [214.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002674] [CE 4.375 (4.812)] [KD 6.118 (6.362)] +2024-10-12 09:27:37,412 - Train: 21.49% [268850/1251000] [214.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.002674] [CE 4.987 (4.776)] [KD 6.604 (6.258)] +2024-10-12 09:27:44,933 - Train: 21.49% [268900/1251000] [214.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002674] [CE 5.072 (4.883)] [KD 6.624 (6.318)] +2024-10-12 09:27:52,293 - Train: 21.50% [268950/1251000] [215.0/1000.0] [batch_t 0.153 (0.147)] [data_t 0.008] [optim_t 0.145] [lr 0.002674] [CE 5.118 (4.885)] [KD 6.676 (6.309)] +2024-10-12 09:28:00,142 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 30405] [top5_cnt 41818] [top_all 50000] +2024-10-12 09:28:00,142 - net: 60.810 (83.636) +2024-10-12 09:28:05,907 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34273] [top5_cnt 44262] [top_all 50000] +2024-10-12 09:28:05,908 - net_E: 68.546 (88.524) +2024-10-12 09:28:06,037 - Max [top1: 60.842 (epoch: 201)] [top1-ema: 68.570 (epoch: 213)] +2024-10-12 09:28:06,038 - ==> Total time: 11:40:57 Eta: 1 day, 18:39:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 09:28:13,629 - Train: 21.50% [269000/1251000] [215.0/1000.0] [batch_t 0.303 (0.168)] [data_t 0.004] [optim_t 0.300] [lr 0.002674] [CE 4.531 (4.736)] [KD 6.243 (6.194)] +2024-10-12 09:28:21,071 - Train: 21.51% [269050/1251000] [215.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.002674] [CE 4.696 (4.799)] [KD 6.132 (6.227)] +2024-10-12 09:28:28,778 - Train: 21.51% [269100/1251000] [215.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002674] [CE 4.353 (4.780)] [KD 5.903 (6.187)] +2024-10-12 09:28:36,303 - Train: 21.51% [269150/1251000] [215.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002674] [CE 4.986 (4.798)] [KD 6.357 (6.228)] +2024-10-12 09:28:43,824 - Train: 21.52% [269200/1251000] [215.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002673] [CE 4.514 (4.830)] [KD 6.232 (6.256)] +2024-10-12 09:28:51,298 - Train: 21.52% [269250/1251000] [215.2/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.002673] [CE 5.239 (4.871)] [KD 6.701 (6.269)] +2024-10-12 09:28:59,000 - Train: 21.53% [269300/1251000] [215.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002673] [CE 4.806 (4.820)] [KD 6.352 (6.296)] +2024-10-12 09:29:06,599 - Train: 21.53% [269350/1251000] [215.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.002673] [CE 4.972 (4.838)] [KD 6.385 (6.289)] +2024-10-12 09:29:13,990 - Train: 21.53% [269400/1251000] [215.3/1000.0] [batch_t 0.143 (0.148)] [data_t 0.003] [optim_t 0.140] [lr 0.002673] [CE 5.172 (4.888)] [KD 6.638 (6.379)] +2024-10-12 09:29:21,508 - Train: 21.54% [269450/1251000] [215.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002673] [CE 4.476 (4.788)] [KD 6.211 (6.277)] +2024-10-12 09:29:29,118 - Train: 21.54% [269500/1251000] [215.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002673] [CE 4.483 (4.800)] [KD 6.142 (6.201)] +2024-10-12 09:29:36,686 - Train: 21.55% [269550/1251000] [215.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002673] [CE 4.803 (4.815)] [KD 6.286 (6.177)] +2024-10-12 09:29:44,186 - Train: 21.55% [269600/1251000] [215.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002672] [CE 5.346 (4.807)] [KD 6.641 (6.172)] +2024-10-12 09:29:51,670 - Train: 21.55% [269650/1251000] [215.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.002672] [CE 5.117 (4.810)] [KD 6.323 (6.280)] +2024-10-12 09:29:59,291 - Train: 21.56% [269700/1251000] [215.6/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.002672] [CE 4.782 (4.825)] [KD 6.173 (6.242)] +2024-10-12 09:30:06,876 - Train: 21.56% [269750/1251000] [215.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002672] [CE 4.500 (4.852)] [KD 6.287 (6.286)] +2024-10-12 09:30:14,349 - Train: 21.57% [269800/1251000] [215.7/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.151] [lr 0.002672] [CE 4.465 (4.763)] [KD 6.017 (6.240)] +2024-10-12 09:30:21,879 - Train: 21.57% [269850/1251000] [215.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002672] [CE 4.845 (4.810)] [KD 6.309 (6.194)] +2024-10-12 09:30:29,381 - Train: 21.57% [269900/1251000] [215.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002672] [CE 4.596 (4.838)] [KD 6.395 (6.292)] +2024-10-12 09:30:37,011 - Train: 21.58% [269950/1251000] [215.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.002672] [CE 4.639 (4.769)] [KD 6.201 (6.227)] +2024-10-12 09:30:44,619 - Train: 21.58% [270000/1251000] [215.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002672] [CE 4.717 (4.745)] [KD 6.040 (6.123)] +2024-10-12 09:30:52,104 - Train: 21.59% [270050/1251000] [215.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002671] [CE 4.998 (4.827)] [KD 5.958 (6.132)] +2024-10-12 09:30:59,545 - Train: 21.59% [270100/1251000] [215.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002671] [CE 4.862 (4.871)] [KD 6.398 (6.226)] +2024-10-12 09:31:07,063 - Train: 21.59% [270150/1251000] [215.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002671] [CE 4.595 (4.788)] [KD 5.907 (6.257)] +2024-10-12 09:31:14,521 - Train: 21.60% [270200/1251000] [216.0/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002671] [CE 4.721 (4.833)] [KD 6.138 (6.204)] +2024-10-12 09:31:22,669 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 28365] [top5_cnt 39964] [top_all 50000] +2024-10-12 09:31:22,670 - net: 56.730 (79.928) +2024-10-12 09:31:28,506 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34306] [top5_cnt 44280] [top_all 50000] +2024-10-12 09:31:28,507 - net_E: 68.612 (88.560) +2024-10-12 09:31:28,640 - Max [top1: 60.842 (epoch: 201)] [top1-ema: 68.612 (epoch: 216)] +2024-10-12 09:31:28,641 - ==> Total time: 11:44:19 Eta: 1 day, 18:36:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 09:31:36,404 - Train: 21.60% [270250/1251000] [216.0/1000.0] [batch_t 0.145 (0.162)] [data_t 0.005] [optim_t 0.140] [lr 0.002671] [CE 4.623 (4.838)] [KD 6.192 (6.285)] +2024-10-12 09:31:44,184 - Train: 21.61% [270300/1251000] [216.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.002671] [CE 5.121 (4.797)] [KD 6.304 (6.312)] +2024-10-12 09:31:51,745 - Train: 21.61% [270350/1251000] [216.1/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.002671] [CE 4.726 (4.871)] [KD 6.330 (6.349)] +2024-10-12 09:31:59,337 - Train: 21.61% [270400/1251000] [216.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002671] [CE 4.865 (4.749)] [KD 6.036 (6.237)] +2024-10-12 09:32:06,758 - Train: 21.62% [270450/1251000] [216.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002670] [CE 4.780 (4.802)] [KD 6.266 (6.260)] +2024-10-12 09:32:14,189 - Train: 21.62% [270500/1251000] [216.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002670] [CE 4.522 (4.821)] [KD 6.226 (6.310)] +2024-10-12 09:32:21,737 - Train: 21.63% [270550/1251000] [216.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002670] [CE 4.914 (4.852)] [KD 5.912 (6.265)] +2024-10-12 09:32:29,369 - Train: 21.63% [270600/1251000] [216.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002670] [CE 4.488 (4.797)] [KD 6.066 (6.231)] +2024-10-12 09:32:36,901 - Train: 21.63% [270650/1251000] [216.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002670] [CE 4.737 (4.760)] [KD 5.908 (6.283)] +2024-10-12 09:32:44,711 - Train: 21.64% [270700/1251000] [216.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.007] [optim_t 0.144] [lr 0.002670] [CE 5.516 (4.791)] [KD 6.404 (6.176)] +2024-10-12 09:32:52,123 - Train: 21.64% [270750/1251000] [216.4/1000.0] [batch_t 0.148 (0.148)] [data_t 0.009] [optim_t 0.139] [lr 0.002670] [CE 5.173 (4.892)] [KD 6.387 (6.249)] +2024-10-12 09:32:59,686 - Train: 21.65% [270800/1251000] [216.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002670] [CE 4.757 (4.790)] [KD 6.063 (6.242)] +2024-10-12 09:33:07,107 - Train: 21.65% [270850/1251000] [216.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.007] [optim_t 0.142] [lr 0.002670] [CE 4.908 (4.830)] [KD 6.511 (6.284)] +2024-10-12 09:33:14,763 - Train: 21.65% [270900/1251000] [216.5/1000.0] [batch_t 0.143 (0.153)] [data_t 0.004] [optim_t 0.139] [lr 0.002669] [CE 4.729 (4.771)] [KD 6.137 (6.269)] +2024-10-12 09:33:22,158 - Train: 21.66% [270950/1251000] [216.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002669] [CE 4.564 (4.836)] [KD 6.316 (6.284)] +2024-10-12 09:33:29,755 - Train: 21.66% [271000/1251000] [216.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002669] [CE 5.137 (4.789)] [KD 6.428 (6.187)] +2024-10-12 09:33:37,269 - Train: 21.67% [271050/1251000] [216.7/1000.0] [batch_t 0.273 (0.150)] [data_t 0.004] [optim_t 0.269] [lr 0.002669] [CE 4.512 (4.747)] [KD 5.874 (6.212)] +2024-10-12 09:33:44,676 - Train: 21.67% [271100/1251000] [216.7/1000.0] [batch_t 0.156 (0.148)] [data_t 0.005] [optim_t 0.152] [lr 0.002669] [CE 4.905 (4.899)] [KD 6.212 (6.282)] +2024-10-12 09:33:52,520 - Train: 21.67% [271150/1251000] [216.7/1000.0] [batch_t 0.156 (0.157)] [data_t 0.003] [optim_t 0.154] [lr 0.002669] [CE 4.972 (4.822)] [KD 6.162 (6.201)] +2024-10-12 09:34:00,111 - Train: 21.68% [271200/1251000] [216.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002669] [CE 4.223 (4.750)] [KD 5.941 (6.230)] +2024-10-12 09:34:07,677 - Train: 21.68% [271250/1251000] [216.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002669] [CE 5.134 (4.835)] [KD 6.169 (6.267)] +2024-10-12 09:34:15,059 - Train: 21.69% [271300/1251000] [216.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002668] [CE 5.278 (4.847)] [KD 6.681 (6.295)] +2024-10-12 09:34:22,395 - Train: 21.69% [271350/1251000] [216.9/1000.0] [batch_t 0.145 (0.147)] [data_t 0.004] [optim_t 0.141] [lr 0.002668] [CE 4.975 (4.782)] [KD 6.694 (6.279)] +2024-10-12 09:34:29,856 - Train: 21.69% [271400/1251000] [216.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002668] [CE 4.705 (4.792)] [KD 6.565 (6.241)] +2024-10-12 09:34:37,685 - Train: 21.70% [271450/1251000] [217.0/1000.0] [batch_t 0.145 (0.156)] [data_t 0.005] [optim_t 0.140] [lr 0.002668] [CE 4.854 (4.821)] [KD 6.345 (6.249)] +2024-10-12 09:34:45,779 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 30500] [top5_cnt 42009] [top_all 50000] +2024-10-12 09:34:45,780 - net: 61.000 (84.018) +2024-10-12 09:34:52,783 - Test (net_E): 100.00% [50/50] [batch_t 0.026 (0.126)] [top1_cnt 34285] [top5_cnt 44286] [top_all 50000] +2024-10-12 09:34:52,784 - net_E: 68.570 (88.572) +2024-10-12 09:34:52,912 - Max [top1: 61.000 (epoch: 217)] [top1-ema: 68.612 (epoch: 216)] +2024-10-12 09:34:52,913 - ==> Total time: 11:47:43 Eta: 1 day, 18:33:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 09:35:01,166 - Train: 21.70% [271500/1251000] [217.0/1000.0] [batch_t 0.145 (0.169)] [data_t 0.004] [optim_t 0.141] [lr 0.002668] [CE 5.246 (4.803)] [KD 6.535 (6.245)] +2024-10-12 09:35:08,634 - Train: 21.71% [271550/1251000] [217.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.007] [optim_t 0.144] [lr 0.002668] [CE 4.885 (4.756)] [KD 5.927 (6.145)] +2024-10-12 09:35:16,235 - Train: 21.71% [271600/1251000] [217.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002668] [CE 4.875 (4.813)] [KD 6.207 (6.301)] +2024-10-12 09:35:23,721 - Train: 21.71% [271650/1251000] [217.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002668] [CE 4.692 (4.843)] [KD 5.888 (6.272)] +2024-10-12 09:35:31,141 - Train: 21.72% [271700/1251000] [217.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002668] [CE 4.506 (4.834)] [KD 6.014 (6.253)] +2024-10-12 09:35:38,820 - Train: 21.72% [271750/1251000] [217.2/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.002667] [CE 5.197 (4.771)] [KD 6.517 (6.209)] +2024-10-12 09:35:46,474 - Train: 21.73% [271800/1251000] [217.3/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.002667] [CE 4.879 (4.788)] [KD 6.301 (6.289)] +2024-10-12 09:35:54,070 - Train: 21.73% [271850/1251000] [217.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002667] [CE 4.284 (4.800)] [KD 5.948 (6.236)] +2024-10-12 09:36:01,891 - Train: 21.73% [271900/1251000] [217.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.002667] [CE 5.005 (4.873)] [KD 6.341 (6.249)] +2024-10-12 09:36:09,573 - Train: 21.74% [271950/1251000] [217.4/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.002667] [CE 4.979 (4.835)] [KD 6.263 (6.310)] +2024-10-12 09:36:17,133 - Train: 21.74% [272000/1251000] [217.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002667] [CE 4.745 (4.878)] [KD 6.239 (6.190)] +2024-10-12 09:36:24,649 - Train: 21.75% [272050/1251000] [217.5/1000.0] [batch_t 0.157 (0.150)] [data_t 0.006] [optim_t 0.151] [lr 0.002667] [CE 4.527 (4.804)] [KD 6.179 (6.243)] +2024-10-12 09:36:32,234 - Train: 21.75% [272100/1251000] [217.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002667] [CE 4.706 (4.845)] [KD 6.337 (6.170)] +2024-10-12 09:36:39,714 - Train: 21.75% [272150/1251000] [217.5/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.002666] [CE 4.611 (4.874)] [KD 5.893 (6.298)] +2024-10-12 09:36:47,280 - Train: 21.76% [272200/1251000] [217.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002666] [CE 5.272 (4.839)] [KD 6.410 (6.164)] +2024-10-12 09:36:54,812 - Train: 21.76% [272250/1251000] [217.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.002666] [CE 5.227 (4.854)] [KD 6.506 (6.190)] +2024-10-12 09:37:02,525 - Train: 21.77% [272300/1251000] [217.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002666] [CE 4.308 (4.815)] [KD 5.937 (6.162)] +2024-10-12 09:37:10,285 - Train: 21.77% [272350/1251000] [217.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.002666] [CE 4.690 (4.835)] [KD 6.441 (6.329)] +2024-10-12 09:37:17,758 - Train: 21.77% [272400/1251000] [217.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002666] [CE 4.231 (4.820)] [KD 6.076 (6.321)] +2024-10-12 09:37:25,317 - Train: 21.78% [272450/1251000] [217.8/1000.0] [batch_t 0.159 (0.151)] [data_t 0.002] [optim_t 0.156] [lr 0.002666] [CE 4.919 (4.832)] [KD 6.531 (6.345)] +2024-10-12 09:37:32,944 - Train: 21.78% [272500/1251000] [217.8/1000.0] [batch_t 0.158 (0.152)] [data_t 0.003] [optim_t 0.155] [lr 0.002666] [CE 4.305 (4.824)] [KD 6.065 (6.323)] +2024-10-12 09:37:40,563 - Train: 21.79% [272550/1251000] [217.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002666] [CE 4.731 (4.839)] [KD 6.223 (6.300)] +2024-10-12 09:37:48,138 - Train: 21.79% [272600/1251000] [217.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002665] [CE 4.423 (4.832)] [KD 6.143 (6.384)] +2024-10-12 09:37:55,687 - Train: 21.79% [272650/1251000] [217.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002665] [CE 4.568 (4.862)] [KD 6.266 (6.321)] +2024-10-12 09:38:03,094 - Train: 21.80% [272700/1251000] [218.0/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.002665] [CE 4.545 (4.814)] [KD 6.163 (6.290)] +2024-10-12 09:38:11,686 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 30672] [top5_cnt 42035] [top_all 50000] +2024-10-12 09:38:11,686 - net: 61.344 (84.070) +2024-10-12 09:38:17,661 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 34301] [top5_cnt 44261] [top_all 50000] +2024-10-12 09:38:17,661 - net_E: 68.602 (88.522) +2024-10-12 09:38:17,802 - Max [top1: 61.344 (epoch: 218)] [top1-ema: 68.612 (epoch: 216)] +2024-10-12 09:38:17,803 - ==> Total time: 11:51:08 Eta: 1 day, 18:30:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 09:38:25,444 - Train: 21.80% [272750/1251000] [218.0/1000.0] [batch_t 0.149 (0.168)] [data_t 0.003] [optim_t 0.146] [lr 0.002665] [CE 5.271 (4.818)] [KD 6.317 (6.173)] +2024-10-12 09:38:32,934 - Train: 21.81% [272800/1251000] [218.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002665] [CE 4.934 (4.815)] [KD 6.305 (6.173)] +2024-10-12 09:38:40,639 - Train: 21.81% [272850/1251000] [218.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002665] [CE 4.913 (4.806)] [KD 6.347 (6.215)] +2024-10-12 09:38:48,247 - Train: 21.81% [272900/1251000] [218.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002665] [CE 4.595 (4.779)] [KD 6.216 (6.255)] +2024-10-12 09:38:55,825 - Train: 21.82% [272950/1251000] [218.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002665] [CE 5.226 (4.824)] [KD 7.003 (6.257)] +2024-10-12 09:39:03,296 - Train: 21.82% [273000/1251000] [218.2/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.002664] [CE 4.970 (4.815)] [KD 6.378 (6.284)] +2024-10-12 09:39:10,907 - Train: 21.83% [273050/1251000] [218.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.002664] [CE 4.567 (4.780)] [KD 5.946 (6.222)] +2024-10-12 09:39:18,380 - Train: 21.83% [273100/1251000] [218.3/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002664] [CE 4.886 (4.776)] [KD 6.133 (6.132)] +2024-10-12 09:39:26,465 - Train: 21.83% [273150/1251000] [218.3/1000.0] [batch_t 0.157 (0.162)] [data_t 0.004] [optim_t 0.153] [lr 0.002664] [CE 5.111 (4.728)] [KD 6.408 (6.205)] +2024-10-12 09:39:33,933 - Train: 21.84% [273200/1251000] [218.4/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.002664] [CE 4.725 (4.788)] [KD 6.416 (6.286)] +2024-10-12 09:39:41,562 - Train: 21.84% [273250/1251000] [218.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002664] [CE 4.499 (4.772)] [KD 6.219 (6.266)] +2024-10-12 09:39:49,189 - Train: 21.85% [273300/1251000] [218.5/1000.0] [batch_t 0.266 (0.152)] [data_t 0.003] [optim_t 0.263] [lr 0.002664] [CE 5.096 (4.852)] [KD 6.132 (6.282)] +2024-10-12 09:39:56,779 - Train: 21.85% [273350/1251000] [218.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002664] [CE 4.933 (4.756)] [KD 6.327 (6.176)] +2024-10-12 09:40:04,356 - Train: 21.85% [273400/1251000] [218.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002664] [CE 4.921 (4.773)] [KD 6.668 (6.250)] +2024-10-12 09:40:12,139 - Train: 21.86% [273450/1251000] [218.6/1000.0] [batch_t 0.162 (0.156)] [data_t 0.004] [optim_t 0.158] [lr 0.002663] [CE 4.433 (4.851)] [KD 5.864 (6.219)] +2024-10-12 09:40:19,721 - Train: 21.86% [273500/1251000] [218.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002663] [CE 4.648 (4.859)] [KD 6.055 (6.227)] +2024-10-12 09:40:27,670 - Train: 21.87% [273550/1251000] [218.7/1000.0] [batch_t 0.287 (0.159)] [data_t 0.003] [optim_t 0.284] [lr 0.002663] [CE 5.075 (4.821)] [KD 6.549 (6.247)] +2024-10-12 09:40:35,463 - Train: 21.87% [273600/1251000] [218.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.002663] [CE 4.709 (4.839)] [KD 6.073 (6.277)] +2024-10-12 09:40:43,080 - Train: 21.87% [273650/1251000] [218.7/1000.0] [batch_t 0.276 (0.152)] [data_t 0.003] [optim_t 0.273] [lr 0.002663] [CE 5.366 (4.748)] [KD 6.413 (6.252)] +2024-10-12 09:40:50,501 - Train: 21.88% [273700/1251000] [218.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002663] [CE 4.816 (4.817)] [KD 5.985 (6.220)] +2024-10-12 09:40:58,280 - Train: 21.88% [273750/1251000] [218.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.002663] [CE 4.714 (4.778)] [KD 6.088 (6.190)] +2024-10-12 09:41:05,740 - Train: 21.89% [273800/1251000] [218.9/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.002663] [CE 5.244 (4.783)] [KD 6.115 (6.160)] +2024-10-12 09:41:13,154 - Train: 21.89% [273850/1251000] [218.9/1000.0] [batch_t 0.152 (0.148)] [data_t 0.003] [optim_t 0.149] [lr 0.002662] [CE 4.766 (4.865)] [KD 6.155 (6.283)] +2024-10-12 09:41:20,714 - Train: 21.89% [273900/1251000] [218.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002662] [CE 4.194 (4.848)] [KD 5.694 (6.189)] +2024-10-12 09:41:28,293 - Train: 21.90% [273950/1251000] [219.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002662] [CE 4.852 (4.813)] [KD 6.253 (6.162)] +2024-10-12 09:41:36,838 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 30196] [top5_cnt 41781] [top_all 50000] +2024-10-12 09:41:36,838 - net: 60.392 (83.562) +2024-10-12 09:41:42,679 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 34271] [top5_cnt 44287] [top_all 50000] +2024-10-12 09:41:42,680 - net_E: 68.542 (88.574) +2024-10-12 09:41:42,819 - Max [top1: 61.344 (epoch: 218)] [top1-ema: 68.612 (epoch: 216)] +2024-10-12 09:41:42,819 - ==> Total time: 11:54:33 Eta: 1 day, 18:28:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 09:41:49,470 - Train: 21.90% [274000/1251000] [219.0/1000.0] [batch_t 0.144 (0.163)] [data_t 0.005] [optim_t 0.140] [lr 0.002662] [CE 4.777 (4.828)] [KD 6.290 (6.219)] +2024-10-12 09:41:56,834 - Train: 21.91% [274050/1251000] [219.1/1000.0] [batch_t 0.147 (0.147)] [data_t 0.003] [optim_t 0.144] [lr 0.002662] [CE 5.060 (4.908)] [KD 6.714 (6.308)] +2024-10-12 09:42:04,531 - Train: 21.91% [274100/1251000] [219.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002662] [CE 5.051 (4.744)] [KD 6.291 (6.263)] +2024-10-12 09:42:11,948 - Train: 21.91% [274150/1251000] [219.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002662] [CE 4.665 (4.752)] [KD 6.040 (6.228)] +2024-10-12 09:42:19,606 - Train: 21.92% [274200/1251000] [219.2/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.002662] [CE 4.728 (4.815)] [KD 5.787 (6.161)] +2024-10-12 09:42:27,098 - Train: 21.92% [274250/1251000] [219.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002662] [CE 4.587 (4.765)] [KD 5.868 (6.215)] +2024-10-12 09:42:34,519 - Train: 21.93% [274300/1251000] [219.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002661] [CE 4.533 (4.786)] [KD 6.104 (6.234)] +2024-10-12 09:42:41,917 - Train: 21.93% [274350/1251000] [219.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002661] [CE 5.012 (4.802)] [KD 6.043 (6.185)] +2024-10-12 09:42:49,891 - Train: 21.93% [274400/1251000] [219.3/1000.0] [batch_t 0.154 (0.159)] [data_t 0.003] [optim_t 0.151] [lr 0.002661] [CE 4.456 (4.826)] [KD 6.402 (6.219)] +2024-10-12 09:42:57,301 - Train: 21.94% [274450/1251000] [219.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002661] [CE 4.378 (4.769)] [KD 6.028 (6.221)] +2024-10-12 09:43:04,965 - Train: 21.94% [274500/1251000] [219.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002661] [CE 5.032 (4.801)] [KD 6.287 (6.150)] +2024-10-12 09:43:12,505 - Train: 21.95% [274550/1251000] [219.5/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002661] [CE 4.781 (4.825)] [KD 6.154 (6.245)] +2024-10-12 09:43:20,025 - Train: 21.95% [274600/1251000] [219.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002661] [CE 4.611 (4.800)] [KD 5.958 (6.207)] +2024-10-12 09:43:27,482 - Train: 21.95% [274650/1251000] [219.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002661] [CE 4.420 (4.819)] [KD 5.869 (6.227)] +2024-10-12 09:43:34,997 - Train: 21.96% [274700/1251000] [219.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002660] [CE 5.114 (4.863)] [KD 6.172 (6.282)] +2024-10-12 09:43:42,400 - Train: 21.96% [274750/1251000] [219.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002660] [CE 4.402 (4.850)] [KD 6.166 (6.279)] +2024-10-12 09:43:50,037 - Train: 21.97% [274800/1251000] [219.7/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.002660] [CE 4.760 (4.809)] [KD 6.597 (6.296)] +2024-10-12 09:43:57,643 - Train: 21.97% [274850/1251000] [219.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002660] [CE 5.269 (4.799)] [KD 6.325 (6.273)] +2024-10-12 09:44:05,044 - Train: 21.97% [274900/1251000] [219.7/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.140] [lr 0.002660] [CE 4.990 (4.794)] [KD 6.115 (6.232)] +2024-10-12 09:44:12,839 - Train: 21.98% [274950/1251000] [219.8/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.002660] [CE 4.764 (4.773)] [KD 6.436 (6.194)] +2024-10-12 09:44:20,273 - Train: 21.98% [275000/1251000] [219.8/1000.0] [batch_t 0.152 (0.149)] [data_t 0.006] [optim_t 0.146] [lr 0.002660] [CE 4.750 (4.782)] [KD 5.959 (6.199)] +2024-10-12 09:44:27,779 - Train: 21.99% [275050/1251000] [219.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.002660] [CE 4.627 (4.762)] [KD 6.078 (6.247)] +2024-10-12 09:44:35,272 - Train: 21.99% [275100/1251000] [219.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002659] [CE 4.674 (4.786)] [KD 6.304 (6.225)] +2024-10-12 09:44:42,673 - Train: 21.99% [275150/1251000] [219.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.002659] [CE 4.579 (4.821)] [KD 6.246 (6.144)] +2024-10-12 09:44:50,181 - Train: 22.00% [275200/1251000] [220.0/1000.0] [batch_t 0.156 (0.150)] [data_t 0.005] [optim_t 0.151] [lr 0.002659] [CE 4.511 (4.900)] [KD 6.622 (6.261)] +2024-10-12 09:44:58,971 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.110)] [top1_cnt 30306] [top5_cnt 41761] [top_all 50000] +2024-10-12 09:44:58,972 - net: 60.612 (83.522) +2024-10-12 09:45:04,774 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 34276] [top5_cnt 44286] [top_all 50000] +2024-10-12 09:45:04,775 - net_E: 68.552 (88.572) +2024-10-12 09:45:04,914 - Max [top1: 61.344 (epoch: 218)] [top1-ema: 68.612 (epoch: 216)] +2024-10-12 09:45:04,915 - ==> Total time: 11:57:55 Eta: 1 day, 18:25:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 09:45:12,215 - Train: 22.00% [275250/1251000] [220.0/1000.0] [batch_t 0.148 (0.174)] [data_t 0.004] [optim_t 0.144] [lr 0.002659] [CE 5.270 (4.864)] [KD 6.523 (6.228)] +2024-10-12 09:45:19,749 - Train: 22.01% [275300/1251000] [220.1/1000.0] [batch_t 0.290 (0.151)] [data_t 0.003] [optim_t 0.287] [lr 0.002659] [CE 4.761 (4.804)] [KD 6.542 (6.168)] +2024-10-12 09:45:27,287 - Train: 22.01% [275350/1251000] [220.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002659] [CE 5.195 (4.792)] [KD 6.405 (6.239)] +2024-10-12 09:45:34,817 - Train: 22.01% [275400/1251000] [220.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002659] [CE 5.088 (4.859)] [KD 6.352 (6.284)] +2024-10-12 09:45:42,460 - Train: 22.02% [275450/1251000] [220.2/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.002659] [CE 4.847 (4.858)] [KD 6.320 (6.340)] +2024-10-12 09:45:49,871 - Train: 22.02% [275500/1251000] [220.2/1000.0] [batch_t 0.149 (0.148)] [data_t 0.002] [optim_t 0.146] [lr 0.002659] [CE 4.237 (4.782)] [KD 5.948 (6.224)] +2024-10-12 09:45:57,272 - Train: 22.03% [275550/1251000] [220.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.002658] [CE 4.881 (4.788)] [KD 6.033 (6.220)] +2024-10-12 09:46:04,923 - Train: 22.03% [275600/1251000] [220.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.002658] [CE 4.549 (4.816)] [KD 5.996 (6.307)] +2024-10-12 09:46:12,379 - Train: 22.03% [275650/1251000] [220.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002658] [CE 4.677 (4.780)] [KD 6.362 (6.173)] +2024-10-12 09:46:20,072 - Train: 22.04% [275700/1251000] [220.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.002658] [CE 4.797 (4.872)] [KD 6.444 (6.332)] +2024-10-12 09:46:27,680 - Train: 22.04% [275750/1251000] [220.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.002658] [CE 4.888 (4.851)] [KD 6.330 (6.290)] +2024-10-12 09:46:35,388 - Train: 22.05% [275800/1251000] [220.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.002658] [CE 5.152 (4.888)] [KD 6.245 (6.205)] +2024-10-12 09:46:42,877 - Train: 22.05% [275850/1251000] [220.5/1000.0] [batch_t 0.158 (0.150)] [data_t 0.004] [optim_t 0.154] [lr 0.002658] [CE 4.458 (4.824)] [KD 6.335 (6.228)] +2024-10-12 09:46:50,438 - Train: 22.05% [275900/1251000] [220.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002658] [CE 4.542 (4.795)] [KD 5.929 (6.254)] +2024-10-12 09:46:57,924 - Train: 22.06% [275950/1251000] [220.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.002657] [CE 5.061 (4.792)] [KD 6.845 (6.271)] +2024-10-12 09:47:05,319 - Train: 22.06% [276000/1251000] [220.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.002657] [CE 5.045 (4.787)] [KD 6.271 (6.215)] +2024-10-12 09:47:13,037 - Train: 22.07% [276050/1251000] [220.7/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.002657] [CE 4.850 (4.859)] [KD 6.525 (6.254)] +2024-10-12 09:47:20,794 - Train: 22.07% [276100/1251000] [220.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.140] [lr 0.002657] [CE 4.698 (4.824)] [KD 6.260 (6.319)] +2024-10-12 09:47:28,175 - Train: 22.07% [276150/1251000] [220.7/1000.0] [batch_t 0.144 (0.148)] [data_t 0.006] [optim_t 0.138] [lr 0.002657] [CE 5.004 (4.900)] [KD 6.618 (6.313)] +2024-10-12 09:47:35,829 - Train: 22.08% [276200/1251000] [220.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002657] [CE 4.239 (4.752)] [KD 6.237 (6.218)] +2024-10-12 09:47:43,274 - Train: 22.08% [276250/1251000] [220.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002657] [CE 4.735 (4.753)] [KD 6.307 (6.199)] +2024-10-12 09:47:50,943 - Train: 22.09% [276300/1251000] [220.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.002657] [CE 4.786 (4.853)] [KD 6.305 (6.207)] +2024-10-12 09:47:58,460 - Train: 22.09% [276350/1251000] [220.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002657] [CE 4.667 (4.764)] [KD 6.225 (6.121)] +2024-10-12 09:48:06,082 - Train: 22.09% [276400/1251000] [220.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002656] [CE 4.075 (4.823)] [KD 5.846 (6.219)] +2024-10-12 09:48:13,715 - Train: 22.10% [276450/1251000] [221.0/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002656] [CE 5.263 (4.823)] [KD 6.476 (6.255)] +2024-10-12 09:48:22,524 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 30554] [top5_cnt 41895] [top_all 50000] +2024-10-12 09:48:22,525 - net: 61.108 (83.790) +2024-10-12 09:48:28,380 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 34281] [top5_cnt 44310] [top_all 50000] +2024-10-12 09:48:28,380 - net_E: 68.562 (88.620) +2024-10-12 09:48:28,513 - Max [top1: 61.344 (epoch: 218)] [top1-ema: 68.612 (epoch: 216)] +2024-10-12 09:48:28,513 - ==> Total time: 12:01:19 Eta: 1 day, 18:22:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 09:48:34,880 - Train: 22.10% [276500/1251000] [221.0/1000.0] [batch_t 0.146 (0.170)] [data_t 0.004] [optim_t 0.142] [lr 0.002656] [CE 4.404 (4.772)] [KD 5.999 (6.085)] +2024-10-12 09:48:42,346 - Train: 22.11% [276550/1251000] [221.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002656] [CE 4.952 (4.869)] [KD 6.239 (6.151)] +2024-10-12 09:48:49,947 - Train: 22.11% [276600/1251000] [221.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002656] [CE 4.421 (4.863)] [KD 6.220 (6.321)] +2024-10-12 09:48:57,829 - Train: 22.11% [276650/1251000] [221.1/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.002656] [CE 4.862 (4.758)] [KD 6.143 (6.196)] +2024-10-12 09:49:05,439 - Train: 22.12% [276700/1251000] [221.2/1000.0] [batch_t 0.145 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.002656] [CE 4.955 (4.769)] [KD 6.511 (6.129)] +2024-10-12 09:49:13,037 - Train: 22.12% [276750/1251000] [221.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002656] [CE 4.873 (4.778)] [KD 6.159 (6.215)] +2024-10-12 09:49:20,561 - Train: 22.13% [276800/1251000] [221.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002655] [CE 4.559 (4.799)] [KD 6.148 (6.234)] +2024-10-12 09:49:28,286 - Train: 22.13% [276850/1251000] [221.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002655] [CE 4.923 (4.853)] [KD 6.165 (6.255)] +2024-10-12 09:49:35,839 - Train: 22.13% [276900/1251000] [221.3/1000.0] [batch_t 0.164 (0.151)] [data_t 0.004] [optim_t 0.160] [lr 0.002655] [CE 5.051 (4.775)] [KD 6.133 (6.202)] +2024-10-12 09:49:43,860 - Train: 22.14% [276950/1251000] [221.4/1000.0] [batch_t 0.146 (0.160)] [data_t 0.003] [optim_t 0.143] [lr 0.002655] [CE 4.506 (4.746)] [KD 5.975 (6.114)] +2024-10-12 09:49:51,321 - Train: 22.14% [277000/1251000] [221.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002655] [CE 5.224 (4.875)] [KD 5.801 (6.186)] +2024-10-12 09:49:58,870 - Train: 22.15% [277050/1251000] [221.5/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.002655] [CE 5.090 (4.909)] [KD 6.114 (6.196)] +2024-10-12 09:50:06,263 - Train: 22.15% [277100/1251000] [221.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002655] [CE 5.024 (4.820)] [KD 6.198 (6.178)] +2024-10-12 09:50:13,959 - Train: 22.15% [277150/1251000] [221.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002655] [CE 4.856 (4.818)] [KD 6.270 (6.181)] +2024-10-12 09:50:21,556 - Train: 22.16% [277200/1251000] [221.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.002654] [CE 4.599 (4.786)] [KD 6.074 (6.194)] +2024-10-12 09:50:29,338 - Train: 22.16% [277250/1251000] [221.6/1000.0] [batch_t 0.148 (0.156)] [data_t 0.006] [optim_t 0.141] [lr 0.002654] [CE 4.939 (4.829)] [KD 6.345 (6.253)] +2024-10-12 09:50:36,751 - Train: 22.17% [277300/1251000] [221.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002654] [CE 5.056 (4.810)] [KD 6.128 (6.189)] +2024-10-12 09:50:44,277 - Train: 22.17% [277350/1251000] [221.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.002654] [CE 4.712 (4.855)] [KD 5.998 (6.295)] +2024-10-12 09:50:51,690 - Train: 22.17% [277400/1251000] [221.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002654] [CE 5.072 (4.800)] [KD 6.493 (6.268)] +2024-10-12 09:50:59,251 - Train: 22.18% [277450/1251000] [221.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002654] [CE 4.650 (4.848)] [KD 6.003 (6.231)] +2024-10-12 09:51:07,043 - Train: 22.18% [277500/1251000] [221.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.002654] [CE 4.701 (4.858)] [KD 6.189 (6.311)] +2024-10-12 09:51:14,735 - Train: 22.19% [277550/1251000] [221.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002654] [CE 4.972 (4.799)] [KD 6.059 (6.319)] +2024-10-12 09:51:22,297 - Train: 22.19% [277600/1251000] [221.9/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002654] [CE 5.013 (4.837)] [KD 6.713 (6.290)] +2024-10-12 09:51:29,761 - Train: 22.19% [277650/1251000] [221.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002653] [CE 5.180 (4.897)] [KD 6.539 (6.286)] +2024-10-12 09:51:37,362 - Train: 22.20% [277700/1251000] [222.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002653] [CE 4.833 (4.821)] [KD 6.333 (6.301)] +2024-10-12 09:51:46,245 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 29874] [top5_cnt 41334] [top_all 50000] +2024-10-12 09:51:46,246 - net: 59.748 (82.668) +2024-10-12 09:51:52,086 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 34315] [top5_cnt 44300] [top_all 50000] +2024-10-12 09:51:52,086 - net_E: 68.630 (88.600) +2024-10-12 09:51:52,228 - Max [top1: 61.344 (epoch: 218)] [top1-ema: 68.630 (epoch: 222)] +2024-10-12 09:51:52,229 - ==> Total time: 12:04:43 Eta: 1 day, 18:19:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 09:52:00,020 - Train: 22.20% [277750/1251000] [222.0/1000.0] [batch_t 0.143 (0.164)] [data_t 0.004] [optim_t 0.139] [lr 0.002653] [CE 5.108 (4.776)] [KD 6.446 (6.182)] +2024-10-12 09:52:08,017 - Train: 22.21% [277800/1251000] [222.1/1000.0] [batch_t 0.149 (0.160)] [data_t 0.004] [optim_t 0.144] [lr 0.002653] [CE 5.032 (4.846)] [KD 6.111 (6.239)] +2024-10-12 09:52:15,602 - Train: 22.21% [277850/1251000] [222.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.002653] [CE 4.976 (4.836)] [KD 6.195 (6.192)] +2024-10-12 09:52:23,124 - Train: 22.21% [277900/1251000] [222.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002653] [CE 4.882 (4.833)] [KD 6.272 (6.197)] +2024-10-12 09:52:30,450 - Train: 22.22% [277950/1251000] [222.2/1000.0] [batch_t 0.147 (0.146)] [data_t 0.003] [optim_t 0.145] [lr 0.002653] [CE 4.589 (4.787)] [KD 6.419 (6.186)] +2024-10-12 09:52:37,944 - Train: 22.22% [278000/1251000] [222.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002653] [CE 4.990 (4.817)] [KD 6.127 (6.274)] +2024-10-12 09:52:45,549 - Train: 22.23% [278050/1251000] [222.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002652] [CE 4.987 (4.769)] [KD 6.096 (6.186)] +2024-10-12 09:52:52,908 - Train: 22.23% [278100/1251000] [222.3/1000.0] [batch_t 0.160 (0.147)] [data_t 0.004] [optim_t 0.156] [lr 0.002652] [CE 5.131 (4.813)] [KD 6.617 (6.287)] +2024-10-12 09:53:00,303 - Train: 22.23% [278150/1251000] [222.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002652] [CE 4.710 (4.883)] [KD 6.523 (6.350)] +2024-10-12 09:53:08,147 - Train: 22.24% [278200/1251000] [222.4/1000.0] [batch_t 0.146 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.002652] [CE 4.695 (4.827)] [KD 6.304 (6.298)] +2024-10-12 09:53:15,544 - Train: 22.24% [278250/1251000] [222.4/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002652] [CE 5.063 (4.815)] [KD 6.394 (6.250)] +2024-10-12 09:53:23,095 - Train: 22.25% [278300/1251000] [222.5/1000.0] [batch_t 0.143 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.002652] [CE 4.444 (4.800)] [KD 6.127 (6.230)] +2024-10-12 09:53:30,749 - Train: 22.25% [278350/1251000] [222.5/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.002652] [CE 4.440 (4.789)] [KD 6.339 (6.289)] +2024-10-12 09:53:38,109 - Train: 22.25% [278400/1251000] [222.5/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.002652] [CE 4.922 (4.799)] [KD 6.655 (6.298)] +2024-10-12 09:53:45,672 - Train: 22.26% [278450/1251000] [222.6/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.002651] [CE 4.567 (4.820)] [KD 6.132 (6.237)] +2024-10-12 09:53:53,157 - Train: 22.26% [278500/1251000] [222.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.002651] [CE 4.724 (4.867)] [KD 6.489 (6.324)] +2024-10-12 09:54:00,517 - Train: 22.27% [278550/1251000] [222.7/1000.0] [batch_t 0.147 (0.147)] [data_t 0.006] [optim_t 0.141] [lr 0.002651] [CE 4.762 (4.885)] [KD 6.623 (6.316)] +2024-10-12 09:54:08,113 - Train: 22.27% [278600/1251000] [222.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002651] [CE 4.936 (4.830)] [KD 6.336 (6.240)] +2024-10-12 09:54:15,878 - Train: 22.27% [278650/1251000] [222.7/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002651] [CE 5.022 (4.794)] [KD 6.101 (6.232)] +2024-10-12 09:54:23,497 - Train: 22.28% [278700/1251000] [222.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002651] [CE 5.231 (4.785)] [KD 6.380 (6.164)] +2024-10-12 09:54:31,039 - Train: 22.28% [278750/1251000] [222.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002651] [CE 4.288 (4.795)] [KD 6.033 (6.279)] +2024-10-12 09:54:38,513 - Train: 22.29% [278800/1251000] [222.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002651] [CE 4.396 (4.781)] [KD 6.224 (6.219)] +2024-10-12 09:54:46,157 - Train: 22.29% [278850/1251000] [222.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.002651] [CE 5.098 (4.743)] [KD 6.097 (6.157)] +2024-10-12 09:54:53,882 - Train: 22.29% [278900/1251000] [222.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002650] [CE 4.616 (4.799)] [KD 6.119 (6.133)] +2024-10-12 09:55:01,296 - Train: 22.30% [278950/1251000] [223.0/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002650] [CE 4.208 (4.802)] [KD 6.334 (6.227)] +2024-10-12 09:55:10,305 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 30066] [top5_cnt 41371] [top_all 50000] +2024-10-12 09:55:10,306 - net: 60.132 (82.742) +2024-10-12 09:55:16,094 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 34309] [top5_cnt 44306] [top_all 50000] +2024-10-12 09:55:16,095 - net_E: 68.618 (88.612) +2024-10-12 09:55:16,218 - Max [top1: 61.344 (epoch: 218)] [top1-ema: 68.630 (epoch: 222)] +2024-10-12 09:55:16,218 - ==> Total time: 12:08:07 Eta: 1 day, 18:16:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 09:55:22,324 - Train: 22.30% [279000/1251000] [223.0/1000.0] [batch_t 0.146 (0.166)] [data_t 0.003] [optim_t 0.142] [lr 0.002650] [CE 4.267 (4.843)] [KD 6.047 (6.198)] +2024-10-12 09:55:30,340 - Train: 22.31% [279050/1251000] [223.1/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.002650] [CE 4.559 (4.824)] [KD 5.814 (6.178)] +2024-10-12 09:55:37,967 - Train: 22.31% [279100/1251000] [223.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002650] [CE 4.764 (4.840)] [KD 6.261 (6.145)] +2024-10-12 09:55:45,401 - Train: 22.31% [279150/1251000] [223.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.002650] [CE 5.042 (4.784)] [KD 6.278 (6.142)] +2024-10-12 09:55:53,176 - Train: 22.32% [279200/1251000] [223.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.002650] [CE 4.952 (4.792)] [KD 5.886 (6.148)] +2024-10-12 09:56:00,717 - Train: 22.32% [279250/1251000] [223.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002650] [CE 5.221 (4.824)] [KD 6.380 (6.250)] +2024-10-12 09:56:08,613 - Train: 22.33% [279300/1251000] [223.3/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.002649] [CE 5.060 (4.761)] [KD 6.538 (6.179)] +2024-10-12 09:56:16,241 - Train: 22.33% [279350/1251000] [223.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002649] [CE 4.940 (4.812)] [KD 6.108 (6.230)] +2024-10-12 09:56:23,702 - Train: 22.33% [279400/1251000] [223.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002649] [CE 4.973 (4.798)] [KD 6.457 (6.297)] +2024-10-12 09:56:31,546 - Train: 22.34% [279450/1251000] [223.4/1000.0] [batch_t 0.156 (0.157)] [data_t 0.005] [optim_t 0.151] [lr 0.002649] [CE 5.188 (4.722)] [KD 6.194 (6.154)] +2024-10-12 09:56:39,031 - Train: 22.34% [279500/1251000] [223.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.002649] [CE 4.966 (4.773)] [KD 6.426 (6.217)] +2024-10-12 09:56:46,692 - Train: 22.35% [279550/1251000] [223.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.006] [optim_t 0.145] [lr 0.002649] [CE 4.686 (4.790)] [KD 6.144 (6.277)] +2024-10-12 09:56:54,455 - Train: 22.35% [279600/1251000] [223.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.002649] [CE 4.458 (4.783)] [KD 6.141 (6.241)] +2024-10-12 09:57:01,945 - Train: 22.35% [279650/1251000] [223.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002649] [CE 4.299 (4.821)] [KD 6.265 (6.209)] +2024-10-12 09:57:09,691 - Train: 22.36% [279700/1251000] [223.6/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.002648] [CE 5.140 (4.830)] [KD 6.236 (6.230)] +2024-10-12 09:57:17,337 - Train: 22.36% [279750/1251000] [223.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.002648] [CE 4.671 (4.885)] [KD 6.205 (6.301)] +2024-10-12 09:57:24,732 - Train: 22.37% [279800/1251000] [223.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002648] [CE 4.383 (4.805)] [KD 5.987 (6.221)] +2024-10-12 09:57:32,181 - Train: 22.37% [279850/1251000] [223.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002648] [CE 5.218 (4.819)] [KD 6.349 (6.270)] +2024-10-12 09:57:39,845 - Train: 22.37% [279900/1251000] [223.7/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.002648] [CE 4.601 (4.804)] [KD 6.280 (6.350)] +2024-10-12 09:57:47,732 - Train: 22.38% [279950/1251000] [223.8/1000.0] [batch_t 0.147 (0.158)] [data_t 0.004] [optim_t 0.143] [lr 0.002648] [CE 4.761 (4.798)] [KD 6.322 (6.270)] +2024-10-12 09:57:55,245 - Train: 22.38% [280000/1251000] [223.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002648] [CE 4.972 (4.822)] [KD 6.210 (6.300)] +2024-10-12 09:58:02,928 - Train: 22.39% [280050/1251000] [223.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002648] [CE 4.874 (4.829)] [KD 6.064 (6.270)] +2024-10-12 09:58:10,478 - Train: 22.39% [280100/1251000] [223.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.002648] [CE 4.489 (4.848)] [KD 6.186 (6.238)] +2024-10-12 09:58:18,026 - Train: 22.39% [280150/1251000] [223.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002647] [CE 4.716 (4.817)] [KD 6.352 (6.255)] +2024-10-12 09:58:25,583 - Train: 22.40% [280200/1251000] [224.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.002] [optim_t 0.146] [lr 0.002647] [CE 4.664 (4.874)] [KD 6.466 (6.359)] +2024-10-12 09:58:34,715 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 30423] [top5_cnt 41768] [top_all 50000] +2024-10-12 09:58:34,716 - net: 60.846 (83.536) +2024-10-12 09:58:40,635 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 34296] [top5_cnt 44314] [top_all 50000] +2024-10-12 09:58:40,636 - net_E: 68.592 (88.628) +2024-10-12 09:58:40,777 - Max [top1: 61.344 (epoch: 218)] [top1-ema: 68.630 (epoch: 222)] +2024-10-12 09:58:40,777 - ==> Total time: 12:11:31 Eta: 1 day, 18:14:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 09:58:46,674 - Train: 22.40% [280250/1251000] [224.0/1000.0] [batch_t 0.148 (0.170)] [data_t 0.005] [optim_t 0.143] [lr 0.002647] [CE 4.760 (4.842)] [KD 6.157 (6.214)] +2024-10-12 09:58:54,274 - Train: 22.41% [280300/1251000] [224.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.002647] [CE 4.445 (4.797)] [KD 5.878 (6.142)] +2024-10-12 09:59:02,083 - Train: 22.41% [280350/1251000] [224.1/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.002647] [CE 5.189 (4.789)] [KD 6.325 (6.117)] +2024-10-12 09:59:09,719 - Train: 22.41% [280400/1251000] [224.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002647] [CE 4.540 (4.834)] [KD 6.071 (6.341)] +2024-10-12 09:59:17,347 - Train: 22.42% [280450/1251000] [224.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002647] [CE 5.004 (4.795)] [KD 6.324 (6.203)] +2024-10-12 09:59:24,968 - Train: 22.42% [280500/1251000] [224.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.002647] [CE 4.962 (4.830)] [KD 6.101 (6.118)] +2024-10-12 09:59:32,676 - Train: 22.43% [280550/1251000] [224.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002646] [CE 4.957 (4.770)] [KD 6.272 (6.211)] +2024-10-12 09:59:40,128 - Train: 22.43% [280600/1251000] [224.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002646] [CE 4.621 (4.778)] [KD 6.229 (6.247)] +2024-10-12 09:59:47,736 - Train: 22.43% [280650/1251000] [224.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002646] [CE 4.394 (4.772)] [KD 6.120 (6.184)] +2024-10-12 09:59:55,161 - Train: 22.44% [280700/1251000] [224.4/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.002646] [CE 5.242 (4.824)] [KD 6.329 (6.305)] +2024-10-12 10:00:02,945 - Train: 22.44% [280750/1251000] [224.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.002646] [CE 4.774 (4.745)] [KD 6.258 (6.219)] +2024-10-12 10:00:10,688 - Train: 22.45% [280800/1251000] [224.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.002646] [CE 4.469 (4.809)] [KD 6.568 (6.345)] +2024-10-12 10:00:18,139 - Train: 22.45% [280850/1251000] [224.5/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.002646] [CE 4.506 (4.853)] [KD 6.382 (6.245)] +2024-10-12 10:00:25,715 - Train: 22.45% [280900/1251000] [224.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002646] [CE 4.962 (4.760)] [KD 6.047 (6.249)] +2024-10-12 10:00:33,277 - Train: 22.46% [280950/1251000] [224.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002645] [CE 5.072 (4.830)] [KD 6.583 (6.396)] +2024-10-12 10:00:40,968 - Train: 22.46% [281000/1251000] [224.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002645] [CE 4.631 (4.802)] [KD 6.312 (6.355)] +2024-10-12 10:00:48,470 - Train: 22.47% [281050/1251000] [224.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002645] [CE 4.745 (4.788)] [KD 6.176 (6.282)] +2024-10-12 10:00:55,962 - Train: 22.47% [281100/1251000] [224.7/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.002645] [CE 4.870 (4.804)] [KD 6.105 (6.186)] +2024-10-12 10:01:03,394 - Train: 22.47% [281150/1251000] [224.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002645] [CE 4.794 (4.838)] [KD 6.417 (6.237)] +2024-10-12 10:01:11,057 - Train: 22.48% [281200/1251000] [224.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.002645] [CE 4.916 (4.833)] [KD 5.953 (6.235)] +2024-10-12 10:01:18,519 - Train: 22.48% [281250/1251000] [224.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002645] [CE 4.592 (4.755)] [KD 6.457 (6.153)] +2024-10-12 10:01:26,187 - Train: 22.49% [281300/1251000] [224.9/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.153] [lr 0.002645] [CE 4.753 (4.807)] [KD 6.154 (6.206)] +2024-10-12 10:01:33,961 - Train: 22.49% [281350/1251000] [224.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.002645] [CE 4.825 (4.848)] [KD 6.390 (6.341)] +2024-10-12 10:01:41,533 - Train: 22.49% [281400/1251000] [224.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.002644] [CE 4.482 (4.806)] [KD 6.241 (6.360)] +2024-10-12 10:01:49,042 - Train: 22.50% [281450/1251000] [225.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002644] [CE 5.070 (4.827)] [KD 6.311 (6.272)] +2024-10-12 10:01:58,280 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 30464] [top5_cnt 41825] [top_all 50000] +2024-10-12 10:01:58,281 - net: 60.928 (83.650) +2024-10-12 10:02:04,097 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34337] [top5_cnt 44276] [top_all 50000] +2024-10-12 10:02:04,097 - net_E: 68.674 (88.552) +2024-10-12 10:02:04,214 - Max [top1: 61.344 (epoch: 218)] [top1-ema: 68.674 (epoch: 225)] +2024-10-12 10:02:04,215 - ==> Total time: 12:14:55 Eta: 1 day, 18:11:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 10:02:11,866 - Train: 22.50% [281500/1251000] [225.0/1000.0] [batch_t 0.152 (0.167)] [data_t 0.005] [optim_t 0.147] [lr 0.002644] [CE 4.758 (4.833)] [KD 6.002 (6.144)] +2024-10-12 10:02:19,608 - Train: 22.51% [281550/1251000] [225.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.002644] [CE 5.096 (4.872)] [KD 6.192 (6.144)] +2024-10-12 10:02:27,259 - Train: 22.51% [281600/1251000] [225.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.002644] [CE 4.805 (4.773)] [KD 6.184 (6.098)] +2024-10-12 10:02:35,060 - Train: 22.51% [281650/1251000] [225.1/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.002644] [CE 4.576 (4.810)] [KD 5.841 (6.194)] +2024-10-12 10:02:42,537 - Train: 22.52% [281700/1251000] [225.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.002644] [CE 4.491 (4.786)] [KD 6.101 (6.185)] +2024-10-12 10:02:50,125 - Train: 22.52% [281750/1251000] [225.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.002644] [CE 5.083 (4.861)] [KD 6.501 (6.314)] +2024-10-12 10:02:57,973 - Train: 22.53% [281800/1251000] [225.3/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.002643] [CE 4.522 (4.764)] [KD 6.057 (6.172)] +2024-10-12 10:03:05,637 - Train: 22.53% [281850/1251000] [225.3/1000.0] [batch_t 0.160 (0.153)] [data_t 0.003] [optim_t 0.157] [lr 0.002643] [CE 4.569 (4.814)] [KD 5.750 (6.258)] +2024-10-12 10:03:13,458 - Train: 22.53% [281900/1251000] [225.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.002643] [CE 4.440 (4.794)] [KD 5.995 (6.203)] +2024-10-12 10:03:21,060 - Train: 22.54% [281950/1251000] [225.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002643] [CE 4.616 (4.936)] [KD 6.420 (6.230)] +2024-10-12 10:03:28,686 - Train: 22.54% [282000/1251000] [225.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002643] [CE 4.777 (4.814)] [KD 6.011 (6.180)] +2024-10-12 10:03:36,104 - Train: 22.55% [282050/1251000] [225.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002643] [CE 4.736 (4.823)] [KD 6.523 (6.217)] +2024-10-12 10:03:43,657 - Train: 22.55% [282100/1251000] [225.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002643] [CE 4.820 (4.843)] [KD 6.307 (6.290)] +2024-10-12 10:03:51,152 - Train: 22.55% [282150/1251000] [225.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002643] [CE 4.940 (4.740)] [KD 6.507 (6.270)] +2024-10-12 10:03:58,724 - Train: 22.56% [282200/1251000] [225.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002642] [CE 4.916 (4.818)] [KD 6.155 (6.194)] +2024-10-12 10:04:06,455 - Train: 22.56% [282250/1251000] [225.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.002642] [CE 5.254 (4.862)] [KD 6.694 (6.199)] +2024-10-12 10:04:14,226 - Train: 22.57% [282300/1251000] [225.7/1000.0] [batch_t 0.161 (0.155)] [data_t 0.003] [optim_t 0.158] [lr 0.002642] [CE 5.122 (4.877)] [KD 6.018 (6.206)] +2024-10-12 10:04:21,832 - Train: 22.57% [282350/1251000] [225.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002642] [CE 4.575 (4.864)] [KD 6.324 (6.272)] +2024-10-12 10:04:29,246 - Train: 22.57% [282400/1251000] [225.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002642] [CE 4.453 (4.768)] [KD 6.096 (6.224)] +2024-10-12 10:04:36,826 - Train: 22.58% [282450/1251000] [225.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002642] [CE 4.995 (4.873)] [KD 6.427 (6.312)] +2024-10-12 10:04:44,522 - Train: 22.58% [282500/1251000] [225.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002642] [CE 5.072 (4.858)] [KD 6.217 (6.260)] +2024-10-12 10:04:52,009 - Train: 22.59% [282550/1251000] [225.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.002642] [CE 4.793 (4.786)] [KD 6.173 (6.169)] +2024-10-12 10:04:59,602 - Train: 22.59% [282600/1251000] [225.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002641] [CE 4.995 (4.820)] [KD 6.376 (6.221)] +2024-10-12 10:05:07,362 - Train: 22.59% [282650/1251000] [225.9/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.152] [lr 0.002641] [CE 4.977 (4.842)] [KD 6.416 (6.267)] +2024-10-12 10:05:14,994 - Train: 22.60% [282700/1251000] [226.0/1000.0] [batch_t 0.155 (0.153)] [data_t 0.007] [optim_t 0.147] [lr 0.002641] [CE 4.404 (4.789)] [KD 6.201 (6.171)] +2024-10-12 10:05:24,826 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.112)] [top1_cnt 29416] [top5_cnt 41014] [top_all 50000] +2024-10-12 10:05:24,826 - net: 58.832 (82.028) +2024-10-12 10:05:30,693 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 34353] [top5_cnt 44307] [top_all 50000] +2024-10-12 10:05:30,693 - net_E: 68.706 (88.614) +2024-10-12 10:05:30,833 - Max [top1: 61.344 (epoch: 218)] [top1-ema: 68.706 (epoch: 226)] +2024-10-12 10:05:30,834 - ==> Total time: 12:18:21 Eta: 1 day, 18:08:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 10:05:37,003 - Train: 22.60% [282750/1251000] [226.0/1000.0] [batch_t 0.148 (0.167)] [data_t 0.005] [optim_t 0.144] [lr 0.002641] [CE 4.106 (4.709)] [KD 5.849 (6.139)] +2024-10-12 10:05:44,697 - Train: 22.61% [282800/1251000] [226.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.002641] [CE 5.023 (4.810)] [KD 6.109 (6.206)] +2024-10-12 10:05:52,207 - Train: 22.61% [282850/1251000] [226.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002641] [CE 4.571 (4.764)] [KD 6.025 (6.122)] +2024-10-12 10:05:59,857 - Train: 22.61% [282900/1251000] [226.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002641] [CE 5.245 (4.828)] [KD 6.166 (6.183)] +2024-10-12 10:06:07,605 - Train: 22.62% [282950/1251000] [226.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.002641] [CE 4.893 (4.774)] [KD 6.186 (6.195)] +2024-10-12 10:06:15,420 - Train: 22.62% [283000/1251000] [226.2/1000.0] [batch_t 0.145 (0.156)] [data_t 0.005] [optim_t 0.140] [lr 0.002641] [CE 5.073 (4.714)] [KD 6.094 (6.121)] +2024-10-12 10:06:22,932 - Train: 22.63% [283050/1251000] [226.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.008] [optim_t 0.141] [lr 0.002640] [CE 4.625 (4.744)] [KD 5.800 (6.099)] +2024-10-12 10:06:30,369 - Train: 22.63% [283100/1251000] [226.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002640] [CE 4.265 (4.757)] [KD 5.843 (6.130)] +2024-10-12 10:06:37,762 - Train: 22.63% [283150/1251000] [226.3/1000.0] [batch_t 0.143 (0.148)] [data_t 0.005] [optim_t 0.138] [lr 0.002640] [CE 4.803 (4.828)] [KD 6.406 (6.177)] +2024-10-12 10:06:45,338 - Train: 22.64% [283200/1251000] [226.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002640] [CE 4.830 (4.800)] [KD 6.263 (6.269)] +2024-10-12 10:06:53,091 - Train: 22.64% [283250/1251000] [226.4/1000.0] [batch_t 0.160 (0.155)] [data_t 0.005] [optim_t 0.156] [lr 0.002640] [CE 5.044 (4.804)] [KD 6.022 (6.318)] +2024-10-12 10:07:00,916 - Train: 22.65% [283300/1251000] [226.5/1000.0] [batch_t 0.157 (0.156)] [data_t 0.003] [optim_t 0.153] [lr 0.002640] [CE 4.759 (4.777)] [KD 6.210 (6.252)] +2024-10-12 10:07:08,618 - Train: 22.65% [283350/1251000] [226.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.002640] [CE 4.693 (4.797)] [KD 6.256 (6.225)] +2024-10-12 10:07:16,073 - Train: 22.65% [283400/1251000] [226.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002640] [CE 4.772 (4.801)] [KD 6.062 (6.202)] +2024-10-12 10:07:23,611 - Train: 22.66% [283450/1251000] [226.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.002639] [CE 4.627 (4.875)] [KD 6.121 (6.210)] +2024-10-12 10:07:31,051 - Train: 22.66% [283500/1251000] [226.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002639] [CE 4.968 (4.856)] [KD 6.075 (6.234)] +2024-10-12 10:07:38,587 - Train: 22.67% [283550/1251000] [226.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002639] [CE 4.916 (4.753)] [KD 6.300 (6.169)] +2024-10-12 10:07:46,158 - Train: 22.67% [283600/1251000] [226.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002639] [CE 4.673 (4.801)] [KD 6.315 (6.191)] +2024-10-12 10:07:53,762 - Train: 22.67% [283650/1251000] [226.7/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002639] [CE 4.498 (4.765)] [KD 5.945 (6.172)] +2024-10-12 10:08:01,340 - Train: 22.68% [283700/1251000] [226.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002639] [CE 4.429 (4.811)] [KD 5.855 (6.206)] +2024-10-12 10:08:09,038 - Train: 22.68% [283750/1251000] [226.8/1000.0] [batch_t 0.279 (0.154)] [data_t 0.005] [optim_t 0.274] [lr 0.002639] [CE 4.835 (4.811)] [KD 6.143 (6.234)] +2024-10-12 10:08:16,561 - Train: 22.69% [283800/1251000] [226.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002639] [CE 4.290 (4.816)] [KD 5.820 (6.214)] +2024-10-12 10:08:24,236 - Train: 22.69% [283850/1251000] [226.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.002638] [CE 4.517 (4.845)] [KD 6.049 (6.230)] +2024-10-12 10:08:31,888 - Train: 22.69% [283900/1251000] [226.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002638] [CE 4.966 (4.757)] [KD 6.332 (6.227)] +2024-10-12 10:08:39,295 - Train: 22.70% [283950/1251000] [227.0/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.002638] [CE 5.110 (4.902)] [KD 6.154 (6.277)] +2024-10-12 10:08:49,189 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.107)] [top1_cnt 30689] [top5_cnt 41994] [top_all 50000] +2024-10-12 10:08:49,189 - net: 61.378 (83.988) +2024-10-12 10:08:55,230 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.110)] [top1_cnt 34362] [top5_cnt 44340] [top_all 50000] +2024-10-12 10:08:55,231 - net_E: 68.724 (88.680) +2024-10-12 10:08:55,356 - Max [top1: 61.378 (epoch: 227)] [top1-ema: 68.724 (epoch: 227)] +2024-10-12 10:08:55,357 - ==> Total time: 12:21:46 Eta: 1 day, 18:05:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 10:09:02,395 - Train: 22.70% [284000/1251000] [227.0/1000.0] [batch_t 0.148 (0.174)] [data_t 0.003] [optim_t 0.145] [lr 0.002638] [CE 4.972 (4.830)] [KD 6.170 (6.010)] +2024-10-12 10:09:10,168 - Train: 22.71% [284050/1251000] [227.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.002638] [CE 4.719 (4.793)] [KD 6.065 (6.110)] +2024-10-12 10:09:17,763 - Train: 22.71% [284100/1251000] [227.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.002638] [CE 4.934 (4.795)] [KD 6.294 (6.187)] +2024-10-12 10:09:25,488 - Train: 22.71% [284150/1251000] [227.1/1000.0] [batch_t 0.160 (0.154)] [data_t 0.005] [optim_t 0.156] [lr 0.002638] [CE 4.587 (4.807)] [KD 6.001 (6.151)] +2024-10-12 10:09:33,092 - Train: 22.72% [284200/1251000] [227.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002638] [CE 4.511 (4.782)] [KD 6.178 (6.102)] +2024-10-12 10:09:40,648 - Train: 22.72% [284250/1251000] [227.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002637] [CE 4.410 (4.876)] [KD 6.247 (6.321)] +2024-10-12 10:09:48,096 - Train: 22.73% [284300/1251000] [227.3/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002637] [CE 5.064 (4.893)] [KD 6.276 (6.277)] +2024-10-12 10:09:55,870 - Train: 22.73% [284350/1251000] [227.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.142] [lr 0.002637] [CE 4.342 (4.747)] [KD 6.242 (6.171)] +2024-10-12 10:10:03,583 - Train: 22.73% [284400/1251000] [227.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.002] [optim_t 0.150] [lr 0.002637] [CE 5.109 (4.812)] [KD 6.253 (6.247)] +2024-10-12 10:10:11,200 - Train: 22.74% [284450/1251000] [227.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002637] [CE 4.767 (4.864)] [KD 6.034 (6.260)] +2024-10-12 10:10:18,795 - Train: 22.74% [284500/1251000] [227.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002637] [CE 4.648 (4.854)] [KD 5.884 (6.267)] +2024-10-12 10:10:26,263 - Train: 22.75% [284550/1251000] [227.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002637] [CE 4.611 (4.820)] [KD 5.754 (6.303)] +2024-10-12 10:10:33,876 - Train: 22.75% [284600/1251000] [227.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002637] [CE 4.145 (4.847)] [KD 6.386 (6.269)] +2024-10-12 10:10:41,467 - Train: 22.75% [284650/1251000] [227.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002636] [CE 4.453 (4.882)] [KD 5.951 (6.297)] +2024-10-12 10:10:49,234 - Train: 22.76% [284700/1251000] [227.6/1000.0] [batch_t 0.146 (0.155)] [data_t 0.006] [optim_t 0.140] [lr 0.002636] [CE 5.007 (4.839)] [KD 6.008 (6.249)] +2024-10-12 10:10:56,873 - Train: 22.76% [284750/1251000] [227.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.002636] [CE 5.098 (4.764)] [KD 6.344 (6.209)] +2024-10-12 10:11:04,322 - Train: 22.77% [284800/1251000] [227.7/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.002636] [CE 5.022 (4.843)] [KD 6.551 (6.305)] +2024-10-12 10:11:12,966 - Train: 22.77% [284850/1251000] [227.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002636] [CE 4.720 (4.823)] [KD 6.416 (6.217)] +2024-10-12 10:11:20,666 - Train: 22.77% [284900/1251000] [227.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.002636] [CE 4.654 (4.812)] [KD 6.336 (6.156)] +2024-10-12 10:11:28,260 - Train: 22.78% [284950/1251000] [227.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.002636] [CE 4.747 (4.860)] [KD 6.345 (6.410)] +2024-10-12 10:11:35,955 - Train: 22.78% [285000/1251000] [227.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.002636] [CE 4.869 (4.827)] [KD 6.544 (6.315)] +2024-10-12 10:11:43,837 - Train: 22.79% [285050/1251000] [227.9/1000.0] [batch_t 0.155 (0.158)] [data_t 0.004] [optim_t 0.151] [lr 0.002636] [CE 4.832 (4.768)] [KD 6.099 (6.247)] +2024-10-12 10:11:51,397 - Train: 22.79% [285100/1251000] [227.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002635] [CE 4.150 (4.720)] [KD 6.011 (6.146)] +2024-10-12 10:11:58,962 - Train: 22.79% [285150/1251000] [227.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002635] [CE 4.822 (4.790)] [KD 6.268 (6.183)] +2024-10-12 10:12:06,599 - Train: 22.80% [285200/1251000] [228.0/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002635] [CE 4.745 (4.756)] [KD 6.229 (6.247)] +2024-10-12 10:12:16,336 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 29472] [top5_cnt 41070] [top_all 50000] +2024-10-12 10:12:16,337 - net: 58.944 (82.140) +2024-10-12 10:12:22,122 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 34410] [top5_cnt 44330] [top_all 50000] +2024-10-12 10:12:22,123 - net_E: 68.820 (88.660) +2024-10-12 10:12:22,264 - Max [top1: 61.378 (epoch: 227)] [top1-ema: 68.820 (epoch: 228)] +2024-10-12 10:12:22,265 - ==> Total time: 12:25:13 Eta: 1 day, 18:03:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 10:12:28,117 - Train: 22.80% [285250/1251000] [228.0/1000.0] [batch_t 0.153 (0.172)] [data_t 0.005] [optim_t 0.148] [lr 0.002635] [CE 4.446 (4.857)] [KD 6.198 (6.180)] +2024-10-12 10:12:35,669 - Train: 22.81% [285300/1251000] [228.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002635] [CE 4.976 (4.811)] [KD 6.269 (6.310)] +2024-10-12 10:12:43,253 - Train: 22.81% [285350/1251000] [228.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.008] [optim_t 0.143] [lr 0.002635] [CE 4.508 (4.763)] [KD 5.918 (6.206)] +2024-10-12 10:12:50,952 - Train: 22.81% [285400/1251000] [228.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002635] [CE 5.191 (4.817)] [KD 6.353 (6.152)] +2024-10-12 10:12:58,666 - Train: 22.82% [285450/1251000] [228.2/1000.0] [batch_t 0.144 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.002635] [CE 4.853 (4.784)] [KD 6.302 (6.217)] +2024-10-12 10:13:06,301 - Train: 22.82% [285500/1251000] [228.2/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.002634] [CE 5.032 (4.861)] [KD 6.321 (6.252)] +2024-10-12 10:13:13,679 - Train: 22.83% [285550/1251000] [228.3/1000.0] [batch_t 0.143 (0.147)] [data_t 0.004] [optim_t 0.139] [lr 0.002634] [CE 4.903 (4.875)] [KD 6.229 (6.314)] +2024-10-12 10:13:21,295 - Train: 22.83% [285600/1251000] [228.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002634] [CE 4.650 (4.799)] [KD 6.345 (6.092)] +2024-10-12 10:13:28,690 - Train: 22.83% [285650/1251000] [228.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002634] [CE 4.722 (4.832)] [KD 6.497 (6.177)] +2024-10-12 10:13:36,167 - Train: 22.84% [285700/1251000] [228.4/1000.0] [batch_t 0.145 (0.149)] [data_t 0.007] [optim_t 0.139] [lr 0.002634] [CE 5.291 (4.772)] [KD 6.378 (6.221)] +2024-10-12 10:13:43,929 - Train: 22.84% [285750/1251000] [228.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002634] [CE 4.591 (4.758)] [KD 6.185 (6.190)] +2024-10-12 10:13:51,493 - Train: 22.85% [285800/1251000] [228.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.008] [optim_t 0.143] [lr 0.002634] [CE 4.223 (4.750)] [KD 5.849 (6.147)] +2024-10-12 10:13:58,999 - Train: 22.85% [285850/1251000] [228.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002634] [CE 5.134 (4.877)] [KD 6.304 (6.174)] +2024-10-12 10:14:06,598 - Train: 22.85% [285900/1251000] [228.5/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002633] [CE 4.507 (4.782)] [KD 6.198 (6.216)] +2024-10-12 10:14:14,130 - Train: 22.86% [285950/1251000] [228.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002633] [CE 5.221 (4.847)] [KD 6.322 (6.308)] +2024-10-12 10:14:21,672 - Train: 22.86% [286000/1251000] [228.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002633] [CE 4.679 (4.714)] [KD 6.618 (6.246)] +2024-10-12 10:14:29,171 - Train: 22.87% [286050/1251000] [228.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.002633] [CE 5.204 (4.747)] [KD 6.449 (6.294)] +2024-10-12 10:14:36,562 - Train: 22.87% [286100/1251000] [228.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002633] [CE 4.817 (4.726)] [KD 6.240 (6.221)] +2024-10-12 10:14:43,973 - Train: 22.87% [286150/1251000] [228.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002633] [CE 5.096 (4.807)] [KD 6.175 (6.326)] +2024-10-12 10:14:51,736 - Train: 22.88% [286200/1251000] [228.8/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.002633] [CE 4.875 (4.744)] [KD 6.131 (6.257)] +2024-10-12 10:14:59,397 - Train: 22.88% [286250/1251000] [228.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.007] [optim_t 0.142] [lr 0.002633] [CE 5.302 (4.771)] [KD 6.354 (6.250)] +2024-10-12 10:15:06,993 - Train: 22.89% [286300/1251000] [228.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002632] [CE 5.009 (4.849)] [KD 6.280 (6.308)] +2024-10-12 10:15:14,545 - Train: 22.89% [286350/1251000] [228.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002632] [CE 4.873 (4.844)] [KD 6.628 (6.292)] +2024-10-12 10:15:22,072 - Train: 22.89% [286400/1251000] [228.9/1000.0] [batch_t 0.272 (0.150)] [data_t 0.003] [optim_t 0.270] [lr 0.002632] [CE 5.128 (4.860)] [KD 6.231 (6.302)] +2024-10-12 10:15:29,490 - Train: 22.90% [286450/1251000] [229.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.002632] [CE 4.861 (4.791)] [KD 6.142 (6.184)] +2024-10-12 10:15:39,400 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 30994] [top5_cnt 42290] [top_all 50000] +2024-10-12 10:15:39,400 - net: 61.988 (84.580) +2024-10-12 10:15:45,239 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34403] [top5_cnt 44383] [top_all 50000] +2024-10-12 10:15:45,239 - net_E: 68.806 (88.766) +2024-10-12 10:15:45,380 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.820 (epoch: 228)] +2024-10-12 10:15:45,380 - ==> Total time: 12:28:36 Eta: 1 day, 18:00:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 10:15:51,894 - Train: 22.90% [286500/1251000] [229.0/1000.0] [batch_t 0.146 (0.171)] [data_t 0.004] [optim_t 0.142] [lr 0.002632] [CE 4.441 (4.764)] [KD 6.115 (6.221)] +2024-10-12 10:15:59,598 - Train: 22.91% [286550/1251000] [229.1/1000.0] [batch_t 0.292 (0.154)] [data_t 0.003] [optim_t 0.289] [lr 0.002632] [CE 4.903 (4.735)] [KD 6.262 (6.235)] +2024-10-12 10:16:07,320 - Train: 22.91% [286600/1251000] [229.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.002632] [CE 4.524 (4.813)] [KD 6.204 (6.159)] +2024-10-12 10:16:15,201 - Train: 22.91% [286650/1251000] [229.1/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.002632] [CE 4.997 (4.712)] [KD 6.087 (6.168)] +2024-10-12 10:16:22,684 - Train: 22.92% [286700/1251000] [229.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002631] [CE 5.345 (4.874)] [KD 6.318 (6.157)] +2024-10-12 10:16:30,157 - Train: 22.92% [286750/1251000] [229.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002631] [CE 4.159 (4.821)] [KD 5.541 (6.097)] +2024-10-12 10:16:37,646 - Train: 22.93% [286800/1251000] [229.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002631] [CE 5.007 (4.833)] [KD 6.183 (6.133)] +2024-10-12 10:16:45,292 - Train: 22.93% [286850/1251000] [229.3/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.002631] [CE 3.983 (4.812)] [KD 6.085 (6.181)] +2024-10-12 10:16:52,925 - Train: 22.93% [286900/1251000] [229.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.006] [optim_t 0.147] [lr 0.002631] [CE 4.999 (4.820)] [KD 6.484 (6.149)] +2024-10-12 10:17:00,489 - Train: 22.94% [286950/1251000] [229.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002631] [CE 4.801 (4.787)] [KD 6.396 (6.234)] +2024-10-12 10:17:08,094 - Train: 22.94% [287000/1251000] [229.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002631] [CE 4.714 (4.726)] [KD 5.945 (6.160)] +2024-10-12 10:17:15,843 - Train: 22.95% [287050/1251000] [229.5/1000.0] [batch_t 0.280 (0.155)] [data_t 0.003] [optim_t 0.276] [lr 0.002631] [CE 4.357 (4.784)] [KD 6.324 (6.196)] +2024-10-12 10:17:23,298 - Train: 22.95% [287100/1251000] [229.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002630] [CE 4.974 (4.760)] [KD 6.656 (6.204)] +2024-10-12 10:17:30,959 - Train: 22.95% [287150/1251000] [229.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002630] [CE 4.320 (4.832)] [KD 6.137 (6.192)] +2024-10-12 10:17:38,475 - Train: 22.96% [287200/1251000] [229.6/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.002630] [CE 4.647 (4.825)] [KD 6.279 (6.183)] +2024-10-12 10:17:45,908 - Train: 22.96% [287250/1251000] [229.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002630] [CE 4.612 (4.845)] [KD 6.163 (6.303)] +2024-10-12 10:17:53,300 - Train: 22.97% [287300/1251000] [229.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002630] [CE 4.929 (4.776)] [KD 6.007 (6.166)] +2024-10-12 10:18:00,657 - Train: 22.97% [287350/1251000] [229.7/1000.0] [batch_t 0.147 (0.147)] [data_t 0.003] [optim_t 0.144] [lr 0.002630] [CE 5.232 (4.841)] [KD 6.019 (6.137)] +2024-10-12 10:18:08,277 - Train: 22.97% [287400/1251000] [229.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002630] [CE 4.789 (4.783)] [KD 5.934 (6.143)] +2024-10-12 10:18:16,140 - Train: 22.98% [287450/1251000] [229.8/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.002630] [CE 4.912 (4.885)] [KD 6.327 (6.235)] +2024-10-12 10:18:23,731 - Train: 22.98% [287500/1251000] [229.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002629] [CE 4.925 (4.905)] [KD 5.956 (6.274)] +2024-10-12 10:18:31,135 - Train: 22.99% [287550/1251000] [229.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002629] [CE 4.699 (4.765)] [KD 6.312 (6.255)] +2024-10-12 10:18:38,518 - Train: 22.99% [287600/1251000] [229.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002629] [CE 4.844 (4.770)] [KD 6.133 (6.272)] +2024-10-12 10:18:45,873 - Train: 22.99% [287650/1251000] [229.9/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.002629] [CE 4.667 (4.794)] [KD 6.338 (6.253)] +2024-10-12 10:18:53,437 - Train: 23.00% [287700/1251000] [230.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002629] [CE 4.935 (4.834)] [KD 6.252 (6.283)] +2024-10-12 10:19:03,703 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 30599] [top5_cnt 41981] [top_all 50000] +2024-10-12 10:19:03,703 - net: 61.198 (83.962) +2024-10-12 10:19:09,551 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 34359] [top5_cnt 44377] [top_all 50000] +2024-10-12 10:19:09,552 - net_E: 68.718 (88.754) +2024-10-12 10:19:09,683 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.820 (epoch: 228)] +2024-10-12 10:19:09,683 - ==> Total time: 12:32:00 Eta: 1 day, 17:57:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 10:19:14,606 - Train: 23.00% [287750/1251000] [230.0/1000.0] [batch_t 0.146 (0.175)] [data_t 0.003] [optim_t 0.143] [lr 0.002629] [CE 4.684 (4.818)] [KD 6.225 (6.183)] +2024-10-12 10:19:22,295 - Train: 23.01% [287800/1251000] [230.1/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.002629] [CE 4.773 (4.823)] [KD 6.172 (6.122)] +2024-10-12 10:19:30,018 - Train: 23.01% [287850/1251000] [230.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002629] [CE 4.876 (4.801)] [KD 6.048 (6.096)] +2024-10-12 10:19:37,466 - Train: 23.01% [287900/1251000] [230.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002628] [CE 4.586 (4.787)] [KD 6.030 (6.135)] +2024-10-12 10:19:44,869 - Train: 23.02% [287950/1251000] [230.2/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002628] [CE 4.542 (4.879)] [KD 6.134 (6.236)] +2024-10-12 10:19:52,559 - Train: 23.02% [288000/1251000] [230.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.002628] [CE 4.890 (4.776)] [KD 6.373 (6.105)] +2024-10-12 10:20:00,151 - Train: 23.03% [288050/1251000] [230.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002628] [CE 5.053 (4.837)] [KD 6.353 (6.243)] +2024-10-12 10:20:07,723 - Train: 23.03% [288100/1251000] [230.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002628] [CE 4.521 (4.790)] [KD 5.983 (6.094)] +2024-10-12 10:20:15,271 - Train: 23.03% [288150/1251000] [230.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.002628] [CE 5.072 (4.927)] [KD 6.609 (6.231)] +2024-10-12 10:20:22,839 - Train: 23.04% [288200/1251000] [230.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002628] [CE 4.520 (4.867)] [KD 6.386 (6.280)] +2024-10-12 10:20:30,485 - Train: 23.04% [288250/1251000] [230.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002628] [CE 4.599 (4.776)] [KD 6.095 (6.240)] +2024-10-12 10:20:38,115 - Train: 23.05% [288300/1251000] [230.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002628] [CE 5.060 (4.818)] [KD 6.144 (6.279)] +2024-10-12 10:20:45,507 - Train: 23.05% [288350/1251000] [230.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002627] [CE 5.070 (4.811)] [KD 6.339 (6.223)] +2024-10-12 10:20:53,141 - Train: 23.05% [288400/1251000] [230.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002627] [CE 4.903 (4.790)] [KD 6.373 (6.303)] +2024-10-12 10:21:00,590 - Train: 23.06% [288450/1251000] [230.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.002627] [CE 4.832 (4.846)] [KD 6.223 (6.240)] +2024-10-12 10:21:08,088 - Train: 23.06% [288500/1251000] [230.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.002627] [CE 5.050 (4.784)] [KD 6.367 (6.234)] +2024-10-12 10:21:15,765 - Train: 23.07% [288550/1251000] [230.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.002627] [CE 4.607 (4.813)] [KD 6.159 (6.284)] +2024-10-12 10:21:23,360 - Train: 23.07% [288600/1251000] [230.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002627] [CE 4.997 (4.790)] [KD 6.551 (6.227)] +2024-10-12 10:21:31,042 - Train: 23.07% [288650/1251000] [230.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.002627] [CE 4.983 (4.825)] [KD 6.239 (6.216)] +2024-10-12 10:21:38,451 - Train: 23.08% [288700/1251000] [230.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002627] [CE 4.354 (4.880)] [KD 5.868 (6.290)] +2024-10-12 10:21:45,854 - Train: 23.08% [288750/1251000] [230.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002626] [CE 4.411 (4.753)] [KD 5.871 (6.148)] +2024-10-12 10:21:53,223 - Train: 23.09% [288800/1251000] [230.9/1000.0] [batch_t 0.146 (0.147)] [data_t 0.003] [optim_t 0.143] [lr 0.002626] [CE 4.676 (4.778)] [KD 6.267 (6.176)] +2024-10-12 10:22:01,130 - Train: 23.09% [288850/1251000] [230.9/1000.0] [batch_t 0.147 (0.158)] [data_t 0.004] [optim_t 0.142] [lr 0.002626] [CE 5.094 (4.759)] [KD 6.643 (6.229)] +2024-10-12 10:22:08,724 - Train: 23.09% [288900/1251000] [230.9/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002626] [CE 4.499 (4.690)] [KD 6.013 (6.182)] +2024-10-12 10:22:16,137 - Train: 23.10% [288950/1251000] [231.0/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.002626] [CE 5.261 (4.830)] [KD 6.160 (6.154)] +2024-10-12 10:22:26,406 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 29535] [top5_cnt 41133] [top_all 50000] +2024-10-12 10:22:26,406 - net: 59.070 (82.266) +2024-10-12 10:22:32,234 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 34330] [top5_cnt 44359] [top_all 50000] +2024-10-12 10:22:32,235 - net_E: 68.660 (88.718) +2024-10-12 10:22:32,374 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.820 (epoch: 228)] +2024-10-12 10:22:32,374 - ==> Total time: 12:35:23 Eta: 1 day, 17:54:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 10:22:37,148 - Train: 23.10% [289000/1251000] [231.0/1000.0] [batch_t 0.147 (0.177)] [data_t 0.003] [optim_t 0.144] [lr 0.002626] [CE 4.654 (4.805)] [KD 5.824 (6.156)] +2024-10-12 10:22:44,806 - Train: 23.11% [289050/1251000] [231.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002626] [CE 4.848 (4.799)] [KD 6.268 (6.177)] +2024-10-12 10:22:52,230 - Train: 23.11% [289100/1251000] [231.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.002626] [CE 4.809 (4.800)] [KD 6.114 (6.188)] +2024-10-12 10:22:59,792 - Train: 23.11% [289150/1251000] [231.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.002625] [CE 4.695 (4.790)] [KD 5.970 (6.214)] +2024-10-12 10:23:07,400 - Train: 23.12% [289200/1251000] [231.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002625] [CE 4.978 (4.814)] [KD 6.518 (6.216)] +2024-10-12 10:23:15,309 - Train: 23.12% [289250/1251000] [231.2/1000.0] [batch_t 0.296 (0.158)] [data_t 0.005] [optim_t 0.291] [lr 0.002625] [CE 4.685 (4.813)] [KD 6.430 (6.169)] +2024-10-12 10:23:22,736 - Train: 23.13% [289300/1251000] [231.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.006] [optim_t 0.139] [lr 0.002625] [CE 4.683 (4.824)] [KD 6.285 (6.139)] +2024-10-12 10:23:30,349 - Train: 23.13% [289350/1251000] [231.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002625] [CE 4.458 (4.817)] [KD 6.051 (6.264)] +2024-10-12 10:23:37,917 - Train: 23.13% [289400/1251000] [231.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002625] [CE 4.681 (4.765)] [KD 6.082 (6.084)] +2024-10-12 10:23:45,458 - Train: 23.14% [289450/1251000] [231.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002625] [CE 4.817 (4.767)] [KD 6.446 (6.259)] +2024-10-12 10:23:52,904 - Train: 23.14% [289500/1251000] [231.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002625] [CE 5.019 (4.878)] [KD 6.055 (6.316)] +2024-10-12 10:24:00,337 - Train: 23.15% [289550/1251000] [231.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002624] [CE 4.499 (4.828)] [KD 5.716 (6.206)] +2024-10-12 10:24:08,088 - Train: 23.15% [289600/1251000] [231.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.002624] [CE 5.183 (4.824)] [KD 6.556 (6.194)] +2024-10-12 10:24:15,633 - Train: 23.15% [289650/1251000] [231.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002624] [CE 4.704 (4.866)] [KD 6.079 (6.282)] +2024-10-12 10:24:23,575 - Train: 23.16% [289700/1251000] [231.6/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.002624] [CE 4.694 (4.766)] [KD 6.021 (6.164)] +2024-10-12 10:24:31,215 - Train: 23.16% [289750/1251000] [231.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.008] [optim_t 0.141] [lr 0.002624] [CE 4.823 (4.793)] [KD 6.332 (6.259)] +2024-10-12 10:24:38,653 - Train: 23.17% [289800/1251000] [231.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002624] [CE 4.968 (4.841)] [KD 6.560 (6.210)] +2024-10-12 10:24:46,253 - Train: 23.17% [289850/1251000] [231.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002624] [CE 5.209 (4.785)] [KD 6.246 (6.259)] +2024-10-12 10:24:53,833 - Train: 23.17% [289900/1251000] [231.7/1000.0] [batch_t 0.160 (0.151)] [data_t 0.003] [optim_t 0.157] [lr 0.002624] [CE 4.859 (4.765)] [KD 6.374 (6.303)] +2024-10-12 10:25:01,295 - Train: 23.18% [289950/1251000] [231.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002623] [CE 5.136 (4.837)] [KD 6.052 (6.342)] +2024-10-12 10:25:08,930 - Train: 23.18% [290000/1251000] [231.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.002623] [CE 4.983 (4.835)] [KD 6.351 (6.219)] +2024-10-12 10:25:16,528 - Train: 23.19% [290050/1251000] [231.9/1000.0] [batch_t 0.158 (0.152)] [data_t 0.003] [optim_t 0.155] [lr 0.002623] [CE 4.953 (4.823)] [KD 6.169 (6.235)] +2024-10-12 10:25:24,385 - Train: 23.19% [290100/1251000] [231.9/1000.0] [batch_t 0.146 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.002623] [CE 4.775 (4.857)] [KD 6.396 (6.293)] +2024-10-12 10:25:32,061 - Train: 23.19% [290150/1251000] [231.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002623] [CE 4.488 (4.758)] [KD 5.847 (6.195)] +2024-10-12 10:25:39,489 - Train: 23.20% [290200/1251000] [232.0/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002623] [CE 5.270 (4.835)] [KD 6.523 (6.151)] +2024-10-12 10:25:49,848 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 30012] [top5_cnt 41655] [top_all 50000] +2024-10-12 10:25:49,848 - net: 60.024 (83.310) +2024-10-12 10:25:55,628 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 34332] [top5_cnt 44358] [top_all 50000] +2024-10-12 10:25:55,629 - net_E: 68.664 (88.716) +2024-10-12 10:25:55,771 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.820 (epoch: 228)] +2024-10-12 10:25:55,772 - ==> Total time: 12:38:46 Eta: 1 day, 17:51:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 10:26:00,624 - Train: 23.20% [290250/1251000] [232.0/1000.0] [batch_t 0.157 (0.188)] [data_t 0.008] [optim_t 0.149] [lr 0.002623] [CE 5.147 (4.861)] [KD 6.323 (6.135)] +2024-10-12 10:26:08,505 - Train: 23.21% [290300/1251000] [232.1/1000.0] [batch_t 0.144 (0.157)] [data_t 0.005] [optim_t 0.139] [lr 0.002623] [CE 4.928 (4.797)] [KD 6.390 (6.130)] +2024-10-12 10:26:15,942 - Train: 23.21% [290350/1251000] [232.1/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.002622] [CE 4.490 (4.797)] [KD 6.218 (6.143)] +2024-10-12 10:26:23,643 - Train: 23.21% [290400/1251000] [232.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002622] [CE 5.160 (4.791)] [KD 6.230 (6.175)] +2024-10-12 10:26:31,392 - Train: 23.22% [290450/1251000] [232.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.002622] [CE 4.535 (4.818)] [KD 6.145 (6.183)] +2024-10-12 10:26:39,029 - Train: 23.22% [290500/1251000] [232.2/1000.0] [batch_t 0.295 (0.153)] [data_t 0.003] [optim_t 0.291] [lr 0.002622] [CE 4.600 (4.785)] [KD 6.093 (6.176)] +2024-10-12 10:26:46,720 - Train: 23.23% [290550/1251000] [232.3/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.002622] [CE 4.686 (4.847)] [KD 6.329 (6.267)] +2024-10-12 10:26:54,291 - Train: 23.23% [290600/1251000] [232.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002622] [CE 5.208 (4.837)] [KD 6.264 (6.187)] +2024-10-12 10:27:01,818 - Train: 23.23% [290650/1251000] [232.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002622] [CE 4.306 (4.801)] [KD 6.290 (6.227)] +2024-10-12 10:27:09,606 - Train: 23.24% [290700/1251000] [232.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.002622] [CE 4.826 (4.742)] [KD 5.911 (6.068)] +2024-10-12 10:27:17,288 - Train: 23.24% [290750/1251000] [232.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002621] [CE 4.487 (4.744)] [KD 6.307 (6.166)] +2024-10-12 10:27:25,033 - Train: 23.25% [290800/1251000] [232.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.002621] [CE 5.135 (4.783)] [KD 6.289 (6.176)] +2024-10-12 10:27:32,564 - Train: 23.25% [290850/1251000] [232.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002621] [CE 5.066 (4.851)] [KD 6.509 (6.334)] +2024-10-12 10:27:39,981 - Train: 23.25% [290900/1251000] [232.5/1000.0] [batch_t 0.156 (0.148)] [data_t 0.005] [optim_t 0.151] [lr 0.002621] [CE 5.073 (4.729)] [KD 6.295 (6.187)] +2024-10-12 10:27:47,656 - Train: 23.26% [290950/1251000] [232.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.006] [optim_t 0.145] [lr 0.002621] [CE 4.168 (4.743)] [KD 5.850 (6.113)] +2024-10-12 10:27:55,201 - Train: 23.26% [291000/1251000] [232.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.002621] [CE 4.969 (4.846)] [KD 6.273 (6.328)] +2024-10-12 10:28:02,736 - Train: 23.27% [291050/1251000] [232.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002621] [CE 4.894 (4.924)] [KD 6.357 (6.337)] +2024-10-12 10:28:10,444 - Train: 23.27% [291100/1251000] [232.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.002621] [CE 4.729 (4.779)] [KD 5.790 (6.197)] +2024-10-12 10:28:18,000 - Train: 23.27% [291150/1251000] [232.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002620] [CE 4.422 (4.792)] [KD 6.118 (6.130)] +2024-10-12 10:28:25,668 - Train: 23.28% [291200/1251000] [232.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.002620] [CE 5.356 (4.810)] [KD 6.231 (6.164)] +2024-10-12 10:28:33,102 - Train: 23.28% [291250/1251000] [232.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002620] [CE 4.955 (4.876)] [KD 6.184 (6.219)] +2024-10-12 10:28:40,738 - Train: 23.29% [291300/1251000] [232.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002620] [CE 4.610 (4.779)] [KD 6.482 (6.266)] +2024-10-12 10:28:48,290 - Train: 23.29% [291350/1251000] [232.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002620] [CE 4.830 (4.782)] [KD 6.012 (6.208)] +2024-10-12 10:28:55,927 - Train: 23.29% [291400/1251000] [232.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002620] [CE 4.181 (4.808)] [KD 6.063 (6.254)] +2024-10-12 10:29:03,423 - Train: 23.30% [291450/1251000] [233.0/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.002620] [CE 4.555 (4.802)] [KD 6.040 (6.254)] +2024-10-12 10:29:13,846 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 30169] [top5_cnt 41642] [top_all 50000] +2024-10-12 10:29:13,847 - net: 60.338 (83.284) +2024-10-12 10:29:19,738 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 34322] [top5_cnt 44355] [top_all 50000] +2024-10-12 10:29:19,738 - net_E: 68.644 (88.710) +2024-10-12 10:29:19,876 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.820 (epoch: 228)] +2024-10-12 10:29:19,876 - ==> Total time: 12:42:10 Eta: 1 day, 17:48:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 10:29:24,526 - Train: 23.30% [291500/1251000] [233.0/1000.0] [batch_t 0.147 (0.177)] [data_t 0.003] [optim_t 0.143] [lr 0.002620] [CE 4.701 (4.658)] [KD 6.028 (6.216)] +2024-10-12 10:29:32,063 - Train: 23.31% [291550/1251000] [233.1/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002619] [CE 4.736 (4.839)] [KD 6.142 (6.284)] +2024-10-12 10:29:39,900 - Train: 23.31% [291600/1251000] [233.1/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.142] [lr 0.002619] [CE 4.606 (4.799)] [KD 6.067 (6.229)] +2024-10-12 10:29:47,732 - Train: 23.31% [291650/1251000] [233.1/1000.0] [batch_t 0.160 (0.157)] [data_t 0.005] [optim_t 0.155] [lr 0.002619] [CE 4.724 (4.778)] [KD 6.225 (6.231)] +2024-10-12 10:29:55,326 - Train: 23.32% [291700/1251000] [233.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002619] [CE 4.554 (4.797)] [KD 6.061 (6.232)] +2024-10-12 10:30:02,806 - Train: 23.32% [291750/1251000] [233.2/1000.0] [batch_t 0.164 (0.149)] [data_t 0.005] [optim_t 0.159] [lr 0.002619] [CE 5.029 (4.915)] [KD 6.027 (6.248)] +2024-10-12 10:30:10,323 - Train: 23.33% [291800/1251000] [233.3/1000.0] [batch_t 0.158 (0.150)] [data_t 0.005] [optim_t 0.153] [lr 0.002619] [CE 5.209 (4.770)] [KD 5.943 (6.080)] +2024-10-12 10:30:18,023 - Train: 23.33% [291850/1251000] [233.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002619] [CE 4.848 (4.790)] [KD 5.964 (6.206)] +2024-10-12 10:30:25,517 - Train: 23.33% [291900/1251000] [233.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002619] [CE 4.953 (4.777)] [KD 6.420 (6.183)] +2024-10-12 10:30:33,250 - Train: 23.34% [291950/1251000] [233.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.002618] [CE 4.223 (4.817)] [KD 6.078 (6.194)] +2024-10-12 10:30:40,850 - Train: 23.34% [292000/1251000] [233.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002618] [CE 4.878 (4.812)] [KD 6.111 (6.246)] +2024-10-12 10:30:48,554 - Train: 23.35% [292050/1251000] [233.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002618] [CE 4.904 (4.790)] [KD 6.121 (6.182)] +2024-10-12 10:30:56,245 - Train: 23.35% [292100/1251000] [233.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002618] [CE 4.963 (4.810)] [KD 6.549 (6.170)] +2024-10-12 10:31:03,830 - Train: 23.35% [292150/1251000] [233.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002618] [CE 4.390 (4.833)] [KD 6.076 (6.249)] +2024-10-12 10:31:11,393 - Train: 23.36% [292200/1251000] [233.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002618] [CE 5.024 (4.869)] [KD 6.103 (6.239)] +2024-10-12 10:31:18,955 - Train: 23.36% [292250/1251000] [233.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002618] [CE 5.261 (4.809)] [KD 6.611 (6.142)] +2024-10-12 10:31:26,367 - Train: 23.37% [292300/1251000] [233.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002618] [CE 4.477 (4.776)] [KD 5.851 (6.187)] +2024-10-12 10:31:33,772 - Train: 23.37% [292350/1251000] [233.7/1000.0] [batch_t 0.151 (0.148)] [data_t 0.006] [optim_t 0.145] [lr 0.002617] [CE 4.807 (4.729)] [KD 6.178 (6.119)] +2024-10-12 10:31:41,613 - Train: 23.37% [292400/1251000] [233.7/1000.0] [batch_t 0.144 (0.157)] [data_t 0.006] [optim_t 0.138] [lr 0.002617] [CE 4.831 (4.761)] [KD 5.892 (6.057)] +2024-10-12 10:31:48,959 - Train: 23.38% [292450/1251000] [233.8/1000.0] [batch_t 0.145 (0.147)] [data_t 0.003] [optim_t 0.142] [lr 0.002617] [CE 4.454 (4.814)] [KD 6.058 (6.238)] +2024-10-12 10:31:56,626 - Train: 23.38% [292500/1251000] [233.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.002617] [CE 5.290 (4.850)] [KD 6.286 (6.191)] +2024-10-12 10:32:04,315 - Train: 23.39% [292550/1251000] [233.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002617] [CE 5.124 (4.894)] [KD 6.609 (6.344)] +2024-10-12 10:32:11,782 - Train: 23.39% [292600/1251000] [233.9/1000.0] [batch_t 0.157 (0.149)] [data_t 0.004] [optim_t 0.153] [lr 0.002617] [CE 4.986 (4.828)] [KD 6.392 (6.319)] +2024-10-12 10:32:19,356 - Train: 23.39% [292650/1251000] [233.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002617] [CE 5.121 (4.790)] [KD 6.704 (6.267)] +2024-10-12 10:32:26,934 - Train: 23.40% [292700/1251000] [234.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002617] [CE 4.994 (4.786)] [KD 6.356 (6.180)] +2024-10-12 10:32:37,500 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 29579] [top5_cnt 41075] [top_all 50000] +2024-10-12 10:32:37,501 - net: 59.158 (82.150) +2024-10-12 10:32:43,483 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 34356] [top5_cnt 44350] [top_all 50000] +2024-10-12 10:32:43,484 - net_E: 68.712 (88.700) +2024-10-12 10:32:43,619 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.820 (epoch: 228)] +2024-10-12 10:32:43,619 - ==> Total time: 12:45:34 Eta: 1 day, 17:46:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 10:32:48,113 - Train: 23.40% [292750/1251000] [234.0/1000.0] [batch_t 0.145 (0.185)] [data_t 0.005] [optim_t 0.141] [lr 0.002616] [CE 4.766 (4.740)] [KD 6.535 (6.171)] +2024-10-12 10:32:55,594 - Train: 23.41% [292800/1251000] [234.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002616] [CE 4.471 (4.785)] [KD 6.339 (6.176)] +2024-10-12 10:33:03,224 - Train: 23.41% [292850/1251000] [234.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002616] [CE 4.579 (4.778)] [KD 6.017 (6.155)] +2024-10-12 10:33:10,932 - Train: 23.41% [292900/1251000] [234.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002616] [CE 4.833 (4.771)] [KD 6.222 (6.136)] +2024-10-12 10:33:18,604 - Train: 23.42% [292950/1251000] [234.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.002616] [CE 4.612 (4.812)] [KD 5.922 (6.079)] +2024-10-12 10:33:26,016 - Train: 23.42% [293000/1251000] [234.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002616] [CE 4.410 (4.808)] [KD 5.978 (6.107)] +2024-10-12 10:33:33,700 - Train: 23.43% [293050/1251000] [234.3/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.002616] [CE 4.744 (4.766)] [KD 6.306 (6.119)] +2024-10-12 10:33:41,128 - Train: 23.43% [293100/1251000] [234.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002616] [CE 4.834 (4.914)] [KD 6.554 (6.212)] +2024-10-12 10:33:48,572 - Train: 23.43% [293150/1251000] [234.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002615] [CE 5.248 (4.802)] [KD 6.377 (6.233)] +2024-10-12 10:33:56,282 - Train: 23.44% [293200/1251000] [234.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.002615] [CE 4.648 (4.877)] [KD 6.234 (6.140)] +2024-10-12 10:34:03,895 - Train: 23.44% [293250/1251000] [234.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002615] [CE 4.717 (4.767)] [KD 6.097 (6.196)] +2024-10-12 10:34:11,452 - Train: 23.45% [293300/1251000] [234.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002615] [CE 5.158 (4.853)] [KD 6.305 (6.300)] +2024-10-12 10:34:19,226 - Train: 23.45% [293350/1251000] [234.5/1000.0] [batch_t 0.282 (0.155)] [data_t 0.004] [optim_t 0.278] [lr 0.002615] [CE 5.017 (4.793)] [KD 6.273 (6.227)] +2024-10-12 10:34:26,639 - Train: 23.45% [293400/1251000] [234.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002615] [CE 4.664 (4.790)] [KD 6.275 (6.215)] +2024-10-12 10:34:34,056 - Train: 23.46% [293450/1251000] [234.6/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.002615] [CE 4.116 (4.736)] [KD 6.094 (6.200)] +2024-10-12 10:34:41,599 - Train: 23.46% [293500/1251000] [234.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002615] [CE 4.903 (4.792)] [KD 6.004 (6.176)] +2024-10-12 10:34:49,032 - Train: 23.47% [293550/1251000] [234.7/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.002614] [CE 4.692 (4.759)] [KD 6.132 (6.131)] +2024-10-12 10:34:56,602 - Train: 23.47% [293600/1251000] [234.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002614] [CE 5.277 (4.844)] [KD 6.681 (6.164)] +2024-10-12 10:35:04,327 - Train: 23.47% [293650/1251000] [234.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.006] [optim_t 0.146] [lr 0.002614] [CE 4.750 (4.837)] [KD 6.061 (6.197)] +2024-10-12 10:35:11,976 - Train: 23.48% [293700/1251000] [234.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002614] [CE 5.016 (4.902)] [KD 6.266 (6.224)] +2024-10-12 10:35:19,528 - Train: 23.48% [293750/1251000] [234.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.002614] [CE 5.435 (4.776)] [KD 6.306 (6.282)] +2024-10-12 10:35:27,075 - Train: 23.49% [293800/1251000] [234.9/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.002614] [CE 5.106 (4.748)] [KD 6.480 (6.243)] +2024-10-12 10:35:34,647 - Train: 23.49% [293850/1251000] [234.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002614] [CE 4.644 (4.799)] [KD 6.143 (6.115)] +2024-10-12 10:35:42,151 - Train: 23.49% [293900/1251000] [234.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002614] [CE 5.085 (4.884)] [KD 6.270 (6.286)] +2024-10-12 10:35:49,684 - Train: 23.50% [293950/1251000] [235.0/1000.0] [batch_t 0.154 (0.151)] [data_t 0.006] [optim_t 0.147] [lr 0.002613] [CE 4.895 (4.810)] [KD 6.246 (6.248)] +2024-10-12 10:36:00,477 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 30040] [top5_cnt 41454] [top_all 50000] +2024-10-12 10:36:00,478 - net: 60.080 (82.908) +2024-10-12 10:36:06,339 - Test (net_E): 100.00% [50/50] [batch_t 0.063 (0.106)] [top1_cnt 34386] [top5_cnt 44381] [top_all 50000] +2024-10-12 10:36:06,339 - net_E: 68.772 (88.762) +2024-10-12 10:36:06,484 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.820 (epoch: 228)] +2024-10-12 10:36:06,484 - ==> Total time: 12:48:57 Eta: 1 day, 17:43:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 10:36:10,940 - Train: 23.50% [294000/1251000] [235.0/1000.0] [batch_t 0.145 (0.184)] [data_t 0.006] [optim_t 0.140] [lr 0.002613] [CE 4.901 (4.814)] [KD 6.023 (6.033)] +2024-10-12 10:36:18,555 - Train: 23.51% [294050/1251000] [235.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002613] [CE 4.581 (4.750)] [KD 5.789 (6.136)] +2024-10-12 10:36:26,369 - Train: 23.51% [294100/1251000] [235.1/1000.0] [batch_t 0.145 (0.156)] [data_t 0.003] [optim_t 0.142] [lr 0.002613] [CE 4.815 (4.761)] [KD 6.168 (6.069)] +2024-10-12 10:36:33,911 - Train: 23.51% [294150/1251000] [235.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002613] [CE 4.401 (4.794)] [KD 5.993 (6.127)] +2024-10-12 10:36:41,367 - Train: 23.52% [294200/1251000] [235.2/1000.0] [batch_t 0.152 (0.149)] [data_t 0.007] [optim_t 0.145] [lr 0.002613] [CE 4.791 (4.881)] [KD 5.812 (6.121)] +2024-10-12 10:36:49,211 - Train: 23.52% [294250/1251000] [235.2/1000.0] [batch_t 0.157 (0.157)] [data_t 0.004] [optim_t 0.153] [lr 0.002613] [CE 4.531 (4.770)] [KD 6.053 (6.123)] +2024-10-12 10:36:56,671 - Train: 23.53% [294300/1251000] [235.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002613] [CE 4.874 (4.875)] [KD 5.949 (6.180)] +2024-10-12 10:37:04,301 - Train: 23.53% [294350/1251000] [235.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002612] [CE 5.211 (4.805)] [KD 6.390 (6.086)] +2024-10-12 10:37:11,880 - Train: 23.53% [294400/1251000] [235.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.002612] [CE 5.151 (4.844)] [KD 6.333 (6.198)] +2024-10-12 10:37:19,401 - Train: 23.54% [294450/1251000] [235.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002612] [CE 4.791 (4.800)] [KD 6.096 (6.117)] +2024-10-12 10:37:27,060 - Train: 23.54% [294500/1251000] [235.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002612] [CE 4.949 (4.780)] [KD 6.341 (6.221)] +2024-10-12 10:37:34,597 - Train: 23.55% [294550/1251000] [235.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.008] [optim_t 0.141] [lr 0.002612] [CE 4.894 (4.834)] [KD 6.260 (6.201)] +2024-10-12 10:37:42,006 - Train: 23.55% [294600/1251000] [235.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002612] [CE 4.755 (4.855)] [KD 6.115 (6.236)] +2024-10-12 10:37:49,575 - Train: 23.55% [294650/1251000] [235.5/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002612] [CE 4.682 (4.751)] [KD 6.218 (6.146)] +2024-10-12 10:37:57,437 - Train: 23.56% [294700/1251000] [235.6/1000.0] [batch_t 0.156 (0.157)] [data_t 0.004] [optim_t 0.152] [lr 0.002612] [CE 4.346 (4.805)] [KD 5.973 (6.236)] +2024-10-12 10:38:04,912 - Train: 23.56% [294750/1251000] [235.6/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002611] [CE 4.682 (4.810)] [KD 6.009 (6.281)] +2024-10-12 10:38:12,417 - Train: 23.57% [294800/1251000] [235.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002611] [CE 4.998 (4.829)] [KD 5.974 (6.272)] +2024-10-12 10:38:19,836 - Train: 23.57% [294850/1251000] [235.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002611] [CE 4.662 (4.772)] [KD 5.881 (6.198)] +2024-10-12 10:38:27,387 - Train: 23.57% [294900/1251000] [235.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002611] [CE 5.112 (4.811)] [KD 6.376 (6.177)] +2024-10-12 10:38:35,334 - Train: 23.58% [294950/1251000] [235.8/1000.0] [batch_t 0.154 (0.159)] [data_t 0.006] [optim_t 0.148] [lr 0.002611] [CE 4.745 (4.749)] [KD 6.357 (6.131)] +2024-10-12 10:38:42,915 - Train: 23.58% [295000/1251000] [235.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002611] [CE 4.478 (4.884)] [KD 6.038 (6.289)] +2024-10-12 10:38:50,382 - Train: 23.59% [295050/1251000] [235.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.002611] [CE 4.330 (4.814)] [KD 6.437 (6.222)] +2024-10-12 10:38:58,058 - Train: 23.59% [295100/1251000] [235.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002611] [CE 4.663 (4.739)] [KD 6.010 (6.160)] +2024-10-12 10:39:05,614 - Train: 23.59% [295150/1251000] [235.9/1000.0] [batch_t 0.155 (0.151)] [data_t 0.006] [optim_t 0.148] [lr 0.002610] [CE 4.444 (4.829)] [KD 5.969 (6.178)] +2024-10-12 10:39:13,161 - Train: 23.60% [295200/1251000] [236.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002610] [CE 4.437 (4.780)] [KD 6.343 (6.181)] +2024-10-12 10:39:23,950 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 29612] [top5_cnt 41236] [top_all 50000] +2024-10-12 10:39:23,951 - net: 59.224 (82.472) +2024-10-12 10:39:29,906 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 34435] [top5_cnt 44361] [top_all 50000] +2024-10-12 10:39:29,906 - net_E: 68.870 (88.722) +2024-10-12 10:39:30,036 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.870 (epoch: 236)] +2024-10-12 10:39:30,037 - ==> Total time: 12:52:21 Eta: 1 day, 17:40:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 10:39:35,462 - Train: 23.60% [295250/1251000] [236.0/1000.0] [batch_t 0.154 (0.185)] [data_t 0.003] [optim_t 0.151] [lr 0.002610] [CE 4.787 (4.869)] [KD 6.030 (6.309)] +2024-10-12 10:39:43,005 - Train: 23.61% [295300/1251000] [236.1/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.151] [lr 0.002610] [CE 4.840 (4.776)] [KD 6.314 (6.218)] +2024-10-12 10:39:50,828 - Train: 23.61% [295350/1251000] [236.1/1000.0] [batch_t 0.144 (0.156)] [data_t 0.004] [optim_t 0.140] [lr 0.002610] [CE 5.237 (4.814)] [KD 6.259 (6.125)] +2024-10-12 10:39:58,348 - Train: 23.61% [295400/1251000] [236.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002610] [CE 4.896 (4.786)] [KD 6.425 (6.094)] +2024-10-12 10:40:05,794 - Train: 23.62% [295450/1251000] [236.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002610] [CE 5.209 (4.812)] [KD 6.387 (6.173)] +2024-10-12 10:40:13,409 - Train: 23.62% [295500/1251000] [236.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002610] [CE 3.914 (4.744)] [KD 5.923 (6.087)] +2024-10-12 10:40:21,293 - Train: 23.63% [295550/1251000] [236.3/1000.0] [batch_t 0.146 (0.158)] [data_t 0.003] [optim_t 0.143] [lr 0.002609] [CE 4.906 (4.800)] [KD 6.158 (6.138)] +2024-10-12 10:40:28,721 - Train: 23.63% [295600/1251000] [236.3/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002609] [CE 4.485 (4.858)] [KD 6.131 (6.161)] +2024-10-12 10:40:36,243 - Train: 23.63% [295650/1251000] [236.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.002609] [CE 4.764 (4.853)] [KD 6.377 (6.178)] +2024-10-12 10:40:43,958 - Train: 23.64% [295700/1251000] [236.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.002609] [CE 4.330 (4.878)] [KD 5.831 (6.203)] +2024-10-12 10:40:51,420 - Train: 23.64% [295750/1251000] [236.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002609] [CE 4.806 (4.799)] [KD 6.475 (6.193)] +2024-10-12 10:40:58,964 - Train: 23.65% [295800/1251000] [236.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002609] [CE 5.104 (4.825)] [KD 6.565 (6.253)] +2024-10-12 10:41:06,643 - Train: 23.65% [295850/1251000] [236.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002609] [CE 4.811 (4.815)] [KD 5.935 (6.176)] +2024-10-12 10:41:14,229 - Train: 23.65% [295900/1251000] [236.5/1000.0] [batch_t 0.160 (0.152)] [data_t 0.005] [optim_t 0.155] [lr 0.002609] [CE 4.460 (4.836)] [KD 6.154 (6.192)] +2024-10-12 10:41:21,820 - Train: 23.66% [295950/1251000] [236.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002608] [CE 5.041 (4.852)] [KD 6.271 (6.223)] +2024-10-12 10:41:29,483 - Train: 23.66% [296000/1251000] [236.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002608] [CE 4.456 (4.802)] [KD 6.280 (6.169)] +2024-10-12 10:41:36,882 - Train: 23.67% [296050/1251000] [236.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002608] [CE 4.772 (4.841)] [KD 6.233 (6.186)] +2024-10-12 10:41:44,461 - Train: 23.67% [296100/1251000] [236.7/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.002608] [CE 4.699 (4.810)] [KD 5.875 (6.117)] +2024-10-12 10:41:52,080 - Train: 23.67% [296150/1251000] [236.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002608] [CE 4.806 (4.744)] [KD 6.017 (6.102)] +2024-10-12 10:41:59,634 - Train: 23.68% [296200/1251000] [236.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002608] [CE 5.288 (4.883)] [KD 6.604 (6.288)] +2024-10-12 10:42:07,191 - Train: 23.68% [296250/1251000] [236.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002608] [CE 5.083 (4.781)] [KD 6.603 (6.210)] +2024-10-12 10:42:14,662 - Train: 23.69% [296300/1251000] [236.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.002608] [CE 4.745 (4.848)] [KD 6.039 (6.274)] +2024-10-12 10:42:22,159 - Train: 23.69% [296350/1251000] [236.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002607] [CE 4.489 (4.800)] [KD 6.086 (6.280)] +2024-10-12 10:42:29,924 - Train: 23.69% [296400/1251000] [236.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.007] [optim_t 0.143] [lr 0.002607] [CE 4.927 (4.785)] [KD 6.494 (6.162)] +2024-10-12 10:42:37,341 - Train: 23.70% [296450/1251000] [237.0/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002607] [CE 4.959 (4.771)] [KD 6.080 (6.198)] +2024-10-12 10:42:48,344 - Test (net): 100.00% [50/50] [batch_t 0.020 (0.105)] [top1_cnt 29586] [top5_cnt 41174] [top_all 50000] +2024-10-12 10:42:48,344 - net: 59.172 (82.348) +2024-10-12 10:42:54,114 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 34412] [top5_cnt 44373] [top_all 50000] +2024-10-12 10:42:54,115 - net_E: 68.824 (88.746) +2024-10-12 10:42:54,250 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.870 (epoch: 236)] +2024-10-12 10:42:54,250 - ==> Total time: 12:55:45 Eta: 1 day, 17:37:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 10:42:58,232 - Train: 23.70% [296500/1251000] [237.0/1000.0] [batch_t 0.150 (0.191)] [data_t 0.006] [optim_t 0.144] [lr 0.002607] [CE 4.800 (4.904)] [KD 6.154 (6.119)] +2024-10-12 10:43:06,120 - Train: 23.71% [296550/1251000] [237.1/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.150] [lr 0.002607] [CE 5.004 (4.793)] [KD 6.050 (6.177)] +2024-10-12 10:43:13,693 - Train: 23.71% [296600/1251000] [237.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002607] [CE 4.932 (4.788)] [KD 6.280 (6.074)] +2024-10-12 10:43:21,235 - Train: 23.71% [296650/1251000] [237.1/1000.0] [batch_t 0.143 (0.151)] [data_t 0.005] [optim_t 0.138] [lr 0.002607] [CE 5.174 (4.862)] [KD 6.355 (6.211)] +2024-10-12 10:43:28,913 - Train: 23.72% [296700/1251000] [237.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002607] [CE 4.482 (4.810)] [KD 5.999 (6.224)] +2024-10-12 10:43:36,383 - Train: 23.72% [296750/1251000] [237.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.007] [optim_t 0.141] [lr 0.002606] [CE 4.790 (4.834)] [KD 5.888 (6.146)] +2024-10-12 10:43:43,955 - Train: 23.73% [296800/1251000] [237.3/1000.0] [batch_t 0.143 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.002606] [CE 4.793 (4.769)] [KD 6.008 (6.180)] +2024-10-12 10:43:51,407 - Train: 23.73% [296850/1251000] [237.3/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.002606] [CE 4.393 (4.824)] [KD 6.228 (6.165)] +2024-10-12 10:43:59,090 - Train: 23.73% [296900/1251000] [237.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002606] [CE 4.924 (4.827)] [KD 5.742 (6.336)] +2024-10-12 10:44:06,823 - Train: 23.74% [296950/1251000] [237.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002606] [CE 5.115 (4.847)] [KD 6.201 (6.224)] +2024-10-12 10:44:14,631 - Train: 23.74% [297000/1251000] [237.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.002606] [CE 4.632 (4.838)] [KD 6.088 (6.209)] +2024-10-12 10:44:22,105 - Train: 23.75% [297050/1251000] [237.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002606] [CE 4.983 (4.811)] [KD 6.063 (6.225)] +2024-10-12 10:44:29,585 - Train: 23.75% [297100/1251000] [237.5/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.002606] [CE 4.726 (4.791)] [KD 5.854 (6.116)] +2024-10-12 10:44:37,033 - Train: 23.75% [297150/1251000] [237.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002605] [CE 4.354 (4.772)] [KD 6.412 (6.213)] +2024-10-12 10:44:44,613 - Train: 23.76% [297200/1251000] [237.6/1000.0] [batch_t 0.143 (0.152)] [data_t 0.003] [optim_t 0.140] [lr 0.002605] [CE 5.509 (4.824)] [KD 6.722 (6.248)] +2024-10-12 10:44:52,173 - Train: 23.76% [297250/1251000] [237.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002605] [CE 5.132 (4.802)] [KD 6.427 (6.271)] +2024-10-12 10:44:59,844 - Train: 23.76% [297300/1251000] [237.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002605] [CE 4.530 (4.844)] [KD 6.108 (6.329)] +2024-10-12 10:45:07,662 - Train: 23.77% [297350/1251000] [237.7/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002605] [CE 5.306 (4.819)] [KD 6.562 (6.228)] +2024-10-12 10:45:15,435 - Train: 23.77% [297400/1251000] [237.7/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002605] [CE 4.418 (4.778)] [KD 6.087 (6.167)] +2024-10-12 10:45:22,967 - Train: 23.78% [297450/1251000] [237.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002605] [CE 4.682 (4.834)] [KD 6.098 (6.173)] +2024-10-12 10:45:30,368 - Train: 23.78% [297500/1251000] [237.8/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002604] [CE 4.732 (4.802)] [KD 6.324 (6.152)] +2024-10-12 10:45:37,960 - Train: 23.78% [297550/1251000] [237.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002604] [CE 4.380 (4.798)] [KD 6.386 (6.268)] +2024-10-12 10:45:45,372 - Train: 23.79% [297600/1251000] [237.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002604] [CE 4.942 (4.802)] [KD 6.372 (6.210)] +2024-10-12 10:45:52,904 - Train: 23.79% [297650/1251000] [237.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002604] [CE 5.266 (4.830)] [KD 6.207 (6.301)] +2024-10-12 10:46:00,426 - Train: 23.80% [297700/1251000] [238.0/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002604] [CE 4.735 (4.845)] [KD 6.115 (6.200)] +2024-10-12 10:46:11,920 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 30391] [top5_cnt 41643] [top_all 50000] +2024-10-12 10:46:11,920 - net: 60.782 (83.286) +2024-10-12 10:46:17,758 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34418] [top5_cnt 44388] [top_all 50000] +2024-10-12 10:46:17,758 - net_E: 68.836 (88.776) +2024-10-12 10:46:17,887 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.870 (epoch: 236)] +2024-10-12 10:46:17,888 - ==> Total time: 12:59:08 Eta: 1 day, 17:34:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 10:46:21,754 - Train: 23.80% [297750/1251000] [238.0/1000.0] [batch_t 0.146 (0.202)] [data_t 0.004] [optim_t 0.142] [lr 0.002604] [CE 5.022 (4.886)] [KD 6.274 (6.195)] +2024-10-12 10:46:29,291 - Train: 23.80% [297800/1251000] [238.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002604] [CE 4.411 (4.759)] [KD 5.821 (6.150)] +2024-10-12 10:46:36,854 - Train: 23.81% [297850/1251000] [238.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002604] [CE 4.660 (4.754)] [KD 6.240 (6.077)] +2024-10-12 10:46:44,422 - Train: 23.81% [297900/1251000] [238.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002603] [CE 4.905 (4.820)] [KD 5.843 (6.202)] +2024-10-12 10:46:51,862 - Train: 23.82% [297950/1251000] [238.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002603] [CE 4.983 (4.813)] [KD 6.323 (6.182)] +2024-10-12 10:46:59,469 - Train: 23.82% [298000/1251000] [238.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002603] [CE 4.538 (4.737)] [KD 6.142 (6.126)] +2024-10-12 10:47:07,028 - Train: 23.82% [298050/1251000] [238.2/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.002603] [CE 5.161 (4.793)] [KD 6.381 (6.154)] +2024-10-12 10:47:14,918 - Train: 23.83% [298100/1251000] [238.3/1000.0] [batch_t 0.155 (0.158)] [data_t 0.006] [optim_t 0.149] [lr 0.002603] [CE 4.706 (4.821)] [KD 5.855 (6.142)] +2024-10-12 10:47:22,666 - Train: 23.83% [298150/1251000] [238.3/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.002603] [CE 5.177 (4.790)] [KD 6.441 (6.160)] +2024-10-12 10:47:30,128 - Train: 23.84% [298200/1251000] [238.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002603] [CE 4.666 (4.779)] [KD 6.272 (6.139)] +2024-10-12 10:47:37,842 - Train: 23.84% [298250/1251000] [238.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002603] [CE 5.151 (4.807)] [KD 6.332 (6.178)] +2024-10-12 10:47:45,394 - Train: 23.84% [298300/1251000] [238.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002602] [CE 4.870 (4.715)] [KD 6.459 (6.170)] +2024-10-12 10:47:53,019 - Train: 23.85% [298350/1251000] [238.5/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.139] [lr 0.002602] [CE 4.918 (4.774)] [KD 6.203 (6.247)] +2024-10-12 10:48:00,418 - Train: 23.85% [298400/1251000] [238.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002602] [CE 4.860 (4.848)] [KD 6.506 (6.275)] +2024-10-12 10:48:07,873 - Train: 23.86% [298450/1251000] [238.6/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.002602] [CE 4.977 (4.765)] [KD 5.802 (6.187)] +2024-10-12 10:48:15,405 - Train: 23.86% [298500/1251000] [238.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.002602] [CE 4.913 (4.799)] [KD 6.355 (6.174)] +2024-10-12 10:48:22,780 - Train: 23.86% [298550/1251000] [238.6/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.002602] [CE 4.770 (4.894)] [KD 6.161 (6.175)] +2024-10-12 10:48:30,441 - Train: 23.87% [298600/1251000] [238.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002602] [CE 4.249 (4.775)] [KD 5.874 (6.210)] +2024-10-12 10:48:38,235 - Train: 23.87% [298650/1251000] [238.7/1000.0] [batch_t 0.259 (0.156)] [data_t 0.006] [optim_t 0.253] [lr 0.002602] [CE 5.151 (4.853)] [KD 6.448 (6.244)] +2024-10-12 10:48:45,762 - Train: 23.88% [298700/1251000] [238.8/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.002601] [CE 4.883 (4.839)] [KD 6.159 (6.228)] +2024-10-12 10:48:53,284 - Train: 23.88% [298750/1251000] [238.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.002601] [CE 4.848 (4.811)] [KD 6.391 (6.286)] +2024-10-12 10:49:00,651 - Train: 23.88% [298800/1251000] [238.8/1000.0] [batch_t 0.148 (0.147)] [data_t 0.007] [optim_t 0.141] [lr 0.002601] [CE 4.723 (4.830)] [KD 6.088 (6.245)] +2024-10-12 10:49:08,032 - Train: 23.89% [298850/1251000] [238.9/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.139] [lr 0.002601] [CE 4.853 (4.824)] [KD 6.171 (6.232)] +2024-10-12 10:49:15,475 - Train: 23.89% [298900/1251000] [238.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002601] [CE 4.964 (4.882)] [KD 6.235 (6.280)] +2024-10-12 10:49:23,308 - Train: 23.90% [298950/1251000] [239.0/1000.0] [batch_t 0.146 (0.157)] [data_t 0.006] [optim_t 0.140] [lr 0.002601] [CE 4.935 (4.766)] [KD 6.182 (6.151)] +2024-10-12 10:49:34,808 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 30573] [top5_cnt 41983] [top_all 50000] +2024-10-12 10:49:34,808 - net: 61.146 (83.966) +2024-10-12 10:49:40,651 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.106)] [top1_cnt 34411] [top5_cnt 44396] [top_all 50000] +2024-10-12 10:49:40,651 - net_E: 68.822 (88.792) +2024-10-12 10:49:40,786 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.870 (epoch: 236)] +2024-10-12 10:49:40,787 - ==> Total time: 13:02:31 Eta: 1 day, 17:31:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 10:49:44,821 - Train: 23.90% [299000/1251000] [239.0/1000.0] [batch_t 0.147 (0.221)] [data_t 0.004] [optim_t 0.143] [lr 0.002601] [CE 4.823 (4.869)] [KD 6.236 (6.166)] +2024-10-12 10:49:52,253 - Train: 23.90% [299050/1251000] [239.0/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.002601] [CE 4.896 (4.793)] [KD 6.187 (6.171)] +2024-10-12 10:49:59,868 - Train: 23.91% [299100/1251000] [239.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.002600] [CE 4.819 (4.740)] [KD 5.953 (6.168)] +2024-10-12 10:50:07,487 - Train: 23.91% [299150/1251000] [239.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002600] [CE 4.610 (4.805)] [KD 6.352 (6.170)] +2024-10-12 10:50:14,994 - Train: 23.92% [299200/1251000] [239.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.002600] [CE 4.755 (4.797)] [KD 5.812 (6.150)] +2024-10-12 10:50:22,799 - Train: 23.92% [299250/1251000] [239.2/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.002600] [CE 4.921 (4.810)] [KD 6.205 (6.176)] +2024-10-12 10:50:30,536 - Train: 23.92% [299300/1251000] [239.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.002600] [CE 4.816 (4.782)] [KD 6.225 (6.164)] +2024-10-12 10:50:38,006 - Train: 23.93% [299350/1251000] [239.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002600] [CE 4.744 (4.766)] [KD 6.268 (6.136)] +2024-10-12 10:50:45,764 - Train: 23.93% [299400/1251000] [239.3/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002600] [CE 4.669 (4.848)] [KD 6.368 (6.236)] +2024-10-12 10:50:53,395 - Train: 23.94% [299450/1251000] [239.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.002600] [CE 5.319 (4.804)] [KD 6.166 (6.090)] +2024-10-12 10:51:01,022 - Train: 23.94% [299500/1251000] [239.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.006] [optim_t 0.147] [lr 0.002599] [CE 4.626 (4.818)] [KD 6.305 (6.313)] +2024-10-12 10:51:08,807 - Train: 23.94% [299550/1251000] [239.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.002599] [CE 4.834 (4.832)] [KD 6.003 (6.218)] +2024-10-12 10:51:16,496 - Train: 23.95% [299600/1251000] [239.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.002599] [CE 4.674 (4.814)] [KD 5.870 (6.269)] +2024-10-12 10:51:23,939 - Train: 23.95% [299650/1251000] [239.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002599] [CE 4.834 (4.828)] [KD 6.402 (6.145)] +2024-10-12 10:51:31,596 - Train: 23.96% [299700/1251000] [239.6/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.002599] [CE 4.631 (4.780)] [KD 6.174 (6.176)] +2024-10-12 10:51:39,159 - Train: 23.96% [299750/1251000] [239.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002599] [CE 4.524 (4.798)] [KD 5.940 (6.198)] +2024-10-12 10:51:46,727 - Train: 23.96% [299800/1251000] [239.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002599] [CE 4.572 (4.810)] [KD 6.100 (6.277)] +2024-10-12 10:51:54,421 - Train: 23.97% [299850/1251000] [239.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002599] [CE 4.846 (4.791)] [KD 6.050 (6.246)] +2024-10-12 10:52:01,857 - Train: 23.97% [299900/1251000] [239.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.006] [optim_t 0.139] [lr 0.002598] [CE 4.812 (4.847)] [KD 5.905 (6.225)] +2024-10-12 10:52:09,483 - Train: 23.98% [299950/1251000] [239.8/1000.0] [batch_t 0.153 (0.152)] [data_t 0.006] [optim_t 0.146] [lr 0.002598] [CE 4.744 (4.761)] [KD 6.245 (6.292)] +2024-10-12 10:52:17,158 - Train: 23.98% [300000/1251000] [239.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002598] [CE 4.629 (4.829)] [KD 6.250 (6.342)] +2024-10-12 10:52:24,577 - Train: 23.98% [300050/1251000] [239.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002598] [CE 5.134 (4.779)] [KD 6.333 (6.235)] +2024-10-12 10:52:32,260 - Train: 23.99% [300100/1251000] [239.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002598] [CE 4.962 (4.831)] [KD 6.288 (6.186)] +2024-10-12 10:52:39,864 - Train: 23.99% [300150/1251000] [239.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002598] [CE 4.925 (4.880)] [KD 6.067 (6.251)] +2024-10-12 10:52:47,398 - Train: 24.00% [300200/1251000] [240.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002598] [CE 4.847 (4.729)] [KD 5.960 (6.077)] +2024-10-12 10:52:59,024 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 30240] [top5_cnt 41555] [top_all 50000] +2024-10-12 10:52:59,024 - net: 60.480 (83.110) +2024-10-12 10:53:04,837 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 34402] [top5_cnt 44380] [top_all 50000] +2024-10-12 10:53:04,838 - net_E: 68.804 (88.760) +2024-10-12 10:53:04,987 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.870 (epoch: 236)] +2024-10-12 10:53:04,988 - ==> Total time: 13:05:56 Eta: 1 day, 17:28:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 10:53:10,133 - Train: 24.00% [300250/1251000] [240.0/1000.0] [batch_t 0.152 (0.208)] [data_t 0.004] [optim_t 0.147] [lr 0.002597] [CE 4.733 (4.853)] [KD 6.344 (6.158)] +2024-10-12 10:53:17,688 - Train: 24.00% [300300/1251000] [240.0/1000.0] [batch_t 0.143 (0.151)] [data_t 0.004] [optim_t 0.139] [lr 0.002597] [CE 4.636 (4.791)] [KD 6.212 (6.144)] +2024-10-12 10:53:25,279 - Train: 24.01% [300350/1251000] [240.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.002597] [CE 4.375 (4.770)] [KD 5.961 (6.172)] +2024-10-12 10:53:33,128 - Train: 24.01% [300400/1251000] [240.1/1000.0] [batch_t 0.147 (0.157)] [data_t 0.006] [optim_t 0.141] [lr 0.002597] [CE 5.277 (4.789)] [KD 6.721 (6.263)] +2024-10-12 10:53:40,554 - Train: 24.02% [300450/1251000] [240.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002597] [CE 4.818 (4.823)] [KD 5.898 (6.232)] +2024-10-12 10:53:47,994 - Train: 24.02% [300500/1251000] [240.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002597] [CE 5.048 (4.805)] [KD 6.251 (6.166)] +2024-10-12 10:53:55,782 - Train: 24.02% [300550/1251000] [240.2/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.002597] [CE 4.438 (4.718)] [KD 6.294 (6.134)] +2024-10-12 10:54:03,526 - Train: 24.03% [300600/1251000] [240.3/1000.0] [batch_t 0.157 (0.155)] [data_t 0.003] [optim_t 0.154] [lr 0.002597] [CE 5.141 (4.799)] [KD 6.126 (6.121)] +2024-10-12 10:54:10,976 - Train: 24.03% [300650/1251000] [240.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002596] [CE 4.695 (4.809)] [KD 6.213 (6.144)] +2024-10-12 10:54:18,526 - Train: 24.04% [300700/1251000] [240.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002596] [CE 5.126 (4.853)] [KD 6.299 (6.254)] +2024-10-12 10:54:26,011 - Train: 24.04% [300750/1251000] [240.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002596] [CE 4.985 (4.806)] [KD 6.292 (6.207)] +2024-10-12 10:54:33,725 - Train: 24.04% [300800/1251000] [240.4/1000.0] [batch_t 0.260 (0.154)] [data_t 0.005] [optim_t 0.255] [lr 0.002596] [CE 5.321 (4.798)] [KD 6.232 (6.178)] +2024-10-12 10:54:41,463 - Train: 24.05% [300850/1251000] [240.5/1000.0] [batch_t 0.143 (0.155)] [data_t 0.003] [optim_t 0.140] [lr 0.002596] [CE 4.400 (4.864)] [KD 6.003 (6.189)] +2024-10-12 10:54:48,971 - Train: 24.05% [300900/1251000] [240.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002596] [CE 4.314 (4.756)] [KD 6.147 (6.130)] +2024-10-12 10:54:56,684 - Train: 24.06% [300950/1251000] [240.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002596] [CE 4.910 (4.886)] [KD 6.114 (6.161)] +2024-10-12 10:55:04,126 - Train: 24.06% [301000/1251000] [240.6/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.002596] [CE 4.536 (4.827)] [KD 6.355 (6.188)] +2024-10-12 10:55:11,570 - Train: 24.06% [301050/1251000] [240.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002595] [CE 4.620 (4.815)] [KD 5.786 (6.156)] +2024-10-12 10:55:19,220 - Train: 24.07% [301100/1251000] [240.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002595] [CE 5.323 (4.777)] [KD 6.160 (6.143)] +2024-10-12 10:55:26,815 - Train: 24.07% [301150/1251000] [240.7/1000.0] [batch_t 0.158 (0.152)] [data_t 0.006] [optim_t 0.152] [lr 0.002595] [CE 4.598 (4.802)] [KD 5.888 (6.199)] +2024-10-12 10:55:34,473 - Train: 24.08% [301200/1251000] [240.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002595] [CE 5.006 (4.794)] [KD 6.480 (6.175)] +2024-10-12 10:55:42,266 - Train: 24.08% [301250/1251000] [240.8/1000.0] [batch_t 0.144 (0.156)] [data_t 0.003] [optim_t 0.141] [lr 0.002595] [CE 5.264 (4.849)] [KD 6.112 (6.261)] +2024-10-12 10:55:49,650 - Train: 24.08% [301300/1251000] [240.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002595] [CE 4.621 (4.855)] [KD 6.333 (6.199)] +2024-10-12 10:55:57,083 - Train: 24.09% [301350/1251000] [240.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002595] [CE 4.500 (4.801)] [KD 5.757 (6.187)] +2024-10-12 10:56:04,785 - Train: 24.09% [301400/1251000] [240.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002595] [CE 4.692 (4.835)] [KD 6.398 (6.199)] +2024-10-12 10:56:12,329 - Train: 24.10% [301450/1251000] [241.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002594] [CE 5.081 (4.832)] [KD 6.216 (6.229)] +2024-10-12 10:56:24,199 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 30921] [top5_cnt 42208] [top_all 50000] +2024-10-12 10:56:24,200 - net: 61.842 (84.416) +2024-10-12 10:56:30,051 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 34417] [top5_cnt 44390] [top_all 50000] +2024-10-12 10:56:30,051 - net_E: 68.834 (88.780) +2024-10-12 10:56:30,154 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.870 (epoch: 236)] +2024-10-12 10:56:30,155 - ==> Total time: 13:09:21 Eta: 1 day, 17:25:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 10:56:33,364 - Train: 24.10% [301500/1251000] [241.0/1000.0] [batch_t 0.147 (0.208)] [data_t 0.004] [optim_t 0.143] [lr 0.002594] [CE 4.810 (4.855)] [KD 6.014 (6.013)] +2024-10-12 10:56:40,802 - Train: 24.10% [301550/1251000] [241.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002594] [CE 4.729 (4.795)] [KD 6.048 (6.080)] +2024-10-12 10:56:48,367 - Train: 24.11% [301600/1251000] [241.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002594] [CE 4.477 (4.810)] [KD 6.150 (6.204)] +2024-10-12 10:56:56,065 - Train: 24.11% [301650/1251000] [241.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.002594] [CE 4.754 (4.839)] [KD 6.351 (6.275)] +2024-10-12 10:57:03,534 - Train: 24.12% [301700/1251000] [241.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002594] [CE 4.529 (4.730)] [KD 5.931 (6.122)] +2024-10-12 10:57:11,267 - Train: 24.12% [301750/1251000] [241.2/1000.0] [batch_t 0.145 (0.155)] [data_t 0.006] [optim_t 0.139] [lr 0.002594] [CE 4.393 (4.780)] [KD 5.788 (6.134)] +2024-10-12 10:57:18,676 - Train: 24.12% [301800/1251000] [241.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002594] [CE 4.276 (4.742)] [KD 6.048 (6.123)] +2024-10-12 10:57:26,383 - Train: 24.13% [301850/1251000] [241.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002593] [CE 4.810 (4.812)] [KD 6.134 (6.159)] +2024-10-12 10:57:34,031 - Train: 24.13% [301900/1251000] [241.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.002593] [CE 4.966 (4.851)] [KD 6.524 (6.162)] +2024-10-12 10:57:41,589 - Train: 24.14% [301950/1251000] [241.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002593] [CE 4.322 (4.837)] [KD 6.078 (6.225)] +2024-10-12 10:57:49,028 - Train: 24.14% [302000/1251000] [241.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002593] [CE 5.179 (4.767)] [KD 6.280 (6.196)] +2024-10-12 10:57:56,558 - Train: 24.14% [302050/1251000] [241.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002593] [CE 4.483 (4.787)] [KD 5.992 (6.189)] +2024-10-12 10:58:04,153 - Train: 24.15% [302100/1251000] [241.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.002593] [CE 4.861 (4.829)] [KD 5.814 (6.095)] +2024-10-12 10:58:11,701 - Train: 24.15% [302150/1251000] [241.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002593] [CE 4.655 (4.766)] [KD 6.083 (6.200)] +2024-10-12 10:58:19,388 - Train: 24.16% [302200/1251000] [241.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.002593] [CE 5.166 (4.765)] [KD 6.424 (6.223)] +2024-10-12 10:58:26,833 - Train: 24.16% [302250/1251000] [241.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002592] [CE 4.418 (4.763)] [KD 6.069 (6.113)] +2024-10-12 10:58:34,425 - Train: 24.16% [302300/1251000] [241.6/1000.0] [batch_t 0.154 (0.152)] [data_t 0.006] [optim_t 0.148] [lr 0.002592] [CE 4.273 (4.754)] [KD 6.090 (6.237)] +2024-10-12 10:58:42,310 - Train: 24.17% [302350/1251000] [241.7/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.002592] [CE 4.994 (4.770)] [KD 5.939 (6.174)] +2024-10-12 10:58:49,928 - Train: 24.17% [302400/1251000] [241.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.007] [optim_t 0.144] [lr 0.002592] [CE 4.400 (4.841)] [KD 6.268 (6.205)] +2024-10-12 10:58:57,669 - Train: 24.18% [302450/1251000] [241.8/1000.0] [batch_t 0.165 (0.155)] [data_t 0.004] [optim_t 0.161] [lr 0.002592] [CE 5.043 (4.760)] [KD 6.060 (6.106)] +2024-10-12 10:59:05,389 - Train: 24.18% [302500/1251000] [241.8/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.002592] [CE 4.488 (4.823)] [KD 6.415 (6.221)] +2024-10-12 10:59:12,885 - Train: 24.18% [302550/1251000] [241.8/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.002592] [CE 4.871 (4.786)] [KD 6.079 (6.134)] +2024-10-12 10:59:20,526 - Train: 24.19% [302600/1251000] [241.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002591] [CE 4.630 (4.768)] [KD 6.200 (6.223)] +2024-10-12 10:59:28,093 - Train: 24.19% [302650/1251000] [241.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002591] [CE 4.632 (4.805)] [KD 6.607 (6.251)] +2024-10-12 10:59:35,673 - Train: 24.20% [302700/1251000] [242.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002591] [CE 5.281 (4.814)] [KD 6.286 (6.192)] +2024-10-12 10:59:47,615 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 29280] [top5_cnt 40978] [top_all 50000] +2024-10-12 10:59:47,615 - net: 58.560 (81.956) +2024-10-12 10:59:53,337 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 34368] [top5_cnt 44374] [top_all 50000] +2024-10-12 10:59:53,337 - net_E: 68.736 (88.748) +2024-10-12 10:59:53,490 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.870 (epoch: 236)] +2024-10-12 10:59:53,490 - ==> Total time: 13:12:44 Eta: 1 day, 17:23:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 10:59:57,080 - Train: 24.20% [302750/1251000] [242.0/1000.0] [batch_t 0.148 (0.248)] [data_t 0.004] [optim_t 0.144] [lr 0.002591] [CE 4.813 (4.573)] [KD 5.803 (6.110)] +2024-10-12 11:00:04,589 - Train: 24.20% [302800/1251000] [242.0/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002591] [CE 4.364 (4.831)] [KD 5.870 (6.153)] +2024-10-12 11:00:12,179 - Train: 24.21% [302850/1251000] [242.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002591] [CE 5.073 (4.825)] [KD 6.369 (6.156)] +2024-10-12 11:00:19,753 - Train: 24.21% [302900/1251000] [242.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.002591] [CE 4.951 (4.830)] [KD 5.983 (6.184)] +2024-10-12 11:00:27,331 - Train: 24.22% [302950/1251000] [242.2/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.002591] [CE 4.523 (4.755)] [KD 6.009 (6.060)] +2024-10-12 11:00:34,775 - Train: 24.22% [303000/1251000] [242.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.002590] [CE 5.056 (4.815)] [KD 6.603 (6.208)] +2024-10-12 11:00:42,445 - Train: 24.22% [303050/1251000] [242.2/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.002590] [CE 5.030 (4.792)] [KD 6.333 (6.199)] +2024-10-12 11:00:49,882 - Train: 24.23% [303100/1251000] [242.3/1000.0] [batch_t 0.154 (0.149)] [data_t 0.006] [optim_t 0.149] [lr 0.002590] [CE 4.880 (4.844)] [KD 6.266 (6.176)] +2024-10-12 11:00:57,676 - Train: 24.23% [303150/1251000] [242.3/1000.0] [batch_t 0.145 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.002590] [CE 4.971 (4.848)] [KD 6.159 (6.237)] +2024-10-12 11:01:05,524 - Train: 24.24% [303200/1251000] [242.4/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.002590] [CE 4.154 (4.850)] [KD 5.981 (6.278)] +2024-10-12 11:01:13,111 - Train: 24.24% [303250/1251000] [242.4/1000.0] [batch_t 0.160 (0.152)] [data_t 0.006] [optim_t 0.155] [lr 0.002590] [CE 4.321 (4.806)] [KD 6.037 (6.124)] +2024-10-12 11:01:20,771 - Train: 24.24% [303300/1251000] [242.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.002590] [CE 4.744 (4.812)] [KD 6.302 (6.196)] +2024-10-12 11:01:28,451 - Train: 24.25% [303350/1251000] [242.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.002590] [CE 4.453 (4.756)] [KD 5.966 (6.110)] +2024-10-12 11:01:36,171 - Train: 24.25% [303400/1251000] [242.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002589] [CE 5.287 (4.812)] [KD 6.416 (6.157)] +2024-10-12 11:01:43,847 - Train: 24.26% [303450/1251000] [242.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.002589] [CE 4.937 (4.812)] [KD 6.073 (6.176)] +2024-10-12 11:01:51,498 - Train: 24.26% [303500/1251000] [242.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002589] [CE 4.996 (4.830)] [KD 6.320 (6.248)] +2024-10-12 11:01:59,156 - Train: 24.26% [303550/1251000] [242.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.002589] [CE 4.891 (4.797)] [KD 6.211 (6.178)] +2024-10-12 11:02:07,234 - Train: 24.27% [303600/1251000] [242.7/1000.0] [batch_t 0.280 (0.161)] [data_t 0.004] [optim_t 0.276] [lr 0.002589] [CE 4.644 (4.835)] [KD 6.110 (6.167)] +2024-10-12 11:02:14,744 - Train: 24.27% [303650/1251000] [242.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.002589] [CE 4.785 (4.796)] [KD 6.545 (6.172)] +2024-10-12 11:02:22,441 - Train: 24.28% [303700/1251000] [242.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.002589] [CE 5.018 (4.827)] [KD 6.268 (6.135)] +2024-10-12 11:02:30,062 - Train: 24.28% [303750/1251000] [242.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002589] [CE 4.840 (4.815)] [KD 5.928 (6.156)] +2024-10-12 11:02:37,699 - Train: 24.28% [303800/1251000] [242.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.002588] [CE 5.060 (4.736)] [KD 6.187 (6.059)] +2024-10-12 11:02:45,221 - Train: 24.29% [303850/1251000] [242.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002588] [CE 4.693 (4.771)] [KD 5.801 (6.112)] +2024-10-12 11:02:52,970 - Train: 24.29% [303900/1251000] [242.9/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.002588] [CE 4.695 (4.774)] [KD 5.743 (6.192)] +2024-10-12 11:03:00,492 - Train: 24.30% [303950/1251000] [243.0/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.002588] [CE 4.714 (4.806)] [KD 6.236 (6.211)] +2024-10-12 11:03:12,886 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 29942] [top5_cnt 41560] [top_all 50000] +2024-10-12 11:03:12,887 - net: 59.884 (83.120) +2024-10-12 11:03:18,775 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 34349] [top5_cnt 44377] [top_all 50000] +2024-10-12 11:03:18,776 - net_E: 68.698 (88.754) +2024-10-12 11:03:18,982 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.870 (epoch: 236)] +2024-10-12 11:03:18,983 - ==> Total time: 13:16:10 Eta: 1 day, 17:20:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 11:03:22,327 - Train: 24.30% [304000/1251000] [243.0/1000.0] [batch_t 0.151 (0.218)] [data_t 0.003] [optim_t 0.148] [lr 0.002588] [CE 4.311 (4.667)] [KD 5.997 (6.090)] +2024-10-12 11:03:30,086 - Train: 24.30% [304050/1251000] [243.0/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.002588] [CE 4.823 (4.831)] [KD 5.925 (6.095)] +2024-10-12 11:03:37,667 - Train: 24.31% [304100/1251000] [243.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.146] [lr 0.002588] [CE 5.317 (4.832)] [KD 6.331 (6.200)] +2024-10-12 11:03:45,271 - Train: 24.31% [304150/1251000] [243.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002587] [CE 4.570 (4.821)] [KD 5.847 (6.136)] +2024-10-12 11:03:52,685 - Train: 24.32% [304200/1251000] [243.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002587] [CE 5.071 (4.858)] [KD 6.370 (6.238)] +2024-10-12 11:04:00,104 - Train: 24.32% [304250/1251000] [243.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.002587] [CE 5.263 (4.776)] [KD 6.357 (6.105)] +2024-10-12 11:04:07,701 - Train: 24.32% [304300/1251000] [243.2/1000.0] [batch_t 0.145 (0.152)] [data_t 0.006] [optim_t 0.139] [lr 0.002587] [CE 5.069 (4.771)] [KD 6.278 (6.106)] +2024-10-12 11:04:15,418 - Train: 24.33% [304350/1251000] [243.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.007] [optim_t 0.140] [lr 0.002587] [CE 4.311 (4.763)] [KD 5.774 (6.073)] +2024-10-12 11:04:23,053 - Train: 24.33% [304400/1251000] [243.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.002587] [CE 4.749 (4.794)] [KD 6.157 (6.237)] +2024-10-12 11:04:30,832 - Train: 24.34% [304450/1251000] [243.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.008] [optim_t 0.144] [lr 0.002587] [CE 4.842 (4.756)] [KD 6.178 (6.118)] +2024-10-12 11:04:38,417 - Train: 24.34% [304500/1251000] [243.4/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.002587] [CE 4.124 (4.792)] [KD 5.958 (6.116)] +2024-10-12 11:04:45,856 - Train: 24.34% [304550/1251000] [243.4/1000.0] [batch_t 0.155 (0.149)] [data_t 0.003] [optim_t 0.152] [lr 0.002586] [CE 4.938 (4.764)] [KD 5.915 (6.139)] +2024-10-12 11:04:53,427 - Train: 24.35% [304600/1251000] [243.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002586] [CE 5.123 (4.765)] [KD 6.202 (6.186)] +2024-10-12 11:05:00,881 - Train: 24.35% [304650/1251000] [243.5/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.002586] [CE 4.555 (4.755)] [KD 6.135 (6.147)] +2024-10-12 11:05:08,383 - Train: 24.36% [304700/1251000] [243.6/1000.0] [batch_t 0.153 (0.150)] [data_t 0.006] [optim_t 0.147] [lr 0.002586] [CE 5.147 (4.808)] [KD 6.125 (6.246)] +2024-10-12 11:05:16,248 - Train: 24.36% [304750/1251000] [243.6/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.002586] [CE 5.076 (4.807)] [KD 6.416 (6.232)] +2024-10-12 11:05:23,717 - Train: 24.36% [304800/1251000] [243.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.002586] [CE 4.745 (4.748)] [KD 5.734 (6.149)] +2024-10-12 11:05:31,415 - Train: 24.37% [304850/1251000] [243.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002586] [CE 4.586 (4.800)] [KD 5.811 (6.083)] +2024-10-12 11:05:39,125 - Train: 24.37% [304900/1251000] [243.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.008] [optim_t 0.140] [lr 0.002586] [CE 4.656 (4.807)] [KD 6.071 (6.182)] +2024-10-12 11:05:46,716 - Train: 24.38% [304950/1251000] [243.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002585] [CE 4.758 (4.844)] [KD 6.373 (6.174)] +2024-10-12 11:05:54,268 - Train: 24.38% [305000/1251000] [243.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.002585] [CE 4.838 (4.757)] [KD 6.275 (6.150)] +2024-10-12 11:06:01,736 - Train: 24.38% [305050/1251000] [243.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002585] [CE 4.874 (4.853)] [KD 6.223 (6.245)] +2024-10-12 11:06:09,310 - Train: 24.39% [305100/1251000] [243.9/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.002585] [CE 4.294 (4.772)] [KD 6.098 (6.179)] +2024-10-12 11:06:16,959 - Train: 24.39% [305150/1251000] [243.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002585] [CE 4.404 (4.730)] [KD 6.054 (6.175)] +2024-10-12 11:06:24,721 - Train: 24.40% [305200/1251000] [244.0/1000.0] [batch_t 0.156 (0.155)] [data_t 0.003] [optim_t 0.154] [lr 0.002585] [CE 5.129 (4.793)] [KD 6.223 (6.196)] +2024-10-12 11:06:37,011 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 30463] [top5_cnt 41889] [top_all 50000] +2024-10-12 11:06:37,011 - net: 60.926 (83.778) +2024-10-12 11:06:42,896 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 34397] [top5_cnt 44375] [top_all 50000] +2024-10-12 11:06:42,896 - net_E: 68.794 (88.750) +2024-10-12 11:06:43,070 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.870 (epoch: 236)] +2024-10-12 11:06:43,071 - ==> Total time: 13:19:34 Eta: 1 day, 17:17:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 11:06:46,441 - Train: 24.40% [305250/1251000] [244.0/1000.0] [batch_t 0.145 (0.235)] [data_t 0.005] [optim_t 0.140] [lr 0.002585] [CE 5.276 (4.968)] [KD 6.214 (6.195)] +2024-10-12 11:06:54,264 - Train: 24.40% [305300/1251000] [244.0/1000.0] [batch_t 0.145 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.002585] [CE 4.761 (4.772)] [KD 6.338 (6.194)] +2024-10-12 11:07:01,801 - Train: 24.41% [305350/1251000] [244.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002584] [CE 5.072 (4.790)] [KD 6.199 (6.189)] +2024-10-12 11:07:09,232 - Train: 24.41% [305400/1251000] [244.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002584] [CE 4.947 (4.797)] [KD 6.204 (6.188)] +2024-10-12 11:07:16,771 - Train: 24.42% [305450/1251000] [244.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002584] [CE 4.865 (4.793)] [KD 6.253 (6.251)] +2024-10-12 11:07:24,365 - Train: 24.42% [305500/1251000] [244.2/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.002584] [CE 5.044 (4.749)] [KD 6.395 (6.175)] +2024-10-12 11:07:32,070 - Train: 24.42% [305550/1251000] [244.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.002584] [CE 5.013 (4.859)] [KD 6.197 (6.266)] +2024-10-12 11:07:39,508 - Train: 24.43% [305600/1251000] [244.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002584] [CE 5.071 (4.830)] [KD 6.214 (6.206)] +2024-10-12 11:07:47,036 - Train: 24.43% [305650/1251000] [244.3/1000.0] [batch_t 0.255 (0.150)] [data_t 0.004] [optim_t 0.252] [lr 0.002584] [CE 4.557 (4.800)] [KD 6.117 (6.237)] +2024-10-12 11:07:54,774 - Train: 24.44% [305700/1251000] [244.4/1000.0] [batch_t 0.293 (0.155)] [data_t 0.004] [optim_t 0.288] [lr 0.002583] [CE 4.703 (4.889)] [KD 6.285 (6.279)] +2024-10-12 11:08:02,485 - Train: 24.44% [305750/1251000] [244.4/1000.0] [batch_t 0.155 (0.154)] [data_t 0.008] [optim_t 0.147] [lr 0.002583] [CE 4.929 (4.837)] [KD 5.974 (6.217)] +2024-10-12 11:08:10,210 - Train: 24.44% [305800/1251000] [244.4/1000.0] [batch_t 0.159 (0.154)] [data_t 0.005] [optim_t 0.155] [lr 0.002583] [CE 4.473 (4.841)] [KD 5.918 (6.158)] +2024-10-12 11:08:17,742 - Train: 24.45% [305850/1251000] [244.5/1000.0] [batch_t 0.166 (0.151)] [data_t 0.004] [optim_t 0.162] [lr 0.002583] [CE 5.623 (4.755)] [KD 6.404 (6.191)] +2024-10-12 11:08:25,287 - Train: 24.45% [305900/1251000] [244.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002583] [CE 4.726 (4.806)] [KD 6.017 (6.184)] +2024-10-12 11:08:32,870 - Train: 24.46% [305950/1251000] [244.6/1000.0] [batch_t 0.155 (0.152)] [data_t 0.006] [optim_t 0.149] [lr 0.002583] [CE 5.114 (4.814)] [KD 6.229 (6.090)] +2024-10-12 11:08:40,699 - Train: 24.46% [306000/1251000] [244.6/1000.0] [batch_t 0.158 (0.156)] [data_t 0.005] [optim_t 0.154] [lr 0.002583] [CE 4.349 (4.760)] [KD 6.043 (6.136)] +2024-10-12 11:08:48,325 - Train: 24.46% [306050/1251000] [244.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002583] [CE 4.625 (4.827)] [KD 6.430 (6.193)] +2024-10-12 11:08:56,044 - Train: 24.47% [306100/1251000] [244.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002582] [CE 5.251 (4.756)] [KD 6.280 (6.080)] +2024-10-12 11:09:03,696 - Train: 24.47% [306150/1251000] [244.7/1000.0] [batch_t 0.155 (0.153)] [data_t 0.008] [optim_t 0.147] [lr 0.002582] [CE 4.857 (4.816)] [KD 6.098 (6.180)] +2024-10-12 11:09:11,163 - Train: 24.48% [306200/1251000] [244.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002582] [CE 4.638 (4.717)] [KD 6.074 (6.075)] +2024-10-12 11:09:18,795 - Train: 24.48% [306250/1251000] [244.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002582] [CE 4.646 (4.821)] [KD 5.893 (6.143)] +2024-10-12 11:09:26,366 - Train: 24.48% [306300/1251000] [244.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002582] [CE 4.827 (4.863)] [KD 6.206 (6.302)] +2024-10-12 11:09:34,049 - Train: 24.49% [306350/1251000] [244.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002582] [CE 5.115 (4.736)] [KD 6.435 (6.111)] +2024-10-12 11:09:41,786 - Train: 24.49% [306400/1251000] [244.9/1000.0] [batch_t 0.143 (0.155)] [data_t 0.003] [optim_t 0.140] [lr 0.002582] [CE 5.255 (4.773)] [KD 6.599 (6.151)] +2024-10-12 11:09:49,199 - Train: 24.50% [306450/1251000] [245.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002582] [CE 5.477 (4.771)] [KD 6.621 (6.159)] +2024-10-12 11:10:01,454 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 30043] [top5_cnt 41466] [top_all 50000] +2024-10-12 11:10:01,454 - net: 60.086 (82.932) +2024-10-12 11:10:07,324 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 34413] [top5_cnt 44401] [top_all 50000] +2024-10-12 11:10:07,324 - net_E: 68.826 (88.802) +2024-10-12 11:10:07,507 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.870 (epoch: 236)] +2024-10-12 11:10:07,508 - ==> Total time: 13:22:58 Eta: 1 day, 17:14:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 11:10:10,707 - Train: 24.50% [306500/1251000] [245.0/1000.0] [batch_t 0.145 (0.250)] [data_t 0.004] [optim_t 0.141] [lr 0.002581] [CE 4.198 (4.642)] [KD 6.021 (6.048)] +2024-10-12 11:10:18,278 - Train: 24.50% [306550/1251000] [245.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002581] [CE 4.741 (4.815)] [KD 6.107 (6.115)] +2024-10-12 11:10:25,888 - Train: 24.51% [306600/1251000] [245.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002581] [CE 4.134 (4.786)] [KD 5.754 (6.070)] +2024-10-12 11:10:33,682 - Train: 24.51% [306650/1251000] [245.1/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.002581] [CE 4.355 (4.752)] [KD 6.139 (6.166)] +2024-10-12 11:10:41,065 - Train: 24.52% [306700/1251000] [245.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002581] [CE 4.520 (4.795)] [KD 6.122 (6.302)] +2024-10-12 11:10:48,613 - Train: 24.52% [306750/1251000] [245.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002581] [CE 4.133 (4.740)] [KD 5.987 (6.170)] +2024-10-12 11:10:56,287 - Train: 24.52% [306800/1251000] [245.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.002581] [CE 4.669 (4.843)] [KD 6.134 (6.216)] +2024-10-12 11:11:03,863 - Train: 24.53% [306850/1251000] [245.3/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.002580] [CE 4.890 (4.837)] [KD 6.323 (6.133)] +2024-10-12 11:11:11,445 - Train: 24.53% [306900/1251000] [245.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.002580] [CE 5.258 (4.742)] [KD 6.753 (6.166)] +2024-10-12 11:11:18,959 - Train: 24.54% [306950/1251000] [245.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002580] [CE 4.899 (4.776)] [KD 6.222 (6.102)] +2024-10-12 11:11:26,571 - Train: 24.54% [307000/1251000] [245.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002580] [CE 4.602 (4.762)] [KD 5.848 (6.225)] +2024-10-12 11:11:34,139 - Train: 24.54% [307050/1251000] [245.4/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.002580] [CE 4.638 (4.719)] [KD 6.001 (6.037)] +2024-10-12 11:11:41,533 - Train: 24.55% [307100/1251000] [245.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002580] [CE 4.791 (4.747)] [KD 5.953 (6.101)] +2024-10-12 11:11:49,229 - Train: 24.55% [307150/1251000] [245.5/1000.0] [batch_t 0.164 (0.154)] [data_t 0.004] [optim_t 0.160] [lr 0.002580] [CE 4.939 (4.734)] [KD 6.027 (6.112)] +2024-10-12 11:11:56,929 - Train: 24.56% [307200/1251000] [245.6/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.002580] [CE 4.424 (4.747)] [KD 5.759 (6.101)] +2024-10-12 11:12:04,619 - Train: 24.56% [307250/1251000] [245.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.002579] [CE 4.707 (4.799)] [KD 6.089 (6.102)] +2024-10-12 11:12:12,048 - Train: 24.56% [307300/1251000] [245.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002579] [CE 4.944 (4.840)] [KD 6.251 (6.113)] +2024-10-12 11:12:19,453 - Train: 24.57% [307350/1251000] [245.7/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.140] [lr 0.002579] [CE 5.064 (4.786)] [KD 6.307 (6.249)] +2024-10-12 11:12:26,991 - Train: 24.57% [307400/1251000] [245.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.002579] [CE 5.432 (4.818)] [KD 6.555 (6.192)] +2024-10-12 11:12:34,739 - Train: 24.58% [307450/1251000] [245.8/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.002579] [CE 4.988 (4.813)] [KD 5.985 (6.160)] +2024-10-12 11:12:42,264 - Train: 24.58% [307500/1251000] [245.8/1000.0] [batch_t 0.160 (0.150)] [data_t 0.003] [optim_t 0.157] [lr 0.002579] [CE 4.468 (4.748)] [KD 5.648 (5.970)] +2024-10-12 11:12:49,922 - Train: 24.58% [307550/1251000] [245.8/1000.0] [batch_t 0.270 (0.153)] [data_t 0.006] [optim_t 0.264] [lr 0.002579] [CE 4.606 (4.818)] [KD 6.257 (6.208)] +2024-10-12 11:12:57,473 - Train: 24.59% [307600/1251000] [245.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002579] [CE 4.865 (4.732)] [KD 6.110 (6.207)] +2024-10-12 11:13:05,041 - Train: 24.59% [307650/1251000] [245.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002578] [CE 4.796 (4.765)] [KD 6.247 (6.135)] +2024-10-12 11:13:12,637 - Train: 24.60% [307700/1251000] [246.0/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002578] [CE 4.779 (4.840)] [KD 5.846 (6.257)] +2024-10-12 11:13:25,108 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 30190] [top5_cnt 41656] [top_all 50000] +2024-10-12 11:13:25,109 - net: 60.380 (83.312) +2024-10-12 11:13:31,093 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34421] [top5_cnt 44411] [top_all 50000] +2024-10-12 11:13:31,094 - net_E: 68.842 (88.822) +2024-10-12 11:13:31,240 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.870 (epoch: 236)] +2024-10-12 11:13:31,240 - ==> Total time: 13:26:22 Eta: 1 day, 17:11:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 11:13:34,096 - Train: 24.60% [307750/1251000] [246.0/1000.0] [batch_t 0.149 (0.239)] [data_t 0.003] [optim_t 0.146] [lr 0.002578] [CE 4.606 (4.664)] [KD 6.342 (6.143)] +2024-10-12 11:13:41,671 - Train: 24.60% [307800/1251000] [246.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.008] [optim_t 0.141] [lr 0.002578] [CE 4.574 (4.836)] [KD 6.064 (6.158)] +2024-10-12 11:13:49,412 - Train: 24.61% [307850/1251000] [246.1/1000.0] [batch_t 0.290 (0.155)] [data_t 0.004] [optim_t 0.286] [lr 0.002578] [CE 3.893 (4.817)] [KD 5.827 (6.253)] +2024-10-12 11:13:56,893 - Train: 24.61% [307900/1251000] [246.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002578] [CE 4.300 (4.827)] [KD 6.250 (6.214)] +2024-10-12 11:14:04,516 - Train: 24.62% [307950/1251000] [246.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.002578] [CE 4.962 (4.775)] [KD 5.798 (6.097)] +2024-10-12 11:14:12,158 - Train: 24.62% [308000/1251000] [246.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002578] [CE 4.545 (4.757)] [KD 6.092 (6.166)] +2024-10-12 11:14:19,930 - Train: 24.62% [308050/1251000] [246.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.002577] [CE 4.608 (4.811)] [KD 6.296 (6.130)] +2024-10-12 11:14:27,689 - Train: 24.63% [308100/1251000] [246.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.002577] [CE 5.142 (4.812)] [KD 6.406 (6.292)] +2024-10-12 11:14:35,179 - Train: 24.63% [308150/1251000] [246.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002577] [CE 5.001 (4.748)] [KD 6.208 (6.178)] +2024-10-12 11:14:42,650 - Train: 24.64% [308200/1251000] [246.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002577] [CE 4.693 (4.822)] [KD 5.909 (6.199)] +2024-10-12 11:14:50,434 - Train: 24.64% [308250/1251000] [246.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.002577] [CE 4.758 (4.738)] [KD 6.037 (6.144)] +2024-10-12 11:14:58,097 - Train: 24.64% [308300/1251000] [246.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002577] [CE 4.273 (4.819)] [KD 6.132 (6.174)] +2024-10-12 11:15:05,624 - Train: 24.65% [308350/1251000] [246.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002577] [CE 5.105 (4.799)] [KD 6.513 (6.222)] +2024-10-12 11:15:13,479 - Train: 24.65% [308400/1251000] [246.5/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.002576] [CE 4.643 (4.850)] [KD 6.133 (6.239)] +2024-10-12 11:15:21,205 - Train: 24.66% [308450/1251000] [246.6/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.002576] [CE 4.332 (4.730)] [KD 6.325 (6.231)] +2024-10-12 11:15:28,811 - Train: 24.66% [308500/1251000] [246.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002576] [CE 4.844 (4.881)] [KD 5.991 (6.225)] +2024-10-12 11:15:36,287 - Train: 24.66% [308550/1251000] [246.6/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.002576] [CE 4.673 (4.856)] [KD 6.235 (6.198)] +2024-10-12 11:15:43,779 - Train: 24.67% [308600/1251000] [246.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002576] [CE 5.236 (4.810)] [KD 6.520 (6.147)] +2024-10-12 11:15:51,325 - Train: 24.67% [308650/1251000] [246.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002576] [CE 5.130 (4.859)] [KD 6.294 (6.187)] +2024-10-12 11:15:59,118 - Train: 24.68% [308700/1251000] [246.8/1000.0] [batch_t 0.144 (0.156)] [data_t 0.003] [optim_t 0.141] [lr 0.002576] [CE 4.988 (4.759)] [KD 6.412 (6.147)] +2024-10-12 11:16:06,581 - Train: 24.68% [308750/1251000] [246.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002576] [CE 5.032 (4.780)] [KD 6.314 (6.111)] +2024-10-12 11:16:14,176 - Train: 24.68% [308800/1251000] [246.8/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.002575] [CE 5.167 (4.891)] [KD 6.338 (6.276)] +2024-10-12 11:16:21,778 - Train: 24.69% [308850/1251000] [246.9/1000.0] [batch_t 0.158 (0.152)] [data_t 0.005] [optim_t 0.153] [lr 0.002575] [CE 4.671 (4.811)] [KD 6.215 (6.246)] +2024-10-12 11:16:29,523 - Train: 24.69% [308900/1251000] [246.9/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.002575] [CE 5.097 (4.797)] [KD 5.949 (6.175)] +2024-10-12 11:16:37,024 - Train: 24.70% [308950/1251000] [247.0/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.002575] [CE 4.707 (4.816)] [KD 6.113 (6.190)] +2024-10-12 11:16:49,584 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 30364] [top5_cnt 41710] [top_all 50000] +2024-10-12 11:16:49,585 - net: 60.728 (83.420) +2024-10-12 11:16:55,403 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 34408] [top5_cnt 44381] [top_all 50000] +2024-10-12 11:16:55,403 - net_E: 68.816 (88.762) +2024-10-12 11:16:55,596 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.870 (epoch: 236)] +2024-10-12 11:16:55,596 - ==> Total time: 13:29:46 Eta: 1 day, 17:08:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 11:16:58,515 - Train: 24.70% [309000/1251000] [247.0/1000.0] [batch_t 0.145 (0.309)] [data_t 0.003] [optim_t 0.142] [lr 0.002575] [CE 4.694 (4.627)] [KD 6.009 (6.015)] +2024-10-12 11:17:06,101 - Train: 24.70% [309050/1251000] [247.0/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002575] [CE 4.920 (4.837)] [KD 6.015 (6.123)] +2024-10-12 11:17:13,979 - Train: 24.71% [309100/1251000] [247.1/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.002575] [CE 5.389 (4.766)] [KD 6.604 (6.107)] +2024-10-12 11:17:21,560 - Train: 24.71% [309150/1251000] [247.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002575] [CE 4.957 (4.746)] [KD 6.298 (6.120)] +2024-10-12 11:17:29,434 - Train: 24.72% [309200/1251000] [247.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.002574] [CE 4.756 (4.832)] [KD 5.979 (6.259)] +2024-10-12 11:17:36,884 - Train: 24.72% [309250/1251000] [247.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002574] [CE 5.008 (4.794)] [KD 6.086 (6.101)] +2024-10-12 11:17:44,331 - Train: 24.72% [309300/1251000] [247.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.002574] [CE 4.798 (4.854)] [KD 6.057 (6.142)] +2024-10-12 11:17:52,011 - Train: 24.73% [309350/1251000] [247.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.002574] [CE 4.910 (4.875)] [KD 5.918 (6.170)] +2024-10-12 11:17:59,653 - Train: 24.73% [309400/1251000] [247.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002574] [CE 4.865 (4.772)] [KD 5.899 (6.117)] +2024-10-12 11:18:07,246 - Train: 24.74% [309450/1251000] [247.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002574] [CE 4.771 (4.767)] [KD 5.869 (6.093)] +2024-10-12 11:18:14,802 - Train: 24.74% [309500/1251000] [247.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002574] [CE 4.696 (4.854)] [KD 6.066 (6.111)] +2024-10-12 11:18:22,342 - Train: 24.74% [309550/1251000] [247.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002573] [CE 5.058 (4.790)] [KD 6.077 (6.100)] +2024-10-12 11:18:30,040 - Train: 24.75% [309600/1251000] [247.5/1000.0] [batch_t 0.167 (0.154)] [data_t 0.004] [optim_t 0.164] [lr 0.002573] [CE 4.351 (4.819)] [KD 6.276 (6.172)] +2024-10-12 11:18:38,041 - Train: 24.75% [309650/1251000] [247.5/1000.0] [batch_t 0.150 (0.160)] [data_t 0.005] [optim_t 0.145] [lr 0.002573] [CE 4.469 (4.815)] [KD 6.001 (6.094)] +2024-10-12 11:18:45,719 - Train: 24.76% [309700/1251000] [247.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.002573] [CE 4.899 (4.763)] [KD 6.361 (6.148)] +2024-10-12 11:18:53,326 - Train: 24.76% [309750/1251000] [247.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.002573] [CE 4.507 (4.806)] [KD 6.258 (6.157)] +2024-10-12 11:19:00,790 - Train: 24.76% [309800/1251000] [247.6/1000.0] [batch_t 0.155 (0.149)] [data_t 0.007] [optim_t 0.149] [lr 0.002573] [CE 4.369 (4.745)] [KD 5.811 (6.205)] +2024-10-12 11:19:08,302 - Train: 24.77% [309850/1251000] [247.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002573] [CE 4.720 (4.791)] [KD 5.789 (6.117)] +2024-10-12 11:19:15,910 - Train: 24.77% [309900/1251000] [247.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.002573] [CE 5.046 (4.812)] [KD 6.211 (6.167)] +2024-10-12 11:19:23,642 - Train: 24.78% [309950/1251000] [247.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.002572] [CE 4.541 (4.778)] [KD 6.227 (6.125)] +2024-10-12 11:19:31,405 - Train: 24.78% [310000/1251000] [247.8/1000.0] [batch_t 0.143 (0.155)] [data_t 0.003] [optim_t 0.140] [lr 0.002572] [CE 4.412 (4.773)] [KD 5.957 (6.158)] +2024-10-12 11:19:39,252 - Train: 24.78% [310050/1251000] [247.8/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.002572] [CE 4.987 (4.739)] [KD 6.136 (6.172)] +2024-10-12 11:19:46,744 - Train: 24.79% [310100/1251000] [247.9/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.151] [lr 0.002572] [CE 4.901 (4.888)] [KD 6.019 (6.209)] +2024-10-12 11:19:54,212 - Train: 24.79% [310150/1251000] [247.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002572] [CE 4.951 (4.789)] [KD 6.456 (6.169)] +2024-10-12 11:20:01,751 - Train: 24.80% [310200/1251000] [248.0/1000.0] [batch_t 0.154 (0.151)] [data_t 0.007] [optim_t 0.147] [lr 0.002572] [CE 4.652 (4.807)] [KD 6.162 (6.144)] +2024-10-12 11:20:14,654 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 29871] [top5_cnt 41531] [top_all 50000] +2024-10-12 11:20:14,654 - net: 59.742 (83.062) +2024-10-12 11:20:20,497 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.105)] [top1_cnt 34444] [top5_cnt 44397] [top_all 50000] +2024-10-12 11:20:20,498 - net_E: 68.888 (88.794) +2024-10-12 11:20:20,625 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.888 (epoch: 248)] +2024-10-12 11:20:20,626 - ==> Total time: 13:33:11 Eta: 1 day, 17:05:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 11:20:23,836 - Train: 24.80% [310250/1251000] [248.0/1000.0] [batch_t 0.146 (0.344)] [data_t 0.005] [optim_t 0.141] [lr 0.002572] [CE 4.466 (4.686)] [KD 5.623 (5.849)] +2024-10-12 11:20:31,297 - Train: 24.80% [310300/1251000] [248.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002571] [CE 5.355 (4.808)] [KD 6.145 (6.100)] +2024-10-12 11:20:38,917 - Train: 24.81% [310350/1251000] [248.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002571] [CE 4.973 (4.838)] [KD 6.396 (6.129)] +2024-10-12 11:20:46,555 - Train: 24.81% [310400/1251000] [248.1/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.002571] [CE 5.135 (4.769)] [KD 6.426 (6.167)] +2024-10-12 11:20:54,353 - Train: 24.82% [310450/1251000] [248.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002571] [CE 4.549 (4.719)] [KD 5.771 (6.133)] +2024-10-12 11:21:02,121 - Train: 24.82% [310500/1251000] [248.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.002571] [CE 5.071 (4.768)] [KD 6.057 (6.080)] +2024-10-12 11:21:09,647 - Train: 24.82% [310550/1251000] [248.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002571] [CE 4.254 (4.837)] [KD 5.881 (6.168)] +2024-10-12 11:21:17,311 - Train: 24.83% [310600/1251000] [248.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.002571] [CE 4.637 (4.799)] [KD 6.033 (6.120)] +2024-10-12 11:21:24,773 - Train: 24.83% [310650/1251000] [248.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.002571] [CE 4.483 (4.818)] [KD 5.909 (6.150)] +2024-10-12 11:21:32,377 - Train: 24.84% [310700/1251000] [248.4/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.002570] [CE 4.632 (4.771)] [KD 5.815 (6.130)] +2024-10-12 11:21:39,878 - Train: 24.84% [310750/1251000] [248.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002570] [CE 4.902 (4.815)] [KD 6.313 (6.148)] +2024-10-12 11:21:47,674 - Train: 24.84% [310800/1251000] [248.4/1000.0] [batch_t 0.156 (0.156)] [data_t 0.003] [optim_t 0.153] [lr 0.002570] [CE 4.800 (4.747)] [KD 5.921 (6.215)] +2024-10-12 11:21:55,305 - Train: 24.85% [310850/1251000] [248.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002570] [CE 4.600 (4.815)] [KD 5.889 (6.134)] +2024-10-12 11:22:03,035 - Train: 24.85% [310900/1251000] [248.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.002570] [CE 4.320 (4.718)] [KD 5.654 (6.049)] +2024-10-12 11:22:10,676 - Train: 24.86% [310950/1251000] [248.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.002570] [CE 5.227 (4.809)] [KD 6.071 (6.104)] +2024-10-12 11:22:18,297 - Train: 24.86% [311000/1251000] [248.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002570] [CE 4.815 (4.827)] [KD 6.046 (6.109)] +2024-10-12 11:22:25,795 - Train: 24.86% [311050/1251000] [248.6/1000.0] [batch_t 0.157 (0.150)] [data_t 0.005] [optim_t 0.151] [lr 0.002570] [CE 4.737 (4.799)] [KD 5.814 (6.173)] +2024-10-12 11:22:33,669 - Train: 24.87% [311100/1251000] [248.7/1000.0] [batch_t 0.290 (0.157)] [data_t 0.003] [optim_t 0.287] [lr 0.002569] [CE 5.067 (4.815)] [KD 6.258 (6.129)] +2024-10-12 11:22:41,095 - Train: 24.87% [311150/1251000] [248.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.002569] [CE 5.162 (4.849)] [KD 5.789 (6.158)] +2024-10-12 11:22:48,660 - Train: 24.88% [311200/1251000] [248.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002569] [CE 4.321 (4.781)] [KD 6.490 (6.195)] +2024-10-12 11:22:56,215 - Train: 24.88% [311250/1251000] [248.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002569] [CE 4.638 (4.822)] [KD 6.115 (6.246)] +2024-10-12 11:23:03,809 - Train: 24.88% [311300/1251000] [248.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002569] [CE 4.434 (4.853)] [KD 6.013 (6.240)] +2024-10-12 11:23:11,483 - Train: 24.89% [311350/1251000] [248.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.002569] [CE 4.969 (4.769)] [KD 6.090 (6.165)] +2024-10-12 11:23:19,076 - Train: 24.89% [311400/1251000] [248.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.002569] [CE 4.994 (4.846)] [KD 6.198 (6.208)] +2024-10-12 11:23:26,663 - Train: 24.90% [311450/1251000] [249.0/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.002568] [CE 4.891 (4.798)] [KD 6.342 (6.185)] +2024-10-12 11:23:39,944 - Test (net): 100.00% [50/50] [batch_t 0.045 (0.107)] [top1_cnt 28796] [top5_cnt 40434] [top_all 50000] +2024-10-12 11:23:39,944 - net: 57.592 (80.868) +2024-10-12 11:23:45,725 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34417] [top5_cnt 44426] [top_all 50000] +2024-10-12 11:23:45,726 - net_E: 68.834 (88.852) +2024-10-12 11:23:45,864 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.888 (epoch: 248)] +2024-10-12 11:23:45,865 - ==> Total time: 13:36:36 Eta: 1 day, 17:02:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 11:23:48,203 - Train: 24.90% [311500/1251000] [249.0/1000.0] [batch_t 0.533 (0.533)] [data_t 0.372] [optim_t 0.161] [lr 0.002568] [CE 5.127 (5.127)] [KD 5.990 (5.990)] +2024-10-12 11:23:55,858 - Train: 24.90% [311550/1251000] [249.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002568] [CE 4.367 (4.802)] [KD 5.865 (6.064)] +2024-10-12 11:24:03,313 - Train: 24.91% [311600/1251000] [249.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002568] [CE 5.051 (4.862)] [KD 6.300 (6.148)] +2024-10-12 11:24:11,025 - Train: 24.91% [311650/1251000] [249.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.002568] [CE 4.563 (4.771)] [KD 6.041 (6.124)] +2024-10-12 11:24:18,573 - Train: 24.92% [311700/1251000] [249.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.002568] [CE 4.310 (4.777)] [KD 5.864 (6.064)] +2024-10-12 11:24:26,145 - Train: 24.92% [311750/1251000] [249.2/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.002568] [CE 4.995 (4.788)] [KD 6.116 (6.191)] +2024-10-12 11:24:33,703 - Train: 24.92% [311800/1251000] [249.2/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.002568] [CE 4.920 (4.789)] [KD 5.828 (6.103)] +2024-10-12 11:24:41,384 - Train: 24.93% [311850/1251000] [249.3/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.002567] [CE 4.781 (4.840)] [KD 5.979 (6.119)] +2024-10-12 11:24:48,766 - Train: 24.93% [311900/1251000] [249.3/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.139] [lr 0.002567] [CE 4.743 (4.765)] [KD 6.161 (6.253)] +2024-10-12 11:24:56,394 - Train: 24.94% [311950/1251000] [249.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.002567] [CE 5.011 (4.756)] [KD 6.429 (6.224)] +2024-10-12 11:25:03,808 - Train: 24.94% [312000/1251000] [249.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002567] [CE 5.115 (4.825)] [KD 6.401 (6.164)] +2024-10-12 11:25:11,495 - Train: 24.94% [312050/1251000] [249.4/1000.0] [batch_t 0.144 (0.154)] [data_t 0.005] [optim_t 0.139] [lr 0.002567] [CE 5.308 (4.787)] [KD 6.595 (6.225)] +2024-10-12 11:25:18,903 - Train: 24.95% [312100/1251000] [249.5/1000.0] [batch_t 0.160 (0.148)] [data_t 0.006] [optim_t 0.154] [lr 0.002567] [CE 4.700 (4.799)] [KD 6.035 (6.224)] +2024-10-12 11:25:26,549 - Train: 24.95% [312150/1251000] [249.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002567] [CE 5.287 (4.733)] [KD 6.310 (6.185)] +2024-10-12 11:25:34,074 - Train: 24.96% [312200/1251000] [249.6/1000.0] [batch_t 0.143 (0.150)] [data_t 0.005] [optim_t 0.137] [lr 0.002567] [CE 4.731 (4.803)] [KD 5.920 (6.179)] +2024-10-12 11:25:41,553 - Train: 24.96% [312250/1251000] [249.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002566] [CE 4.994 (4.837)] [KD 6.654 (6.247)] +2024-10-12 11:25:48,942 - Train: 24.96% [312300/1251000] [249.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002566] [CE 5.043 (4.792)] [KD 6.371 (6.176)] +2024-10-12 11:25:56,423 - Train: 24.97% [312350/1251000] [249.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002566] [CE 4.794 (4.742)] [KD 6.568 (6.065)] +2024-10-12 11:26:04,111 - Train: 24.97% [312400/1251000] [249.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002566] [CE 5.202 (4.772)] [KD 6.474 (6.136)] +2024-10-12 11:26:11,729 - Train: 24.98% [312450/1251000] [249.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002566] [CE 4.920 (4.754)] [KD 6.206 (6.160)] +2024-10-12 11:26:19,314 - Train: 24.98% [312500/1251000] [249.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002566] [CE 4.891 (4.824)] [KD 5.803 (6.122)] +2024-10-12 11:26:26,872 - Train: 24.98% [312550/1251000] [249.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.002566] [CE 4.946 (4.798)] [KD 6.368 (6.195)] +2024-10-12 11:26:34,444 - Train: 24.99% [312600/1251000] [249.9/1000.0] [batch_t 0.153 (0.151)] [data_t 0.006] [optim_t 0.147] [lr 0.002565] [CE 4.729 (4.806)] [KD 6.119 (6.129)] +2024-10-12 11:26:41,895 - Train: 24.99% [312650/1251000] [249.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.002565] [CE 4.901 (4.815)] [KD 5.976 (6.198)] +2024-10-12 11:26:49,614 - Train: 25.00% [312700/1251000] [250.0/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002565] [CE 4.482 (4.831)] [KD 5.961 (6.228)] +2024-10-12 11:26:56,922 - Train: 25.00% [312750/1251000] [250.0/1000.0] [batch_t 0.140 (0.146)] [data_t 0.005] [optim_t 0.135] [lr 0.002565] [CE 4.511 (4.756)] [KD 6.087 (6.089)] +2024-10-12 11:27:02,509 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 29795] [top5_cnt 41362] [top_all 50000] +2024-10-12 11:27:02,509 - net: 59.590 (82.724) +2024-10-12 11:27:08,400 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34395] [top5_cnt 44428] [top_all 50000] +2024-10-12 11:27:08,401 - net_E: 68.790 (88.856) +2024-10-12 11:27:08,514 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.888 (epoch: 248)] +2024-10-12 11:27:08,515 - ==> Total time: 13:39:59 Eta: 1 day, 16:59:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 11:27:18,018 - Train: 25.00% [312800/1251000] [250.0/1000.0] [batch_t 0.146 (0.161)] [data_t 0.005] [optim_t 0.141] [lr 0.002565] [CE 4.801 (4.728)] [KD 6.264 (6.057)] +2024-10-12 11:27:25,711 - Train: 25.01% [312850/1251000] [250.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.002565] [CE 4.552 (4.727)] [KD 5.870 (6.152)] +2024-10-12 11:27:33,074 - Train: 25.01% [312900/1251000] [250.1/1000.0] [batch_t 0.156 (0.147)] [data_t 0.003] [optim_t 0.153] [lr 0.002565] [CE 4.737 (4.808)] [KD 6.366 (6.158)] +2024-10-12 11:27:40,624 - Train: 25.02% [312950/1251000] [250.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002565] [CE 4.896 (4.791)] [KD 6.034 (6.059)] +2024-10-12 11:27:48,312 - Train: 25.02% [313000/1251000] [250.2/1000.0] [batch_t 0.145 (0.154)] [data_t 0.006] [optim_t 0.139] [lr 0.002564] [CE 4.983 (4.886)] [KD 6.163 (6.171)] +2024-10-12 11:27:55,856 - Train: 25.02% [313050/1251000] [250.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002564] [CE 4.115 (4.734)] [KD 5.785 (6.177)] +2024-10-12 11:28:03,381 - Train: 25.03% [313100/1251000] [250.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.002564] [CE 4.487 (4.767)] [KD 5.974 (6.048)] +2024-10-12 11:28:10,814 - Train: 25.03% [313150/1251000] [250.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002564] [CE 4.691 (4.772)] [KD 6.166 (6.091)] +2024-10-12 11:28:18,249 - Train: 25.04% [313200/1251000] [250.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002564] [CE 5.219 (4.761)] [KD 5.889 (6.135)] +2024-10-12 11:28:25,897 - Train: 25.04% [313250/1251000] [250.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002564] [CE 5.117 (4.819)] [KD 6.223 (6.139)] +2024-10-12 11:28:33,490 - Train: 25.04% [313300/1251000] [250.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002564] [CE 4.985 (4.791)] [KD 6.048 (6.171)] +2024-10-12 11:28:41,018 - Train: 25.05% [313350/1251000] [250.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.002563] [CE 5.065 (4.797)] [KD 6.586 (6.225)] +2024-10-12 11:28:48,640 - Train: 25.05% [313400/1251000] [250.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002563] [CE 4.912 (4.818)] [KD 6.185 (6.188)] +2024-10-12 11:28:56,008 - Train: 25.06% [313450/1251000] [250.6/1000.0] [batch_t 0.149 (0.147)] [data_t 0.004] [optim_t 0.145] [lr 0.002563] [CE 5.105 (4.804)] [KD 6.647 (6.216)] +2024-10-12 11:29:03,518 - Train: 25.06% [313500/1251000] [250.6/1000.0] [batch_t 0.143 (0.150)] [data_t 0.003] [optim_t 0.140] [lr 0.002563] [CE 4.552 (4.817)] [KD 5.954 (6.303)] +2024-10-12 11:29:11,150 - Train: 25.06% [313550/1251000] [250.6/1000.0] [batch_t 0.275 (0.153)] [data_t 0.003] [optim_t 0.271] [lr 0.002563] [CE 4.736 (4.811)] [KD 6.080 (6.139)] +2024-10-12 11:29:18,567 - Train: 25.07% [313600/1251000] [250.7/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.002563] [CE 4.397 (4.808)] [KD 5.939 (6.177)] +2024-10-12 11:29:26,254 - Train: 25.07% [313650/1251000] [250.7/1000.0] [batch_t 0.144 (0.154)] [data_t 0.006] [optim_t 0.138] [lr 0.002563] [CE 4.114 (4.700)] [KD 6.035 (6.070)] +2024-10-12 11:29:33,579 - Train: 25.08% [313700/1251000] [250.8/1000.0] [batch_t 0.149 (0.146)] [data_t 0.006] [optim_t 0.143] [lr 0.002563] [CE 4.862 (4.809)] [KD 6.280 (6.246)] +2024-10-12 11:29:40,909 - Train: 25.08% [313750/1251000] [250.8/1000.0] [batch_t 0.145 (0.146)] [data_t 0.006] [optim_t 0.139] [lr 0.002562] [CE 4.981 (4.847)] [KD 6.148 (6.226)] +2024-10-12 11:29:48,383 - Train: 25.08% [313800/1251000] [250.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002562] [CE 4.657 (4.834)] [KD 6.418 (6.190)] +2024-10-12 11:29:55,986 - Train: 25.09% [313850/1251000] [250.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002562] [CE 5.018 (4.775)] [KD 6.407 (6.186)] +2024-10-12 11:30:03,534 - Train: 25.09% [313900/1251000] [250.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002562] [CE 5.343 (4.812)] [KD 6.493 (6.315)] +2024-10-12 11:30:11,045 - Train: 25.10% [313950/1251000] [251.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002562] [CE 5.396 (4.740)] [KD 6.459 (6.144)] +2024-10-12 11:30:18,587 - Train: 25.10% [314000/1251000] [251.0/1000.0] [batch_t 0.139 (0.151)] [data_t 0.005] [optim_t 0.134] [lr 0.002562] [CE 4.714 (4.853)] [KD 6.362 (6.231)] +2024-10-12 11:30:24,439 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 30301] [top5_cnt 41726] [top_all 50000] +2024-10-12 11:30:24,440 - net: 60.602 (83.452) +2024-10-12 11:30:30,197 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34420] [top5_cnt 44428] [top_all 50000] +2024-10-12 11:30:30,197 - net_E: 68.840 (88.856) +2024-10-12 11:30:30,328 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.888 (epoch: 248)] +2024-10-12 11:30:30,329 - ==> Total time: 13:43:21 Eta: 1 day, 16:56:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 11:30:39,578 - Train: 25.10% [314050/1251000] [251.0/1000.0] [batch_t 0.143 (0.162)] [data_t 0.004] [optim_t 0.139] [lr 0.002562] [CE 4.831 (4.808)] [KD 6.371 (6.084)] +2024-10-12 11:30:47,184 - Train: 25.11% [314100/1251000] [251.1/1000.0] [batch_t 0.142 (0.152)] [data_t 0.003] [optim_t 0.139] [lr 0.002561] [CE 4.684 (4.765)] [KD 6.084 (6.147)] +2024-10-12 11:30:54,724 - Train: 25.11% [314150/1251000] [251.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002561] [CE 4.616 (4.840)] [KD 5.952 (6.154)] +2024-10-12 11:31:02,326 - Train: 25.12% [314200/1251000] [251.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002561] [CE 4.990 (4.808)] [KD 6.088 (6.197)] +2024-10-12 11:31:09,864 - Train: 25.12% [314250/1251000] [251.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002561] [CE 5.070 (4.828)] [KD 6.263 (6.150)] +2024-10-12 11:31:17,292 - Train: 25.12% [314300/1251000] [251.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002561] [CE 4.564 (4.788)] [KD 6.307 (6.165)] +2024-10-12 11:31:24,913 - Train: 25.13% [314350/1251000] [251.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.007] [optim_t 0.142] [lr 0.002561] [CE 4.827 (4.808)] [KD 6.057 (6.188)] +2024-10-12 11:31:32,441 - Train: 25.13% [314400/1251000] [251.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002561] [CE 4.889 (4.825)] [KD 6.102 (6.154)] +2024-10-12 11:31:40,184 - Train: 25.14% [314450/1251000] [251.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.002561] [CE 4.648 (4.800)] [KD 5.881 (6.140)] +2024-10-12 11:31:47,588 - Train: 25.14% [314500/1251000] [251.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002560] [CE 4.265 (4.802)] [KD 5.794 (6.132)] +2024-10-12 11:31:55,218 - Train: 25.14% [314550/1251000] [251.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002560] [CE 3.978 (4.741)] [KD 6.116 (6.149)] +2024-10-12 11:32:02,732 - Train: 25.15% [314600/1251000] [251.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002560] [CE 4.477 (4.850)] [KD 5.627 (6.186)] +2024-10-12 11:32:10,120 - Train: 25.15% [314650/1251000] [251.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002560] [CE 4.633 (4.763)] [KD 6.158 (6.058)] +2024-10-12 11:32:17,521 - Train: 25.16% [314700/1251000] [251.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002560] [CE 4.610 (4.805)] [KD 5.865 (6.154)] +2024-10-12 11:32:25,155 - Train: 25.16% [314750/1251000] [251.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.002560] [CE 4.904 (4.825)] [KD 6.218 (6.129)] +2024-10-12 11:32:32,542 - Train: 25.16% [314800/1251000] [251.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002560] [CE 5.027 (4.802)] [KD 6.374 (6.154)] +2024-10-12 11:32:40,299 - Train: 25.17% [314850/1251000] [251.7/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.152] [lr 0.002560] [CE 4.998 (4.795)] [KD 6.232 (6.110)] +2024-10-12 11:32:47,769 - Train: 25.17% [314900/1251000] [251.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002559] [CE 4.687 (4.837)] [KD 6.513 (6.337)] +2024-10-12 11:32:55,311 - Train: 25.18% [314950/1251000] [251.8/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.002559] [CE 5.148 (4.838)] [KD 5.973 (6.289)] +2024-10-12 11:33:03,007 - Train: 25.18% [315000/1251000] [251.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002559] [CE 4.982 (4.751)] [KD 6.128 (6.158)] +2024-10-12 11:33:10,456 - Train: 25.18% [315050/1251000] [251.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002559] [CE 4.895 (4.784)] [KD 6.326 (6.140)] +2024-10-12 11:33:17,847 - Train: 25.19% [315100/1251000] [251.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002559] [CE 5.351 (4.840)] [KD 6.351 (6.239)] +2024-10-12 11:33:25,361 - Train: 25.19% [315150/1251000] [251.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.002] [optim_t 0.145] [lr 0.002559] [CE 4.507 (4.815)] [KD 5.956 (6.109)] +2024-10-12 11:33:32,909 - Train: 25.20% [315200/1251000] [252.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002559] [CE 4.308 (4.750)] [KD 6.362 (6.157)] +2024-10-12 11:33:40,335 - Train: 25.20% [315250/1251000] [252.0/1000.0] [batch_t 0.139 (0.148)] [data_t 0.002] [optim_t 0.137] [lr 0.002558] [CE 4.979 (4.795)] [KD 6.255 (6.088)] +2024-10-12 11:33:46,304 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 30068] [top5_cnt 41620] [top_all 50000] +2024-10-12 11:33:46,304 - net: 60.136 (83.240) +2024-10-12 11:33:52,154 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.106)] [top1_cnt 34422] [top5_cnt 44432] [top_all 50000] +2024-10-12 11:33:52,154 - net_E: 68.844 (88.864) +2024-10-12 11:33:52,296 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.888 (epoch: 248)] +2024-10-12 11:33:52,297 - ==> Total time: 13:46:43 Eta: 1 day, 16:53:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 11:34:01,695 - Train: 25.20% [315300/1251000] [252.0/1000.0] [batch_t 0.147 (0.167)] [data_t 0.007] [optim_t 0.141] [lr 0.002558] [CE 5.046 (4.834)] [KD 6.143 (6.204)] +2024-10-12 11:34:09,240 - Train: 25.21% [315350/1251000] [252.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002558] [CE 4.646 (4.733)] [KD 5.750 (6.078)] +2024-10-12 11:34:16,784 - Train: 25.21% [315400/1251000] [252.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002558] [CE 5.074 (4.828)] [KD 6.238 (6.166)] +2024-10-12 11:34:24,319 - Train: 25.22% [315450/1251000] [252.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002558] [CE 4.082 (4.804)] [KD 5.891 (6.156)] +2024-10-12 11:34:31,677 - Train: 25.22% [315500/1251000] [252.2/1000.0] [batch_t 0.144 (0.147)] [data_t 0.005] [optim_t 0.139] [lr 0.002558] [CE 4.746 (4.812)] [KD 5.801 (6.125)] +2024-10-12 11:34:39,055 - Train: 25.22% [315550/1251000] [252.2/1000.0] [batch_t 0.160 (0.147)] [data_t 0.004] [optim_t 0.156] [lr 0.002558] [CE 4.814 (4.867)] [KD 6.323 (6.171)] +2024-10-12 11:34:46,798 - Train: 25.23% [315600/1251000] [252.3/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002558] [CE 4.871 (4.750)] [KD 6.072 (6.083)] +2024-10-12 11:34:54,441 - Train: 25.23% [315650/1251000] [252.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002557] [CE 4.510 (4.749)] [KD 6.022 (6.062)] +2024-10-12 11:35:02,007 - Train: 25.24% [315700/1251000] [252.4/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.002557] [CE 4.412 (4.813)] [KD 6.445 (6.123)] +2024-10-12 11:35:09,576 - Train: 25.24% [315750/1251000] [252.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002557] [CE 4.830 (4.852)] [KD 6.381 (6.151)] +2024-10-12 11:35:17,146 - Train: 25.24% [315800/1251000] [252.4/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002557] [CE 4.568 (4.800)] [KD 6.233 (6.155)] +2024-10-12 11:35:24,699 - Train: 25.25% [315850/1251000] [252.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.002557] [CE 4.853 (4.840)] [KD 6.148 (6.192)] +2024-10-12 11:35:32,265 - Train: 25.25% [315900/1251000] [252.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002557] [CE 5.125 (4.830)] [KD 6.188 (6.107)] +2024-10-12 11:35:39,814 - Train: 25.26% [315950/1251000] [252.6/1000.0] [batch_t 0.157 (0.151)] [data_t 0.006] [optim_t 0.151] [lr 0.002557] [CE 5.025 (4.760)] [KD 6.593 (6.106)] +2024-10-12 11:35:47,370 - Train: 25.26% [316000/1251000] [252.6/1000.0] [batch_t 0.159 (0.151)] [data_t 0.004] [optim_t 0.154] [lr 0.002556] [CE 4.705 (4.772)] [KD 5.678 (6.138)] +2024-10-12 11:35:54,990 - Train: 25.26% [316050/1251000] [252.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002556] [CE 4.228 (4.864)] [KD 5.973 (6.239)] +2024-10-12 11:36:02,576 - Train: 25.27% [316100/1251000] [252.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002556] [CE 4.444 (4.817)] [KD 6.074 (6.255)] +2024-10-12 11:36:10,397 - Train: 25.27% [316150/1251000] [252.7/1000.0] [batch_t 0.272 (0.156)] [data_t 0.004] [optim_t 0.268] [lr 0.002556] [CE 5.169 (4.813)] [KD 6.213 (6.121)] +2024-10-12 11:36:18,121 - Train: 25.28% [316200/1251000] [252.8/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002556] [CE 4.868 (4.826)] [KD 5.974 (6.202)] +2024-10-12 11:36:25,651 - Train: 25.28% [316250/1251000] [252.8/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002556] [CE 4.862 (4.765)] [KD 5.977 (6.144)] +2024-10-12 11:36:33,158 - Train: 25.28% [316300/1251000] [252.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002556] [CE 5.205 (4.842)] [KD 6.477 (6.114)] +2024-10-12 11:36:40,595 - Train: 25.29% [316350/1251000] [252.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002556] [CE 4.883 (4.825)] [KD 6.255 (6.132)] +2024-10-12 11:36:48,049 - Train: 25.29% [316400/1251000] [252.9/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.002555] [CE 5.109 (4.786)] [KD 6.193 (6.121)] +2024-10-12 11:36:55,923 - Train: 25.30% [316450/1251000] [253.0/1000.0] [batch_t 0.160 (0.157)] [data_t 0.004] [optim_t 0.156] [lr 0.002555] [CE 4.788 (4.729)] [KD 6.439 (6.066)] +2024-10-12 11:37:03,386 - Train: 25.30% [316500/1251000] [253.0/1000.0] [batch_t 0.141 (0.149)] [data_t 0.004] [optim_t 0.137] [lr 0.002555] [CE 4.399 (4.793)] [KD 6.080 (6.133)] +2024-10-12 11:37:09,466 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.106)] [top1_cnt 28485] [top5_cnt 40189] [top_all 50000] +2024-10-12 11:37:09,467 - net: 56.970 (80.378) +2024-10-12 11:37:15,226 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34438] [top5_cnt 44418] [top_all 50000] +2024-10-12 11:37:15,227 - net_E: 68.876 (88.836) +2024-10-12 11:37:15,356 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.888 (epoch: 248)] +2024-10-12 11:37:15,357 - ==> Total time: 13:50:06 Eta: 1 day, 16:50:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 11:37:24,428 - Train: 25.30% [316550/1251000] [253.0/1000.0] [batch_t 0.145 (0.160)] [data_t 0.006] [optim_t 0.140] [lr 0.002555] [CE 4.564 (4.823)] [KD 6.050 (6.197)] +2024-10-12 11:37:31,786 - Train: 25.31% [316600/1251000] [253.1/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.002555] [CE 4.521 (4.780)] [KD 5.596 (6.126)] +2024-10-12 11:37:39,345 - Train: 25.31% [316650/1251000] [253.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002555] [CE 4.703 (4.730)] [KD 6.312 (6.068)] +2024-10-12 11:37:46,884 - Train: 25.32% [316700/1251000] [253.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002555] [CE 4.824 (4.709)] [KD 6.078 (6.114)] +2024-10-12 11:37:54,617 - Train: 25.32% [316750/1251000] [253.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.002554] [CE 5.051 (4.818)] [KD 6.502 (6.139)] +2024-10-12 11:38:02,242 - Train: 25.32% [316800/1251000] [253.2/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.002554] [CE 4.806 (4.811)] [KD 6.334 (6.133)] +2024-10-12 11:38:09,875 - Train: 25.33% [316850/1251000] [253.3/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.002554] [CE 4.315 (4.768)] [KD 5.774 (6.112)] +2024-10-12 11:38:17,430 - Train: 25.33% [316900/1251000] [253.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002554] [CE 4.474 (4.804)] [KD 6.048 (6.076)] +2024-10-12 11:38:24,834 - Train: 25.34% [316950/1251000] [253.4/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002554] [CE 5.378 (4.747)] [KD 6.121 (6.096)] +2024-10-12 11:38:32,330 - Train: 25.34% [317000/1251000] [253.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002554] [CE 4.550 (4.729)] [KD 5.925 (6.059)] +2024-10-12 11:38:40,090 - Train: 25.34% [317050/1251000] [253.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.002554] [CE 4.855 (4.784)] [KD 6.251 (6.161)] +2024-10-12 11:38:47,775 - Train: 25.35% [317100/1251000] [253.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.002554] [CE 4.797 (4.846)] [KD 6.313 (6.208)] +2024-10-12 11:38:55,464 - Train: 25.35% [317150/1251000] [253.5/1000.0] [batch_t 0.158 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.002553] [CE 4.769 (4.850)] [KD 6.093 (6.216)] +2024-10-12 11:39:03,191 - Train: 25.36% [317200/1251000] [253.6/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.002553] [CE 4.692 (4.787)] [KD 6.131 (6.170)] +2024-10-12 11:39:10,941 - Train: 25.36% [317250/1251000] [253.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.002553] [CE 5.187 (4.721)] [KD 6.152 (6.041)] +2024-10-12 11:39:18,676 - Train: 25.36% [317300/1251000] [253.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.002553] [CE 5.092 (4.811)] [KD 6.228 (6.254)] +2024-10-12 11:39:26,157 - Train: 25.37% [317350/1251000] [253.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002553] [CE 5.005 (4.773)] [KD 6.313 (6.138)] +2024-10-12 11:39:33,620 - Train: 25.37% [317400/1251000] [253.7/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.002553] [CE 4.649 (4.833)] [KD 6.073 (6.091)] +2024-10-12 11:39:41,219 - Train: 25.38% [317450/1251000] [253.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002553] [CE 5.120 (4.786)] [KD 6.331 (6.063)] +2024-10-12 11:39:48,799 - Train: 25.38% [317500/1251000] [253.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002552] [CE 4.940 (4.759)] [KD 6.470 (6.145)] +2024-10-12 11:39:56,364 - Train: 25.38% [317550/1251000] [253.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002552] [CE 4.496 (4.787)] [KD 6.236 (6.165)] +2024-10-12 11:40:04,217 - Train: 25.39% [317600/1251000] [253.9/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.002552] [CE 4.754 (4.864)] [KD 6.387 (6.239)] +2024-10-12 11:40:11,885 - Train: 25.39% [317650/1251000] [253.9/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.002552] [CE 5.212 (4.811)] [KD 6.107 (6.180)] +2024-10-12 11:40:19,470 - Train: 25.40% [317700/1251000] [254.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002552] [CE 4.686 (4.792)] [KD 6.268 (6.155)] +2024-10-12 11:40:26,837 - Train: 25.40% [317750/1251000] [254.0/1000.0] [batch_t 0.142 (0.147)] [data_t 0.003] [optim_t 0.140] [lr 0.002552] [CE 5.090 (4.783)] [KD 6.373 (6.111)] +2024-10-12 11:40:33,019 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 30821] [top5_cnt 42122] [top_all 50000] +2024-10-12 11:40:33,019 - net: 61.642 (84.244) +2024-10-12 11:40:38,822 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 34439] [top5_cnt 44383] [top_all 50000] +2024-10-12 11:40:38,823 - net_E: 68.878 (88.766) +2024-10-12 11:40:39,021 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.888 (epoch: 248)] +2024-10-12 11:40:39,021 - ==> Total time: 13:53:30 Eta: 1 day, 16:47:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 11:40:47,966 - Train: 25.40% [317800/1251000] [254.0/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.002552] [CE 4.315 (4.681)] [KD 5.837 (5.997)] +2024-10-12 11:40:55,465 - Train: 25.41% [317850/1251000] [254.1/1000.0] [batch_t 0.162 (0.150)] [data_t 0.003] [optim_t 0.160] [lr 0.002552] [CE 4.994 (4.802)] [KD 6.752 (6.148)] +2024-10-12 11:41:03,246 - Train: 25.41% [317900/1251000] [254.1/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.002551] [CE 4.997 (4.866)] [KD 6.264 (6.219)] +2024-10-12 11:41:11,116 - Train: 25.42% [317950/1251000] [254.2/1000.0] [batch_t 0.142 (0.157)] [data_t 0.003] [optim_t 0.139] [lr 0.002551] [CE 4.160 (4.802)] [KD 5.890 (6.118)] +2024-10-12 11:41:18,609 - Train: 25.42% [318000/1251000] [254.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002551] [CE 5.085 (4.851)] [KD 6.407 (6.279)] +2024-10-12 11:41:26,238 - Train: 25.42% [318050/1251000] [254.2/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.002551] [CE 4.934 (4.820)] [KD 6.232 (6.295)] +2024-10-12 11:41:34,034 - Train: 25.43% [318100/1251000] [254.3/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002551] [CE 4.558 (4.792)] [KD 6.231 (6.203)] +2024-10-12 11:41:41,535 - Train: 25.43% [318150/1251000] [254.3/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.002551] [CE 4.955 (4.794)] [KD 6.110 (6.198)] +2024-10-12 11:41:49,127 - Train: 25.44% [318200/1251000] [254.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.002551] [CE 4.755 (4.759)] [KD 6.146 (6.108)] +2024-10-12 11:41:56,622 - Train: 25.44% [318250/1251000] [254.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.002550] [CE 4.773 (4.895)] [KD 6.120 (6.204)] +2024-10-12 11:42:04,113 - Train: 25.44% [318300/1251000] [254.4/1000.0] [batch_t 0.156 (0.150)] [data_t 0.005] [optim_t 0.151] [lr 0.002550] [CE 5.284 (4.851)] [KD 6.655 (6.348)] +2024-10-12 11:42:11,859 - Train: 25.45% [318350/1251000] [254.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.002550] [CE 4.751 (4.846)] [KD 6.001 (6.175)] +2024-10-12 11:42:19,545 - Train: 25.45% [318400/1251000] [254.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002550] [CE 4.779 (4.792)] [KD 6.331 (6.230)] +2024-10-12 11:42:27,109 - Train: 25.46% [318450/1251000] [254.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002550] [CE 4.727 (4.827)] [KD 6.154 (6.167)] +2024-10-12 11:42:34,795 - Train: 25.46% [318500/1251000] [254.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.002550] [CE 5.007 (4.868)] [KD 6.074 (6.131)] +2024-10-12 11:42:42,411 - Train: 25.46% [318550/1251000] [254.6/1000.0] [batch_t 0.157 (0.152)] [data_t 0.005] [optim_t 0.153] [lr 0.002550] [CE 4.634 (4.826)] [KD 6.358 (6.182)] +2024-10-12 11:42:49,962 - Train: 25.47% [318600/1251000] [254.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002550] [CE 4.692 (4.841)] [KD 6.198 (6.188)] +2024-10-12 11:42:57,480 - Train: 25.47% [318650/1251000] [254.7/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.002549] [CE 4.928 (4.868)] [KD 5.803 (6.183)] +2024-10-12 11:43:05,076 - Train: 25.48% [318700/1251000] [254.8/1000.0] [batch_t 0.156 (0.152)] [data_t 0.006] [optim_t 0.150] [lr 0.002549] [CE 4.910 (4.807)] [KD 5.954 (6.227)] +2024-10-12 11:43:12,764 - Train: 25.48% [318750/1251000] [254.8/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.002549] [CE 4.789 (4.843)] [KD 6.094 (6.229)] +2024-10-12 11:43:20,516 - Train: 25.48% [318800/1251000] [254.8/1000.0] [batch_t 0.143 (0.155)] [data_t 0.003] [optim_t 0.141] [lr 0.002549] [CE 4.290 (4.760)] [KD 5.944 (6.198)] +2024-10-12 11:43:27,989 - Train: 25.49% [318850/1251000] [254.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002549] [CE 4.738 (4.796)] [KD 6.010 (6.191)] +2024-10-12 11:43:35,509 - Train: 25.49% [318900/1251000] [254.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002549] [CE 4.861 (4.877)] [KD 6.031 (6.224)] +2024-10-12 11:43:43,258 - Train: 25.50% [318950/1251000] [255.0/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002549] [CE 4.613 (4.804)] [KD 5.943 (6.209)] +2024-10-12 11:43:50,582 - Train: 25.50% [319000/1251000] [255.0/1000.0] [batch_t 0.142 (0.146)] [data_t 0.005] [optim_t 0.137] [lr 0.002548] [CE 5.267 (4.749)] [KD 6.422 (6.189)] +2024-10-12 11:43:57,131 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 28468] [top5_cnt 40396] [top_all 50000] +2024-10-12 11:43:57,132 - net: 56.936 (80.792) +2024-10-12 11:44:02,915 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 34415] [top5_cnt 44378] [top_all 50000] +2024-10-12 11:44:02,915 - net_E: 68.830 (88.756) +2024-10-12 11:44:03,085 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.888 (epoch: 248)] +2024-10-12 11:44:03,085 - ==> Total time: 13:56:54 Eta: 1 day, 16:45:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 11:44:15,661 - Train: 25.50% [319050/1251000] [255.0/1000.0] [batch_t 0.147 (0.164)] [data_t 0.004] [optim_t 0.143] [lr 0.002548] [CE 5.006 (4.824)] [KD 6.250 (6.230)] +2024-10-12 11:44:23,102 - Train: 25.51% [319100/1251000] [255.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002548] [CE 4.924 (4.765)] [KD 6.358 (6.144)] +2024-10-12 11:44:30,799 - Train: 25.51% [319150/1251000] [255.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.002548] [CE 4.691 (4.792)] [KD 5.942 (6.147)] +2024-10-12 11:44:38,242 - Train: 25.52% [319200/1251000] [255.2/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.002548] [CE 5.052 (4.791)] [KD 6.186 (6.222)] +2024-10-12 11:44:45,633 - Train: 25.52% [319250/1251000] [255.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002548] [CE 4.723 (4.810)] [KD 6.159 (6.202)] +2024-10-12 11:44:53,199 - Train: 25.52% [319300/1251000] [255.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002548] [CE 5.159 (4.799)] [KD 6.365 (6.196)] +2024-10-12 11:45:01,050 - Train: 25.53% [319350/1251000] [255.3/1000.0] [batch_t 0.143 (0.157)] [data_t 0.003] [optim_t 0.140] [lr 0.002548] [CE 4.614 (4.805)] [KD 6.106 (6.194)] +2024-10-12 11:45:08,632 - Train: 25.53% [319400/1251000] [255.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002547] [CE 4.677 (4.812)] [KD 5.944 (6.158)] +2024-10-12 11:45:16,419 - Train: 25.54% [319450/1251000] [255.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.002547] [CE 4.809 (4.783)] [KD 5.912 (6.112)] +2024-10-12 11:45:23,906 - Train: 25.54% [319500/1251000] [255.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002547] [CE 4.335 (4.794)] [KD 5.947 (6.168)] +2024-10-12 11:45:31,345 - Train: 25.54% [319550/1251000] [255.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002547] [CE 5.268 (4.864)] [KD 6.262 (6.236)] +2024-10-12 11:45:38,793 - Train: 25.55% [319600/1251000] [255.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.002547] [CE 4.881 (4.750)] [KD 6.395 (6.156)] +2024-10-12 11:45:46,282 - Train: 25.55% [319650/1251000] [255.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002547] [CE 5.100 (4.863)] [KD 6.240 (6.149)] +2024-10-12 11:45:53,910 - Train: 25.56% [319700/1251000] [255.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002547] [CE 4.939 (4.786)] [KD 6.045 (6.059)] +2024-10-12 11:46:01,712 - Train: 25.56% [319750/1251000] [255.6/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.002546] [CE 5.042 (4.836)] [KD 6.125 (6.113)] +2024-10-12 11:46:09,298 - Train: 25.56% [319800/1251000] [255.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002546] [CE 4.673 (4.719)] [KD 6.174 (6.129)] +2024-10-12 11:46:16,727 - Train: 25.57% [319850/1251000] [255.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.002546] [CE 4.073 (4.797)] [KD 6.194 (6.191)] +2024-10-12 11:46:24,396 - Train: 25.57% [319900/1251000] [255.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.002546] [CE 4.347 (4.827)] [KD 5.848 (6.171)] +2024-10-12 11:46:31,815 - Train: 25.58% [319950/1251000] [255.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002546] [CE 5.201 (4.773)] [KD 6.403 (6.184)] +2024-10-12 11:46:39,509 - Train: 25.58% [320000/1251000] [255.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002546] [CE 4.273 (4.816)] [KD 5.989 (6.246)] +2024-10-12 11:46:46,962 - Train: 25.58% [320050/1251000] [255.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002546] [CE 4.948 (4.794)] [KD 6.688 (6.134)] +2024-10-12 11:46:54,522 - Train: 25.59% [320100/1251000] [255.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002545] [CE 4.935 (4.841)] [KD 6.143 (6.204)] +2024-10-12 11:47:01,974 - Train: 25.59% [320150/1251000] [255.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002545] [CE 4.322 (4.769)] [KD 5.812 (6.090)] +2024-10-12 11:47:09,772 - Train: 25.60% [320200/1251000] [256.0/1000.0] [batch_t 0.145 (0.156)] [data_t 0.005] [optim_t 0.140] [lr 0.002545] [CE 5.089 (4.774)] [KD 6.157 (6.193)] +2024-10-12 11:47:17,142 - Train: 25.60% [320250/1251000] [256.0/1000.0] [batch_t 0.140 (0.147)] [data_t 0.004] [optim_t 0.136] [lr 0.002545] [CE 4.710 (4.820)] [KD 6.183 (6.078)] +2024-10-12 11:47:23,574 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 29874] [top5_cnt 41476] [top_all 50000] +2024-10-12 11:47:23,574 - net: 59.748 (82.952) +2024-10-12 11:47:29,349 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 34452] [top5_cnt 44390] [top_all 50000] +2024-10-12 11:47:29,349 - net_E: 68.904 (88.780) +2024-10-12 11:47:29,536 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.904 (epoch: 256)] +2024-10-12 11:47:29,536 - ==> Total time: 14:00:20 Eta: 1 day, 16:42:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 11:47:39,731 - Train: 25.60% [320300/1251000] [256.0/1000.0] [batch_t 0.147 (0.167)] [data_t 0.003] [optim_t 0.144] [lr 0.002545] [CE 4.755 (4.843)] [KD 6.008 (6.202)] +2024-10-12 11:47:47,358 - Train: 25.61% [320350/1251000] [256.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002545] [CE 4.452 (4.797)] [KD 6.470 (6.072)] +2024-10-12 11:47:54,817 - Train: 25.61% [320400/1251000] [256.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.002545] [CE 4.901 (4.764)] [KD 6.073 (6.134)] +2024-10-12 11:48:02,282 - Train: 25.62% [320450/1251000] [256.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002545] [CE 4.948 (4.843)] [KD 6.034 (6.142)] +2024-10-12 11:48:09,797 - Train: 25.62% [320500/1251000] [256.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002544] [CE 4.977 (4.727)] [KD 5.989 (6.099)] +2024-10-12 11:48:17,355 - Train: 25.62% [320550/1251000] [256.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002544] [CE 5.059 (4.807)] [KD 6.555 (6.167)] +2024-10-12 11:48:25,189 - Train: 25.63% [320600/1251000] [256.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.002544] [CE 4.835 (4.823)] [KD 6.347 (6.133)] +2024-10-12 11:48:32,621 - Train: 25.63% [320650/1251000] [256.3/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002544] [CE 4.834 (4.752)] [KD 6.360 (6.125)] +2024-10-12 11:48:40,269 - Train: 25.64% [320700/1251000] [256.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.002544] [CE 4.941 (4.757)] [KD 6.561 (6.124)] +2024-10-12 11:48:47,952 - Train: 25.64% [320750/1251000] [256.4/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.002544] [CE 4.838 (4.894)] [KD 6.533 (6.218)] +2024-10-12 11:48:55,371 - Train: 25.64% [320800/1251000] [256.4/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002544] [CE 4.883 (4.777)] [KD 6.410 (6.133)] +2024-10-12 11:49:03,018 - Train: 25.65% [320850/1251000] [256.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002543] [CE 4.441 (4.794)] [KD 5.976 (6.224)] +2024-10-12 11:49:10,440 - Train: 25.65% [320900/1251000] [256.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002543] [CE 4.656 (4.807)] [KD 5.885 (6.194)] +2024-10-12 11:49:17,857 - Train: 25.66% [320950/1251000] [256.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002543] [CE 5.005 (4.846)] [KD 6.176 (6.191)] +2024-10-12 11:49:25,506 - Train: 25.66% [321000/1251000] [256.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.007] [optim_t 0.142] [lr 0.002543] [CE 5.010 (4.834)] [KD 6.274 (6.162)] +2024-10-12 11:49:33,074 - Train: 25.66% [321050/1251000] [256.6/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.002543] [CE 5.142 (4.806)] [KD 6.568 (6.209)] +2024-10-12 11:49:40,545 - Train: 25.67% [321100/1251000] [256.7/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002543] [CE 4.822 (4.770)] [KD 6.291 (6.137)] +2024-10-12 11:49:48,320 - Train: 25.67% [321150/1251000] [256.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002543] [CE 4.953 (4.805)] [KD 6.199 (6.151)] +2024-10-12 11:49:55,851 - Train: 25.68% [321200/1251000] [256.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002543] [CE 4.382 (4.830)] [KD 6.009 (6.217)] +2024-10-12 11:50:03,283 - Train: 25.68% [321250/1251000] [256.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002542] [CE 5.038 (4.841)] [KD 6.333 (6.219)] +2024-10-12 11:50:10,664 - Train: 25.68% [321300/1251000] [256.8/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.002542] [CE 4.940 (4.743)] [KD 5.925 (6.145)] +2024-10-12 11:50:18,067 - Train: 25.69% [321350/1251000] [256.9/1000.0] [batch_t 0.153 (0.148)] [data_t 0.003] [optim_t 0.149] [lr 0.002542] [CE 4.735 (4.795)] [KD 5.954 (6.115)] +2024-10-12 11:50:25,541 - Train: 25.69% [321400/1251000] [256.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002542] [CE 5.186 (4.805)] [KD 6.750 (6.191)] +2024-10-12 11:50:33,265 - Train: 25.70% [321450/1251000] [257.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002542] [CE 4.543 (4.747)] [KD 6.100 (6.192)] +2024-10-12 11:50:40,632 - Train: 25.70% [321500/1251000] [257.0/1000.0] [batch_t 0.138 (0.147)] [data_t 0.004] [optim_t 0.134] [lr 0.002542] [CE 5.121 (4.806)] [KD 6.173 (6.107)] +2024-10-12 11:50:47,316 - Test (net): 100.00% [50/50] [batch_t 0.027 (0.107)] [top1_cnt 29531] [top5_cnt 41172] [top_all 50000] +2024-10-12 11:50:47,316 - net: 59.062 (82.344) +2024-10-12 11:50:53,154 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34466] [top5_cnt 44401] [top_all 50000] +2024-10-12 11:50:53,155 - net_E: 68.932 (88.802) +2024-10-12 11:50:53,334 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.932 (epoch: 257)] +2024-10-12 11:50:53,335 - ==> Total time: 14:03:44 Eta: 1 day, 16:39:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 11:51:03,956 - Train: 25.70% [321550/1251000] [257.0/1000.0] [batch_t 0.146 (0.167)] [data_t 0.006] [optim_t 0.140] [lr 0.002542] [CE 4.857 (4.775)] [KD 5.947 (6.060)] +2024-10-12 11:51:11,558 - Train: 25.71% [321600/1251000] [257.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.002541] [CE 4.542 (4.844)] [KD 5.925 (6.105)] +2024-10-12 11:51:19,013 - Train: 25.71% [321650/1251000] [257.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002541] [CE 4.985 (4.781)] [KD 6.424 (6.135)] +2024-10-12 11:51:26,470 - Train: 25.72% [321700/1251000] [257.2/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.002541] [CE 4.654 (4.800)] [KD 5.897 (6.284)] +2024-10-12 11:51:34,202 - Train: 25.72% [321750/1251000] [257.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.002541] [CE 5.056 (4.870)] [KD 6.316 (6.205)] +2024-10-12 11:51:41,667 - Train: 25.72% [321800/1251000] [257.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.002541] [CE 4.715 (4.799)] [KD 5.652 (6.137)] +2024-10-12 11:51:49,499 - Train: 25.73% [321850/1251000] [257.3/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.002541] [CE 4.762 (4.763)] [KD 5.841 (6.008)] +2024-10-12 11:51:56,985 - Train: 25.73% [321900/1251000] [257.3/1000.0] [batch_t 0.143 (0.150)] [data_t 0.003] [optim_t 0.140] [lr 0.002541] [CE 4.506 (4.808)] [KD 6.236 (6.033)] +2024-10-12 11:52:04,466 - Train: 25.74% [321950/1251000] [257.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002541] [CE 5.181 (4.788)] [KD 6.291 (6.161)] +2024-10-12 11:52:12,309 - Train: 25.74% [322000/1251000] [257.4/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.002540] [CE 5.212 (4.822)] [KD 6.106 (6.123)] +2024-10-12 11:52:19,911 - Train: 25.74% [322050/1251000] [257.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002540] [CE 4.763 (4.797)] [KD 6.225 (6.087)] +2024-10-12 11:52:27,411 - Train: 25.75% [322100/1251000] [257.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.002540] [CE 4.497 (4.851)] [KD 6.016 (6.138)] +2024-10-12 11:52:34,923 - Train: 25.75% [322150/1251000] [257.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002540] [CE 5.267 (4.852)] [KD 6.329 (6.170)] +2024-10-12 11:52:42,664 - Train: 25.76% [322200/1251000] [257.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.142] [lr 0.002540] [CE 4.610 (4.807)] [KD 5.893 (6.201)] +2024-10-12 11:52:50,357 - Train: 25.76% [322250/1251000] [257.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002540] [CE 5.144 (4.775)] [KD 6.492 (6.129)] +2024-10-12 11:52:57,945 - Train: 25.76% [322300/1251000] [257.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002540] [CE 4.878 (4.861)] [KD 6.199 (6.118)] +2024-10-12 11:53:05,602 - Train: 25.77% [322350/1251000] [257.7/1000.0] [batch_t 0.158 (0.153)] [data_t 0.003] [optim_t 0.155] [lr 0.002539] [CE 4.740 (4.876)] [KD 5.999 (6.157)] +2024-10-12 11:53:13,160 - Train: 25.77% [322400/1251000] [257.7/1000.0] [batch_t 0.142 (0.151)] [data_t 0.003] [optim_t 0.139] [lr 0.002539] [CE 4.500 (4.736)] [KD 6.272 (6.139)] +2024-10-12 11:53:20,733 - Train: 25.78% [322450/1251000] [257.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002539] [CE 4.975 (4.847)] [KD 6.110 (6.219)] +2024-10-12 11:53:28,158 - Train: 25.78% [322500/1251000] [257.8/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002539] [CE 4.833 (4.817)] [KD 6.378 (6.158)] +2024-10-12 11:53:35,617 - Train: 25.78% [322550/1251000] [257.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002539] [CE 5.049 (4.730)] [KD 6.320 (6.158)] +2024-10-12 11:53:43,304 - Train: 25.79% [322600/1251000] [257.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002539] [CE 4.303 (4.815)] [KD 5.708 (6.255)] +2024-10-12 11:53:50,853 - Train: 25.79% [322650/1251000] [257.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002539] [CE 4.183 (4.761)] [KD 5.845 (6.159)] +2024-10-12 11:53:58,556 - Train: 25.80% [322700/1251000] [258.0/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002538] [CE 4.485 (4.875)] [KD 5.999 (6.146)] +2024-10-12 11:54:06,095 - Train: 25.80% [322750/1251000] [258.0/1000.0] [batch_t 0.139 (0.151)] [data_t 0.003] [optim_t 0.136] [lr 0.002538] [CE 4.927 (4.830)] [KD 6.108 (6.076)] +2024-10-12 11:54:12,915 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 30174] [top5_cnt 41709] [top_all 50000] +2024-10-12 11:54:12,915 - net: 60.348 (83.418) +2024-10-12 11:54:19,001 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.109)] [top1_cnt 34490] [top5_cnt 44403] [top_all 50000] +2024-10-12 11:54:19,001 - net_E: 68.980 (88.806) +2024-10-12 11:54:19,154 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 68.980 (epoch: 258)] +2024-10-12 11:54:19,155 - ==> Total time: 14:07:10 Eta: 1 day, 16:36:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 11:54:29,014 - Train: 25.80% [322800/1251000] [258.0/1000.0] [batch_t 0.147 (0.159)] [data_t 0.005] [optim_t 0.142] [lr 0.002538] [CE 4.981 (4.743)] [KD 6.427 (6.084)] +2024-10-12 11:54:36,571 - Train: 25.81% [322850/1251000] [258.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002538] [CE 5.198 (4.818)] [KD 6.562 (6.062)] +2024-10-12 11:54:44,073 - Train: 25.81% [322900/1251000] [258.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.002538] [CE 4.886 (4.821)] [KD 5.962 (6.098)] +2024-10-12 11:54:51,660 - Train: 25.82% [322950/1251000] [258.2/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002538] [CE 4.861 (4.929)] [KD 6.219 (6.291)] +2024-10-12 11:54:59,377 - Train: 25.82% [323000/1251000] [258.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002538] [CE 4.245 (4.771)] [KD 6.296 (6.246)] +2024-10-12 11:55:06,828 - Train: 25.82% [323050/1251000] [258.2/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002538] [CE 4.321 (4.697)] [KD 5.851 (6.090)] +2024-10-12 11:55:14,406 - Train: 25.83% [323100/1251000] [258.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002537] [CE 4.842 (4.792)] [KD 6.214 (6.037)] +2024-10-12 11:55:22,050 - Train: 25.83% [323150/1251000] [258.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.002537] [CE 4.518 (4.778)] [KD 5.799 (6.078)] +2024-10-12 11:55:29,718 - Train: 25.84% [323200/1251000] [258.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002537] [CE 5.040 (4.736)] [KD 6.417 (5.989)] +2024-10-12 11:55:37,246 - Train: 25.84% [323250/1251000] [258.4/1000.0] [batch_t 0.143 (0.150)] [data_t 0.006] [optim_t 0.137] [lr 0.002537] [CE 4.522 (4.856)] [KD 5.859 (6.063)] +2024-10-12 11:55:44,960 - Train: 25.84% [323300/1251000] [258.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.002537] [CE 4.835 (4.782)] [KD 5.924 (6.068)] +2024-10-12 11:55:52,410 - Train: 25.85% [323350/1251000] [258.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.008] [optim_t 0.141] [lr 0.002537] [CE 4.616 (4.808)] [KD 5.687 (6.094)] +2024-10-12 11:55:59,927 - Train: 25.85% [323400/1251000] [258.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.002537] [CE 5.131 (4.770)] [KD 6.199 (6.163)] +2024-10-12 11:56:07,507 - Train: 25.86% [323450/1251000] [258.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.147] [lr 0.002536] [CE 4.589 (4.726)] [KD 5.811 (6.004)] +2024-10-12 11:56:15,120 - Train: 25.86% [323500/1251000] [258.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.007] [optim_t 0.142] [lr 0.002536] [CE 4.649 (4.715)] [KD 5.788 (6.023)] +2024-10-12 11:56:22,738 - Train: 25.86% [323550/1251000] [258.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.008] [optim_t 0.141] [lr 0.002536] [CE 5.308 (4.813)] [KD 6.209 (6.058)] +2024-10-12 11:56:30,444 - Train: 25.87% [323600/1251000] [258.7/1000.0] [batch_t 0.154 (0.154)] [data_t 0.006] [optim_t 0.148] [lr 0.002536] [CE 5.095 (4.836)] [KD 6.232 (6.187)] +2024-10-12 11:56:38,056 - Train: 25.87% [323650/1251000] [258.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002536] [CE 4.998 (4.850)] [KD 6.295 (6.142)] +2024-10-12 11:56:45,442 - Train: 25.88% [323700/1251000] [258.8/1000.0] [batch_t 0.144 (0.148)] [data_t 0.006] [optim_t 0.138] [lr 0.002536] [CE 4.142 (4.757)] [KD 6.125 (6.082)] +2024-10-12 11:56:52,925 - Train: 25.88% [323750/1251000] [258.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002536] [CE 4.598 (4.765)] [KD 5.800 (6.156)] +2024-10-12 11:57:00,521 - Train: 25.88% [323800/1251000] [258.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002536] [CE 4.467 (4.769)] [KD 6.086 (6.080)] +2024-10-12 11:57:08,106 - Train: 25.89% [323850/1251000] [258.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.007] [optim_t 0.145] [lr 0.002535] [CE 4.882 (4.784)] [KD 5.956 (6.106)] +2024-10-12 11:57:15,694 - Train: 25.89% [323900/1251000] [258.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002535] [CE 4.858 (4.736)] [KD 6.500 (6.204)] +2024-10-12 11:57:23,278 - Train: 25.90% [323950/1251000] [259.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.007] [optim_t 0.145] [lr 0.002535] [CE 4.727 (4.786)] [KD 5.900 (6.087)] +2024-10-12 11:57:30,880 - Train: 25.90% [324000/1251000] [259.0/1000.0] [batch_t 0.141 (0.152)] [data_t 0.003] [optim_t 0.137] [lr 0.002535] [CE 4.575 (4.780)] [KD 6.124 (6.131)] +2024-10-12 11:57:37,747 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 30050] [top5_cnt 41622] [top_all 50000] +2024-10-12 11:57:37,748 - net: 60.100 (83.244) +2024-10-12 11:57:43,694 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 34503] [top5_cnt 44438] [top_all 50000] +2024-10-12 11:57:43,695 - net_E: 69.006 (88.876) +2024-10-12 11:57:43,853 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 69.006 (epoch: 259)] +2024-10-12 11:57:43,853 - ==> Total time: 14:10:34 Eta: 1 day, 16:33:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 11:57:53,358 - Train: 25.90% [324050/1251000] [259.0/1000.0] [batch_t 0.146 (0.162)] [data_t 0.005] [optim_t 0.141] [lr 0.002535] [CE 4.637 (4.759)] [KD 6.141 (6.017)] +2024-10-12 11:58:00,959 - Train: 25.91% [324100/1251000] [259.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.002535] [CE 4.973 (4.798)] [KD 6.458 (6.079)] +2024-10-12 11:58:08,445 - Train: 25.91% [324150/1251000] [259.1/1000.0] [batch_t 0.155 (0.150)] [data_t 0.006] [optim_t 0.149] [lr 0.002535] [CE 4.202 (4.792)] [KD 5.725 (6.114)] +2024-10-12 11:58:15,976 - Train: 25.92% [324200/1251000] [259.2/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.002534] [CE 4.143 (4.821)] [KD 6.137 (6.135)] +2024-10-12 11:58:23,801 - Train: 25.92% [324250/1251000] [259.2/1000.0] [batch_t 0.285 (0.156)] [data_t 0.004] [optim_t 0.281] [lr 0.002534] [CE 4.826 (4.748)] [KD 6.253 (6.054)] +2024-10-12 11:58:31,240 - Train: 25.92% [324300/1251000] [259.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.002534] [CE 4.761 (4.769)] [KD 6.177 (6.077)] +2024-10-12 11:58:38,666 - Train: 25.93% [324350/1251000] [259.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002534] [CE 5.184 (4.863)] [KD 6.255 (6.138)] +2024-10-12 11:58:46,338 - Train: 25.93% [324400/1251000] [259.3/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.002534] [CE 4.775 (4.756)] [KD 6.072 (6.098)] +2024-10-12 11:58:53,923 - Train: 25.94% [324450/1251000] [259.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002534] [CE 4.970 (4.809)] [KD 6.605 (6.181)] +2024-10-12 11:59:01,482 - Train: 25.94% [324500/1251000] [259.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002534] [CE 4.932 (4.863)] [KD 6.451 (6.235)] +2024-10-12 11:59:09,285 - Train: 25.94% [324550/1251000] [259.4/1000.0] [batch_t 0.144 (0.156)] [data_t 0.006] [optim_t 0.138] [lr 0.002533] [CE 4.676 (4.840)] [KD 5.851 (6.139)] +2024-10-12 11:59:16,740 - Train: 25.95% [324600/1251000] [259.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002533] [CE 4.958 (4.712)] [KD 6.167 (6.053)] +2024-10-12 11:59:24,376 - Train: 25.95% [324650/1251000] [259.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.002533] [CE 5.091 (4.802)] [KD 6.480 (6.169)] +2024-10-12 11:59:31,779 - Train: 25.96% [324700/1251000] [259.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002533] [CE 4.788 (4.813)] [KD 5.836 (6.199)] +2024-10-12 11:59:39,430 - Train: 25.96% [324750/1251000] [259.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002533] [CE 4.912 (4.802)] [KD 6.181 (6.064)] +2024-10-12 11:59:46,999 - Train: 25.96% [324800/1251000] [259.6/1000.0] [batch_t 0.156 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.002533] [CE 4.649 (4.790)] [KD 5.958 (6.099)] +2024-10-12 11:59:54,762 - Train: 25.97% [324850/1251000] [259.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.002533] [CE 3.978 (4.781)] [KD 5.735 (6.092)] +2024-10-12 12:00:02,254 - Train: 25.97% [324900/1251000] [259.7/1000.0] [batch_t 0.152 (0.150)] [data_t 0.007] [optim_t 0.144] [lr 0.002533] [CE 4.770 (4.807)] [KD 6.086 (6.170)] +2024-10-12 12:00:09,954 - Train: 25.98% [324950/1251000] [259.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002532] [CE 4.842 (4.770)] [KD 5.985 (6.132)] +2024-10-12 12:00:17,403 - Train: 25.98% [325000/1251000] [259.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002532] [CE 5.160 (4.831)] [KD 6.509 (6.231)] +2024-10-12 12:00:25,090 - Train: 25.98% [325050/1251000] [259.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002532] [CE 4.837 (4.896)] [KD 6.237 (6.220)] +2024-10-12 12:00:32,636 - Train: 25.99% [325100/1251000] [259.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002532] [CE 4.817 (4.786)] [KD 6.263 (6.166)] +2024-10-12 12:00:40,225 - Train: 25.99% [325150/1251000] [259.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.009] [optim_t 0.142] [lr 0.002532] [CE 4.700 (4.833)] [KD 6.078 (6.229)] +2024-10-12 12:00:47,800 - Train: 26.00% [325200/1251000] [260.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002532] [CE 5.029 (4.772)] [KD 6.350 (6.171)] +2024-10-12 12:00:55,293 - Train: 26.00% [325250/1251000] [260.0/1000.0] [batch_t 0.140 (0.150)] [data_t 0.004] [optim_t 0.136] [lr 0.002532] [CE 4.658 (4.782)] [KD 6.194 (6.141)] +2024-10-12 12:01:02,308 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 29273] [top5_cnt 41169] [top_all 50000] +2024-10-12 12:01:02,309 - net: 58.546 (82.338) +2024-10-12 12:01:08,234 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 34447] [top5_cnt 44434] [top_all 50000] +2024-10-12 12:01:08,234 - net_E: 68.894 (88.868) +2024-10-12 12:01:08,399 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 69.006 (epoch: 259)] +2024-10-12 12:01:08,400 - ==> Total time: 14:13:59 Eta: 1 day, 16:30:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 12:01:16,372 - Train: 26.00% [325300/1251000] [260.0/1000.0] [batch_t 0.153 (0.164)] [data_t 0.003] [optim_t 0.149] [lr 0.002531] [CE 4.973 (4.712)] [KD 5.863 (5.960)] +2024-10-12 12:01:23,865 - Train: 26.01% [325350/1251000] [260.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002531] [CE 5.054 (4.799)] [KD 6.352 (6.050)] +2024-10-12 12:01:31,383 - Train: 26.01% [325400/1251000] [260.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.002531] [CE 4.864 (4.773)] [KD 6.038 (6.079)] +2024-10-12 12:01:39,084 - Train: 26.02% [325450/1251000] [260.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002531] [CE 4.967 (4.848)] [KD 6.429 (6.109)] +2024-10-12 12:01:46,574 - Train: 26.02% [325500/1251000] [260.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002531] [CE 5.354 (4.842)] [KD 6.337 (6.123)] +2024-10-12 12:01:54,126 - Train: 26.02% [325550/1251000] [260.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002531] [CE 4.702 (4.808)] [KD 6.326 (6.061)] +2024-10-12 12:02:01,608 - Train: 26.03% [325600/1251000] [260.3/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.002531] [CE 4.918 (4.759)] [KD 5.932 (6.113)] +2024-10-12 12:02:09,053 - Train: 26.03% [325650/1251000] [260.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.002] [optim_t 0.146] [lr 0.002530] [CE 5.269 (4.710)] [KD 6.440 (6.011)] +2024-10-12 12:02:16,696 - Train: 26.04% [325700/1251000] [260.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002530] [CE 5.271 (4.790)] [KD 6.578 (6.115)] +2024-10-12 12:02:24,215 - Train: 26.04% [325750/1251000] [260.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002530] [CE 4.670 (4.801)] [KD 5.992 (6.136)] +2024-10-12 12:02:31,843 - Train: 26.04% [325800/1251000] [260.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002530] [CE 4.515 (4.739)] [KD 6.179 (6.066)] +2024-10-12 12:02:39,264 - Train: 26.05% [325850/1251000] [260.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.002530] [CE 4.971 (4.818)] [KD 6.123 (6.147)] +2024-10-12 12:02:46,813 - Train: 26.05% [325900/1251000] [260.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.002530] [CE 4.498 (4.787)] [KD 5.949 (6.125)] +2024-10-12 12:02:54,426 - Train: 26.06% [325950/1251000] [260.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.002530] [CE 4.269 (4.832)] [KD 5.900 (6.129)] +2024-10-12 12:03:01,964 - Train: 26.06% [326000/1251000] [260.6/1000.0] [batch_t 0.160 (0.151)] [data_t 0.004] [optim_t 0.155] [lr 0.002530] [CE 5.140 (4.813)] [KD 6.228 (6.155)] +2024-10-12 12:03:09,445 - Train: 26.06% [326050/1251000] [260.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002529] [CE 4.636 (4.755)] [KD 6.299 (6.203)] +2024-10-12 12:03:16,973 - Train: 26.07% [326100/1251000] [260.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.002] [optim_t 0.147] [lr 0.002529] [CE 4.703 (4.824)] [KD 6.139 (6.168)] +2024-10-12 12:03:24,539 - Train: 26.07% [326150/1251000] [260.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.006] [optim_t 0.147] [lr 0.002529] [CE 5.096 (4.769)] [KD 6.354 (6.072)] +2024-10-12 12:03:32,055 - Train: 26.08% [326200/1251000] [260.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002529] [CE 4.469 (4.826)] [KD 5.936 (6.076)] +2024-10-12 12:03:39,558 - Train: 26.08% [326250/1251000] [260.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002529] [CE 5.148 (4.814)] [KD 6.055 (6.136)] +2024-10-12 12:03:47,180 - Train: 26.08% [326300/1251000] [260.8/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.139] [lr 0.002529] [CE 4.655 (4.781)] [KD 6.076 (6.119)] +2024-10-12 12:03:54,613 - Train: 26.09% [326350/1251000] [260.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002529] [CE 4.364 (4.841)] [KD 6.036 (6.241)] +2024-10-12 12:04:02,283 - Train: 26.09% [326400/1251000] [260.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002528] [CE 4.717 (4.760)] [KD 5.844 (6.167)] +2024-10-12 12:04:09,801 - Train: 26.10% [326450/1251000] [261.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002528] [CE 4.734 (4.805)] [KD 5.781 (6.185)] +2024-10-12 12:04:17,344 - Train: 26.10% [326500/1251000] [261.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002528] [CE 4.752 (4.850)] [KD 6.296 (6.171)] +2024-10-12 12:04:24,639 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 30738] [top5_cnt 42027] [top_all 50000] +2024-10-12 12:04:24,639 - net: 61.476 (84.054) +2024-10-12 12:04:30,420 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 34483] [top5_cnt 44422] [top_all 50000] +2024-10-12 12:04:30,421 - net_E: 68.966 (88.844) +2024-10-12 12:04:30,582 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 69.006 (epoch: 259)] +2024-10-12 12:04:30,582 - ==> Total time: 14:17:21 Eta: 1 day, 16:27:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 12:04:38,485 - Train: 26.10% [326550/1251000] [261.0/1000.0] [batch_t 0.159 (0.162)] [data_t 0.003] [optim_t 0.156] [lr 0.002528] [CE 4.934 (4.729)] [KD 6.168 (6.071)] +2024-10-12 12:04:46,187 - Train: 26.11% [326600/1251000] [261.1/1000.0] [batch_t 0.161 (0.154)] [data_t 0.004] [optim_t 0.157] [lr 0.002528] [CE 4.782 (4.775)] [KD 6.321 (6.096)] +2024-10-12 12:04:53,987 - Train: 26.11% [326650/1251000] [261.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.002528] [CE 4.772 (4.823)] [KD 5.993 (6.126)] +2024-10-12 12:05:01,501 - Train: 26.12% [326700/1251000] [261.2/1000.0] [batch_t 0.154 (0.150)] [data_t 0.006] [optim_t 0.148] [lr 0.002528] [CE 4.999 (4.814)] [KD 6.042 (6.041)] +2024-10-12 12:05:09,046 - Train: 26.12% [326750/1251000] [261.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002527] [CE 4.464 (4.762)] [KD 5.698 (6.003)] +2024-10-12 12:05:16,636 - Train: 26.12% [326800/1251000] [261.2/1000.0] [batch_t 0.143 (0.152)] [data_t 0.003] [optim_t 0.139] [lr 0.002527] [CE 5.121 (4.791)] [KD 6.147 (6.110)] +2024-10-12 12:05:24,160 - Train: 26.13% [326850/1251000] [261.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002527] [CE 5.411 (4.822)] [KD 6.682 (6.206)] +2024-10-12 12:05:31,745 - Train: 26.13% [326900/1251000] [261.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002527] [CE 5.219 (4.877)] [KD 6.554 (6.204)] +2024-10-12 12:05:39,488 - Train: 26.14% [326950/1251000] [261.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002527] [CE 5.008 (4.803)] [KD 6.371 (6.109)] +2024-10-12 12:05:46,887 - Train: 26.14% [327000/1251000] [261.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002527] [CE 4.509 (4.830)] [KD 6.151 (6.158)] +2024-10-12 12:05:54,290 - Train: 26.14% [327050/1251000] [261.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002527] [CE 5.605 (4.842)] [KD 6.527 (6.187)] +2024-10-12 12:06:01,832 - Train: 26.15% [327100/1251000] [261.5/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002527] [CE 5.160 (4.758)] [KD 6.229 (6.133)] +2024-10-12 12:06:09,465 - Train: 26.15% [327150/1251000] [261.5/1000.0] [batch_t 0.154 (0.153)] [data_t 0.007] [optim_t 0.147] [lr 0.002526] [CE 4.553 (4.723)] [KD 6.127 (6.137)] +2024-10-12 12:06:17,048 - Train: 26.16% [327200/1251000] [261.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002526] [CE 4.537 (4.819)] [KD 5.974 (6.201)] +2024-10-12 12:06:24,769 - Train: 26.16% [327250/1251000] [261.6/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.002526] [CE 4.549 (4.778)] [KD 6.184 (6.144)] +2024-10-12 12:06:32,367 - Train: 26.16% [327300/1251000] [261.6/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.002526] [CE 4.735 (4.755)] [KD 6.060 (6.107)] +2024-10-12 12:06:39,913 - Train: 26.17% [327350/1251000] [261.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.002526] [CE 4.840 (4.733)] [KD 5.940 (6.072)] +2024-10-12 12:06:47,431 - Train: 26.17% [327400/1251000] [261.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002526] [CE 5.060 (4.834)] [KD 6.370 (6.099)] +2024-10-12 12:06:54,812 - Train: 26.18% [327450/1251000] [261.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002526] [CE 5.058 (4.708)] [KD 6.185 (6.077)] +2024-10-12 12:07:02,478 - Train: 26.18% [327500/1251000] [261.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002525] [CE 4.700 (4.824)] [KD 5.871 (6.072)] +2024-10-12 12:07:10,040 - Train: 26.18% [327550/1251000] [261.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.009] [optim_t 0.141] [lr 0.002525] [CE 4.916 (4.748)] [KD 6.034 (6.057)] +2024-10-12 12:07:17,599 - Train: 26.19% [327600/1251000] [261.9/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.002525] [CE 5.197 (4.730)] [KD 6.333 (6.058)] +2024-10-12 12:07:25,148 - Train: 26.19% [327650/1251000] [261.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002525] [CE 4.899 (4.916)] [KD 6.350 (6.256)] +2024-10-12 12:07:32,668 - Train: 26.20% [327700/1251000] [262.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002525] [CE 4.481 (4.827)] [KD 6.339 (6.185)] +2024-10-12 12:07:40,174 - Train: 26.20% [327750/1251000] [262.0/1000.0] [batch_t 0.139 (0.150)] [data_t 0.004] [optim_t 0.135] [lr 0.002525] [CE 4.519 (4.796)] [KD 6.232 (6.177)] +2024-10-12 12:07:47,500 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 29537] [top5_cnt 41231] [top_all 50000] +2024-10-12 12:07:47,500 - net: 59.074 (82.462) +2024-10-12 12:07:53,341 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34496] [top5_cnt 44438] [top_all 50000] +2024-10-12 12:07:53,341 - net_E: 68.992 (88.876) +2024-10-12 12:07:53,483 - Max [top1: 61.988 (epoch: 229)] [top1-ema: 69.006 (epoch: 259)] +2024-10-12 12:07:53,484 - ==> Total time: 14:20:44 Eta: 1 day, 16:24:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 12:08:01,438 - Train: 26.20% [327800/1251000] [262.0/1000.0] [batch_t 0.146 (0.167)] [data_t 0.005] [optim_t 0.141] [lr 0.002525] [CE 4.870 (4.805)] [KD 6.458 (6.137)] +2024-10-12 12:08:08,931 - Train: 26.21% [327850/1251000] [262.1/1000.0] [batch_t 0.161 (0.150)] [data_t 0.006] [optim_t 0.155] [lr 0.002524] [CE 4.996 (4.684)] [KD 5.911 (6.044)] +2024-10-12 12:08:16,504 - Train: 26.21% [327900/1251000] [262.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.007] [optim_t 0.145] [lr 0.002524] [CE 4.857 (4.858)] [KD 5.942 (6.155)] +2024-10-12 12:08:23,981 - Train: 26.22% [327950/1251000] [262.2/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.002524] [CE 5.006 (4.761)] [KD 6.091 (6.144)] +2024-10-12 12:08:31,610 - Train: 26.22% [328000/1251000] [262.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.007] [optim_t 0.143] [lr 0.002524] [CE 4.687 (4.775)] [KD 5.945 (6.123)] +2024-10-12 12:08:39,167 - Train: 26.22% [328050/1251000] [262.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002524] [CE 5.290 (4.761)] [KD 6.429 (6.096)] +2024-10-12 12:08:46,563 - Train: 26.23% [328100/1251000] [262.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002524] [CE 4.385 (4.760)] [KD 5.838 (6.155)] +2024-10-12 12:08:54,187 - Train: 26.23% [328150/1251000] [262.3/1000.0] [batch_t 0.160 (0.152)] [data_t 0.005] [optim_t 0.155] [lr 0.002524] [CE 4.743 (4.811)] [KD 5.921 (6.112)] +2024-10-12 12:09:01,908 - Train: 26.24% [328200/1251000] [262.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.002524] [CE 4.969 (4.819)] [KD 6.047 (6.117)] +2024-10-12 12:09:09,626 - Train: 26.24% [328250/1251000] [262.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.002523] [CE 5.166 (4.833)] [KD 6.387 (6.212)] +2024-10-12 12:09:17,056 - Train: 26.24% [328300/1251000] [262.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002523] [CE 5.042 (4.804)] [KD 6.250 (6.143)] +2024-10-12 12:09:24,533 - Train: 26.25% [328350/1251000] [262.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002523] [CE 4.978 (4.842)] [KD 6.068 (6.170)] +2024-10-12 12:09:32,201 - Train: 26.25% [328400/1251000] [262.5/1000.0] [batch_t 0.278 (0.153)] [data_t 0.006] [optim_t 0.272] [lr 0.002523] [CE 4.797 (4.826)] [KD 6.198 (6.169)] +2024-10-12 12:09:39,597 - Train: 26.25% [328450/1251000] [262.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002523] [CE 5.124 (4.805)] [KD 6.304 (6.116)] +2024-10-12 12:09:47,169 - Train: 26.26% [328500/1251000] [262.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002523] [CE 4.462 (4.813)] [KD 5.867 (6.150)] +2024-10-12 12:09:54,700 - Train: 26.26% [328550/1251000] [262.6/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.002523] [CE 4.616 (4.788)] [KD 6.190 (6.160)] +2024-10-12 12:10:02,388 - Train: 26.27% [328600/1251000] [262.7/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.002522] [CE 5.090 (4.791)] [KD 6.295 (6.088)] +2024-10-12 12:10:10,103 - Train: 26.27% [328650/1251000] [262.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002522] [CE 4.909 (4.757)] [KD 6.301 (6.074)] +2024-10-12 12:10:17,610 - Train: 26.27% [328700/1251000] [262.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002522] [CE 5.085 (4.755)] [KD 6.486 (6.189)] +2024-10-12 12:10:25,041 - Train: 26.28% [328750/1251000] [262.8/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002522] [CE 4.478 (4.758)] [KD 6.336 (6.201)] +2024-10-12 12:10:32,544 - Train: 26.28% [328800/1251000] [262.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002522] [CE 4.873 (4.766)] [KD 5.894 (6.134)] +2024-10-12 12:10:40,148 - Train: 26.29% [328850/1251000] [262.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.002522] [CE 4.833 (4.766)] [KD 6.219 (6.163)] +2024-10-12 12:10:47,733 - Train: 26.29% [328900/1251000] [262.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.002522] [CE 4.976 (4.820)] [KD 6.681 (6.125)] +2024-10-12 12:10:55,157 - Train: 26.29% [328950/1251000] [262.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.002521] [CE 4.827 (4.835)] [KD 6.178 (6.244)] +2024-10-12 12:11:02,687 - Train: 26.30% [329000/1251000] [263.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002521] [CE 5.026 (4.786)] [KD 6.242 (6.065)] +2024-10-12 12:11:10,152 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 31080] [top5_cnt 42258] [top_all 50000] +2024-10-12 12:11:10,153 - net: 62.160 (84.516) +2024-10-12 12:11:16,035 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 34519] [top5_cnt 44422] [top_all 50000] +2024-10-12 12:11:16,035 - net_E: 69.038 (88.844) +2024-10-12 12:11:16,189 - Max [top1: 62.160 (epoch: 263)] [top1-ema: 69.038 (epoch: 263)] +2024-10-12 12:11:16,189 - ==> Total time: 14:24:07 Eta: 1 day, 16:21:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 12:11:26,034 - Train: 26.30% [329050/1251000] [263.0/1000.0] [batch_t 0.151 (0.163)] [data_t 0.004] [optim_t 0.147] [lr 0.002521] [CE 5.114 (4.807)] [KD 6.326 (6.011)] +2024-10-12 12:11:33,823 - Train: 26.31% [329100/1251000] [263.1/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.002521] [CE 4.658 (4.820)] [KD 6.209 (6.075)] +2024-10-12 12:11:41,272 - Train: 26.31% [329150/1251000] [263.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002521] [CE 4.523 (4.752)] [KD 6.035 (6.147)] +2024-10-12 12:11:48,823 - Train: 26.31% [329200/1251000] [263.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002521] [CE 4.513 (4.782)] [KD 6.094 (6.075)] +2024-10-12 12:11:56,258 - Train: 26.32% [329250/1251000] [263.2/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.002521] [CE 4.745 (4.810)] [KD 6.462 (6.198)] +2024-10-12 12:12:03,772 - Train: 26.32% [329300/1251000] [263.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002521] [CE 4.737 (4.743)] [KD 6.218 (6.088)] +2024-10-12 12:12:11,410 - Train: 26.33% [329350/1251000] [263.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002520] [CE 4.432 (4.765)] [KD 6.015 (6.034)] +2024-10-12 12:12:18,973 - Train: 26.33% [329400/1251000] [263.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002520] [CE 4.987 (4.666)] [KD 6.145 (5.956)] +2024-10-12 12:12:26,890 - Train: 26.33% [329450/1251000] [263.3/1000.0] [batch_t 0.158 (0.158)] [data_t 0.003] [optim_t 0.155] [lr 0.002520] [CE 5.336 (4.760)] [KD 6.317 (6.071)] +2024-10-12 12:12:34,438 - Train: 26.34% [329500/1251000] [263.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002520] [CE 4.779 (4.717)] [KD 6.294 (6.018)] +2024-10-12 12:12:41,989 - Train: 26.34% [329550/1251000] [263.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002520] [CE 4.525 (4.841)] [KD 6.078 (6.102)] +2024-10-12 12:12:49,509 - Train: 26.35% [329600/1251000] [263.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002520] [CE 4.260 (4.716)] [KD 5.941 (6.051)] +2024-10-12 12:12:56,924 - Train: 26.35% [329650/1251000] [263.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.002520] [CE 5.440 (4.824)] [KD 6.550 (6.137)] +2024-10-12 12:13:04,471 - Train: 26.35% [329700/1251000] [263.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002519] [CE 4.990 (4.808)] [KD 6.425 (6.128)] +2024-10-12 12:13:12,012 - Train: 26.36% [329750/1251000] [263.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.002519] [CE 4.233 (4.819)] [KD 6.285 (6.145)] +2024-10-12 12:13:19,440 - Train: 26.36% [329800/1251000] [263.6/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.002519] [CE 4.799 (4.830)] [KD 6.089 (6.183)] +2024-10-12 12:13:27,055 - Train: 26.37% [329850/1251000] [263.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002519] [CE 5.037 (4.846)] [KD 6.053 (6.153)] +2024-10-12 12:13:34,711 - Train: 26.37% [329900/1251000] [263.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002519] [CE 4.361 (4.774)] [KD 5.808 (6.240)] +2024-10-12 12:13:42,194 - Train: 26.37% [329950/1251000] [263.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.002519] [CE 5.101 (4.785)] [KD 5.859 (6.171)] +2024-10-12 12:13:49,805 - Train: 26.38% [330000/1251000] [263.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002519] [CE 4.549 (4.784)] [KD 6.116 (6.197)] +2024-10-12 12:13:57,212 - Train: 26.38% [330050/1251000] [263.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002518] [CE 4.829 (4.816)] [KD 6.247 (6.102)] +2024-10-12 12:14:04,675 - Train: 26.39% [330100/1251000] [263.9/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.002518] [CE 5.027 (4.811)] [KD 5.802 (6.102)] +2024-10-12 12:14:12,207 - Train: 26.39% [330150/1251000] [263.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002518] [CE 4.667 (4.766)] [KD 6.101 (6.145)] +2024-10-12 12:14:19,790 - Train: 26.39% [330200/1251000] [263.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002518] [CE 4.786 (4.816)] [KD 6.186 (6.225)] +2024-10-12 12:14:27,248 - Train: 26.40% [330250/1251000] [264.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.002] [optim_t 0.144] [lr 0.002518] [CE 4.443 (4.819)] [KD 6.033 (6.154)] +2024-10-12 12:14:34,850 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 30106] [top5_cnt 41637] [top_all 50000] +2024-10-12 12:14:34,851 - net: 60.212 (83.274) +2024-10-12 12:14:40,627 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 34522] [top5_cnt 44439] [top_all 50000] +2024-10-12 12:14:40,627 - net_E: 69.044 (88.878) +2024-10-12 12:14:40,766 - Max [top1: 62.160 (epoch: 263)] [top1-ema: 69.044 (epoch: 264)] +2024-10-12 12:14:40,766 - ==> Total time: 14:27:31 Eta: 1 day, 16:18:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 12:14:49,761 - Train: 26.40% [330300/1251000] [264.0/1000.0] [batch_t 0.150 (0.167)] [data_t 0.003] [optim_t 0.148] [lr 0.002518] [CE 4.828 (4.852)] [KD 5.926 (6.110)] +2024-10-12 12:14:57,301 - Train: 26.41% [330350/1251000] [264.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002518] [CE 3.735 (4.690)] [KD 5.621 (6.035)] +2024-10-12 12:15:04,971 - Train: 26.41% [330400/1251000] [264.1/1000.0] [batch_t 0.145 (0.153)] [data_t 0.006] [optim_t 0.139] [lr 0.002517] [CE 4.955 (4.792)] [KD 5.991 (6.191)] +2024-10-12 12:15:12,378 - Train: 26.41% [330450/1251000] [264.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002517] [CE 4.840 (4.753)] [KD 6.242 (6.135)] +2024-10-12 12:15:19,926 - Train: 26.42% [330500/1251000] [264.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002517] [CE 4.254 (4.770)] [KD 6.279 (6.155)] +2024-10-12 12:15:27,322 - Train: 26.42% [330550/1251000] [264.2/1000.0] [batch_t 0.155 (0.148)] [data_t 0.004] [optim_t 0.151] [lr 0.002517] [CE 4.609 (4.797)] [KD 6.078 (6.131)] +2024-10-12 12:15:34,851 - Train: 26.43% [330600/1251000] [264.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002517] [CE 4.304 (4.763)] [KD 5.756 (6.048)] +2024-10-12 12:15:42,337 - Train: 26.43% [330650/1251000] [264.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002517] [CE 5.034 (4.790)] [KD 6.221 (6.100)] +2024-10-12 12:15:50,118 - Train: 26.43% [330700/1251000] [264.3/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.002517] [CE 4.839 (4.761)] [KD 6.133 (6.053)] +2024-10-12 12:15:57,727 - Train: 26.44% [330750/1251000] [264.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002517] [CE 4.681 (4.784)] [KD 6.380 (6.204)] +2024-10-12 12:16:05,395 - Train: 26.44% [330800/1251000] [264.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002516] [CE 5.122 (4.872)] [KD 6.118 (6.284)] +2024-10-12 12:16:13,003 - Train: 26.45% [330850/1251000] [264.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002516] [CE 4.796 (4.836)] [KD 6.558 (6.199)] +2024-10-12 12:16:20,422 - Train: 26.45% [330900/1251000] [264.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002516] [CE 4.866 (4.801)] [KD 6.429 (6.134)] +2024-10-12 12:16:27,937 - Train: 26.45% [330950/1251000] [264.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002516] [CE 4.848 (4.790)] [KD 5.931 (6.164)] +2024-10-12 12:16:35,448 - Train: 26.46% [331000/1251000] [264.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002516] [CE 4.816 (4.786)] [KD 5.942 (6.110)] +2024-10-12 12:16:42,850 - Train: 26.46% [331050/1251000] [264.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002516] [CE 4.365 (4.782)] [KD 5.661 (6.067)] +2024-10-12 12:16:50,455 - Train: 26.47% [331100/1251000] [264.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002516] [CE 5.230 (4.839)] [KD 6.289 (6.126)] +2024-10-12 12:16:58,174 - Train: 26.47% [331150/1251000] [264.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002515] [CE 4.404 (4.736)] [KD 5.916 (6.069)] +2024-10-12 12:17:05,731 - Train: 26.47% [331200/1251000] [264.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002515] [CE 4.677 (4.759)] [KD 5.879 (5.998)] +2024-10-12 12:17:13,207 - Train: 26.48% [331250/1251000] [264.8/1000.0] [batch_t 0.152 (0.149)] [data_t 0.006] [optim_t 0.146] [lr 0.002515] [CE 4.848 (4.830)] [KD 6.085 (6.163)] +2024-10-12 12:17:20,595 - Train: 26.48% [331300/1251000] [264.8/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002515] [CE 4.431 (4.703)] [KD 6.048 (6.116)] +2024-10-12 12:17:28,124 - Train: 26.49% [331350/1251000] [264.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002515] [CE 4.183 (4.749)] [KD 6.025 (6.112)] +2024-10-12 12:17:35,495 - Train: 26.49% [331400/1251000] [264.9/1000.0] [batch_t 0.145 (0.147)] [data_t 0.004] [optim_t 0.141] [lr 0.002515] [CE 4.938 (4.832)] [KD 6.362 (6.214)] +2024-10-12 12:17:43,000 - Train: 26.49% [331450/1251000] [264.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002515] [CE 5.189 (4.785)] [KD 6.432 (6.100)] +2024-10-12 12:17:50,515 - Train: 26.50% [331500/1251000] [265.0/1000.0] [batch_t 0.156 (0.150)] [data_t 0.013] [optim_t 0.143] [lr 0.002514] [CE 4.742 (4.844)] [KD 5.742 (6.082)] +2024-10-12 12:17:58,792 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.110)] [top1_cnt 29782] [top5_cnt 41551] [top_all 50000] +2024-10-12 12:17:58,792 - net: 59.564 (83.102) +2024-10-12 12:18:04,587 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 34523] [top5_cnt 44413] [top_all 50000] +2024-10-12 12:18:04,588 - net_E: 69.046 (88.826) +2024-10-12 12:18:04,711 - Max [top1: 62.160 (epoch: 263)] [top1-ema: 69.046 (epoch: 265)] +2024-10-12 12:18:04,712 - ==> Total time: 14:30:55 Eta: 1 day, 16:15:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 12:18:13,816 - Train: 26.50% [331550/1251000] [265.0/1000.0] [batch_t 0.145 (0.164)] [data_t 0.004] [optim_t 0.141] [lr 0.002514] [CE 4.558 (4.774)] [KD 5.746 (6.011)] +2024-10-12 12:18:21,430 - Train: 26.51% [331600/1251000] [265.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002514] [CE 4.683 (4.762)] [KD 6.168 (6.122)] +2024-10-12 12:18:28,894 - Train: 26.51% [331650/1251000] [265.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.002514] [CE 5.102 (4.787)] [KD 6.252 (6.138)] +2024-10-12 12:18:36,344 - Train: 26.51% [331700/1251000] [265.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002514] [CE 5.290 (4.733)] [KD 6.269 (6.130)] +2024-10-12 12:18:44,138 - Train: 26.52% [331750/1251000] [265.2/1000.0] [batch_t 0.144 (0.156)] [data_t 0.004] [optim_t 0.140] [lr 0.002514] [CE 5.131 (4.812)] [KD 6.085 (6.144)] +2024-10-12 12:18:51,771 - Train: 26.52% [331800/1251000] [265.2/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.002514] [CE 4.757 (4.779)] [KD 6.188 (6.081)] +2024-10-12 12:18:59,456 - Train: 26.53% [331850/1251000] [265.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002514] [CE 4.607 (4.760)] [KD 6.276 (6.149)] +2024-10-12 12:19:07,203 - Train: 26.53% [331900/1251000] [265.3/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.152] [lr 0.002513] [CE 4.406 (4.688)] [KD 5.789 (5.996)] +2024-10-12 12:19:14,761 - Train: 26.53% [331950/1251000] [265.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002513] [CE 4.849 (4.821)] [KD 6.398 (6.153)] +2024-10-12 12:19:22,166 - Train: 26.54% [332000/1251000] [265.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002513] [CE 4.918 (4.735)] [KD 6.067 (6.154)] +2024-10-12 12:19:29,782 - Train: 26.54% [332050/1251000] [265.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002513] [CE 4.903 (4.818)] [KD 5.996 (6.112)] +2024-10-12 12:19:37,228 - Train: 26.55% [332100/1251000] [265.5/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.002513] [CE 4.434 (4.768)] [KD 5.840 (6.077)] +2024-10-12 12:19:44,814 - Train: 26.55% [332150/1251000] [265.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002513] [CE 4.404 (4.762)] [KD 6.063 (6.131)] +2024-10-12 12:19:52,330 - Train: 26.55% [332200/1251000] [265.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002513] [CE 4.903 (4.789)] [KD 6.178 (6.148)] +2024-10-12 12:19:59,820 - Train: 26.56% [332250/1251000] [265.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002512] [CE 4.894 (4.748)] [KD 5.935 (6.042)] +2024-10-12 12:20:07,540 - Train: 26.56% [332300/1251000] [265.6/1000.0] [batch_t 0.275 (0.154)] [data_t 0.005] [optim_t 0.270] [lr 0.002512] [CE 4.892 (4.865)] [KD 6.483 (6.194)] +2024-10-12 12:20:15,156 - Train: 26.57% [332350/1251000] [265.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.002512] [CE 4.611 (4.782)] [KD 5.775 (5.995)] +2024-10-12 12:20:22,729 - Train: 26.57% [332400/1251000] [265.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002512] [CE 4.732 (4.759)] [KD 6.219 (6.044)] +2024-10-12 12:20:30,160 - Train: 26.57% [332450/1251000] [265.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002512] [CE 4.232 (4.780)] [KD 6.077 (6.157)] +2024-10-12 12:20:37,522 - Train: 26.58% [332500/1251000] [265.8/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.002512] [CE 5.076 (4.873)] [KD 6.387 (6.138)] +2024-10-12 12:20:44,902 - Train: 26.58% [332550/1251000] [265.8/1000.0] [batch_t 0.150 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.002512] [CE 4.633 (4.838)] [KD 5.792 (6.061)] +2024-10-12 12:20:52,475 - Train: 26.59% [332600/1251000] [265.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002511] [CE 4.418 (4.811)] [KD 6.137 (6.138)] +2024-10-12 12:21:00,102 - Train: 26.59% [332650/1251000] [265.9/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.002511] [CE 4.549 (4.805)] [KD 5.818 (6.116)] +2024-10-12 12:21:07,634 - Train: 26.59% [332700/1251000] [265.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002511] [CE 4.926 (4.782)] [KD 6.206 (6.180)] +2024-10-12 12:21:15,168 - Train: 26.60% [332750/1251000] [266.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002511] [CE 4.742 (4.901)] [KD 6.050 (6.232)] +2024-10-12 12:21:23,120 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 30790] [top5_cnt 42137] [top_all 50000] +2024-10-12 12:21:23,120 - net: 61.580 (84.274) +2024-10-12 12:21:28,958 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 34482] [top5_cnt 44419] [top_all 50000] +2024-10-12 12:21:28,959 - net_E: 68.964 (88.838) +2024-10-12 12:21:29,094 - Max [top1: 62.160 (epoch: 263)] [top1-ema: 69.046 (epoch: 265)] +2024-10-12 12:21:29,095 - ==> Total time: 14:34:20 Eta: 1 day, 16:12:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 12:21:36,626 - Train: 26.60% [332800/1251000] [266.0/1000.0] [batch_t 0.143 (0.168)] [data_t 0.005] [optim_t 0.138] [lr 0.002511] [CE 4.414 (4.768)] [KD 5.856 (6.064)] +2024-10-12 12:21:44,024 - Train: 26.61% [332850/1251000] [266.1/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.002511] [CE 4.882 (4.825)] [KD 6.285 (6.071)] +2024-10-12 12:21:51,397 - Train: 26.61% [332900/1251000] [266.1/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.002511] [CE 4.937 (4.875)] [KD 5.891 (6.220)] +2024-10-12 12:21:59,224 - Train: 26.61% [332950/1251000] [266.1/1000.0] [batch_t 0.144 (0.156)] [data_t 0.004] [optim_t 0.140] [lr 0.002510] [CE 4.458 (4.775)] [KD 6.089 (6.019)] +2024-10-12 12:22:06,759 - Train: 26.62% [333000/1251000] [266.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002510] [CE 4.405 (4.788)] [KD 5.692 (6.032)] +2024-10-12 12:22:14,603 - Train: 26.62% [333050/1251000] [266.2/1000.0] [batch_t 0.154 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.002510] [CE 4.506 (4.723)] [KD 5.660 (6.071)] +2024-10-12 12:22:22,399 - Train: 26.63% [333100/1251000] [266.3/1000.0] [batch_t 0.145 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.002510] [CE 4.744 (4.737)] [KD 6.085 (5.978)] +2024-10-12 12:22:29,908 - Train: 26.63% [333150/1251000] [266.3/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.002510] [CE 5.052 (4.811)] [KD 6.180 (6.112)] +2024-10-12 12:22:37,461 - Train: 26.63% [333200/1251000] [266.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002510] [CE 4.514 (4.808)] [KD 5.827 (6.098)] +2024-10-12 12:22:44,998 - Train: 26.64% [333250/1251000] [266.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002510] [CE 4.503 (4.804)] [KD 5.855 (6.093)] +2024-10-12 12:22:52,642 - Train: 26.64% [333300/1251000] [266.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.002509] [CE 4.896 (4.801)] [KD 6.212 (6.109)] +2024-10-12 12:23:00,293 - Train: 26.65% [333350/1251000] [266.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.002509] [CE 4.149 (4.735)] [KD 5.651 (6.101)] +2024-10-12 12:23:07,880 - Train: 26.65% [333400/1251000] [266.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.002509] [CE 4.708 (4.726)] [KD 6.454 (6.139)] +2024-10-12 12:23:15,321 - Train: 26.65% [333450/1251000] [266.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002509] [CE 4.326 (4.796)] [KD 6.019 (6.106)] +2024-10-12 12:23:23,271 - Train: 26.66% [333500/1251000] [266.6/1000.0] [batch_t 0.146 (0.159)] [data_t 0.005] [optim_t 0.141] [lr 0.002509] [CE 4.168 (4.724)] [KD 5.909 (6.126)] +2024-10-12 12:23:30,869 - Train: 26.66% [333550/1251000] [266.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.006] [optim_t 0.147] [lr 0.002509] [CE 4.656 (4.759)] [KD 6.243 (6.068)] +2024-10-12 12:23:38,335 - Train: 26.67% [333600/1251000] [266.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002509] [CE 4.680 (4.790)] [KD 6.376 (6.191)] +2024-10-12 12:23:45,769 - Train: 26.67% [333650/1251000] [266.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002509] [CE 5.062 (4.846)] [KD 6.288 (6.122)] +2024-10-12 12:23:53,175 - Train: 26.67% [333700/1251000] [266.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002508] [CE 4.740 (4.767)] [KD 5.913 (6.029)] +2024-10-12 12:24:00,587 - Train: 26.68% [333750/1251000] [266.8/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002508] [CE 4.922 (4.805)] [KD 6.211 (6.077)] +2024-10-12 12:24:08,695 - Train: 26.68% [333800/1251000] [266.8/1000.0] [batch_t 0.150 (0.162)] [data_t 0.004] [optim_t 0.147] [lr 0.002508] [CE 5.075 (4.835)] [KD 6.148 (6.104)] +2024-10-12 12:24:16,131 - Train: 26.69% [333850/1251000] [266.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002508] [CE 4.795 (4.837)] [KD 6.628 (6.232)] +2024-10-12 12:24:23,891 - Train: 26.69% [333900/1251000] [266.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.002] [optim_t 0.146] [lr 0.002508] [CE 5.015 (4.826)] [KD 6.522 (6.314)] +2024-10-12 12:24:31,471 - Train: 26.69% [333950/1251000] [266.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.002508] [CE 5.007 (4.817)] [KD 6.016 (6.168)] +2024-10-12 12:24:38,998 - Train: 26.70% [334000/1251000] [267.0/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.002508] [CE 4.369 (4.769)] [KD 6.085 (6.094)] +2024-10-12 12:24:47,188 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 31326] [top5_cnt 42531] [top_all 50000] +2024-10-12 12:24:47,188 - net: 62.652 (85.062) +2024-10-12 12:24:52,987 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 34500] [top5_cnt 44433] [top_all 50000] +2024-10-12 12:24:52,988 - net_E: 69.000 (88.866) +2024-10-12 12:24:53,118 - Max [top1: 62.652 (epoch: 267)] [top1-ema: 69.046 (epoch: 265)] +2024-10-12 12:24:53,118 - ==> Total time: 14:37:44 Eta: 1 day, 16:09:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 12:25:00,486 - Train: 26.70% [334050/1251000] [267.0/1000.0] [batch_t 0.144 (0.159)] [data_t 0.003] [optim_t 0.142] [lr 0.002507] [CE 4.202 (4.785)] [KD 5.606 (5.975)] +2024-10-12 12:25:08,123 - Train: 26.71% [334100/1251000] [267.1/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.139] [lr 0.002507] [CE 4.976 (4.883)] [KD 5.970 (6.174)] +2024-10-12 12:25:15,594 - Train: 26.71% [334150/1251000] [267.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002507] [CE 5.141 (4.807)] [KD 6.031 (6.091)] +2024-10-12 12:25:23,098 - Train: 26.71% [334200/1251000] [267.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.002] [optim_t 0.145] [lr 0.002507] [CE 4.663 (4.808)] [KD 6.281 (6.126)] +2024-10-12 12:25:31,046 - Train: 26.72% [334250/1251000] [267.2/1000.0] [batch_t 0.145 (0.159)] [data_t 0.003] [optim_t 0.142] [lr 0.002507] [CE 4.499 (4.803)] [KD 5.763 (6.109)] +2024-10-12 12:25:38,553 - Train: 26.72% [334300/1251000] [267.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002507] [CE 4.304 (4.827)] [KD 6.032 (6.113)] +2024-10-12 12:25:46,164 - Train: 26.73% [334350/1251000] [267.3/1000.0] [batch_t 0.284 (0.152)] [data_t 0.003] [optim_t 0.282] [lr 0.002507] [CE 4.867 (4.751)] [KD 5.790 (6.096)] +2024-10-12 12:25:53,667 - Train: 26.73% [334400/1251000] [267.3/1000.0] [batch_t 0.154 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.002506] [CE 4.977 (4.796)] [KD 6.092 (6.124)] +2024-10-12 12:26:01,238 - Train: 26.73% [334450/1251000] [267.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002506] [CE 4.773 (4.796)] [KD 5.739 (6.107)] +2024-10-12 12:26:09,125 - Train: 26.74% [334500/1251000] [267.4/1000.0] [batch_t 0.145 (0.158)] [data_t 0.003] [optim_t 0.142] [lr 0.002506] [CE 4.596 (4.787)] [KD 6.462 (6.127)] +2024-10-12 12:26:16,637 - Train: 26.74% [334550/1251000] [267.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002506] [CE 5.180 (4.838)] [KD 6.529 (6.112)] +2024-10-12 12:26:24,049 - Train: 26.75% [334600/1251000] [267.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.002506] [CE 4.726 (4.778)] [KD 6.038 (6.048)] +2024-10-12 12:26:31,803 - Train: 26.75% [334650/1251000] [267.5/1000.0] [batch_t 0.139 (0.155)] [data_t 0.003] [optim_t 0.136] [lr 0.002506] [CE 5.025 (4.754)] [KD 5.989 (6.034)] +2024-10-12 12:26:39,497 - Train: 26.75% [334700/1251000] [267.5/1000.0] [batch_t 0.158 (0.154)] [data_t 0.003] [optim_t 0.155] [lr 0.002506] [CE 4.897 (4.707)] [KD 5.946 (6.025)] +2024-10-12 12:26:47,033 - Train: 26.76% [334750/1251000] [267.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002505] [CE 5.070 (4.848)] [KD 6.175 (6.062)] +2024-10-12 12:26:54,708 - Train: 26.76% [334800/1251000] [267.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.002505] [CE 5.282 (4.821)] [KD 6.350 (6.102)] +2024-10-12 12:27:02,099 - Train: 26.77% [334850/1251000] [267.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002505] [CE 5.112 (4.798)] [KD 6.403 (6.092)] +2024-10-12 12:27:09,562 - Train: 26.77% [334900/1251000] [267.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002505] [CE 4.966 (4.793)] [KD 6.193 (6.186)] +2024-10-12 12:27:17,220 - Train: 26.77% [334950/1251000] [267.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.002505] [CE 4.660 (4.817)] [KD 6.009 (6.136)] +2024-10-12 12:27:24,713 - Train: 26.78% [335000/1251000] [267.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.002505] [CE 4.794 (4.760)] [KD 6.168 (6.057)] +2024-10-12 12:27:32,341 - Train: 26.78% [335050/1251000] [267.8/1000.0] [batch_t 0.322 (0.152)] [data_t 0.004] [optim_t 0.318] [lr 0.002505] [CE 4.929 (4.746)] [KD 6.151 (6.137)] +2024-10-12 12:27:40,236 - Train: 26.79% [335100/1251000] [267.9/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.002504] [CE 4.713 (4.836)] [KD 5.930 (6.063)] +2024-10-12 12:27:47,591 - Train: 26.79% [335150/1251000] [267.9/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.002504] [CE 4.724 (4.793)] [KD 5.916 (6.020)] +2024-10-12 12:27:55,061 - Train: 26.79% [335200/1251000] [267.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.002] [optim_t 0.149] [lr 0.002504] [CE 4.625 (4.784)] [KD 6.082 (6.053)] +2024-10-12 12:28:02,649 - Train: 26.80% [335250/1251000] [268.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002504] [CE 4.529 (4.751)] [KD 6.402 (6.090)] +2024-10-12 12:28:11,052 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 30185] [top5_cnt 41721] [top_all 50000] +2024-10-12 12:28:11,052 - net: 60.370 (83.442) +2024-10-12 12:28:16,905 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 34471] [top5_cnt 44460] [top_all 50000] +2024-10-12 12:28:16,905 - net_E: 68.942 (88.920) +2024-10-12 12:28:17,049 - Max [top1: 62.652 (epoch: 267)] [top1-ema: 69.046 (epoch: 265)] +2024-10-12 12:28:17,049 - ==> Total time: 14:41:08 Eta: 1 day, 16:06:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 12:28:23,749 - Train: 26.80% [335300/1251000] [268.0/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.002504] [CE 5.383 (4.823)] [KD 6.488 (6.105)] +2024-10-12 12:28:31,283 - Train: 26.81% [335350/1251000] [268.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002504] [CE 4.899 (4.780)] [KD 5.624 (6.093)] +2024-10-12 12:28:39,204 - Train: 26.81% [335400/1251000] [268.1/1000.0] [batch_t 0.150 (0.158)] [data_t 0.003] [optim_t 0.147] [lr 0.002504] [CE 4.986 (4.832)] [KD 6.396 (6.073)] +2024-10-12 12:28:46,823 - Train: 26.81% [335450/1251000] [268.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.002504] [CE 4.829 (4.810)] [KD 5.833 (6.038)] +2024-10-12 12:28:54,177 - Train: 26.82% [335500/1251000] [268.2/1000.0] [batch_t 0.146 (0.147)] [data_t 0.003] [optim_t 0.143] [lr 0.002503] [CE 4.942 (4.822)] [KD 6.053 (6.114)] +2024-10-12 12:29:01,719 - Train: 26.82% [335550/1251000] [268.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.002503] [CE 4.126 (4.765)] [KD 5.740 (6.138)] +2024-10-12 12:29:09,270 - Train: 26.83% [335600/1251000] [268.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002503] [CE 4.506 (4.792)] [KD 5.589 (6.105)] +2024-10-12 12:29:16,820 - Train: 26.83% [335650/1251000] [268.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002503] [CE 4.816 (4.743)] [KD 6.151 (6.213)] +2024-10-12 12:29:24,549 - Train: 26.83% [335700/1251000] [268.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.002503] [CE 5.041 (4.723)] [KD 6.551 (6.194)] +2024-10-12 12:29:31,995 - Train: 26.84% [335750/1251000] [268.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002503] [CE 4.250 (4.740)] [KD 6.062 (6.118)] +2024-10-12 12:29:39,546 - Train: 26.84% [335800/1251000] [268.4/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002503] [CE 5.084 (4.849)] [KD 5.831 (6.112)] +2024-10-12 12:29:47,037 - Train: 26.85% [335850/1251000] [268.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002502] [CE 4.786 (4.770)] [KD 6.145 (6.100)] +2024-10-12 12:29:54,439 - Train: 26.85% [335900/1251000] [268.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002502] [CE 5.159 (4.710)] [KD 6.367 (6.023)] +2024-10-12 12:30:02,113 - Train: 26.85% [335950/1251000] [268.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002502] [CE 4.760 (4.829)] [KD 5.885 (6.183)] +2024-10-12 12:30:09,680 - Train: 26.86% [336000/1251000] [268.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002502] [CE 4.722 (4.784)] [KD 5.993 (6.085)] +2024-10-12 12:30:17,224 - Train: 26.86% [336050/1251000] [268.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002502] [CE 4.896 (4.767)] [KD 6.047 (6.076)] +2024-10-12 12:30:24,839 - Train: 26.87% [336100/1251000] [268.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002502] [CE 4.847 (4.706)] [KD 5.941 (6.073)] +2024-10-12 12:30:32,308 - Train: 26.87% [336150/1251000] [268.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002502] [CE 4.862 (4.726)] [KD 6.035 (6.142)] +2024-10-12 12:30:39,744 - Train: 26.87% [336200/1251000] [268.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002501] [CE 4.301 (4.808)] [KD 6.300 (6.140)] +2024-10-12 12:30:47,625 - Train: 26.88% [336250/1251000] [268.8/1000.0] [batch_t 0.255 (0.158)] [data_t 0.005] [optim_t 0.251] [lr 0.002501] [CE 4.420 (4.832)] [KD 5.846 (6.235)] +2024-10-12 12:30:55,042 - Train: 26.88% [336300/1251000] [268.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002501] [CE 4.761 (4.842)] [KD 5.800 (6.126)] +2024-10-12 12:31:02,617 - Train: 26.89% [336350/1251000] [268.9/1000.0] [batch_t 0.159 (0.151)] [data_t 0.004] [optim_t 0.154] [lr 0.002501] [CE 4.471 (4.781)] [KD 5.945 (6.073)] +2024-10-12 12:31:10,174 - Train: 26.89% [336400/1251000] [268.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002501] [CE 4.832 (4.765)] [KD 6.224 (6.139)] +2024-10-12 12:31:17,656 - Train: 26.89% [336450/1251000] [268.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.002501] [CE 5.220 (4.823)] [KD 6.066 (6.104)] +2024-10-12 12:31:25,285 - Train: 26.90% [336500/1251000] [269.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002501] [CE 4.335 (4.764)] [KD 5.983 (6.091)] +2024-10-12 12:31:33,855 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 29545] [top5_cnt 41276] [top_all 50000] +2024-10-12 12:31:33,856 - net: 59.090 (82.552) +2024-10-12 12:31:39,773 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 34473] [top5_cnt 44440] [top_all 50000] +2024-10-12 12:31:39,774 - net_E: 68.946 (88.880) +2024-10-12 12:31:39,918 - Max [top1: 62.652 (epoch: 267)] [top1-ema: 69.046 (epoch: 265)] +2024-10-12 12:31:39,918 - ==> Total time: 14:44:30 Eta: 1 day, 16:03:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 12:31:46,676 - Train: 26.90% [336550/1251000] [269.0/1000.0] [batch_t 0.148 (0.164)] [data_t 0.004] [optim_t 0.145] [lr 0.002500] [CE 4.970 (4.811)] [KD 5.983 (6.112)] +2024-10-12 12:31:54,223 - Train: 26.91% [336600/1251000] [269.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002500] [CE 5.057 (4.819)] [KD 6.029 (6.113)] +2024-10-12 12:32:01,680 - Train: 26.91% [336650/1251000] [269.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002500] [CE 4.958 (4.736)] [KD 6.230 (6.052)] +2024-10-12 12:32:09,589 - Train: 26.91% [336700/1251000] [269.1/1000.0] [batch_t 0.149 (0.158)] [data_t 0.008] [optim_t 0.142] [lr 0.002500] [CE 4.844 (4.767)] [KD 5.890 (6.073)] +2024-10-12 12:32:17,186 - Train: 26.92% [336750/1251000] [269.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002500] [CE 4.404 (4.761)] [KD 5.807 (6.048)] +2024-10-12 12:32:24,764 - Train: 26.92% [336800/1251000] [269.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002500] [CE 4.604 (4.801)] [KD 5.904 (6.109)] +2024-10-12 12:32:32,252 - Train: 26.93% [336850/1251000] [269.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.007] [optim_t 0.140] [lr 0.002500] [CE 5.214 (4.805)] [KD 6.331 (6.085)] +2024-10-12 12:32:39,990 - Train: 26.93% [336900/1251000] [269.3/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.002499] [CE 4.675 (4.782)] [KD 5.990 (6.106)] +2024-10-12 12:32:47,451 - Train: 26.93% [336950/1251000] [269.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002499] [CE 4.627 (4.791)] [KD 6.018 (6.136)] +2024-10-12 12:32:54,961 - Train: 26.94% [337000/1251000] [269.4/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.002499] [CE 5.145 (4.846)] [KD 5.931 (6.254)] +2024-10-12 12:33:02,726 - Train: 26.94% [337050/1251000] [269.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.002499] [CE 5.062 (4.842)] [KD 6.023 (6.105)] +2024-10-12 12:33:10,416 - Train: 26.95% [337100/1251000] [269.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.002499] [CE 4.588 (4.811)] [KD 6.048 (6.074)] +2024-10-12 12:33:17,821 - Train: 26.95% [337150/1251000] [269.5/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.139] [lr 0.002499] [CE 5.068 (4.780)] [KD 6.777 (6.138)] +2024-10-12 12:33:25,339 - Train: 26.95% [337200/1251000] [269.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002499] [CE 5.176 (4.739)] [KD 6.508 (6.141)] +2024-10-12 12:33:32,732 - Train: 26.96% [337250/1251000] [269.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002499] [CE 4.725 (4.816)] [KD 5.659 (6.110)] +2024-10-12 12:33:40,412 - Train: 26.96% [337300/1251000] [269.6/1000.0] [batch_t 0.163 (0.153)] [data_t 0.004] [optim_t 0.158] [lr 0.002498] [CE 4.669 (4.761)] [KD 6.046 (6.023)] +2024-10-12 12:33:48,166 - Train: 26.97% [337350/1251000] [269.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.002498] [CE 4.482 (4.726)] [KD 5.551 (6.172)] +2024-10-12 12:33:55,759 - Train: 26.97% [337400/1251000] [269.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002498] [CE 4.652 (4.725)] [KD 5.874 (6.079)] +2024-10-12 12:34:03,489 - Train: 26.97% [337450/1251000] [269.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002498] [CE 5.028 (4.773)] [KD 6.445 (6.054)] +2024-10-12 12:34:11,130 - Train: 26.98% [337500/1251000] [269.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.002498] [CE 4.485 (4.790)] [KD 5.983 (6.070)] +2024-10-12 12:34:18,793 - Train: 26.98% [337550/1251000] [269.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002498] [CE 4.857 (4.781)] [KD 6.114 (6.080)] +2024-10-12 12:34:26,245 - Train: 26.99% [337600/1251000] [269.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002498] [CE 4.934 (4.816)] [KD 6.157 (6.110)] +2024-10-12 12:34:33,797 - Train: 26.99% [337650/1251000] [269.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002497] [CE 4.580 (4.795)] [KD 5.866 (6.060)] +2024-10-12 12:34:41,311 - Train: 26.99% [337700/1251000] [269.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002497] [CE 4.803 (4.832)] [KD 6.279 (6.124)] +2024-10-12 12:34:49,034 - Train: 27.00% [337750/1251000] [270.0/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.002497] [CE 4.984 (4.827)] [KD 6.296 (6.112)] +2024-10-12 12:34:57,590 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 30745] [top5_cnt 42124] [top_all 50000] +2024-10-12 12:34:57,591 - net: 61.490 (84.248) +2024-10-12 12:35:03,399 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34493] [top5_cnt 44492] [top_all 50000] +2024-10-12 12:35:03,400 - net_E: 68.986 (88.984) +2024-10-12 12:35:03,546 - Max [top1: 62.652 (epoch: 267)] [top1-ema: 69.046 (epoch: 265)] +2024-10-12 12:35:03,547 - ==> Total time: 14:47:54 Eta: 1 day, 16:00:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 12:35:12,546 - Train: 27.00% [337800/1251000] [270.0/1000.0] [batch_t 0.151 (0.165)] [data_t 0.003] [optim_t 0.148] [lr 0.002497] [CE 4.397 (4.830)] [KD 6.018 (6.038)] +2024-10-12 12:35:20,243 - Train: 27.01% [337850/1251000] [270.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.002497] [CE 4.786 (4.752)] [KD 6.240 (6.103)] +2024-10-12 12:35:28,284 - Train: 27.01% [337900/1251000] [270.1/1000.0] [batch_t 0.149 (0.161)] [data_t 0.005] [optim_t 0.144] [lr 0.002497] [CE 4.718 (4.826)] [KD 5.922 (6.085)] +2024-10-12 12:35:35,930 - Train: 27.01% [337950/1251000] [270.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002497] [CE 4.414 (4.798)] [KD 5.922 (6.134)] +2024-10-12 12:35:43,674 - Train: 27.02% [338000/1251000] [270.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.006] [optim_t 0.144] [lr 0.002496] [CE 4.890 (4.802)] [KD 6.151 (6.111)] +2024-10-12 12:35:51,299 - Train: 27.02% [338050/1251000] [270.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002496] [CE 5.164 (4.765)] [KD 6.227 (6.045)] +2024-10-12 12:35:58,809 - Train: 27.03% [338100/1251000] [270.3/1000.0] [batch_t 0.159 (0.150)] [data_t 0.003] [optim_t 0.156] [lr 0.002496] [CE 4.516 (4.752)] [KD 5.922 (6.064)] +2024-10-12 12:36:06,457 - Train: 27.03% [338150/1251000] [270.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002496] [CE 5.116 (4.815)] [KD 6.342 (6.145)] +2024-10-12 12:36:14,321 - Train: 27.03% [338200/1251000] [270.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.009] [optim_t 0.141] [lr 0.002496] [CE 4.776 (4.818)] [KD 6.077 (6.109)] +2024-10-12 12:36:22,086 - Train: 27.04% [338250/1251000] [270.4/1000.0] [batch_t 0.257 (0.155)] [data_t 0.003] [optim_t 0.254] [lr 0.002496] [CE 5.088 (4.799)] [KD 6.433 (6.129)] +2024-10-12 12:36:29,840 - Train: 27.04% [338300/1251000] [270.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002496] [CE 4.888 (4.781)] [KD 6.356 (6.125)] +2024-10-12 12:36:37,434 - Train: 27.05% [338350/1251000] [270.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.002495] [CE 5.063 (4.809)] [KD 6.109 (6.186)] +2024-10-12 12:36:44,914 - Train: 27.05% [338400/1251000] [270.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002495] [CE 5.141 (4.777)] [KD 6.230 (6.040)] +2024-10-12 12:36:52,740 - Train: 27.05% [338450/1251000] [270.5/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.002495] [CE 4.383 (4.735)] [KD 5.853 (6.084)] +2024-10-12 12:37:00,196 - Train: 27.06% [338500/1251000] [270.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002495] [CE 4.305 (4.792)] [KD 5.943 (6.066)] +2024-10-12 12:37:07,900 - Train: 27.06% [338550/1251000] [270.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.002495] [CE 4.096 (4.803)] [KD 5.969 (6.135)] +2024-10-12 12:37:15,495 - Train: 27.07% [338600/1251000] [270.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002495] [CE 4.404 (4.851)] [KD 6.071 (6.104)] +2024-10-12 12:37:23,158 - Train: 27.07% [338650/1251000] [270.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002495] [CE 4.786 (4.763)] [KD 6.413 (6.153)] +2024-10-12 12:37:30,691 - Train: 27.07% [338700/1251000] [270.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.002494] [CE 5.226 (4.731)] [KD 6.628 (6.127)] +2024-10-12 12:37:38,515 - Train: 27.08% [338750/1251000] [270.8/1000.0] [batch_t 0.144 (0.156)] [data_t 0.003] [optim_t 0.142] [lr 0.002494] [CE 5.157 (4.839)] [KD 6.118 (6.143)] +2024-10-12 12:37:46,000 - Train: 27.08% [338800/1251000] [270.8/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.002494] [CE 4.980 (4.767)] [KD 6.119 (6.049)] +2024-10-12 12:37:53,726 - Train: 27.09% [338850/1251000] [270.9/1000.0] [batch_t 0.294 (0.154)] [data_t 0.004] [optim_t 0.291] [lr 0.002494] [CE 4.740 (4.803)] [KD 5.934 (6.077)] +2024-10-12 12:38:01,476 - Train: 27.09% [338900/1251000] [270.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002494] [CE 4.682 (4.742)] [KD 6.097 (6.040)] +2024-10-12 12:38:09,016 - Train: 27.09% [338950/1251000] [270.9/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.002494] [CE 4.843 (4.727)] [KD 6.242 (6.127)] +2024-10-12 12:38:16,496 - Train: 27.10% [339000/1251000] [271.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002494] [CE 4.848 (4.787)] [KD 5.905 (6.080)] +2024-10-12 12:38:25,586 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 30942] [top5_cnt 42169] [top_all 50000] +2024-10-12 12:38:25,586 - net: 61.884 (84.338) +2024-10-12 12:38:31,288 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 34534] [top5_cnt 44471] [top_all 50000] +2024-10-12 12:38:31,289 - net_E: 69.068 (88.942) +2024-10-12 12:38:31,434 - Max [top1: 62.652 (epoch: 267)] [top1-ema: 69.068 (epoch: 271)] +2024-10-12 12:38:31,435 - ==> Total time: 14:51:22 Eta: 1 day, 15:57:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 12:38:38,598 - Train: 27.10% [339050/1251000] [271.0/1000.0] [batch_t 0.154 (0.167)] [data_t 0.005] [optim_t 0.148] [lr 0.002493] [CE 5.463 (4.781)] [KD 6.338 (6.099)] +2024-10-12 12:38:46,162 - Train: 27.11% [339100/1251000] [271.1/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002493] [CE 4.629 (4.756)] [KD 5.894 (6.033)] +2024-10-12 12:38:53,721 - Train: 27.11% [339150/1251000] [271.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002493] [CE 4.832 (4.779)] [KD 6.098 (6.056)] +2024-10-12 12:39:01,153 - Train: 27.11% [339200/1251000] [271.1/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002493] [CE 5.117 (4.772)] [KD 6.253 (6.020)] +2024-10-12 12:39:08,602 - Train: 27.12% [339250/1251000] [271.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.002493] [CE 4.982 (4.762)] [KD 6.043 (6.108)] +2024-10-12 12:39:16,663 - Train: 27.12% [339300/1251000] [271.2/1000.0] [batch_t 0.152 (0.161)] [data_t 0.004] [optim_t 0.148] [lr 0.002493] [CE 4.449 (4.751)] [KD 5.781 (6.076)] +2024-10-12 12:39:24,256 - Train: 27.13% [339350/1251000] [271.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002493] [CE 5.113 (4.742)] [KD 6.118 (6.067)] +2024-10-12 12:39:31,677 - Train: 27.13% [339400/1251000] [271.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002492] [CE 4.481 (4.747)] [KD 5.669 (5.975)] +2024-10-12 12:39:39,210 - Train: 27.13% [339450/1251000] [271.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002492] [CE 4.472 (4.874)] [KD 5.774 (6.191)] +2024-10-12 12:39:46,590 - Train: 27.14% [339500/1251000] [271.4/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.139] [lr 0.002492] [CE 4.667 (4.808)] [KD 5.875 (6.150)] +2024-10-12 12:39:54,018 - Train: 27.14% [339550/1251000] [271.4/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002492] [CE 5.033 (4.756)] [KD 6.008 (6.190)] +2024-10-12 12:40:01,776 - Train: 27.15% [339600/1251000] [271.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.002492] [CE 4.234 (4.782)] [KD 5.698 (6.029)] +2024-10-12 12:40:09,401 - Train: 27.15% [339650/1251000] [271.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002492] [CE 4.480 (4.825)] [KD 5.790 (6.079)] +2024-10-12 12:40:17,099 - Train: 27.15% [339700/1251000] [271.5/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002492] [CE 4.366 (4.702)] [KD 6.046 (5.968)] +2024-10-12 12:40:24,841 - Train: 27.16% [339750/1251000] [271.6/1000.0] [batch_t 0.160 (0.155)] [data_t 0.003] [optim_t 0.157] [lr 0.002492] [CE 5.062 (4.694)] [KD 6.047 (6.086)] +2024-10-12 12:40:32,306 - Train: 27.16% [339800/1251000] [271.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002491] [CE 4.704 (4.826)] [KD 6.097 (6.059)] +2024-10-12 12:40:39,739 - Train: 27.17% [339850/1251000] [271.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002491] [CE 4.862 (4.802)] [KD 6.243 (6.116)] +2024-10-12 12:40:47,410 - Train: 27.17% [339900/1251000] [271.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002491] [CE 4.503 (4.802)] [KD 6.000 (6.199)] +2024-10-12 12:40:54,926 - Train: 27.17% [339950/1251000] [271.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002491] [CE 4.807 (4.789)] [KD 6.442 (6.092)] +2024-10-12 12:41:02,622 - Train: 27.18% [340000/1251000] [271.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.002491] [CE 4.889 (4.841)] [KD 6.319 (6.173)] +2024-10-12 12:41:10,119 - Train: 27.18% [340050/1251000] [271.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002491] [CE 4.992 (4.802)] [KD 6.383 (6.168)] +2024-10-12 12:41:17,539 - Train: 27.19% [340100/1251000] [271.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002491] [CE 4.902 (4.835)] [KD 6.120 (6.163)] +2024-10-12 12:41:25,438 - Train: 27.19% [340150/1251000] [271.9/1000.0] [batch_t 0.149 (0.158)] [data_t 0.006] [optim_t 0.143] [lr 0.002490] [CE 4.262 (4.872)] [KD 6.052 (6.149)] +2024-10-12 12:41:32,919 - Train: 27.19% [340200/1251000] [271.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002490] [CE 5.059 (4.786)] [KD 6.354 (6.043)] +2024-10-12 12:41:40,467 - Train: 27.20% [340250/1251000] [272.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002490] [CE 4.700 (4.751)] [KD 5.943 (5.990)] +2024-10-12 12:41:49,308 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 30244] [top5_cnt 41600] [top_all 50000] +2024-10-12 12:41:49,309 - net: 60.488 (83.200) +2024-10-12 12:41:55,129 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 34519] [top5_cnt 44502] [top_all 50000] +2024-10-12 12:41:55,129 - net_E: 69.038 (89.004) +2024-10-12 12:41:55,252 - Max [top1: 62.652 (epoch: 267)] [top1-ema: 69.068 (epoch: 271)] +2024-10-12 12:41:55,252 - ==> Total time: 14:54:46 Eta: 1 day, 15:54:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 12:42:01,472 - Train: 27.20% [340300/1251000] [272.0/1000.0] [batch_t 0.159 (0.171)] [data_t 0.005] [optim_t 0.154] [lr 0.002490] [CE 4.995 (4.761)] [KD 6.243 (6.121)] +2024-10-12 12:42:08,912 - Train: 27.21% [340350/1251000] [272.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002490] [CE 4.753 (4.866)] [KD 6.437 (6.188)] +2024-10-12 12:42:16,572 - Train: 27.21% [340400/1251000] [272.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002490] [CE 4.547 (4.726)] [KD 5.813 (6.106)] +2024-10-12 12:42:24,245 - Train: 27.21% [340450/1251000] [272.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002490] [CE 4.568 (4.816)] [KD 6.078 (6.083)] +2024-10-12 12:42:31,751 - Train: 27.22% [340500/1251000] [272.2/1000.0] [batch_t 0.143 (0.150)] [data_t 0.003] [optim_t 0.140] [lr 0.002489] [CE 4.541 (4.788)] [KD 5.929 (6.120)] +2024-10-12 12:42:39,498 - Train: 27.22% [340550/1251000] [272.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002489] [CE 4.296 (4.731)] [KD 6.067 (5.994)] +2024-10-12 12:42:46,965 - Train: 27.23% [340600/1251000] [272.3/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002489] [CE 4.870 (4.775)] [KD 6.081 (6.057)] +2024-10-12 12:42:54,345 - Train: 27.23% [340650/1251000] [272.3/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.002489] [CE 5.238 (4.730)] [KD 6.372 (6.082)] +2024-10-12 12:43:02,226 - Train: 27.23% [340700/1251000] [272.3/1000.0] [batch_t 0.149 (0.158)] [data_t 0.006] [optim_t 0.143] [lr 0.002489] [CE 4.328 (4.729)] [KD 5.980 (6.076)] +2024-10-12 12:43:09,898 - Train: 27.24% [340750/1251000] [272.4/1000.0] [batch_t 0.259 (0.153)] [data_t 0.003] [optim_t 0.256] [lr 0.002489] [CE 4.473 (4.699)] [KD 6.132 (5.945)] +2024-10-12 12:43:17,362 - Train: 27.24% [340800/1251000] [272.4/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002489] [CE 4.996 (4.804)] [KD 5.899 (6.008)] +2024-10-12 12:43:24,779 - Train: 27.25% [340850/1251000] [272.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002488] [CE 5.065 (4.762)] [KD 6.272 (6.101)] +2024-10-12 12:43:32,184 - Train: 27.25% [340900/1251000] [272.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002488] [CE 4.666 (4.816)] [KD 5.906 (6.133)] +2024-10-12 12:43:39,788 - Train: 27.25% [340950/1251000] [272.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.002488] [CE 4.857 (4.811)] [KD 5.905 (6.015)] +2024-10-12 12:43:47,638 - Train: 27.26% [341000/1251000] [272.6/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.002488] [CE 5.296 (4.798)] [KD 6.308 (6.019)] +2024-10-12 12:43:55,167 - Train: 27.26% [341050/1251000] [272.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002488] [CE 4.709 (4.799)] [KD 6.123 (6.078)] +2024-10-12 12:44:02,730 - Train: 27.27% [341100/1251000] [272.7/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.002488] [CE 4.772 (4.820)] [KD 6.352 (6.175)] +2024-10-12 12:44:10,290 - Train: 27.27% [341150/1251000] [272.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002488] [CE 4.775 (4.781)] [KD 6.539 (6.152)] +2024-10-12 12:44:17,683 - Train: 27.27% [341200/1251000] [272.7/1000.0] [batch_t 0.156 (0.148)] [data_t 0.005] [optim_t 0.152] [lr 0.002487] [CE 5.293 (4.769)] [KD 6.003 (6.062)] +2024-10-12 12:44:25,145 - Train: 27.28% [341250/1251000] [272.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002487] [CE 4.755 (4.743)] [KD 6.136 (6.102)] +2024-10-12 12:44:32,709 - Train: 27.28% [341300/1251000] [272.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002487] [CE 4.793 (4.847)] [KD 5.908 (6.206)] +2024-10-12 12:44:40,219 - Train: 27.29% [341350/1251000] [272.9/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.002487] [CE 4.797 (4.743)] [KD 6.183 (6.092)] +2024-10-12 12:44:47,842 - Train: 27.29% [341400/1251000] [272.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002487] [CE 5.069 (4.838)] [KD 6.318 (6.131)] +2024-10-12 12:44:55,242 - Train: 27.29% [341450/1251000] [272.9/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.002487] [CE 4.634 (4.795)] [KD 6.101 (6.102)] +2024-10-12 12:45:02,757 - Train: 27.30% [341500/1251000] [273.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002487] [CE 4.980 (4.793)] [KD 6.759 (6.126)] +2024-10-12 12:45:12,039 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 30892] [top5_cnt 42105] [top_all 50000] +2024-10-12 12:45:12,039 - net: 61.784 (84.210) +2024-10-12 12:45:18,024 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 34515] [top5_cnt 44476] [top_all 50000] +2024-10-12 12:45:18,025 - net_E: 69.030 (88.952) +2024-10-12 12:45:18,159 - Max [top1: 62.652 (epoch: 267)] [top1-ema: 69.068 (epoch: 271)] +2024-10-12 12:45:18,160 - ==> Total time: 14:58:09 Eta: 1 day, 15:51:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 12:45:24,355 - Train: 27.30% [341550/1251000] [273.0/1000.0] [batch_t 0.148 (0.180)] [data_t 0.006] [optim_t 0.142] [lr 0.002486] [CE 5.146 (4.815)] [KD 6.115 (6.093)] +2024-10-12 12:45:31,736 - Train: 27.31% [341600/1251000] [273.1/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.002486] [CE 4.794 (4.782)] [KD 6.304 (5.982)] +2024-10-12 12:45:39,263 - Train: 27.31% [341650/1251000] [273.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002486] [CE 4.661 (4.772)] [KD 5.599 (6.118)] +2024-10-12 12:45:46,689 - Train: 27.31% [341700/1251000] [273.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.002486] [CE 4.844 (4.777)] [KD 6.025 (5.983)] +2024-10-12 12:45:54,131 - Train: 27.32% [341750/1251000] [273.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.002486] [CE 4.671 (4.792)] [KD 5.788 (6.024)] +2024-10-12 12:46:01,814 - Train: 27.32% [341800/1251000] [273.2/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.002486] [CE 4.391 (4.808)] [KD 5.692 (6.082)] +2024-10-12 12:46:09,534 - Train: 27.33% [341850/1251000] [273.3/1000.0] [batch_t 0.143 (0.154)] [data_t 0.005] [optim_t 0.138] [lr 0.002486] [CE 4.820 (4.783)] [KD 6.140 (6.066)] +2024-10-12 12:46:17,167 - Train: 27.33% [341900/1251000] [273.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002485] [CE 5.109 (4.782)] [KD 6.385 (6.122)] +2024-10-12 12:46:24,904 - Train: 27.33% [341950/1251000] [273.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.002485] [CE 4.450 (4.769)] [KD 5.600 (6.097)] +2024-10-12 12:46:32,598 - Train: 27.34% [342000/1251000] [273.4/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.002485] [CE 4.913 (4.738)] [KD 6.466 (6.110)] +2024-10-12 12:46:40,154 - Train: 27.34% [342050/1251000] [273.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002485] [CE 4.961 (4.771)] [KD 6.007 (6.153)] +2024-10-12 12:46:47,962 - Train: 27.35% [342100/1251000] [273.5/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.002485] [CE 5.027 (4.813)] [KD 6.106 (6.088)] +2024-10-12 12:46:55,526 - Train: 27.35% [342150/1251000] [273.5/1000.0] [batch_t 0.163 (0.151)] [data_t 0.003] [optim_t 0.161] [lr 0.002485] [CE 4.449 (4.778)] [KD 5.923 (6.021)] +2024-10-12 12:47:03,076 - Train: 27.35% [342200/1251000] [273.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002485] [CE 5.037 (4.815)] [KD 6.125 (6.107)] +2024-10-12 12:47:10,761 - Train: 27.36% [342250/1251000] [273.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002484] [CE 4.667 (4.832)] [KD 5.789 (6.230)] +2024-10-12 12:47:18,270 - Train: 27.36% [342300/1251000] [273.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002484] [CE 4.736 (4.833)] [KD 6.166 (6.174)] +2024-10-12 12:47:26,027 - Train: 27.37% [342350/1251000] [273.7/1000.0] [batch_t 0.146 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.002484] [CE 4.758 (4.785)] [KD 6.163 (6.160)] +2024-10-12 12:47:33,735 - Train: 27.37% [342400/1251000] [273.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002484] [CE 5.098 (4.795)] [KD 6.242 (6.114)] +2024-10-12 12:47:41,200 - Train: 27.37% [342450/1251000] [273.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002484] [CE 4.658 (4.737)] [KD 5.897 (6.114)] +2024-10-12 12:47:48,855 - Train: 27.38% [342500/1251000] [273.8/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.002484] [CE 4.680 (4.780)] [KD 5.780 (6.167)] +2024-10-12 12:47:56,267 - Train: 27.38% [342550/1251000] [273.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002484] [CE 5.329 (4.779)] [KD 6.603 (6.078)] +2024-10-12 12:48:03,793 - Train: 27.39% [342600/1251000] [273.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002483] [CE 5.098 (4.760)] [KD 5.777 (6.073)] +2024-10-12 12:48:11,646 - Train: 27.39% [342650/1251000] [273.9/1000.0] [batch_t 0.146 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.002483] [CE 4.214 (4.812)] [KD 5.913 (6.086)] +2024-10-12 12:48:19,251 - Train: 27.39% [342700/1251000] [273.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002483] [CE 4.734 (4.783)] [KD 5.928 (6.098)] +2024-10-12 12:48:26,747 - Train: 27.40% [342750/1251000] [274.0/1000.0] [batch_t 0.155 (0.150)] [data_t 0.006] [optim_t 0.148] [lr 0.002483] [CE 4.169 (4.764)] [KD 5.704 (6.022)] +2024-10-12 12:48:36,065 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 30849] [top5_cnt 42147] [top_all 50000] +2024-10-12 12:48:36,065 - net: 61.698 (84.294) +2024-10-12 12:48:42,173 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.111)] [top1_cnt 34519] [top5_cnt 44483] [top_all 50000] +2024-10-12 12:48:42,174 - net_E: 69.038 (88.966) +2024-10-12 12:48:42,329 - Max [top1: 62.652 (epoch: 267)] [top1-ema: 69.068 (epoch: 271)] +2024-10-12 12:48:42,329 - ==> Total time: 15:01:33 Eta: 1 day, 15:48:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 12:48:48,147 - Train: 27.40% [342800/1251000] [274.0/1000.0] [batch_t 0.152 (0.164)] [data_t 0.007] [optim_t 0.145] [lr 0.002483] [CE 4.884 (4.858)] [KD 6.131 (6.198)] +2024-10-12 12:48:55,749 - Train: 27.41% [342850/1251000] [274.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002483] [CE 4.609 (4.785)] [KD 6.013 (6.005)] +2024-10-12 12:49:03,337 - Train: 27.41% [342900/1251000] [274.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002483] [CE 5.092 (4.729)] [KD 5.905 (6.002)] +2024-10-12 12:49:10,922 - Train: 27.41% [342950/1251000] [274.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002482] [CE 4.865 (4.856)] [KD 6.277 (6.066)] +2024-10-12 12:49:18,623 - Train: 27.42% [343000/1251000] [274.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002482] [CE 4.863 (4.820)] [KD 5.946 (6.087)] +2024-10-12 12:49:26,148 - Train: 27.42% [343050/1251000] [274.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002482] [CE 4.730 (4.776)] [KD 6.008 (6.078)] +2024-10-12 12:49:33,720 - Train: 27.43% [343100/1251000] [274.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002482] [CE 4.887 (4.783)] [KD 6.148 (6.106)] +2024-10-12 12:49:41,237 - Train: 27.43% [343150/1251000] [274.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002482] [CE 5.038 (4.726)] [KD 6.573 (6.163)] +2024-10-12 12:49:48,664 - Train: 27.43% [343200/1251000] [274.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002482] [CE 4.859 (4.801)] [KD 6.538 (6.123)] +2024-10-12 12:49:56,193 - Train: 27.44% [343250/1251000] [274.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002482] [CE 4.968 (4.853)] [KD 5.980 (6.174)] +2024-10-12 12:50:03,749 - Train: 27.44% [343300/1251000] [274.4/1000.0] [batch_t 0.160 (0.151)] [data_t 0.006] [optim_t 0.154] [lr 0.002481] [CE 4.439 (4.824)] [KD 6.021 (6.159)] +2024-10-12 12:50:11,317 - Train: 27.45% [343350/1251000] [274.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002481] [CE 4.693 (4.808)] [KD 5.667 (6.057)] +2024-10-12 12:50:19,021 - Train: 27.45% [343400/1251000] [274.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.008] [optim_t 0.145] [lr 0.002481] [CE 4.533 (4.783)] [KD 5.937 (6.072)] +2024-10-12 12:50:26,708 - Train: 27.45% [343450/1251000] [274.5/1000.0] [batch_t 0.272 (0.154)] [data_t 0.005] [optim_t 0.267] [lr 0.002481] [CE 5.122 (4.817)] [KD 6.187 (6.095)] +2024-10-12 12:50:34,288 - Train: 27.46% [343500/1251000] [274.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002481] [CE 4.941 (4.781)] [KD 6.193 (6.061)] +2024-10-12 12:50:41,802 - Train: 27.46% [343550/1251000] [274.6/1000.0] [batch_t 0.157 (0.150)] [data_t 0.005] [optim_t 0.152] [lr 0.002481] [CE 4.759 (4.743)] [KD 6.111 (6.077)] +2024-10-12 12:50:49,232 - Train: 27.47% [343600/1251000] [274.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.002481] [CE 4.842 (4.774)] [KD 6.295 (6.042)] +2024-10-12 12:50:56,773 - Train: 27.47% [343650/1251000] [274.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002480] [CE 5.096 (4.864)] [KD 6.003 (6.124)] +2024-10-12 12:51:04,425 - Train: 27.47% [343700/1251000] [274.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.002480] [CE 4.842 (4.730)] [KD 6.105 (6.059)] +2024-10-12 12:51:12,229 - Train: 27.48% [343750/1251000] [274.8/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.002480] [CE 4.749 (4.738)] [KD 6.082 (6.050)] +2024-10-12 12:51:19,679 - Train: 27.48% [343800/1251000] [274.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002480] [CE 4.779 (4.743)] [KD 6.373 (6.074)] +2024-10-12 12:51:27,270 - Train: 27.49% [343850/1251000] [274.9/1000.0] [batch_t 0.155 (0.152)] [data_t 0.006] [optim_t 0.149] [lr 0.002480] [CE 4.626 (4.809)] [KD 6.215 (6.235)] +2024-10-12 12:51:34,975 - Train: 27.49% [343900/1251000] [274.9/1000.0] [batch_t 0.144 (0.154)] [data_t 0.005] [optim_t 0.139] [lr 0.002480] [CE 4.862 (4.761)] [KD 6.146 (6.156)] +2024-10-12 12:51:42,516 - Train: 27.49% [343950/1251000] [274.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002480] [CE 4.736 (4.774)] [KD 6.162 (6.049)] +2024-10-12 12:51:50,071 - Train: 27.50% [344000/1251000] [275.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002480] [CE 4.386 (4.809)] [KD 5.675 (6.060)] +2024-10-12 12:51:59,524 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 29938] [top5_cnt 41639] [top_all 50000] +2024-10-12 12:51:59,525 - net: 59.876 (83.278) +2024-10-12 12:52:05,324 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34544] [top5_cnt 44459] [top_all 50000] +2024-10-12 12:52:05,325 - net_E: 69.088 (88.918) +2024-10-12 12:52:05,478 - Max [top1: 62.652 (epoch: 267)] [top1-ema: 69.088 (epoch: 275)] +2024-10-12 12:52:05,478 - ==> Total time: 15:04:56 Eta: 1 day, 15:45:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 12:52:11,926 - Train: 27.50% [344050/1251000] [275.0/1000.0] [batch_t 0.147 (0.164)] [data_t 0.005] [optim_t 0.142] [lr 0.002479] [CE 4.856 (4.794)] [KD 5.916 (6.010)] +2024-10-12 12:52:19,350 - Train: 27.51% [344100/1251000] [275.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002479] [CE 4.573 (4.732)] [KD 6.224 (6.052)] +2024-10-12 12:52:27,044 - Train: 27.51% [344150/1251000] [275.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.002479] [CE 4.645 (4.817)] [KD 5.788 (6.126)] +2024-10-12 12:52:34,675 - Train: 27.51% [344200/1251000] [275.1/1000.0] [batch_t 0.157 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.002479] [CE 4.724 (4.825)] [KD 5.994 (6.064)] +2024-10-12 12:52:42,378 - Train: 27.52% [344250/1251000] [275.2/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.002479] [CE 5.150 (4.815)] [KD 6.107 (6.116)] +2024-10-12 12:52:50,110 - Train: 27.52% [344300/1251000] [275.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002479] [CE 5.057 (4.764)] [KD 6.543 (6.123)] +2024-10-12 12:52:57,730 - Train: 27.53% [344350/1251000] [275.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.002479] [CE 4.856 (4.760)] [KD 5.874 (6.022)] +2024-10-12 12:53:05,197 - Train: 27.53% [344400/1251000] [275.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002478] [CE 4.924 (4.816)] [KD 5.974 (6.074)] +2024-10-12 12:53:12,715 - Train: 27.53% [344450/1251000] [275.3/1000.0] [batch_t 0.153 (0.150)] [data_t 0.003] [optim_t 0.150] [lr 0.002478] [CE 4.987 (4.764)] [KD 6.142 (5.990)] +2024-10-12 12:53:20,597 - Train: 27.54% [344500/1251000] [275.4/1000.0] [batch_t 0.146 (0.158)] [data_t 0.005] [optim_t 0.141] [lr 0.002478] [CE 5.063 (4.779)] [KD 6.099 (6.107)] +2024-10-12 12:53:28,106 - Train: 27.54% [344550/1251000] [275.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.002478] [CE 5.077 (4.773)] [KD 6.318 (6.046)] +2024-10-12 12:53:35,528 - Train: 27.55% [344600/1251000] [275.5/1000.0] [batch_t 0.156 (0.148)] [data_t 0.007] [optim_t 0.149] [lr 0.002478] [CE 4.843 (4.753)] [KD 6.041 (6.004)] +2024-10-12 12:53:42,912 - Train: 27.55% [344650/1251000] [275.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002478] [CE 5.154 (4.770)] [KD 6.111 (6.084)] +2024-10-12 12:53:50,712 - Train: 27.55% [344700/1251000] [275.5/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.002478] [CE 4.967 (4.809)] [KD 6.558 (6.218)] +2024-10-12 12:53:58,223 - Train: 27.56% [344750/1251000] [275.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002477] [CE 4.644 (4.816)] [KD 5.830 (6.068)] +2024-10-12 12:54:05,954 - Train: 27.56% [344800/1251000] [275.6/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.002477] [CE 4.614 (4.700)] [KD 5.953 (5.988)] +2024-10-12 12:54:13,413 - Train: 27.57% [344850/1251000] [275.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002477] [CE 5.128 (4.867)] [KD 5.963 (6.121)] +2024-10-12 12:54:21,004 - Train: 27.57% [344900/1251000] [275.7/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.002477] [CE 3.916 (4.793)] [KD 5.465 (6.064)] +2024-10-12 12:54:28,577 - Train: 27.57% [344950/1251000] [275.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002477] [CE 4.715 (4.696)] [KD 5.767 (6.037)] +2024-10-12 12:54:36,091 - Train: 27.58% [345000/1251000] [275.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002477] [CE 4.773 (4.808)] [KD 5.979 (6.124)] +2024-10-12 12:54:43,553 - Train: 27.58% [345050/1251000] [275.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.002477] [CE 4.653 (4.773)] [KD 6.263 (6.235)] +2024-10-12 12:54:51,352 - Train: 27.59% [345100/1251000] [275.9/1000.0] [batch_t 0.260 (0.156)] [data_t 0.005] [optim_t 0.255] [lr 0.002476] [CE 5.007 (4.816)] [KD 5.952 (6.157)] +2024-10-12 12:54:58,932 - Train: 27.59% [345150/1251000] [275.9/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.002476] [CE 4.931 (4.740)] [KD 6.315 (6.076)] +2024-10-12 12:55:06,583 - Train: 27.59% [345200/1251000] [275.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002476] [CE 4.514 (4.810)] [KD 5.835 (6.095)] +2024-10-12 12:55:13,997 - Train: 27.60% [345250/1251000] [276.0/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002476] [CE 4.809 (4.763)] [KD 6.225 (6.100)] +2024-10-12 12:55:23,709 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.111)] [top1_cnt 30945] [top5_cnt 42319] [top_all 50000] +2024-10-12 12:55:23,709 - net: 61.890 (84.638) +2024-10-12 12:55:29,699 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 34530] [top5_cnt 44444] [top_all 50000] +2024-10-12 12:55:29,700 - net_E: 69.060 (88.888) +2024-10-12 12:55:29,809 - Max [top1: 62.652 (epoch: 267)] [top1-ema: 69.088 (epoch: 275)] +2024-10-12 12:55:29,810 - ==> Total time: 15:08:20 Eta: 1 day, 15:42:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 12:55:35,323 - Train: 27.60% [345300/1251000] [276.0/1000.0] [batch_t 0.148 (0.165)] [data_t 0.006] [optim_t 0.142] [lr 0.002476] [CE 5.117 (4.726)] [KD 6.129 (5.884)] +2024-10-12 12:55:43,024 - Train: 27.61% [345350/1251000] [276.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.002476] [CE 4.738 (4.726)] [KD 6.320 (6.033)] +2024-10-12 12:55:50,604 - Train: 27.61% [345400/1251000] [276.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002476] [CE 5.030 (4.827)] [KD 6.250 (6.123)] +2024-10-12 12:55:58,439 - Train: 27.61% [345450/1251000] [276.1/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.002475] [CE 4.600 (4.705)] [KD 5.655 (6.061)] +2024-10-12 12:56:06,014 - Train: 27.62% [345500/1251000] [276.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002475] [CE 4.889 (4.718)] [KD 5.950 (6.075)] +2024-10-12 12:56:13,597 - Train: 27.62% [345550/1251000] [276.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002475] [CE 4.912 (4.850)] [KD 6.064 (6.160)] +2024-10-12 12:56:21,227 - Train: 27.63% [345600/1251000] [276.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002475] [CE 4.657 (4.802)] [KD 5.623 (6.071)] +2024-10-12 12:56:28,701 - Train: 27.63% [345650/1251000] [276.3/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.002475] [CE 4.809 (4.702)] [KD 5.968 (6.052)] +2024-10-12 12:56:36,130 - Train: 27.63% [345700/1251000] [276.3/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.002475] [CE 4.782 (4.726)] [KD 6.244 (6.021)] +2024-10-12 12:56:43,734 - Train: 27.64% [345750/1251000] [276.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002475] [CE 4.900 (4.789)] [KD 6.324 (6.105)] +2024-10-12 12:56:51,243 - Train: 27.64% [345800/1251000] [276.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002474] [CE 4.622 (4.807)] [KD 6.156 (6.181)] +2024-10-12 12:56:59,073 - Train: 27.65% [345850/1251000] [276.5/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002474] [CE 4.837 (4.722)] [KD 6.040 (6.048)] +2024-10-12 12:57:06,845 - Train: 27.65% [345900/1251000] [276.5/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.002474] [CE 4.672 (4.725)] [KD 5.880 (6.029)] +2024-10-12 12:57:14,316 - Train: 27.65% [345950/1251000] [276.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002474] [CE 4.591 (4.806)] [KD 5.946 (6.033)] +2024-10-12 12:57:21,743 - Train: 27.66% [346000/1251000] [276.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.140] [lr 0.002474] [CE 4.393 (4.824)] [KD 6.071 (6.086)] +2024-10-12 12:57:29,493 - Train: 27.66% [346050/1251000] [276.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.002474] [CE 4.929 (4.848)] [KD 5.937 (6.187)] +2024-10-12 12:57:36,913 - Train: 27.67% [346100/1251000] [276.7/1000.0] [batch_t 0.155 (0.148)] [data_t 0.005] [optim_t 0.149] [lr 0.002474] [CE 4.776 (4.781)] [KD 5.974 (6.134)] +2024-10-12 12:57:44,449 - Train: 27.67% [346150/1251000] [276.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002473] [CE 4.750 (4.793)] [KD 6.060 (6.080)] +2024-10-12 12:57:52,001 - Train: 27.67% [346200/1251000] [276.7/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.002473] [CE 4.608 (4.759)] [KD 6.206 (6.031)] +2024-10-12 12:57:59,743 - Train: 27.68% [346250/1251000] [276.8/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.002473] [CE 4.545 (4.786)] [KD 6.143 (6.077)] +2024-10-12 12:58:07,546 - Train: 27.68% [346300/1251000] [276.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.002473] [CE 4.970 (4.728)] [KD 6.173 (6.080)] +2024-10-12 12:58:15,066 - Train: 27.69% [346350/1251000] [276.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002473] [CE 4.778 (4.787)] [KD 5.965 (6.051)] +2024-10-12 12:58:22,496 - Train: 27.69% [346400/1251000] [276.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002473] [CE 5.381 (4.816)] [KD 6.166 (6.073)] +2024-10-12 12:58:30,038 - Train: 27.69% [346450/1251000] [276.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.002473] [CE 4.746 (4.753)] [KD 6.032 (6.041)] +2024-10-12 12:58:37,460 - Train: 27.70% [346500/1251000] [277.0/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.002472] [CE 4.291 (4.799)] [KD 5.858 (6.083)] +2024-10-12 12:58:47,291 - Test (net): 100.00% [50/50] [batch_t 0.105 (0.110)] [top1_cnt 31053] [top5_cnt 42364] [top_all 50000] +2024-10-12 12:58:47,291 - net: 62.106 (84.728) +2024-10-12 12:58:53,049 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 34507] [top5_cnt 44440] [top_all 50000] +2024-10-12 12:58:53,049 - net_E: 69.014 (88.880) +2024-10-12 12:58:53,289 - Max [top1: 62.652 (epoch: 267)] [top1-ema: 69.088 (epoch: 275)] +2024-10-12 12:58:53,290 - ==> Total time: 15:11:44 Eta: 1 day, 15:39:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 12:58:58,614 - Train: 27.70% [346550/1251000] [277.0/1000.0] [batch_t 0.148 (0.170)] [data_t 0.005] [optim_t 0.143] [lr 0.002472] [CE 4.567 (4.834)] [KD 6.255 (5.944)] +2024-10-12 12:59:06,341 - Train: 27.71% [346600/1251000] [277.1/1000.0] [batch_t 0.158 (0.154)] [data_t 0.004] [optim_t 0.154] [lr 0.002472] [CE 4.995 (4.791)] [KD 5.821 (6.068)] +2024-10-12 12:59:14,223 - Train: 27.71% [346650/1251000] [277.1/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.002472] [CE 5.491 (4.789)] [KD 6.178 (6.184)] +2024-10-12 12:59:21,779 - Train: 27.71% [346700/1251000] [277.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.002472] [CE 5.109 (4.803)] [KD 6.369 (6.175)] +2024-10-12 12:59:29,237 - Train: 27.72% [346750/1251000] [277.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002472] [CE 4.916 (4.740)] [KD 6.298 (6.113)] +2024-10-12 12:59:36,768 - Train: 27.72% [346800/1251000] [277.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002472] [CE 4.987 (4.813)] [KD 5.926 (6.008)] +2024-10-12 12:59:44,367 - Train: 27.73% [346850/1251000] [277.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002471] [CE 4.886 (4.803)] [KD 6.255 (6.095)] +2024-10-12 12:59:51,820 - Train: 27.73% [346900/1251000] [277.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.002471] [CE 4.623 (4.816)] [KD 5.973 (6.008)] +2024-10-12 12:59:59,526 - Train: 27.73% [346950/1251000] [277.3/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.002471] [CE 5.266 (4.785)] [KD 6.202 (6.040)] +2024-10-12 13:00:07,183 - Train: 27.74% [347000/1251000] [277.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002471] [CE 4.759 (4.836)] [KD 6.183 (6.136)] +2024-10-12 13:00:14,924 - Train: 27.74% [347050/1251000] [277.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.002471] [CE 4.515 (4.707)] [KD 5.850 (6.001)] +2024-10-12 13:00:22,837 - Train: 27.75% [347100/1251000] [277.5/1000.0] [batch_t 0.162 (0.158)] [data_t 0.004] [optim_t 0.159] [lr 0.002471] [CE 4.511 (4.757)] [KD 6.053 (6.050)] +2024-10-12 13:00:30,316 - Train: 27.75% [347150/1251000] [277.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.007] [optim_t 0.141] [lr 0.002471] [CE 4.678 (4.755)] [KD 5.949 (6.034)] +2024-10-12 13:00:37,774 - Train: 27.75% [347200/1251000] [277.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002470] [CE 4.922 (4.805)] [KD 6.403 (6.077)] +2024-10-12 13:00:45,210 - Train: 27.76% [347250/1251000] [277.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002470] [CE 4.454 (4.750)] [KD 6.112 (6.053)] +2024-10-12 13:00:52,750 - Train: 27.76% [347300/1251000] [277.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002470] [CE 4.934 (4.749)] [KD 5.987 (6.026)] +2024-10-12 13:01:00,323 - Train: 27.77% [347350/1251000] [277.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002470] [CE 5.340 (4.824)] [KD 6.111 (6.224)] +2024-10-12 13:01:07,896 - Train: 27.77% [347400/1251000] [277.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002470] [CE 4.626 (4.887)] [KD 6.024 (6.183)] +2024-10-12 13:01:15,610 - Train: 27.77% [347450/1251000] [277.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.002470] [CE 5.248 (4.861)] [KD 6.125 (6.195)] +2024-10-12 13:01:23,272 - Train: 27.78% [347500/1251000] [277.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.002470] [CE 4.840 (4.886)] [KD 6.271 (6.186)] +2024-10-12 13:01:30,772 - Train: 27.78% [347550/1251000] [277.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002469] [CE 5.097 (4.800)] [KD 6.431 (6.148)] +2024-10-12 13:01:38,160 - Train: 27.79% [347600/1251000] [277.9/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.002469] [CE 5.023 (4.804)] [KD 6.137 (6.104)] +2024-10-12 13:01:45,571 - Train: 27.79% [347650/1251000] [277.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.002469] [CE 4.630 (4.802)] [KD 6.086 (6.055)] +2024-10-12 13:01:53,098 - Train: 27.79% [347700/1251000] [277.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002469] [CE 4.768 (4.750)] [KD 6.117 (6.063)] +2024-10-12 13:02:00,507 - Train: 27.80% [347750/1251000] [278.0/1000.0] [batch_t 0.151 (0.148)] [data_t 0.007] [optim_t 0.144] [lr 0.002469] [CE 5.293 (4.731)] [KD 6.333 (5.980)] +2024-10-12 13:02:10,442 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 31434] [top5_cnt 42670] [top_all 50000] +2024-10-12 13:02:10,443 - net: 62.868 (85.340) +2024-10-12 13:02:16,167 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 34513] [top5_cnt 44439] [top_all 50000] +2024-10-12 13:02:16,167 - net_E: 69.026 (88.878) +2024-10-12 13:02:16,299 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.088 (epoch: 275)] +2024-10-12 13:02:16,299 - ==> Total time: 15:15:07 Eta: 1 day, 15:36:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 13:02:22,560 - Train: 27.80% [347800/1251000] [278.0/1000.0] [batch_t 0.147 (0.174)] [data_t 0.006] [optim_t 0.141] [lr 0.002469] [CE 4.789 (4.800)] [KD 5.713 (6.024)] +2024-10-12 13:02:30,144 - Train: 27.81% [347850/1251000] [278.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.002469] [CE 4.737 (4.756)] [KD 5.871 (6.005)] +2024-10-12 13:02:38,119 - Train: 27.81% [347900/1251000] [278.1/1000.0] [batch_t 0.150 (0.159)] [data_t 0.005] [optim_t 0.145] [lr 0.002468] [CE 4.328 (4.769)] [KD 5.694 (6.060)] +2024-10-12 13:02:45,574 - Train: 27.81% [347950/1251000] [278.1/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002468] [CE 4.650 (4.768)] [KD 6.031 (6.011)] +2024-10-12 13:02:53,005 - Train: 27.82% [348000/1251000] [278.2/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.002468] [CE 4.357 (4.760)] [KD 6.003 (6.141)] +2024-10-12 13:03:00,463 - Train: 27.82% [348050/1251000] [278.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002468] [CE 4.858 (4.821)] [KD 6.096 (6.037)] +2024-10-12 13:03:08,094 - Train: 27.83% [348100/1251000] [278.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002468] [CE 4.794 (4.756)] [KD 5.846 (6.073)] +2024-10-12 13:03:15,768 - Train: 27.83% [348150/1251000] [278.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002468] [CE 4.741 (4.760)] [KD 5.896 (6.039)] +2024-10-12 13:03:23,456 - Train: 27.83% [348200/1251000] [278.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.002468] [CE 5.223 (4.802)] [KD 6.304 (6.039)] +2024-10-12 13:03:30,997 - Train: 27.84% [348250/1251000] [278.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002467] [CE 4.871 (4.763)] [KD 5.801 (5.985)] +2024-10-12 13:03:38,496 - Train: 27.84% [348300/1251000] [278.4/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.002467] [CE 4.950 (4.762)] [KD 6.155 (6.069)] +2024-10-12 13:03:45,909 - Train: 27.85% [348350/1251000] [278.5/1000.0] [batch_t 0.154 (0.148)] [data_t 0.004] [optim_t 0.150] [lr 0.002467] [CE 4.530 (4.753)] [KD 5.996 (6.057)] +2024-10-12 13:03:53,292 - Train: 27.85% [348400/1251000] [278.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002467] [CE 5.287 (4.778)] [KD 6.608 (6.110)] +2024-10-12 13:04:00,961 - Train: 27.85% [348450/1251000] [278.5/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.002467] [CE 4.976 (4.831)] [KD 6.347 (6.193)] +2024-10-12 13:04:08,359 - Train: 27.86% [348500/1251000] [278.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002467] [CE 4.980 (4.735)] [KD 6.134 (6.150)] +2024-10-12 13:04:16,016 - Train: 27.86% [348550/1251000] [278.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.002467] [CE 4.966 (4.784)] [KD 6.385 (6.110)] +2024-10-12 13:04:23,393 - Train: 27.87% [348600/1251000] [278.7/1000.0] [batch_t 0.149 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.002466] [CE 4.706 (4.754)] [KD 5.681 (6.074)] +2024-10-12 13:04:31,102 - Train: 27.87% [348650/1251000] [278.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002466] [CE 5.083 (4.769)] [KD 6.109 (5.997)] +2024-10-12 13:04:38,736 - Train: 27.87% [348700/1251000] [278.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002466] [CE 4.966 (4.763)] [KD 6.467 (5.971)] +2024-10-12 13:04:46,501 - Train: 27.88% [348750/1251000] [278.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.002466] [CE 4.008 (4.761)] [KD 5.677 (6.013)] +2024-10-12 13:04:53,893 - Train: 27.88% [348800/1251000] [278.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002466] [CE 4.578 (4.778)] [KD 5.803 (6.101)] +2024-10-12 13:05:01,339 - Train: 27.89% [348850/1251000] [278.9/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.002466] [CE 5.325 (4.838)] [KD 6.349 (6.106)] +2024-10-12 13:05:08,818 - Train: 27.89% [348900/1251000] [278.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002466] [CE 4.757 (4.778)] [KD 6.263 (6.088)] +2024-10-12 13:05:16,350 - Train: 27.89% [348950/1251000] [278.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.007] [optim_t 0.140] [lr 0.002465] [CE 4.350 (4.788)] [KD 5.919 (6.107)] +2024-10-12 13:05:24,153 - Train: 27.90% [349000/1251000] [279.0/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.002465] [CE 4.327 (4.771)] [KD 5.671 (5.978)] +2024-10-12 13:05:34,259 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 29995] [top5_cnt 41589] [top_all 50000] +2024-10-12 13:05:34,259 - net: 59.990 (83.178) +2024-10-12 13:05:40,298 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34501] [top5_cnt 44436] [top_all 50000] +2024-10-12 13:05:40,298 - net_E: 69.002 (88.872) +2024-10-12 13:05:40,439 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.088 (epoch: 275)] +2024-10-12 13:05:40,439 - ==> Total time: 15:18:31 Eta: 1 day, 15:33:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 13:05:46,217 - Train: 27.90% [349050/1251000] [279.0/1000.0] [batch_t 0.148 (0.182)] [data_t 0.005] [optim_t 0.143] [lr 0.002465] [CE 4.632 (4.782)] [KD 6.094 (6.140)] +2024-10-12 13:05:53,745 - Train: 27.91% [349100/1251000] [279.1/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002465] [CE 4.705 (4.685)] [KD 6.051 (5.992)] +2024-10-12 13:06:01,156 - Train: 27.91% [349150/1251000] [279.1/1000.0] [batch_t 0.150 (0.148)] [data_t 0.003] [optim_t 0.147] [lr 0.002465] [CE 4.718 (4.819)] [KD 5.798 (6.030)] +2024-10-12 13:06:08,598 - Train: 27.91% [349200/1251000] [279.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002465] [CE 5.077 (4.817)] [KD 6.048 (6.005)] +2024-10-12 13:06:16,130 - Train: 27.92% [349250/1251000] [279.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002465] [CE 5.399 (4.755)] [KD 6.634 (6.016)] +2024-10-12 13:06:23,813 - Train: 27.92% [349300/1251000] [279.2/1000.0] [batch_t 0.166 (0.154)] [data_t 0.006] [optim_t 0.160] [lr 0.002464] [CE 5.229 (4.726)] [KD 6.164 (5.979)] +2024-10-12 13:06:31,515 - Train: 27.93% [349350/1251000] [279.3/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.002464] [CE 4.667 (4.819)] [KD 6.046 (6.019)] +2024-10-12 13:06:39,465 - Train: 27.93% [349400/1251000] [279.3/1000.0] [batch_t 0.152 (0.159)] [data_t 0.006] [optim_t 0.146] [lr 0.002464] [CE 4.859 (4.756)] [KD 5.946 (6.107)] +2024-10-12 13:06:46,903 - Train: 27.93% [349450/1251000] [279.3/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.002464] [CE 4.995 (4.736)] [KD 6.165 (6.076)] +2024-10-12 13:06:54,311 - Train: 27.94% [349500/1251000] [279.4/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.002464] [CE 4.889 (4.777)] [KD 6.006 (6.071)] +2024-10-12 13:07:01,813 - Train: 27.94% [349550/1251000] [279.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002464] [CE 4.857 (4.745)] [KD 6.157 (6.059)] +2024-10-12 13:07:09,513 - Train: 27.95% [349600/1251000] [279.5/1000.0] [batch_t 0.160 (0.154)] [data_t 0.004] [optim_t 0.156] [lr 0.002464] [CE 4.774 (4.684)] [KD 6.138 (6.010)] +2024-10-12 13:07:17,237 - Train: 27.95% [349650/1251000] [279.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002463] [CE 4.614 (4.841)] [KD 6.051 (6.043)] +2024-10-12 13:07:24,800 - Train: 27.95% [349700/1251000] [279.5/1000.0] [batch_t 0.157 (0.151)] [data_t 0.003] [optim_t 0.155] [lr 0.002463] [CE 4.695 (4.774)] [KD 5.823 (6.169)] +2024-10-12 13:07:32,205 - Train: 27.96% [349750/1251000] [279.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002463] [CE 4.522 (4.789)] [KD 6.258 (6.175)] +2024-10-12 13:07:39,905 - Train: 27.96% [349800/1251000] [279.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002463] [CE 5.131 (4.844)] [KD 6.381 (6.158)] +2024-10-12 13:07:47,453 - Train: 27.97% [349850/1251000] [279.7/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.002463] [CE 5.200 (4.851)] [KD 6.421 (6.136)] +2024-10-12 13:07:54,971 - Train: 27.97% [349900/1251000] [279.7/1000.0] [batch_t 0.158 (0.150)] [data_t 0.003] [optim_t 0.155] [lr 0.002463] [CE 4.817 (4.751)] [KD 6.578 (6.109)] +2024-10-12 13:08:02,650 - Train: 27.97% [349950/1251000] [279.7/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.002463] [CE 4.632 (4.784)] [KD 6.120 (6.162)] +2024-10-12 13:08:10,422 - Train: 27.98% [350000/1251000] [279.8/1000.0] [batch_t 0.145 (0.155)] [data_t 0.003] [optim_t 0.142] [lr 0.002462] [CE 5.068 (4.839)] [KD 6.159 (6.267)] +2024-10-12 13:08:17,889 - Train: 27.98% [350050/1251000] [279.8/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.151] [lr 0.002462] [CE 4.474 (4.798)] [KD 5.692 (6.189)] +2024-10-12 13:08:25,732 - Train: 27.99% [350100/1251000] [279.9/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.002462] [CE 4.857 (4.761)] [KD 6.305 (6.081)] +2024-10-12 13:08:33,543 - Train: 27.99% [350150/1251000] [279.9/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.002462] [CE 4.816 (4.853)] [KD 6.410 (6.147)] +2024-10-12 13:08:41,104 - Train: 27.99% [350200/1251000] [279.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002462] [CE 4.626 (4.861)] [KD 6.052 (6.190)] +2024-10-12 13:08:48,751 - Train: 28.00% [350250/1251000] [280.0/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.002462] [CE 5.099 (4.803)] [KD 6.153 (6.211)] +2024-10-12 13:08:59,039 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.110)] [top1_cnt 30131] [top5_cnt 41662] [top_all 50000] +2024-10-12 13:08:59,039 - net: 60.262 (83.324) +2024-10-12 13:09:04,951 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 34523] [top5_cnt 44429] [top_all 50000] +2024-10-12 13:09:04,952 - net_E: 69.046 (88.858) +2024-10-12 13:09:05,090 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.088 (epoch: 275)] +2024-10-12 13:09:05,091 - ==> Total time: 15:21:56 Eta: 1 day, 15:30:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 13:09:10,235 - Train: 28.00% [350300/1251000] [280.0/1000.0] [batch_t 0.146 (0.189)] [data_t 0.005] [optim_t 0.141] [lr 0.002462] [CE 4.495 (4.729)] [KD 6.130 (6.092)] +2024-10-12 13:09:17,621 - Train: 28.01% [350350/1251000] [280.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002461] [CE 4.808 (4.846)] [KD 5.905 (6.059)] +2024-10-12 13:09:25,393 - Train: 28.01% [350400/1251000] [280.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.002461] [CE 5.187 (4.795)] [KD 6.156 (6.076)] +2024-10-12 13:09:33,054 - Train: 28.01% [350450/1251000] [280.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002461] [CE 5.074 (4.799)] [KD 6.042 (6.132)] +2024-10-12 13:09:40,495 - Train: 28.02% [350500/1251000] [280.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002461] [CE 5.030 (4.810)] [KD 6.195 (6.047)] +2024-10-12 13:09:48,208 - Train: 28.02% [350550/1251000] [280.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.002461] [CE 4.776 (4.823)] [KD 5.783 (6.105)] +2024-10-12 13:09:55,637 - Train: 28.03% [350600/1251000] [280.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002461] [CE 4.759 (4.825)] [KD 6.331 (6.098)] +2024-10-12 13:10:03,343 - Train: 28.03% [350650/1251000] [280.3/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.002461] [CE 5.176 (4.785)] [KD 6.439 (6.109)] +2024-10-12 13:10:11,026 - Train: 28.03% [350700/1251000] [280.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.002460] [CE 4.629 (4.788)] [KD 5.965 (6.078)] +2024-10-12 13:10:18,617 - Train: 28.04% [350750/1251000] [280.4/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.002460] [CE 4.623 (4.741)] [KD 6.210 (5.983)] +2024-10-12 13:10:26,167 - Train: 28.04% [350800/1251000] [280.4/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002460] [CE 4.831 (4.838)] [KD 5.980 (6.054)] +2024-10-12 13:10:33,836 - Train: 28.05% [350850/1251000] [280.5/1000.0] [batch_t 0.158 (0.153)] [data_t 0.003] [optim_t 0.155] [lr 0.002460] [CE 5.135 (4.681)] [KD 6.201 (5.913)] +2024-10-12 13:10:41,367 - Train: 28.05% [350900/1251000] [280.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002460] [CE 4.527 (4.792)] [KD 5.770 (5.995)] +2024-10-12 13:10:49,155 - Train: 28.05% [350950/1251000] [280.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.007] [optim_t 0.142] [lr 0.002460] [CE 4.470 (4.877)] [KD 5.958 (6.060)] +2024-10-12 13:10:56,812 - Train: 28.06% [351000/1251000] [280.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.006] [optim_t 0.145] [lr 0.002460] [CE 4.788 (4.846)] [KD 6.197 (6.133)] +2024-10-12 13:11:04,268 - Train: 28.06% [351050/1251000] [280.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002459] [CE 4.897 (4.796)] [KD 5.644 (6.086)] +2024-10-12 13:11:11,938 - Train: 28.07% [351100/1251000] [280.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002459] [CE 4.533 (4.763)] [KD 5.965 (6.114)] +2024-10-12 13:11:19,324 - Train: 28.07% [351150/1251000] [280.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.002459] [CE 5.290 (4.841)] [KD 6.379 (6.105)] +2024-10-12 13:11:26,725 - Train: 28.07% [351200/1251000] [280.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002459] [CE 4.504 (4.838)] [KD 5.840 (6.205)] +2024-10-12 13:11:34,352 - Train: 28.08% [351250/1251000] [280.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002459] [CE 4.438 (4.846)] [KD 5.851 (5.989)] +2024-10-12 13:11:41,894 - Train: 28.08% [351300/1251000] [280.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002459] [CE 5.062 (4.826)] [KD 6.245 (6.081)] +2024-10-12 13:11:49,442 - Train: 28.09% [351350/1251000] [280.9/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.002458] [CE 4.865 (4.857)] [KD 6.206 (6.096)] +2024-10-12 13:11:57,218 - Train: 28.09% [351400/1251000] [280.9/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002458] [CE 4.589 (4.764)] [KD 5.785 (6.118)] +2024-10-12 13:12:04,774 - Train: 28.09% [351450/1251000] [280.9/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.002458] [CE 4.780 (4.765)] [KD 6.069 (6.056)] +2024-10-12 13:12:12,354 - Train: 28.10% [351500/1251000] [281.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002458] [CE 4.240 (4.820)] [KD 5.733 (6.092)] +2024-10-12 13:12:22,955 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 30139] [top5_cnt 41494] [top_all 50000] +2024-10-12 13:12:22,956 - net: 60.278 (82.988) +2024-10-12 13:12:28,724 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34481] [top5_cnt 44425] [top_all 50000] +2024-10-12 13:12:28,725 - net_E: 68.962 (88.850) +2024-10-12 13:12:28,850 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.088 (epoch: 275)] +2024-10-12 13:12:28,851 - ==> Total time: 15:25:19 Eta: 1 day, 15:27:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 13:12:33,685 - Train: 28.10% [351550/1251000] [281.0/1000.0] [batch_t 0.155 (0.182)] [data_t 0.005] [optim_t 0.150] [lr 0.002458] [CE 4.339 (4.767)] [KD 5.757 (6.041)] +2024-10-12 13:12:41,139 - Train: 28.11% [351600/1251000] [281.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.008] [optim_t 0.143] [lr 0.002458] [CE 5.000 (4.759)] [KD 5.923 (5.929)] +2024-10-12 13:12:48,550 - Train: 28.11% [351650/1251000] [281.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002458] [CE 4.417 (4.756)] [KD 5.891 (5.999)] +2024-10-12 13:12:56,224 - Train: 28.11% [351700/1251000] [281.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002457] [CE 4.913 (4.891)] [KD 5.826 (6.113)] +2024-10-12 13:13:03,771 - Train: 28.12% [351750/1251000] [281.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002457] [CE 4.881 (4.839)] [KD 6.050 (6.093)] +2024-10-12 13:13:11,405 - Train: 28.12% [351800/1251000] [281.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002457] [CE 4.622 (4.814)] [KD 6.192 (6.111)] +2024-10-12 13:13:18,916 - Train: 28.13% [351850/1251000] [281.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002457] [CE 4.849 (4.787)] [KD 6.231 (6.068)] +2024-10-12 13:13:26,437 - Train: 28.13% [351900/1251000] [281.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002457] [CE 4.680 (4.815)] [KD 6.097 (6.132)] +2024-10-12 13:13:34,057 - Train: 28.13% [351950/1251000] [281.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002457] [CE 5.137 (4.851)] [KD 6.116 (6.026)] +2024-10-12 13:13:41,437 - Train: 28.14% [352000/1251000] [281.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.002457] [CE 5.221 (4.853)] [KD 6.636 (6.156)] +2024-10-12 13:13:49,000 - Train: 28.14% [352050/1251000] [281.4/1000.0] [batch_t 0.157 (0.151)] [data_t 0.006] [optim_t 0.151] [lr 0.002456] [CE 5.035 (4.860)] [KD 6.086 (6.055)] +2024-10-12 13:13:56,593 - Train: 28.15% [352100/1251000] [281.5/1000.0] [batch_t 0.252 (0.152)] [data_t 0.004] [optim_t 0.248] [lr 0.002456] [CE 4.987 (4.798)] [KD 6.200 (6.020)] +2024-10-12 13:14:04,218 - Train: 28.15% [352150/1251000] [281.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002456] [CE 5.010 (4.737)] [KD 5.997 (6.023)] +2024-10-12 13:14:11,637 - Train: 28.15% [352200/1251000] [281.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.002456] [CE 4.716 (4.812)] [KD 6.068 (6.004)] +2024-10-12 13:14:19,090 - Train: 28.16% [352250/1251000] [281.6/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002456] [CE 4.723 (4.798)] [KD 6.254 (6.055)] +2024-10-12 13:14:26,443 - Train: 28.16% [352300/1251000] [281.6/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.002456] [CE 4.670 (4.851)] [KD 5.673 (6.025)] +2024-10-12 13:14:34,049 - Train: 28.17% [352350/1251000] [281.7/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.002456] [CE 4.914 (4.789)] [KD 6.428 (6.088)] +2024-10-12 13:14:41,757 - Train: 28.17% [352400/1251000] [281.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002455] [CE 4.636 (4.744)] [KD 6.105 (6.177)] +2024-10-12 13:14:49,275 - Train: 28.17% [352450/1251000] [281.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002455] [CE 4.858 (4.766)] [KD 5.769 (5.981)] +2024-10-12 13:14:56,695 - Train: 28.18% [352500/1251000] [281.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002455] [CE 4.693 (4.806)] [KD 6.152 (6.073)] +2024-10-12 13:15:04,133 - Train: 28.18% [352550/1251000] [281.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.007] [optim_t 0.142] [lr 0.002455] [CE 4.849 (4.786)] [KD 5.858 (6.011)] +2024-10-12 13:15:11,854 - Train: 28.19% [352600/1251000] [281.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002455] [CE 4.556 (4.794)] [KD 5.956 (6.112)] +2024-10-12 13:15:19,302 - Train: 28.19% [352650/1251000] [281.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002455] [CE 4.429 (4.833)] [KD 5.876 (6.159)] +2024-10-12 13:15:26,989 - Train: 28.19% [352700/1251000] [281.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002455] [CE 4.934 (4.862)] [KD 5.919 (6.117)] +2024-10-12 13:15:34,603 - Train: 28.20% [352750/1251000] [282.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002454] [CE 4.954 (4.855)] [KD 6.674 (6.137)] +2024-10-12 13:15:44,917 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 29096] [top5_cnt 40775] [top_all 50000] +2024-10-12 13:15:44,917 - net: 58.192 (81.550) +2024-10-12 13:15:50,774 - Test (net_E): 100.00% [50/50] [batch_t 0.048 (0.107)] [top1_cnt 34462] [top5_cnt 44448] [top_all 50000] +2024-10-12 13:15:50,774 - net_E: 68.924 (88.896) +2024-10-12 13:15:50,898 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.088 (epoch: 275)] +2024-10-12 13:15:50,899 - ==> Total time: 15:28:41 Eta: 1 day, 15:24:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 13:15:55,524 - Train: 28.20% [352800/1251000] [282.0/1000.0] [batch_t 0.146 (0.179)] [data_t 0.004] [optim_t 0.141] [lr 0.002454] [CE 4.879 (4.737)] [KD 6.211 (6.149)] +2024-10-12 13:16:02,996 - Train: 28.21% [352850/1251000] [282.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002454] [CE 4.465 (4.746)] [KD 5.852 (6.018)] +2024-10-12 13:16:10,425 - Train: 28.21% [352900/1251000] [282.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002454] [CE 4.810 (4.849)] [KD 6.266 (6.058)] +2024-10-12 13:16:17,976 - Train: 28.21% [352950/1251000] [282.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002454] [CE 5.112 (4.751)] [KD 6.346 (6.094)] +2024-10-12 13:16:25,687 - Train: 28.22% [353000/1251000] [282.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.007] [optim_t 0.146] [lr 0.002454] [CE 4.797 (4.780)] [KD 6.197 (6.157)] +2024-10-12 13:16:33,334 - Train: 28.22% [353050/1251000] [282.2/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.002454] [CE 5.289 (4.819)] [KD 6.382 (6.087)] +2024-10-12 13:16:40,888 - Train: 28.23% [353100/1251000] [282.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002453] [CE 4.716 (4.803)] [KD 5.989 (6.078)] +2024-10-12 13:16:48,466 - Train: 28.23% [353150/1251000] [282.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002453] [CE 4.959 (4.826)] [KD 6.497 (6.075)] +2024-10-12 13:16:56,012 - Train: 28.23% [353200/1251000] [282.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002453] [CE 4.535 (4.815)] [KD 5.875 (6.144)] +2024-10-12 13:17:03,597 - Train: 28.24% [353250/1251000] [282.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.002453] [CE 4.651 (4.691)] [KD 6.103 (6.117)] +2024-10-12 13:17:11,128 - Train: 28.24% [353300/1251000] [282.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002453] [CE 4.909 (4.759)] [KD 5.760 (6.069)] +2024-10-12 13:17:18,503 - Train: 28.25% [353350/1251000] [282.5/1000.0] [batch_t 0.145 (0.147)] [data_t 0.004] [optim_t 0.140] [lr 0.002453] [CE 4.882 (4.775)] [KD 6.430 (6.095)] +2024-10-12 13:17:26,147 - Train: 28.25% [353400/1251000] [282.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002453] [CE 4.677 (4.792)] [KD 5.853 (6.161)] +2024-10-12 13:17:33,640 - Train: 28.25% [353450/1251000] [282.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002452] [CE 4.492 (4.780)] [KD 6.497 (6.042)] +2024-10-12 13:17:41,365 - Train: 28.26% [353500/1251000] [282.6/1000.0] [batch_t 0.264 (0.154)] [data_t 0.005] [optim_t 0.259] [lr 0.002452] [CE 4.689 (4.782)] [KD 5.921 (6.078)] +2024-10-12 13:17:48,767 - Train: 28.26% [353550/1251000] [282.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.006] [optim_t 0.139] [lr 0.002452] [CE 4.918 (4.800)] [KD 6.085 (6.135)] +2024-10-12 13:17:56,391 - Train: 28.27% [353600/1251000] [282.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002452] [CE 4.739 (4.810)] [KD 5.981 (6.115)] +2024-10-12 13:18:03,839 - Train: 28.27% [353650/1251000] [282.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002452] [CE 4.702 (4.808)] [KD 6.415 (6.058)] +2024-10-12 13:18:11,276 - Train: 28.27% [353700/1251000] [282.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002452] [CE 4.851 (4.804)] [KD 6.353 (6.094)] +2024-10-12 13:18:19,045 - Train: 28.28% [353750/1251000] [282.8/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.002452] [CE 4.679 (4.815)] [KD 5.993 (6.137)] +2024-10-12 13:18:26,558 - Train: 28.28% [353800/1251000] [282.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002451] [CE 5.017 (4.796)] [KD 5.886 (6.028)] +2024-10-12 13:18:34,030 - Train: 28.29% [353850/1251000] [282.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002451] [CE 4.679 (4.781)] [KD 5.980 (6.122)] +2024-10-12 13:18:41,667 - Train: 28.29% [353900/1251000] [282.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002451] [CE 4.509 (4.790)] [KD 5.774 (6.034)] +2024-10-12 13:18:49,098 - Train: 28.29% [353950/1251000] [282.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002451] [CE 4.934 (4.808)] [KD 6.014 (6.007)] +2024-10-12 13:18:56,606 - Train: 28.30% [354000/1251000] [283.0/1000.0] [batch_t 0.155 (0.150)] [data_t 0.005] [optim_t 0.151] [lr 0.002451] [CE 5.242 (4.760)] [KD 5.982 (6.004)] +2024-10-12 13:19:07,234 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 31156] [top5_cnt 42483] [top_all 50000] +2024-10-12 13:19:07,235 - net: 62.312 (84.966) +2024-10-12 13:19:12,954 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 34432] [top5_cnt 44451] [top_all 50000] +2024-10-12 13:19:12,955 - net_E: 68.864 (88.902) +2024-10-12 13:19:13,090 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.088 (epoch: 275)] +2024-10-12 13:19:13,090 - ==> Total time: 15:32:04 Eta: 1 day, 15:21:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 13:19:17,355 - Train: 28.30% [354050/1251000] [283.0/1000.0] [batch_t 0.146 (0.171)] [data_t 0.004] [optim_t 0.142] [lr 0.002451] [CE 5.065 (4.756)] [KD 6.167 (5.967)] +2024-10-12 13:19:25,074 - Train: 28.31% [354100/1251000] [283.1/1000.0] [batch_t 0.142 (0.154)] [data_t 0.004] [optim_t 0.138] [lr 0.002451] [CE 4.540 (4.769)] [KD 5.965 (6.035)] +2024-10-12 13:19:32,528 - Train: 28.31% [354150/1251000] [283.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002450] [CE 4.652 (4.752)] [KD 5.898 (6.074)] +2024-10-12 13:19:40,331 - Train: 28.31% [354200/1251000] [283.1/1000.0] [batch_t 0.158 (0.156)] [data_t 0.003] [optim_t 0.154] [lr 0.002450] [CE 4.601 (4.802)] [KD 5.980 (6.022)] +2024-10-12 13:19:47,904 - Train: 28.32% [354250/1251000] [283.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002450] [CE 4.707 (4.668)] [KD 5.717 (5.961)] +2024-10-12 13:19:55,347 - Train: 28.32% [354300/1251000] [283.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002450] [CE 4.452 (4.747)] [KD 5.834 (6.028)] +2024-10-12 13:20:02,837 - Train: 28.33% [354350/1251000] [283.3/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.002450] [CE 4.903 (4.745)] [KD 6.587 (6.033)] +2024-10-12 13:20:10,513 - Train: 28.33% [354400/1251000] [283.3/1000.0] [batch_t 0.314 (0.153)] [data_t 0.006] [optim_t 0.308] [lr 0.002450] [CE 5.059 (4.844)] [KD 6.415 (6.058)] +2024-10-12 13:20:18,381 - Train: 28.33% [354450/1251000] [283.3/1000.0] [batch_t 0.144 (0.157)] [data_t 0.004] [optim_t 0.139] [lr 0.002450] [CE 4.198 (4.790)] [KD 6.082 (6.024)] +2024-10-12 13:20:25,848 - Train: 28.34% [354500/1251000] [283.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002449] [CE 5.072 (4.715)] [KD 6.335 (5.952)] +2024-10-12 13:20:33,557 - Train: 28.34% [354550/1251000] [283.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002449] [CE 4.061 (4.767)] [KD 5.558 (6.025)] +2024-10-12 13:20:40,996 - Train: 28.35% [354600/1251000] [283.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002449] [CE 5.283 (4.899)] [KD 6.094 (6.083)] +2024-10-12 13:20:48,554 - Train: 28.35% [354650/1251000] [283.5/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.002449] [CE 4.787 (4.759)] [KD 6.014 (5.986)] +2024-10-12 13:20:56,212 - Train: 28.35% [354700/1251000] [283.5/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.002449] [CE 5.349 (4.848)] [KD 6.296 (6.119)] +2024-10-12 13:21:03,853 - Train: 28.36% [354750/1251000] [283.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.002449] [CE 4.938 (4.810)] [KD 6.353 (6.092)] +2024-10-12 13:21:11,377 - Train: 28.36% [354800/1251000] [283.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002449] [CE 4.509 (4.761)] [KD 5.863 (6.046)] +2024-10-12 13:21:19,079 - Train: 28.37% [354850/1251000] [283.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.002448] [CE 4.945 (4.800)] [KD 6.220 (6.060)] +2024-10-12 13:21:26,615 - Train: 28.37% [354900/1251000] [283.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002448] [CE 4.996 (4.835)] [KD 6.092 (6.213)] +2024-10-12 13:21:34,290 - Train: 28.37% [354950/1251000] [283.7/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.002448] [CE 4.846 (4.759)] [KD 5.925 (6.071)] +2024-10-12 13:21:41,733 - Train: 28.38% [355000/1251000] [283.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.002448] [CE 4.469 (4.820)] [KD 6.181 (6.067)] +2024-10-12 13:21:49,448 - Train: 28.38% [355050/1251000] [283.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.002448] [CE 4.705 (4.698)] [KD 6.279 (5.982)] +2024-10-12 13:21:57,088 - Train: 28.39% [355100/1251000] [283.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.002448] [CE 4.236 (4.774)] [KD 5.844 (6.125)] +2024-10-12 13:22:04,553 - Train: 28.39% [355150/1251000] [283.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002448] [CE 4.670 (4.856)] [KD 6.132 (6.130)] +2024-10-12 13:22:11,974 - Train: 28.39% [355200/1251000] [283.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.002447] [CE 4.786 (4.760)] [KD 5.600 (6.000)] +2024-10-12 13:22:19,553 - Train: 28.40% [355250/1251000] [284.0/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.002447] [CE 5.369 (4.811)] [KD 6.358 (6.014)] +2024-10-12 13:22:30,431 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 30758] [top5_cnt 42030] [top_all 50000] +2024-10-12 13:22:30,432 - net: 61.516 (84.060) +2024-10-12 13:22:36,159 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 34473] [top5_cnt 44469] [top_all 50000] +2024-10-12 13:22:36,159 - net_E: 68.946 (88.938) +2024-10-12 13:22:36,318 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.088 (epoch: 275)] +2024-10-12 13:22:36,319 - ==> Total time: 15:35:27 Eta: 1 day, 15:18:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 13:22:41,340 - Train: 28.40% [355300/1251000] [284.0/1000.0] [batch_t 0.147 (0.196)] [data_t 0.006] [optim_t 0.141] [lr 0.002447] [CE 4.684 (4.805)] [KD 5.914 (6.032)] +2024-10-12 13:22:48,895 - Train: 28.41% [355350/1251000] [284.1/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.002447] [CE 4.637 (4.752)] [KD 5.885 (6.065)] +2024-10-12 13:22:56,285 - Train: 28.41% [355400/1251000] [284.1/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.002447] [CE 4.635 (4.778)] [KD 5.836 (6.066)] +2024-10-12 13:23:03,695 - Train: 28.41% [355450/1251000] [284.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002447] [CE 5.068 (4.789)] [KD 6.172 (6.042)] +2024-10-12 13:23:11,374 - Train: 28.42% [355500/1251000] [284.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.002446] [CE 4.739 (4.834)] [KD 5.720 (6.056)] +2024-10-12 13:23:18,876 - Train: 28.42% [355550/1251000] [284.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002446] [CE 5.308 (4.671)] [KD 5.858 (6.000)] +2024-10-12 13:23:26,317 - Train: 28.43% [355600/1251000] [284.3/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002446] [CE 5.144 (4.759)] [KD 6.166 (6.108)] +2024-10-12 13:23:33,699 - Train: 28.43% [355650/1251000] [284.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002446] [CE 4.360 (4.780)] [KD 5.804 (6.069)] +2024-10-12 13:23:41,489 - Train: 28.43% [355700/1251000] [284.3/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.002446] [CE 5.067 (4.784)] [KD 6.193 (6.110)] +2024-10-12 13:23:48,958 - Train: 28.44% [355750/1251000] [284.4/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.002446] [CE 4.638 (4.768)] [KD 6.028 (6.071)] +2024-10-12 13:23:56,470 - Train: 28.44% [355800/1251000] [284.4/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.002446] [CE 4.614 (4.792)] [KD 6.009 (6.123)] +2024-10-12 13:24:03,973 - Train: 28.45% [355850/1251000] [284.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002445] [CE 4.966 (4.822)] [KD 6.174 (6.075)] +2024-10-12 13:24:11,547 - Train: 28.45% [355900/1251000] [284.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002445] [CE 4.722 (4.816)] [KD 5.750 (6.091)] +2024-10-12 13:24:19,017 - Train: 28.45% [355950/1251000] [284.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002445] [CE 4.626 (4.830)] [KD 5.798 (6.092)] +2024-10-12 13:24:26,420 - Train: 28.46% [356000/1251000] [284.6/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.002445] [CE 4.465 (4.808)] [KD 6.259 (6.097)] +2024-10-12 13:24:33,831 - Train: 28.46% [356050/1251000] [284.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002445] [CE 4.833 (4.847)] [KD 6.049 (6.081)] +2024-10-12 13:24:41,343 - Train: 28.47% [356100/1251000] [284.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002445] [CE 4.408 (4.761)] [KD 5.852 (6.097)] +2024-10-12 13:24:49,185 - Train: 28.47% [356150/1251000] [284.7/1000.0] [batch_t 0.146 (0.157)] [data_t 0.004] [optim_t 0.142] [lr 0.002445] [CE 4.716 (4.753)] [KD 6.212 (6.131)] +2024-10-12 13:24:56,685 - Train: 28.47% [356200/1251000] [284.7/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.002444] [CE 4.738 (4.748)] [KD 5.957 (6.007)] +2024-10-12 13:25:04,086 - Train: 28.48% [356250/1251000] [284.8/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002444] [CE 4.652 (4.741)] [KD 6.081 (6.079)] +2024-10-12 13:25:11,486 - Train: 28.48% [356300/1251000] [284.8/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.002444] [CE 4.967 (4.815)] [KD 5.917 (5.998)] +2024-10-12 13:25:19,115 - Train: 28.49% [356350/1251000] [284.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002444] [CE 5.085 (4.780)] [KD 6.145 (6.039)] +2024-10-12 13:25:26,598 - Train: 28.49% [356400/1251000] [284.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002444] [CE 4.655 (4.776)] [KD 6.556 (6.046)] +2024-10-12 13:25:34,053 - Train: 28.49% [356450/1251000] [284.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002444] [CE 4.573 (4.822)] [KD 6.280 (6.173)] +2024-10-12 13:25:41,440 - Train: 28.50% [356500/1251000] [285.0/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002444] [CE 4.678 (4.819)] [KD 5.959 (6.084)] +2024-10-12 13:25:52,252 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 29936] [top5_cnt 41504] [top_all 50000] +2024-10-12 13:25:52,253 - net: 59.872 (83.008) +2024-10-12 13:25:58,272 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34546] [top5_cnt 44429] [top_all 50000] +2024-10-12 13:25:58,272 - net_E: 69.092 (88.858) +2024-10-12 13:25:58,410 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.092 (epoch: 285)] +2024-10-12 13:25:58,410 - ==> Total time: 15:38:49 Eta: 1 day, 15:15:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 13:26:08,390 - Train: 28.50% [356550/1251000] [285.0/1000.0] [batch_t 0.145 (0.191)] [data_t 0.005] [optim_t 0.140] [lr 0.002443] [CE 4.865 (4.902)] [KD 6.070 (6.083)] +2024-10-12 13:26:15,908 - Train: 28.51% [356600/1251000] [285.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.002443] [CE 4.443 (4.800)] [KD 6.003 (6.095)] +2024-10-12 13:26:23,374 - Train: 28.51% [356650/1251000] [285.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002443] [CE 4.772 (4.738)] [KD 5.989 (6.028)] +2024-10-12 13:26:31,032 - Train: 28.51% [356700/1251000] [285.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.002443] [CE 4.904 (4.785)] [KD 5.979 (6.004)] +2024-10-12 13:26:38,474 - Train: 28.52% [356750/1251000] [285.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002443] [CE 4.853 (4.853)] [KD 6.229 (6.105)] +2024-10-12 13:26:46,039 - Train: 28.52% [356800/1251000] [285.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002443] [CE 4.689 (4.755)] [KD 5.918 (6.048)] +2024-10-12 13:26:53,861 - Train: 28.53% [356850/1251000] [285.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.002443] [CE 4.807 (4.825)] [KD 6.036 (6.006)] +2024-10-12 13:27:01,547 - Train: 28.53% [356900/1251000] [285.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002442] [CE 4.586 (4.751)] [KD 6.230 (6.094)] +2024-10-12 13:27:09,168 - Train: 28.53% [356950/1251000] [285.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002442] [CE 4.392 (4.721)] [KD 6.047 (5.989)] +2024-10-12 13:27:16,728 - Train: 28.54% [357000/1251000] [285.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002442] [CE 4.874 (4.771)] [KD 5.930 (6.054)] +2024-10-12 13:27:24,140 - Train: 28.54% [357050/1251000] [285.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.002442] [CE 4.777 (4.731)] [KD 5.977 (5.949)] +2024-10-12 13:27:31,673 - Train: 28.55% [357100/1251000] [285.5/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002442] [CE 4.897 (4.787)] [KD 6.208 (5.993)] +2024-10-12 13:27:39,347 - Train: 28.55% [357150/1251000] [285.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.002442] [CE 4.752 (4.766)] [KD 5.937 (6.115)] +2024-10-12 13:27:46,708 - Train: 28.55% [357200/1251000] [285.5/1000.0] [batch_t 0.155 (0.147)] [data_t 0.004] [optim_t 0.151] [lr 0.002442] [CE 4.594 (4.753)] [KD 6.134 (6.018)] +2024-10-12 13:27:54,376 - Train: 28.56% [357250/1251000] [285.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002441] [CE 5.082 (4.744)] [KD 6.102 (6.021)] +2024-10-12 13:28:01,778 - Train: 28.56% [357300/1251000] [285.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002441] [CE 4.536 (4.796)] [KD 5.766 (6.032)] +2024-10-12 13:28:09,442 - Train: 28.57% [357350/1251000] [285.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002441] [CE 4.798 (4.746)] [KD 5.710 (5.998)] +2024-10-12 13:28:16,911 - Train: 28.57% [357400/1251000] [285.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002441] [CE 4.838 (4.697)] [KD 6.229 (6.101)] +2024-10-12 13:28:24,414 - Train: 28.57% [357450/1251000] [285.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.002441] [CE 4.669 (4.757)] [KD 6.215 (6.112)] +2024-10-12 13:28:31,974 - Train: 28.58% [357500/1251000] [285.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002441] [CE 5.062 (4.771)] [KD 6.387 (6.161)] +2024-10-12 13:28:39,485 - Train: 28.58% [357550/1251000] [285.8/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.002441] [CE 4.238 (4.757)] [KD 6.439 (6.097)] +2024-10-12 13:28:47,139 - Train: 28.59% [357600/1251000] [285.9/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.002440] [CE 5.340 (4.749)] [KD 6.560 (6.103)] +2024-10-12 13:28:54,645 - Train: 28.59% [357650/1251000] [285.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002440] [CE 4.781 (4.752)] [KD 6.183 (6.141)] +2024-10-12 13:29:02,164 - Train: 28.59% [357700/1251000] [285.9/1000.0] [batch_t 0.158 (0.150)] [data_t 0.003] [optim_t 0.155] [lr 0.002440] [CE 5.121 (4.846)] [KD 6.186 (6.174)] +2024-10-12 13:29:09,916 - Train: 28.60% [357750/1251000] [286.0/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002440] [CE 4.590 (4.747)] [KD 5.795 (6.016)] +2024-10-12 13:29:20,996 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.109)] [top1_cnt 30694] [top5_cnt 42102] [top_all 50000] +2024-10-12 13:29:20,997 - net: 61.388 (84.204) +2024-10-12 13:29:26,732 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 34547] [top5_cnt 44449] [top_all 50000] +2024-10-12 13:29:26,732 - net_E: 69.094 (88.898) +2024-10-12 13:29:26,867 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.094 (epoch: 286)] +2024-10-12 13:29:26,867 - ==> Total time: 15:42:17 Eta: 1 day, 15:12:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 13:29:31,842 - Train: 28.60% [357800/1251000] [286.0/1000.0] [batch_t 0.146 (0.193)] [data_t 0.006] [optim_t 0.140] [lr 0.002440] [CE 5.074 (4.893)] [KD 6.425 (6.054)] +2024-10-12 13:29:39,294 - Train: 28.61% [357850/1251000] [286.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.002440] [CE 4.684 (4.799)] [KD 5.904 (6.006)] +2024-10-12 13:29:46,739 - Train: 28.61% [357900/1251000] [286.1/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.151] [lr 0.002440] [CE 4.669 (4.763)] [KD 6.122 (6.078)] +2024-10-12 13:29:54,306 - Train: 28.61% [357950/1251000] [286.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002439] [CE 4.546 (4.817)] [KD 5.751 (6.083)] +2024-10-12 13:30:01,975 - Train: 28.62% [358000/1251000] [286.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.002439] [CE 5.068 (4.735)] [KD 6.251 (6.036)] +2024-10-12 13:30:09,745 - Train: 28.62% [358050/1251000] [286.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.007] [optim_t 0.141] [lr 0.002439] [CE 4.952 (4.812)] [KD 6.323 (6.082)] +2024-10-12 13:30:17,320 - Train: 28.63% [358100/1251000] [286.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002439] [CE 4.803 (4.712)] [KD 5.977 (5.989)] +2024-10-12 13:30:24,887 - Train: 28.63% [358150/1251000] [286.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002439] [CE 5.049 (4.824)] [KD 6.152 (5.981)] +2024-10-12 13:30:32,333 - Train: 28.63% [358200/1251000] [286.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002439] [CE 4.225 (4.739)] [KD 5.703 (5.910)] +2024-10-12 13:30:39,972 - Train: 28.64% [358250/1251000] [286.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002438] [CE 5.047 (4.801)] [KD 6.090 (6.092)] +2024-10-12 13:30:47,682 - Train: 28.64% [358300/1251000] [286.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002438] [CE 4.718 (4.791)] [KD 5.814 (6.113)] +2024-10-12 13:30:55,290 - Train: 28.65% [358350/1251000] [286.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.002438] [CE 5.072 (4.809)] [KD 6.172 (6.142)] +2024-10-12 13:31:02,933 - Train: 28.65% [358400/1251000] [286.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002438] [CE 4.644 (4.828)] [KD 6.135 (6.150)] +2024-10-12 13:31:10,424 - Train: 28.65% [358450/1251000] [286.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002438] [CE 4.654 (4.785)] [KD 5.742 (6.065)] +2024-10-12 13:31:18,119 - Train: 28.66% [358500/1251000] [286.6/1000.0] [batch_t 0.154 (0.154)] [data_t 0.007] [optim_t 0.148] [lr 0.002438] [CE 4.793 (4.871)] [KD 6.073 (6.117)] +2024-10-12 13:31:25,558 - Train: 28.66% [358550/1251000] [286.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002438] [CE 4.831 (4.800)] [KD 6.122 (6.070)] +2024-10-12 13:31:33,263 - Train: 28.67% [358600/1251000] [286.7/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.002437] [CE 4.779 (4.762)] [KD 6.239 (6.051)] +2024-10-12 13:31:40,815 - Train: 28.67% [358650/1251000] [286.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002437] [CE 4.836 (4.790)] [KD 6.096 (6.082)] +2024-10-12 13:31:48,249 - Train: 28.67% [358700/1251000] [286.7/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.150] [lr 0.002437] [CE 5.112 (4.801)] [KD 6.116 (6.069)] +2024-10-12 13:31:55,746 - Train: 28.68% [358750/1251000] [286.8/1000.0] [batch_t 0.155 (0.150)] [data_t 0.010] [optim_t 0.145] [lr 0.002437] [CE 5.099 (4.732)] [KD 6.418 (6.097)] +2024-10-12 13:32:03,458 - Train: 28.68% [358800/1251000] [286.8/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.002437] [CE 5.335 (4.817)] [KD 6.229 (6.019)] +2024-10-12 13:32:11,216 - Train: 28.69% [358850/1251000] [286.9/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.002437] [CE 4.097 (4.704)] [KD 5.777 (5.916)] +2024-10-12 13:32:19,017 - Train: 28.69% [358900/1251000] [286.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.006] [optim_t 0.144] [lr 0.002437] [CE 4.460 (4.806)] [KD 5.828 (6.125)] +2024-10-12 13:32:26,524 - Train: 28.69% [358950/1251000] [286.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.002436] [CE 4.645 (4.796)] [KD 5.668 (6.031)] +2024-10-12 13:32:34,059 - Train: 28.70% [359000/1251000] [287.0/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002436] [CE 4.037 (4.775)] [KD 5.727 (5.990)] +2024-10-12 13:32:45,168 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.107)] [top1_cnt 30074] [top5_cnt 41707] [top_all 50000] +2024-10-12 13:32:45,169 - net: 60.148 (83.414) +2024-10-12 13:32:51,008 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34571] [top5_cnt 44480] [top_all 50000] +2024-10-12 13:32:51,008 - net_E: 69.142 (88.960) +2024-10-12 13:32:51,159 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.142 (epoch: 287)] +2024-10-12 13:32:51,159 - ==> Total time: 15:45:42 Eta: 1 day, 15:09:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 13:32:56,604 - Train: 28.70% [359050/1251000] [287.0/1000.0] [batch_t 0.152 (0.178)] [data_t 0.005] [optim_t 0.148] [lr 0.002436] [CE 5.273 (4.833)] [KD 6.293 (6.070)] +2024-10-12 13:33:04,447 - Train: 28.71% [359100/1251000] [287.1/1000.0] [batch_t 0.145 (0.157)] [data_t 0.004] [optim_t 0.141] [lr 0.002436] [CE 4.460 (4.769)] [KD 5.680 (6.049)] +2024-10-12 13:33:11,944 - Train: 28.71% [359150/1251000] [287.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.002436] [CE 4.785 (4.774)] [KD 5.801 (6.101)] +2024-10-12 13:33:19,566 - Train: 28.71% [359200/1251000] [287.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.006] [optim_t 0.139] [lr 0.002436] [CE 4.794 (4.791)] [KD 5.719 (6.035)] +2024-10-12 13:33:27,122 - Train: 28.72% [359250/1251000] [287.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002436] [CE 5.189 (4.838)] [KD 6.179 (6.042)] +2024-10-12 13:33:34,517 - Train: 28.72% [359300/1251000] [287.2/1000.0] [batch_t 0.150 (0.148)] [data_t 0.002] [optim_t 0.147] [lr 0.002435] [CE 4.668 (4.773)] [KD 5.751 (6.062)] +2024-10-12 13:33:42,049 - Train: 28.73% [359350/1251000] [287.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002435] [CE 4.684 (4.807)] [KD 6.143 (6.026)] +2024-10-12 13:33:49,408 - Train: 28.73% [359400/1251000] [287.3/1000.0] [batch_t 0.150 (0.147)] [data_t 0.006] [optim_t 0.144] [lr 0.002435] [CE 4.920 (4.833)] [KD 6.192 (6.110)] +2024-10-12 13:33:56,916 - Train: 28.73% [359450/1251000] [287.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.002435] [CE 5.112 (4.809)] [KD 5.907 (6.087)] +2024-10-12 13:34:04,511 - Train: 28.74% [359500/1251000] [287.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002435] [CE 4.862 (4.853)] [KD 6.073 (6.021)] +2024-10-12 13:34:12,263 - Train: 28.74% [359550/1251000] [287.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002435] [CE 4.530 (4.811)] [KD 6.032 (6.053)] +2024-10-12 13:34:19,800 - Train: 28.75% [359600/1251000] [287.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002435] [CE 4.298 (4.755)] [KD 5.810 (5.935)] +2024-10-12 13:34:27,420 - Train: 28.75% [359650/1251000] [287.5/1000.0] [batch_t 0.158 (0.152)] [data_t 0.006] [optim_t 0.152] [lr 0.002434] [CE 4.432 (4.835)] [KD 5.710 (6.005)] +2024-10-12 13:34:35,036 - Train: 28.75% [359700/1251000] [287.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.002434] [CE 5.290 (4.770)] [KD 6.526 (6.059)] +2024-10-12 13:34:42,524 - Train: 28.76% [359750/1251000] [287.6/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.002434] [CE 4.343 (4.764)] [KD 5.622 (6.050)] +2024-10-12 13:34:49,940 - Train: 28.76% [359800/1251000] [287.6/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002434] [CE 4.952 (4.789)] [KD 6.355 (6.025)] +2024-10-12 13:34:57,327 - Train: 28.76% [359850/1251000] [287.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002434] [CE 4.759 (4.787)] [KD 6.060 (6.038)] +2024-10-12 13:35:04,721 - Train: 28.77% [359900/1251000] [287.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002434] [CE 4.961 (4.706)] [KD 6.221 (6.014)] +2024-10-12 13:35:12,503 - Train: 28.77% [359950/1251000] [287.7/1000.0] [batch_t 0.144 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.002434] [CE 4.519 (4.742)] [KD 6.306 (6.079)] +2024-10-12 13:35:19,904 - Train: 28.78% [360000/1251000] [287.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002433] [CE 4.302 (4.757)] [KD 5.723 (6.035)] +2024-10-12 13:35:27,643 - Train: 28.78% [360050/1251000] [287.8/1000.0] [batch_t 0.283 (0.155)] [data_t 0.003] [optim_t 0.280] [lr 0.002433] [CE 4.821 (4.803)] [KD 6.105 (5.985)] +2024-10-12 13:35:35,162 - Train: 28.78% [360100/1251000] [287.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002433] [CE 4.590 (4.750)] [KD 5.995 (5.989)] +2024-10-12 13:35:42,556 - Train: 28.79% [360150/1251000] [287.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.003] [optim_t 0.147] [lr 0.002433] [CE 4.536 (4.799)] [KD 5.800 (5.981)] +2024-10-12 13:35:50,039 - Train: 28.79% [360200/1251000] [287.9/1000.0] [batch_t 0.154 (0.150)] [data_t 0.007] [optim_t 0.147] [lr 0.002433] [CE 5.236 (4.820)] [KD 6.285 (6.086)] +2024-10-12 13:35:57,537 - Train: 28.80% [360250/1251000] [288.0/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002433] [CE 4.870 (4.787)] [KD 6.035 (6.014)] +2024-10-12 13:36:08,990 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 31000] [top5_cnt 42353] [top_all 50000] +2024-10-12 13:36:08,990 - net: 62.000 (84.706) +2024-10-12 13:36:14,768 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34612] [top5_cnt 44523] [top_all 50000] +2024-10-12 13:36:14,768 - net_E: 69.224 (89.046) +2024-10-12 13:36:14,912 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.224 (epoch: 288)] +2024-10-12 13:36:14,913 - ==> Total time: 15:49:05 Eta: 1 day, 15:06:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 13:36:20,208 - Train: 28.80% [360300/1251000] [288.0/1000.0] [batch_t 0.147 (0.190)] [data_t 0.005] [optim_t 0.141] [lr 0.002432] [CE 4.975 (4.828)] [KD 5.898 (6.048)] +2024-10-12 13:36:27,733 - Train: 28.80% [360350/1251000] [288.0/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002432] [CE 5.340 (4.823)] [KD 6.382 (6.041)] +2024-10-12 13:36:35,285 - Train: 28.81% [360400/1251000] [288.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002432] [CE 5.026 (4.805)] [KD 6.006 (6.128)] +2024-10-12 13:36:43,095 - Train: 28.81% [360450/1251000] [288.1/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.002432] [CE 4.958 (4.814)] [KD 6.058 (6.040)] +2024-10-12 13:36:50,861 - Train: 28.82% [360500/1251000] [288.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.002432] [CE 4.366 (4.719)] [KD 6.035 (5.995)] +2024-10-12 13:36:58,277 - Train: 28.82% [360550/1251000] [288.2/1000.0] [batch_t 0.154 (0.148)] [data_t 0.004] [optim_t 0.150] [lr 0.002432] [CE 5.060 (4.779)] [KD 6.371 (6.215)] +2024-10-12 13:37:05,829 - Train: 28.82% [360600/1251000] [288.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.002432] [CE 4.689 (4.812)] [KD 5.862 (6.050)] +2024-10-12 13:37:13,202 - Train: 28.83% [360650/1251000] [288.3/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.002431] [CE 4.510 (4.733)] [KD 5.647 (5.954)] +2024-10-12 13:37:20,883 - Train: 28.83% [360700/1251000] [288.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002431] [CE 4.917 (4.736)] [KD 6.033 (5.896)] +2024-10-12 13:37:28,416 - Train: 28.84% [360750/1251000] [288.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002431] [CE 4.666 (4.748)] [KD 5.750 (6.025)] +2024-10-12 13:37:36,102 - Train: 28.84% [360800/1251000] [288.4/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.002431] [CE 5.122 (4.779)] [KD 6.135 (6.066)] +2024-10-12 13:37:43,543 - Train: 28.84% [360850/1251000] [288.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002431] [CE 5.129 (4.739)] [KD 5.935 (6.001)] +2024-10-12 13:37:51,190 - Train: 28.85% [360900/1251000] [288.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002431] [CE 4.989 (4.716)] [KD 5.834 (6.021)] +2024-10-12 13:37:58,639 - Train: 28.85% [360950/1251000] [288.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002431] [CE 4.491 (4.791)] [KD 5.793 (6.074)] +2024-10-12 13:38:06,414 - Train: 28.86% [361000/1251000] [288.6/1000.0] [batch_t 0.144 (0.155)] [data_t 0.004] [optim_t 0.140] [lr 0.002430] [CE 4.834 (4.842)] [KD 6.449 (6.125)] +2024-10-12 13:38:13,983 - Train: 28.86% [361050/1251000] [288.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002430] [CE 4.878 (4.843)] [KD 5.852 (6.205)] +2024-10-12 13:38:21,706 - Train: 28.86% [361100/1251000] [288.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.002430] [CE 5.020 (4.773)] [KD 6.244 (6.151)] +2024-10-12 13:38:29,303 - Train: 28.87% [361150/1251000] [288.7/1000.0] [batch_t 0.155 (0.152)] [data_t 0.006] [optim_t 0.149] [lr 0.002430] [CE 4.252 (4.824)] [KD 5.666 (6.109)] +2024-10-12 13:38:36,769 - Train: 28.87% [361200/1251000] [288.7/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.002430] [CE 4.950 (4.826)] [KD 6.304 (5.985)] +2024-10-12 13:38:44,239 - Train: 28.88% [361250/1251000] [288.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002430] [CE 4.895 (4.735)] [KD 6.170 (6.096)] +2024-10-12 13:38:52,110 - Train: 28.88% [361300/1251000] [288.8/1000.0] [batch_t 0.148 (0.157)] [data_t 0.006] [optim_t 0.142] [lr 0.002430] [CE 4.913 (4.778)] [KD 5.785 (6.023)] +2024-10-12 13:38:59,637 - Train: 28.88% [361350/1251000] [288.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002429] [CE 4.466 (4.803)] [KD 5.917 (6.188)] +2024-10-12 13:39:07,160 - Train: 28.89% [361400/1251000] [288.9/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.002429] [CE 4.684 (4.764)] [KD 6.235 (6.088)] +2024-10-12 13:39:14,914 - Train: 28.89% [361450/1251000] [288.9/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.002429] [CE 4.693 (4.810)] [KD 6.201 (6.081)] +2024-10-12 13:39:22,389 - Train: 28.90% [361500/1251000] [289.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002429] [CE 4.235 (4.793)] [KD 5.944 (6.148)] +2024-10-12 13:39:33,991 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 31040] [top5_cnt 42234] [top_all 50000] +2024-10-12 13:39:33,992 - net: 62.080 (84.468) +2024-10-12 13:39:39,782 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 34600] [top5_cnt 44538] [top_all 50000] +2024-10-12 13:39:39,783 - net_E: 69.200 (89.076) +2024-10-12 13:39:39,924 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.224 (epoch: 288)] +2024-10-12 13:39:39,925 - ==> Total time: 15:52:30 Eta: 1 day, 15:03:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 13:39:43,530 - Train: 28.90% [361550/1251000] [289.0/1000.0] [batch_t 0.149 (0.190)] [data_t 0.005] [optim_t 0.144] [lr 0.002429] [CE 4.701 (4.648)] [KD 5.740 (5.922)] +2024-10-12 13:39:51,285 - Train: 28.90% [361600/1251000] [289.0/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002429] [CE 4.701 (4.757)] [KD 5.800 (5.976)] +2024-10-12 13:39:58,972 - Train: 28.91% [361650/1251000] [289.1/1000.0] [batch_t 0.161 (0.154)] [data_t 0.003] [optim_t 0.158] [lr 0.002429] [CE 5.021 (4.818)] [KD 6.212 (5.973)] +2024-10-12 13:40:06,748 - Train: 28.91% [361700/1251000] [289.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.002428] [CE 4.417 (4.805)] [KD 5.895 (6.038)] +2024-10-12 13:40:14,252 - Train: 28.92% [361750/1251000] [289.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.002428] [CE 4.695 (4.793)] [KD 6.088 (6.086)] +2024-10-12 13:40:21,739 - Train: 28.92% [361800/1251000] [289.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.007] [optim_t 0.144] [lr 0.002428] [CE 4.405 (4.813)] [KD 5.817 (6.058)] +2024-10-12 13:40:29,328 - Train: 28.92% [361850/1251000] [289.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.002428] [CE 4.087 (4.779)] [KD 5.719 (5.979)] +2024-10-12 13:40:36,920 - Train: 28.93% [361900/1251000] [289.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002428] [CE 4.794 (4.745)] [KD 6.066 (5.958)] +2024-10-12 13:40:44,404 - Train: 28.93% [361950/1251000] [289.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002428] [CE 4.300 (4.765)] [KD 5.310 (6.010)] +2024-10-12 13:40:52,295 - Train: 28.94% [362000/1251000] [289.4/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.002427] [CE 4.968 (4.765)] [KD 5.903 (6.021)] +2024-10-12 13:40:59,842 - Train: 28.94% [362050/1251000] [289.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.002427] [CE 4.710 (4.824)] [KD 5.896 (6.109)] +2024-10-12 13:41:07,392 - Train: 28.94% [362100/1251000] [289.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002427] [CE 5.051 (4.776)] [KD 5.961 (6.054)] +2024-10-12 13:41:14,808 - Train: 28.95% [362150/1251000] [289.5/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.140] [lr 0.002427] [CE 4.070 (4.765)] [KD 5.943 (6.042)] +2024-10-12 13:41:22,190 - Train: 28.95% [362200/1251000] [289.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002427] [CE 4.942 (4.824)] [KD 6.192 (6.034)] +2024-10-12 13:41:29,733 - Train: 28.96% [362250/1251000] [289.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002427] [CE 4.361 (4.804)] [KD 5.794 (6.040)] +2024-10-12 13:41:37,461 - Train: 28.96% [362300/1251000] [289.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002427] [CE 4.829 (4.747)] [KD 6.025 (6.004)] +2024-10-12 13:41:44,927 - Train: 28.96% [362350/1251000] [289.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.002426] [CE 4.589 (4.745)] [KD 5.957 (5.992)] +2024-10-12 13:41:52,563 - Train: 28.97% [362400/1251000] [289.7/1000.0] [batch_t 0.156 (0.153)] [data_t 0.006] [optim_t 0.150] [lr 0.002426] [CE 4.885 (4.836)] [KD 6.170 (6.152)] +2024-10-12 13:42:00,397 - Train: 28.97% [362450/1251000] [289.7/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.002426] [CE 4.662 (4.793)] [KD 6.184 (5.994)] +2024-10-12 13:42:07,930 - Train: 28.98% [362500/1251000] [289.8/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.002426] [CE 4.771 (4.746)] [KD 5.859 (6.046)] +2024-10-12 13:42:15,689 - Train: 28.98% [362550/1251000] [289.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002426] [CE 4.442 (4.735)] [KD 6.120 (6.051)] +2024-10-12 13:42:23,171 - Train: 28.98% [362600/1251000] [289.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002426] [CE 4.339 (4.770)] [KD 6.139 (5.969)] +2024-10-12 13:42:30,617 - Train: 28.99% [362650/1251000] [289.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002426] [CE 4.688 (4.776)] [KD 6.131 (5.946)] +2024-10-12 13:42:38,167 - Train: 28.99% [362700/1251000] [289.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002425] [CE 4.791 (4.815)] [KD 6.012 (6.028)] +2024-10-12 13:42:45,748 - Train: 29.00% [362750/1251000] [290.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002425] [CE 4.713 (4.733)] [KD 6.165 (6.034)] +2024-10-12 13:42:57,294 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 30413] [top5_cnt 41822] [top_all 50000] +2024-10-12 13:42:57,294 - net: 60.826 (83.644) +2024-10-12 13:43:03,213 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34627] [top5_cnt 44545] [top_all 50000] +2024-10-12 13:43:03,213 - net_E: 69.254 (89.090) +2024-10-12 13:43:03,380 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.254 (epoch: 290)] +2024-10-12 13:43:03,380 - ==> Total time: 15:55:54 Eta: 1 day, 15:00:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 13:43:10,175 - Train: 29.00% [362800/1251000] [290.0/1000.0] [batch_t 0.146 (0.208)] [data_t 0.003] [optim_t 0.143] [lr 0.002425] [CE 5.046 (4.800)] [KD 6.692 (6.078)] +2024-10-12 13:43:17,891 - Train: 29.00% [362850/1251000] [290.0/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.002425] [CE 4.605 (4.796)] [KD 6.359 (6.075)] +2024-10-12 13:43:25,609 - Train: 29.01% [362900/1251000] [290.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002425] [CE 5.204 (4.852)] [KD 6.233 (5.985)] +2024-10-12 13:43:33,185 - Train: 29.01% [362950/1251000] [290.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002425] [CE 4.420 (4.772)] [KD 5.678 (6.016)] +2024-10-12 13:43:40,610 - Train: 29.02% [363000/1251000] [290.2/1000.0] [batch_t 0.142 (0.148)] [data_t 0.004] [optim_t 0.139] [lr 0.002425] [CE 5.010 (4.817)] [KD 6.213 (6.014)] +2024-10-12 13:43:48,052 - Train: 29.02% [363050/1251000] [290.2/1000.0] [batch_t 0.157 (0.149)] [data_t 0.004] [optim_t 0.153] [lr 0.002424] [CE 4.808 (4.802)] [KD 6.235 (6.045)] +2024-10-12 13:43:55,599 - Train: 29.02% [363100/1251000] [290.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002424] [CE 4.279 (4.805)] [KD 6.247 (6.046)] +2024-10-12 13:44:03,160 - Train: 29.03% [363150/1251000] [290.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002424] [CE 4.852 (4.765)] [KD 6.066 (6.023)] +2024-10-12 13:44:10,616 - Train: 29.03% [363200/1251000] [290.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002424] [CE 4.734 (4.724)] [KD 6.119 (5.952)] +2024-10-12 13:44:18,368 - Train: 29.04% [363250/1251000] [290.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.002424] [CE 4.917 (4.742)] [KD 6.091 (5.920)] +2024-10-12 13:44:26,053 - Train: 29.04% [363300/1251000] [290.4/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.002424] [CE 5.020 (4.821)] [KD 6.280 (6.006)] +2024-10-12 13:44:33,446 - Train: 29.04% [363350/1251000] [290.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002424] [CE 5.026 (4.765)] [KD 6.206 (6.009)] +2024-10-12 13:44:41,128 - Train: 29.05% [363400/1251000] [290.5/1000.0] [batch_t 0.266 (0.154)] [data_t 0.004] [optim_t 0.262] [lr 0.002423] [CE 4.666 (4.754)] [KD 6.104 (6.108)] +2024-10-12 13:44:48,509 - Train: 29.05% [363450/1251000] [290.5/1000.0] [batch_t 0.154 (0.148)] [data_t 0.005] [optim_t 0.149] [lr 0.002423] [CE 4.712 (4.875)] [KD 5.816 (6.109)] +2024-10-12 13:44:55,953 - Train: 29.06% [363500/1251000] [290.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002423] [CE 4.516 (4.759)] [KD 5.733 (6.063)] +2024-10-12 13:45:03,538 - Train: 29.06% [363550/1251000] [290.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002423] [CE 4.483 (4.766)] [KD 5.844 (6.181)] +2024-10-12 13:45:11,202 - Train: 29.06% [363600/1251000] [290.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.002423] [CE 4.913 (4.816)] [KD 6.483 (6.076)] +2024-10-12 13:45:18,858 - Train: 29.07% [363650/1251000] [290.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002423] [CE 4.377 (4.688)] [KD 5.569 (5.973)] +2024-10-12 13:45:26,532 - Train: 29.07% [363700/1251000] [290.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002422] [CE 4.784 (4.793)] [KD 5.857 (6.042)] +2024-10-12 13:45:34,138 - Train: 29.08% [363750/1251000] [290.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002422] [CE 5.013 (4.747)] [KD 6.061 (6.117)] +2024-10-12 13:45:41,700 - Train: 29.08% [363800/1251000] [290.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002422] [CE 4.553 (4.802)] [KD 5.931 (6.011)] +2024-10-12 13:45:49,112 - Train: 29.08% [363850/1251000] [290.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.002422] [CE 4.347 (4.762)] [KD 5.905 (6.043)] +2024-10-12 13:45:56,544 - Train: 29.09% [363900/1251000] [290.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002422] [CE 4.706 (4.779)] [KD 6.068 (6.013)] +2024-10-12 13:46:04,247 - Train: 29.09% [363950/1251000] [290.9/1000.0] [batch_t 0.273 (0.154)] [data_t 0.004] [optim_t 0.269] [lr 0.002422] [CE 5.068 (4.788)] [KD 6.270 (6.052)] +2024-10-12 13:46:11,903 - Train: 29.10% [364000/1251000] [291.0/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002422] [CE 5.044 (4.784)] [KD 6.322 (6.062)] +2024-10-12 13:46:23,522 - Test (net): 100.00% [50/50] [batch_t 0.047 (0.103)] [top1_cnt 30861] [top5_cnt 42331] [top_all 50000] +2024-10-12 13:46:23,523 - net: 61.722 (84.662) +2024-10-12 13:46:29,314 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34607] [top5_cnt 44533] [top_all 50000] +2024-10-12 13:46:29,315 - net_E: 69.214 (89.066) +2024-10-12 13:46:29,437 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.254 (epoch: 290)] +2024-10-12 13:46:29,438 - ==> Total time: 15:59:20 Eta: 1 day, 14:57:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 13:46:32,626 - Train: 29.10% [364050/1251000] [291.0/1000.0] [batch_t 0.151 (0.195)] [data_t 0.006] [optim_t 0.144] [lr 0.002421] [CE 4.575 (4.821)] [KD 6.067 (5.961)] +2024-10-12 13:46:40,445 - Train: 29.10% [364100/1251000] [291.0/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.002421] [CE 5.165 (4.725)] [KD 6.353 (5.970)] +2024-10-12 13:46:48,061 - Train: 29.11% [364150/1251000] [291.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.002421] [CE 4.864 (4.850)] [KD 6.382 (6.016)] +2024-10-12 13:46:55,530 - Train: 29.11% [364200/1251000] [291.1/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002421] [CE 5.169 (4.790)] [KD 6.444 (6.119)] +2024-10-12 13:47:03,079 - Train: 29.12% [364250/1251000] [291.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002421] [CE 4.731 (4.825)] [KD 5.967 (6.112)] +2024-10-12 13:47:10,669 - Train: 29.12% [364300/1251000] [291.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.007] [optim_t 0.142] [lr 0.002421] [CE 4.559 (4.760)] [KD 6.207 (6.135)] +2024-10-12 13:47:18,299 - Train: 29.12% [364350/1251000] [291.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.002421] [CE 4.731 (4.867)] [KD 5.872 (6.133)] +2024-10-12 13:47:26,014 - Train: 29.13% [364400/1251000] [291.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002420] [CE 5.003 (4.769)] [KD 6.183 (6.095)] +2024-10-12 13:47:33,537 - Train: 29.13% [364450/1251000] [291.3/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.002420] [CE 5.404 (4.829)] [KD 6.318 (6.016)] +2024-10-12 13:47:41,032 - Train: 29.14% [364500/1251000] [291.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002420] [CE 5.397 (4.815)] [KD 6.360 (5.967)] +2024-10-12 13:47:48,540 - Train: 29.14% [364550/1251000] [291.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002420] [CE 5.192 (4.804)] [KD 6.181 (6.085)] +2024-10-12 13:47:55,901 - Train: 29.14% [364600/1251000] [291.4/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.002420] [CE 4.883 (4.827)] [KD 6.384 (6.056)] +2024-10-12 13:48:03,467 - Train: 29.15% [364650/1251000] [291.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002420] [CE 4.576 (4.811)] [KD 6.259 (6.162)] +2024-10-12 13:48:11,113 - Train: 29.15% [364700/1251000] [291.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.002420] [CE 5.368 (4.771)] [KD 6.007 (6.030)] +2024-10-12 13:48:18,776 - Train: 29.16% [364750/1251000] [291.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002419] [CE 4.963 (4.811)] [KD 5.991 (6.071)] +2024-10-12 13:48:26,304 - Train: 29.16% [364800/1251000] [291.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002419] [CE 4.997 (4.748)] [KD 6.300 (6.002)] +2024-10-12 13:48:33,978 - Train: 29.16% [364850/1251000] [291.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002419] [CE 4.719 (4.761)] [KD 6.278 (6.136)] +2024-10-12 13:48:41,357 - Train: 29.17% [364900/1251000] [291.7/1000.0] [batch_t 0.153 (0.147)] [data_t 0.003] [optim_t 0.150] [lr 0.002419] [CE 5.041 (4.798)] [KD 6.335 (6.044)] +2024-10-12 13:48:48,930 - Train: 29.17% [364950/1251000] [291.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.006] [optim_t 0.139] [lr 0.002419] [CE 4.583 (4.739)] [KD 5.850 (5.971)] +2024-10-12 13:48:56,386 - Train: 29.18% [365000/1251000] [291.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002419] [CE 5.072 (4.795)] [KD 6.403 (6.051)] +2024-10-12 13:49:03,792 - Train: 29.18% [365050/1251000] [291.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002418] [CE 4.157 (4.800)] [KD 5.572 (6.002)] +2024-10-12 13:49:11,330 - Train: 29.18% [365100/1251000] [291.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.002418] [CE 4.903 (4.811)] [KD 6.150 (6.035)] +2024-10-12 13:49:18,708 - Train: 29.19% [365150/1251000] [291.9/1000.0] [batch_t 0.149 (0.147)] [data_t 0.004] [optim_t 0.145] [lr 0.002418] [CE 4.693 (4.788)] [KD 5.908 (6.072)] +2024-10-12 13:49:26,396 - Train: 29.19% [365200/1251000] [291.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002418] [CE 5.079 (4.786)] [KD 6.479 (6.198)] +2024-10-12 13:49:34,082 - Train: 29.20% [365250/1251000] [292.0/1000.0] [batch_t 0.148 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.002418] [CE 5.157 (4.849)] [KD 5.942 (6.095)] +2024-10-12 13:49:45,919 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 30105] [top5_cnt 41610] [top_all 50000] +2024-10-12 13:49:45,920 - net: 60.210 (83.220) +2024-10-12 13:49:52,038 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.112)] [top1_cnt 34616] [top5_cnt 44515] [top_all 50000] +2024-10-12 13:49:52,039 - net_E: 69.232 (89.030) +2024-10-12 13:49:52,181 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.254 (epoch: 290)] +2024-10-12 13:49:52,182 - ==> Total time: 16:02:43 Eta: 1 day, 14:54:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 13:49:55,387 - Train: 29.20% [365300/1251000] [292.0/1000.0] [batch_t 0.155 (0.206)] [data_t 0.005] [optim_t 0.150] [lr 0.002418] [CE 4.866 (4.794)] [KD 6.085 (6.063)] +2024-10-12 13:50:03,030 - Train: 29.20% [365350/1251000] [292.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002418] [CE 4.480 (4.778)] [KD 5.810 (6.000)] +2024-10-12 13:50:10,524 - Train: 29.21% [365400/1251000] [292.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002417] [CE 5.256 (4.861)] [KD 6.251 (6.101)] +2024-10-12 13:50:18,132 - Train: 29.21% [365450/1251000] [292.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002417] [CE 4.445 (4.698)] [KD 6.027 (5.974)] +2024-10-12 13:50:25,708 - Train: 29.22% [365500/1251000] [292.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002417] [CE 5.159 (4.784)] [KD 6.026 (5.985)] +2024-10-12 13:50:33,459 - Train: 29.22% [365550/1251000] [292.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.007] [optim_t 0.142] [lr 0.002417] [CE 4.805 (4.804)] [KD 6.106 (5.989)] +2024-10-12 13:50:41,196 - Train: 29.22% [365600/1251000] [292.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002417] [CE 5.076 (4.798)] [KD 5.935 (5.995)] +2024-10-12 13:50:48,862 - Train: 29.23% [365650/1251000] [292.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.002417] [CE 5.046 (4.797)] [KD 5.890 (6.003)] +2024-10-12 13:50:56,353 - Train: 29.23% [365700/1251000] [292.3/1000.0] [batch_t 0.155 (0.150)] [data_t 0.007] [optim_t 0.148] [lr 0.002417] [CE 4.681 (4.817)] [KD 5.999 (6.028)] +2024-10-12 13:51:03,991 - Train: 29.24% [365750/1251000] [292.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002416] [CE 4.810 (4.743)] [KD 5.784 (5.985)] +2024-10-12 13:51:11,854 - Train: 29.24% [365800/1251000] [292.4/1000.0] [batch_t 0.146 (0.157)] [data_t 0.004] [optim_t 0.142] [lr 0.002416] [CE 4.754 (4.767)] [KD 6.215 (6.013)] +2024-10-12 13:51:19,439 - Train: 29.24% [365850/1251000] [292.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.007] [optim_t 0.142] [lr 0.002416] [CE 4.571 (4.772)] [KD 5.942 (6.015)] +2024-10-12 13:51:27,040 - Train: 29.25% [365900/1251000] [292.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.006] [optim_t 0.148] [lr 0.002416] [CE 4.755 (4.744)] [KD 5.841 (5.988)] +2024-10-12 13:51:34,520 - Train: 29.25% [365950/1251000] [292.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002416] [CE 4.959 (4.792)] [KD 6.180 (6.004)] +2024-10-12 13:51:41,995 - Train: 29.26% [366000/1251000] [292.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.007] [optim_t 0.141] [lr 0.002416] [CE 4.675 (4.739)] [KD 6.061 (6.017)] +2024-10-12 13:51:49,746 - Train: 29.26% [366050/1251000] [292.6/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.002416] [CE 5.059 (4.788)] [KD 6.229 (6.002)] +2024-10-12 13:51:57,526 - Train: 29.26% [366100/1251000] [292.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.142] [lr 0.002415] [CE 5.460 (4.739)] [KD 6.479 (6.072)] +2024-10-12 13:52:05,287 - Train: 29.27% [366150/1251000] [292.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002415] [CE 4.326 (4.804)] [KD 5.751 (6.058)] +2024-10-12 13:52:12,841 - Train: 29.27% [366200/1251000] [292.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002415] [CE 4.814 (4.776)] [KD 6.373 (6.089)] +2024-10-12 13:52:20,456 - Train: 29.28% [366250/1251000] [292.8/1000.0] [batch_t 0.153 (0.152)] [data_t 0.007] [optim_t 0.146] [lr 0.002415] [CE 4.581 (4.760)] [KD 5.849 (6.007)] +2024-10-12 13:52:27,982 - Train: 29.28% [366300/1251000] [292.8/1000.0] [batch_t 0.162 (0.150)] [data_t 0.006] [optim_t 0.156] [lr 0.002415] [CE 5.160 (4.835)] [KD 6.222 (6.055)] +2024-10-12 13:52:35,619 - Train: 29.28% [366350/1251000] [292.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002415] [CE 4.823 (4.796)] [KD 6.001 (6.159)] +2024-10-12 13:52:43,278 - Train: 29.29% [366400/1251000] [292.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.002414] [CE 4.877 (4.789)] [KD 6.004 (6.060)] +2024-10-12 13:52:51,208 - Train: 29.29% [366450/1251000] [292.9/1000.0] [batch_t 0.148 (0.159)] [data_t 0.005] [optim_t 0.143] [lr 0.002414] [CE 4.930 (4.858)] [KD 6.173 (6.083)] +2024-10-12 13:52:58,920 - Train: 29.30% [366500/1251000] [293.0/1000.0] [batch_t 0.160 (0.154)] [data_t 0.005] [optim_t 0.155] [lr 0.002414] [CE 4.423 (4.823)] [KD 6.057 (6.083)] +2024-10-12 13:53:11,140 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 30696] [top5_cnt 42020] [top_all 50000] +2024-10-12 13:53:11,141 - net: 61.392 (84.040) +2024-10-12 13:53:16,975 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 34632] [top5_cnt 44509] [top_all 50000] +2024-10-12 13:53:16,976 - net_E: 69.264 (89.018) +2024-10-12 13:53:17,116 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.264 (epoch: 293)] +2024-10-12 13:53:17,116 - ==> Total time: 16:06:08 Eta: 1 day, 14:51:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 13:53:20,727 - Train: 29.30% [366550/1251000] [293.0/1000.0] [batch_t 0.152 (0.208)] [data_t 0.003] [optim_t 0.148] [lr 0.002414] [CE 4.883 (4.813)] [KD 6.126 (6.009)] +2024-10-12 13:53:28,333 - Train: 29.30% [366600/1251000] [293.0/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002414] [CE 5.064 (4.825)] [KD 6.456 (6.039)] +2024-10-12 13:53:36,085 - Train: 29.31% [366650/1251000] [293.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.002414] [CE 4.816 (4.868)] [KD 5.718 (6.070)] +2024-10-12 13:53:43,734 - Train: 29.31% [366700/1251000] [293.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.002414] [CE 4.847 (4.783)] [KD 5.936 (6.071)] +2024-10-12 13:53:51,322 - Train: 29.32% [366750/1251000] [293.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002413] [CE 4.815 (4.753)] [KD 6.046 (6.052)] +2024-10-12 13:53:58,952 - Train: 29.32% [366800/1251000] [293.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002413] [CE 4.843 (4.808)] [KD 6.034 (5.991)] +2024-10-12 13:54:06,633 - Train: 29.32% [366850/1251000] [293.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.002413] [CE 4.098 (4.849)] [KD 5.715 (5.959)] +2024-10-12 13:54:14,417 - Train: 29.33% [366900/1251000] [293.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.002413] [CE 4.405 (4.821)] [KD 5.748 (6.044)] +2024-10-12 13:54:22,009 - Train: 29.33% [366950/1251000] [293.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002413] [CE 4.664 (4.833)] [KD 6.140 (6.106)] +2024-10-12 13:54:29,433 - Train: 29.34% [367000/1251000] [293.4/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002413] [CE 4.976 (4.786)] [KD 6.158 (6.055)] +2024-10-12 13:54:36,976 - Train: 29.34% [367050/1251000] [293.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002413] [CE 4.525 (4.758)] [KD 5.940 (6.056)] +2024-10-12 13:54:44,551 - Train: 29.34% [367100/1251000] [293.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002412] [CE 4.907 (4.833)] [KD 6.002 (6.130)] +2024-10-12 13:54:52,138 - Train: 29.35% [367150/1251000] [293.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002412] [CE 4.157 (4.769)] [KD 5.642 (6.014)] +2024-10-12 13:54:59,832 - Train: 29.35% [367200/1251000] [293.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.002412] [CE 4.775 (4.802)] [KD 5.892 (6.022)] +2024-10-12 13:55:07,498 - Train: 29.36% [367250/1251000] [293.6/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.002412] [CE 4.620 (4.729)] [KD 5.933 (5.967)] +2024-10-12 13:55:15,335 - Train: 29.36% [367300/1251000] [293.6/1000.0] [batch_t 0.146 (0.157)] [data_t 0.004] [optim_t 0.142] [lr 0.002412] [CE 4.279 (4.758)] [KD 6.326 (6.015)] +2024-10-12 13:55:22,790 - Train: 29.36% [367350/1251000] [293.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002412] [CE 4.418 (4.668)] [KD 6.079 (5.981)] +2024-10-12 13:55:30,205 - Train: 29.37% [367400/1251000] [293.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002412] [CE 4.949 (4.801)] [KD 6.222 (6.114)] +2024-10-12 13:55:37,752 - Train: 29.37% [367450/1251000] [293.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002411] [CE 4.243 (4.686)] [KD 5.436 (5.975)] +2024-10-12 13:55:45,476 - Train: 29.38% [367500/1251000] [293.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.002411] [CE 4.651 (4.798)] [KD 6.150 (5.978)] +2024-10-12 13:55:53,059 - Train: 29.38% [367550/1251000] [293.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.002] [optim_t 0.145] [lr 0.002411] [CE 4.718 (4.764)] [KD 6.253 (6.142)] +2024-10-12 13:56:00,505 - Train: 29.38% [367600/1251000] [293.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.002411] [CE 4.839 (4.855)] [KD 6.119 (6.208)] +2024-10-12 13:56:08,301 - Train: 29.39% [367650/1251000] [293.9/1000.0] [batch_t 0.157 (0.156)] [data_t 0.006] [optim_t 0.151] [lr 0.002411] [CE 4.721 (4.780)] [KD 5.770 (6.043)] +2024-10-12 13:56:16,118 - Train: 29.39% [367700/1251000] [293.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.002411] [CE 4.589 (4.754)] [KD 6.132 (5.981)] +2024-10-12 13:56:23,642 - Train: 29.40% [367750/1251000] [294.0/1000.0] [batch_t 0.152 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.002410] [CE 4.980 (4.773)] [KD 5.958 (6.110)] +2024-10-12 13:56:35,898 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.106)] [top1_cnt 30167] [top5_cnt 41632] [top_all 50000] +2024-10-12 13:56:35,898 - net: 60.334 (83.264) +2024-10-12 13:56:41,847 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.108)] [top1_cnt 34613] [top5_cnt 44554] [top_all 50000] +2024-10-12 13:56:41,848 - net_E: 69.226 (89.108) +2024-10-12 13:56:42,007 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.264 (epoch: 293)] +2024-10-12 13:56:42,008 - ==> Total time: 16:09:33 Eta: 1 day, 14:48:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 13:56:44,772 - Train: 29.40% [367800/1251000] [294.0/1000.0] [batch_t 0.147 (0.230)] [data_t 0.005] [optim_t 0.143] [lr 0.002410] [CE 4.782 (4.612)] [KD 6.138 (6.087)] +2024-10-12 13:56:52,572 - Train: 29.40% [367850/1251000] [294.0/1000.0] [batch_t 0.158 (0.156)] [data_t 0.005] [optim_t 0.153] [lr 0.002410] [CE 5.105 (4.747)] [KD 6.365 (6.053)] +2024-10-12 13:57:00,062 - Train: 29.41% [367900/1251000] [294.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.002410] [CE 4.972 (4.755)] [KD 6.259 (5.964)] +2024-10-12 13:57:07,704 - Train: 29.41% [367950/1251000] [294.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.002410] [CE 4.680 (4.717)] [KD 5.881 (5.979)] +2024-10-12 13:57:15,181 - Train: 29.42% [368000/1251000] [294.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.002410] [CE 4.997 (4.762)] [KD 6.160 (6.008)] +2024-10-12 13:57:22,910 - Train: 29.42% [368050/1251000] [294.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.007] [optim_t 0.142] [lr 0.002410] [CE 4.786 (4.812)] [KD 6.084 (6.047)] +2024-10-12 13:57:30,767 - Train: 29.42% [368100/1251000] [294.2/1000.0] [batch_t 0.146 (0.157)] [data_t 0.003] [optim_t 0.143] [lr 0.002409] [CE 5.053 (4.801)] [KD 6.238 (6.005)] +2024-10-12 13:57:38,264 - Train: 29.43% [368150/1251000] [294.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002409] [CE 4.429 (4.727)] [KD 5.989 (6.033)] +2024-10-12 13:57:45,842 - Train: 29.43% [368200/1251000] [294.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002409] [CE 5.045 (4.797)] [KD 6.336 (5.967)] +2024-10-12 13:57:53,250 - Train: 29.44% [368250/1251000] [294.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.002409] [CE 4.631 (4.803)] [KD 6.137 (6.049)] +2024-10-12 13:58:00,837 - Train: 29.44% [368300/1251000] [294.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002409] [CE 4.416 (4.721)] [KD 5.967 (6.043)] +2024-10-12 13:58:08,474 - Train: 29.44% [368350/1251000] [294.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.007] [optim_t 0.143] [lr 0.002409] [CE 5.402 (4.698)] [KD 6.372 (6.010)] +2024-10-12 13:58:15,920 - Train: 29.45% [368400/1251000] [294.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002409] [CE 4.725 (4.811)] [KD 6.091 (6.073)] +2024-10-12 13:58:23,673 - Train: 29.45% [368450/1251000] [294.5/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002408] [CE 5.209 (4.803)] [KD 6.621 (6.099)] +2024-10-12 13:58:31,619 - Train: 29.46% [368500/1251000] [294.6/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.002408] [CE 5.157 (4.823)] [KD 6.233 (6.043)] +2024-10-12 13:58:39,074 - Train: 29.46% [368550/1251000] [294.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002408] [CE 4.496 (4.775)] [KD 5.930 (6.023)] +2024-10-12 13:58:46,521 - Train: 29.46% [368600/1251000] [294.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002408] [CE 4.865 (4.875)] [KD 6.092 (6.076)] +2024-10-12 13:58:54,093 - Train: 29.47% [368650/1251000] [294.7/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.002408] [CE 4.978 (4.749)] [KD 6.185 (5.983)] +2024-10-12 13:59:01,792 - Train: 29.47% [368700/1251000] [294.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002408] [CE 4.316 (4.801)] [KD 6.071 (6.000)] +2024-10-12 13:59:09,491 - Train: 29.48% [368750/1251000] [294.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002408] [CE 5.052 (4.814)] [KD 6.023 (6.009)] +2024-10-12 13:59:17,299 - Train: 29.48% [368800/1251000] [294.8/1000.0] [batch_t 0.158 (0.156)] [data_t 0.003] [optim_t 0.155] [lr 0.002407] [CE 4.759 (4.787)] [KD 6.070 (6.049)] +2024-10-12 13:59:24,811 - Train: 29.48% [368850/1251000] [294.8/1000.0] [batch_t 0.154 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.002407] [CE 4.573 (4.779)] [KD 5.889 (5.949)] +2024-10-12 13:59:32,700 - Train: 29.49% [368900/1251000] [294.9/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.002407] [CE 4.939 (4.800)] [KD 6.134 (6.090)] +2024-10-12 13:59:40,406 - Train: 29.49% [368950/1251000] [294.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002407] [CE 4.875 (4.813)] [KD 5.999 (6.103)] +2024-10-12 13:59:47,946 - Train: 29.50% [369000/1251000] [295.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002407] [CE 4.628 (4.765)] [KD 6.194 (6.084)] +2024-10-12 14:00:00,203 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 30351] [top5_cnt 41646] [top_all 50000] +2024-10-12 14:00:00,203 - net: 60.702 (83.292) +2024-10-12 14:00:06,031 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 34627] [top5_cnt 44553] [top_all 50000] +2024-10-12 14:00:06,032 - net_E: 69.254 (89.106) +2024-10-12 14:00:06,164 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.264 (epoch: 293)] +2024-10-12 14:00:06,164 - ==> Total time: 16:12:57 Eta: 1 day, 14:45:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 14:00:09,000 - Train: 29.50% [369050/1251000] [295.0/1000.0] [batch_t 0.151 (0.259)] [data_t 0.003] [optim_t 0.148] [lr 0.002407] [CE 4.710 (4.848)] [KD 5.874 (5.917)] +2024-10-12 14:00:16,615 - Train: 29.50% [369100/1251000] [295.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002406] [CE 5.219 (4.812)] [KD 6.287 (6.101)] +2024-10-12 14:00:24,306 - Train: 29.51% [369150/1251000] [295.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002406] [CE 5.267 (4.826)] [KD 6.172 (5.972)] +2024-10-12 14:00:31,707 - Train: 29.51% [369200/1251000] [295.1/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.002406] [CE 4.845 (4.745)] [KD 6.354 (5.974)] +2024-10-12 14:00:39,285 - Train: 29.52% [369250/1251000] [295.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002406] [CE 4.536 (4.782)] [KD 5.847 (5.955)] +2024-10-12 14:00:47,103 - Train: 29.52% [369300/1251000] [295.2/1000.0] [batch_t 0.144 (0.156)] [data_t 0.003] [optim_t 0.141] [lr 0.002406] [CE 4.444 (4.817)] [KD 6.337 (6.040)] +2024-10-12 14:00:54,504 - Train: 29.52% [369350/1251000] [295.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002406] [CE 4.885 (4.817)] [KD 6.158 (6.020)] +2024-10-12 14:01:02,071 - Train: 29.53% [369400/1251000] [295.3/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.002406] [CE 4.974 (4.880)] [KD 5.837 (6.076)] +2024-10-12 14:01:09,655 - Train: 29.53% [369450/1251000] [295.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002405] [CE 4.514 (4.791)] [KD 6.041 (6.046)] +2024-10-12 14:01:17,118 - Train: 29.54% [369500/1251000] [295.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002405] [CE 4.412 (4.667)] [KD 5.827 (5.988)] +2024-10-12 14:01:24,997 - Train: 29.54% [369550/1251000] [295.4/1000.0] [batch_t 0.154 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.002405] [CE 4.493 (4.756)] [KD 6.113 (5.980)] +2024-10-12 14:01:32,504 - Train: 29.54% [369600/1251000] [295.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002405] [CE 4.286 (4.727)] [KD 5.532 (6.033)] +2024-10-12 14:01:39,890 - Train: 29.55% [369650/1251000] [295.5/1000.0] [batch_t 0.144 (0.148)] [data_t 0.006] [optim_t 0.138] [lr 0.002405] [CE 5.023 (4.772)] [KD 6.019 (5.992)] +2024-10-12 14:01:47,385 - Train: 29.55% [369700/1251000] [295.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002405] [CE 4.761 (4.900)] [KD 6.423 (6.264)] +2024-10-12 14:01:54,875 - Train: 29.56% [369750/1251000] [295.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002405] [CE 4.199 (4.819)] [KD 5.632 (6.088)] +2024-10-12 14:02:02,519 - Train: 29.56% [369800/1251000] [295.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.002404] [CE 4.832 (4.808)] [KD 6.286 (6.063)] +2024-10-12 14:02:10,199 - Train: 29.56% [369850/1251000] [295.6/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.002404] [CE 5.403 (4.867)] [KD 6.283 (6.123)] +2024-10-12 14:02:17,725 - Train: 29.57% [369900/1251000] [295.7/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.002404] [CE 4.884 (4.854)] [KD 5.852 (6.117)] +2024-10-12 14:02:25,260 - Train: 29.57% [369950/1251000] [295.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002404] [CE 4.797 (4.799)] [KD 6.312 (6.129)] +2024-10-12 14:02:32,809 - Train: 29.58% [370000/1251000] [295.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.002404] [CE 4.914 (4.804)] [KD 5.744 (5.956)] +2024-10-12 14:02:40,217 - Train: 29.58% [370050/1251000] [295.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002404] [CE 4.399 (4.766)] [KD 5.731 (5.916)] +2024-10-12 14:02:47,911 - Train: 29.58% [370100/1251000] [295.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002403] [CE 4.783 (4.786)] [KD 6.214 (5.960)] +2024-10-12 14:02:55,480 - Train: 29.59% [370150/1251000] [295.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002403] [CE 4.966 (4.870)] [KD 6.051 (6.040)] +2024-10-12 14:03:03,040 - Train: 29.59% [370200/1251000] [295.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002403] [CE 4.656 (4.763)] [KD 6.062 (6.081)] +2024-10-12 14:03:10,767 - Train: 29.60% [370250/1251000] [296.0/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002403] [CE 4.522 (4.792)] [KD 5.982 (6.045)] +2024-10-12 14:03:23,253 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 29915] [top5_cnt 41411] [top_all 50000] +2024-10-12 14:03:23,253 - net: 59.830 (82.822) +2024-10-12 14:03:28,973 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 34638] [top5_cnt 44529] [top_all 50000] +2024-10-12 14:03:28,973 - net_E: 69.276 (89.058) +2024-10-12 14:03:29,091 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.276 (epoch: 296)] +2024-10-12 14:03:29,091 - ==> Total time: 16:16:20 Eta: 1 day, 14:42:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 14:03:32,331 - Train: 29.60% [370300/1251000] [296.0/1000.0] [batch_t 0.151 (0.265)] [data_t 0.003] [optim_t 0.148] [lr 0.002403] [CE 4.479 (4.745)] [KD 5.901 (6.032)] +2024-10-12 14:03:39,921 - Train: 29.60% [370350/1251000] [296.0/1000.0] [batch_t 0.153 (0.152)] [data_t 0.008] [optim_t 0.145] [lr 0.002403] [CE 4.040 (4.774)] [KD 5.299 (6.001)] +2024-10-12 14:03:47,341 - Train: 29.61% [370400/1251000] [296.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002403] [CE 4.861 (4.751)] [KD 5.986 (5.903)] +2024-10-12 14:03:55,144 - Train: 29.61% [370450/1251000] [296.1/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.002402] [CE 4.874 (4.734)] [KD 6.040 (5.977)] +2024-10-12 14:04:02,617 - Train: 29.62% [370500/1251000] [296.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002402] [CE 5.150 (4.762)] [KD 6.085 (5.940)] +2024-10-12 14:04:10,216 - Train: 29.62% [370550/1251000] [296.2/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002402] [CE 4.631 (4.789)] [KD 5.697 (5.942)] +2024-10-12 14:04:18,062 - Train: 29.62% [370600/1251000] [296.2/1000.0] [batch_t 0.148 (0.157)] [data_t 0.006] [optim_t 0.142] [lr 0.002402] [CE 4.717 (4.802)] [KD 6.180 (5.960)] +2024-10-12 14:04:25,612 - Train: 29.63% [370650/1251000] [296.3/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.151] [lr 0.002402] [CE 4.909 (4.731)] [KD 6.283 (6.006)] +2024-10-12 14:04:33,050 - Train: 29.63% [370700/1251000] [296.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002402] [CE 4.717 (4.815)] [KD 5.911 (5.987)] +2024-10-12 14:04:40,550 - Train: 29.64% [370750/1251000] [296.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002402] [CE 4.705 (4.728)] [KD 5.895 (6.019)] +2024-10-12 14:04:47,922 - Train: 29.64% [370800/1251000] [296.4/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.002401] [CE 5.022 (4.745)] [KD 6.458 (6.062)] +2024-10-12 14:04:55,321 - Train: 29.64% [370850/1251000] [296.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.002401] [CE 4.502 (4.812)] [KD 5.962 (6.061)] +2024-10-12 14:05:03,105 - Train: 29.65% [370900/1251000] [296.5/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.002401] [CE 4.581 (4.751)] [KD 5.762 (6.029)] +2024-10-12 14:05:10,734 - Train: 29.65% [370950/1251000] [296.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002401] [CE 5.070 (4.731)] [KD 6.304 (6.016)] +2024-10-12 14:05:18,353 - Train: 29.66% [371000/1251000] [296.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.002401] [CE 4.748 (4.796)] [KD 5.914 (6.075)] +2024-10-12 14:05:25,847 - Train: 29.66% [371050/1251000] [296.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002401] [CE 5.035 (4.844)] [KD 6.339 (6.090)] +2024-10-12 14:05:33,256 - Train: 29.66% [371100/1251000] [296.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.002400] [CE 4.930 (4.740)] [KD 5.812 (6.058)] +2024-10-12 14:05:40,787 - Train: 29.67% [371150/1251000] [296.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002400] [CE 5.209 (4.852)] [KD 6.158 (6.073)] +2024-10-12 14:05:48,325 - Train: 29.67% [371200/1251000] [296.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002400] [CE 4.960 (4.841)] [KD 6.153 (5.982)] +2024-10-12 14:05:55,739 - Train: 29.68% [371250/1251000] [296.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002400] [CE 4.542 (4.771)] [KD 6.170 (6.112)] +2024-10-12 14:06:03,483 - Train: 29.68% [371300/1251000] [296.8/1000.0] [batch_t 0.144 (0.155)] [data_t 0.004] [optim_t 0.140] [lr 0.002400] [CE 4.758 (4.835)] [KD 6.186 (6.188)] +2024-10-12 14:06:10,941 - Train: 29.68% [371350/1251000] [296.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002400] [CE 4.679 (4.876)] [KD 5.763 (6.136)] +2024-10-12 14:06:18,515 - Train: 29.69% [371400/1251000] [296.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002400] [CE 4.935 (4.882)] [KD 6.145 (6.032)] +2024-10-12 14:06:26,264 - Train: 29.69% [371450/1251000] [296.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002399] [CE 4.881 (4.767)] [KD 6.033 (6.113)] +2024-10-12 14:06:33,807 - Train: 29.70% [371500/1251000] [297.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.002399] [CE 4.122 (4.803)] [KD 5.977 (6.093)] +2024-10-12 14:06:46,351 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 30595] [top5_cnt 41871] [top_all 50000] +2024-10-12 14:06:46,352 - net: 61.190 (83.742) +2024-10-12 14:06:52,174 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34605] [top5_cnt 44543] [top_all 50000] +2024-10-12 14:06:52,175 - net_E: 69.210 (89.086) +2024-10-12 14:06:52,326 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.276 (epoch: 296)] +2024-10-12 14:06:52,327 - ==> Total time: 16:19:43 Eta: 1 day, 14:39:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 14:06:54,591 - Train: 29.70% [371550/1251000] [297.0/1000.0] [batch_t 0.145 (0.282)] [data_t 0.005] [optim_t 0.141] [lr 0.002399] [CE 5.049 (4.915)] [KD 6.199 (6.123)] +2024-10-12 14:07:02,152 - Train: 29.70% [371600/1251000] [297.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002399] [CE 5.266 (4.729)] [KD 6.130 (5.976)] +2024-10-12 14:07:09,604 - Train: 29.71% [371650/1251000] [297.1/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002399] [CE 4.800 (4.798)] [KD 5.860 (5.973)] +2024-10-12 14:07:17,472 - Train: 29.71% [371700/1251000] [297.1/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.002399] [CE 4.599 (4.805)] [KD 6.227 (6.043)] +2024-10-12 14:07:25,199 - Train: 29.72% [371750/1251000] [297.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.002399] [CE 4.344 (4.780)] [KD 6.057 (6.043)] +2024-10-12 14:07:32,856 - Train: 29.72% [371800/1251000] [297.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002398] [CE 4.551 (4.776)] [KD 5.578 (5.999)] +2024-10-12 14:07:40,409 - Train: 29.72% [371850/1251000] [297.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002398] [CE 4.335 (4.781)] [KD 5.652 (5.971)] +2024-10-12 14:07:47,847 - Train: 29.73% [371900/1251000] [297.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002398] [CE 4.237 (4.721)] [KD 5.809 (5.915)] +2024-10-12 14:07:55,458 - Train: 29.73% [371950/1251000] [297.3/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.002398] [CE 4.741 (4.748)] [KD 5.890 (5.977)] +2024-10-12 14:08:03,004 - Train: 29.74% [372000/1251000] [297.4/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.002398] [CE 4.477 (4.810)] [KD 5.863 (6.015)] +2024-10-12 14:08:10,665 - Train: 29.74% [372050/1251000] [297.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002398] [CE 4.726 (4.739)] [KD 5.770 (5.908)] +2024-10-12 14:08:18,100 - Train: 29.74% [372100/1251000] [297.4/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.151] [lr 0.002397] [CE 4.825 (4.811)] [KD 6.164 (6.108)] +2024-10-12 14:08:25,535 - Train: 29.75% [372150/1251000] [297.5/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.002397] [CE 4.760 (4.819)] [KD 6.212 (6.068)] +2024-10-12 14:08:32,955 - Train: 29.75% [372200/1251000] [297.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002397] [CE 4.905 (4.756)] [KD 5.888 (5.985)] +2024-10-12 14:08:40,863 - Train: 29.76% [372250/1251000] [297.6/1000.0] [batch_t 0.148 (0.158)] [data_t 0.007] [optim_t 0.142] [lr 0.002397] [CE 5.248 (4.844)] [KD 6.221 (6.030)] +2024-10-12 14:08:48,522 - Train: 29.76% [372300/1251000] [297.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002397] [CE 5.060 (4.761)] [KD 6.487 (6.017)] +2024-10-12 14:08:56,074 - Train: 29.76% [372350/1251000] [297.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002397] [CE 4.537 (4.827)] [KD 5.820 (6.196)] +2024-10-12 14:09:03,492 - Train: 29.77% [372400/1251000] [297.7/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.002397] [CE 4.332 (4.764)] [KD 5.623 (6.111)] +2024-10-12 14:09:11,052 - Train: 29.77% [372450/1251000] [297.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002396] [CE 4.782 (4.729)] [KD 5.984 (5.929)] +2024-10-12 14:09:18,444 - Train: 29.78% [372500/1251000] [297.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002396] [CE 5.105 (4.790)] [KD 6.198 (6.009)] +2024-10-12 14:09:26,144 - Train: 29.78% [372550/1251000] [297.8/1000.0] [batch_t 0.143 (0.154)] [data_t 0.003] [optim_t 0.140] [lr 0.002396] [CE 5.209 (4.748)] [KD 6.140 (5.919)] +2024-10-12 14:09:33,570 - Train: 29.78% [372600/1251000] [297.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002396] [CE 4.459 (4.794)] [KD 5.993 (6.013)] +2024-10-12 14:09:41,271 - Train: 29.79% [372650/1251000] [297.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.002396] [CE 4.757 (4.760)] [KD 5.963 (5.950)] +2024-10-12 14:09:49,065 - Train: 29.79% [372700/1251000] [297.9/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002396] [CE 4.554 (4.747)] [KD 5.902 (6.066)] +2024-10-12 14:09:56,523 - Train: 29.80% [372750/1251000] [298.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002396] [CE 4.839 (4.799)] [KD 6.203 (6.094)] +2024-10-12 14:10:09,424 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 31250] [top5_cnt 42410] [top_all 50000] +2024-10-12 14:10:09,425 - net: 62.500 (84.820) +2024-10-12 14:10:15,250 - Test (net_E): 100.00% [50/50] [batch_t 0.027 (0.106)] [top1_cnt 34631] [top5_cnt 44512] [top_all 50000] +2024-10-12 14:10:15,251 - net_E: 69.262 (89.024) +2024-10-12 14:10:15,404 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.276 (epoch: 296)] +2024-10-12 14:10:15,404 - ==> Total time: 16:23:06 Eta: 1 day, 14:35:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 14:10:17,640 - Train: 29.80% [372800/1251000] [298.0/1000.0] [batch_t 0.147 (0.348)] [data_t 0.004] [optim_t 0.143] [lr 0.002395] [CE 4.786 (5.055)] [KD 5.778 (5.857)] +2024-10-12 14:10:25,204 - Train: 29.80% [372850/1251000] [298.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002395] [CE 4.641 (4.769)] [KD 5.689 (5.960)] +2024-10-12 14:10:32,625 - Train: 29.81% [372900/1251000] [298.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002395] [CE 4.876 (4.773)] [KD 6.157 (5.967)] +2024-10-12 14:10:40,175 - Train: 29.81% [372950/1251000] [298.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002395] [CE 4.321 (4.752)] [KD 5.854 (5.967)] +2024-10-12 14:10:47,565 - Train: 29.82% [373000/1251000] [298.2/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002395] [CE 4.950 (4.805)] [KD 6.410 (6.112)] +2024-10-12 14:10:55,301 - Train: 29.82% [373050/1251000] [298.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.002395] [CE 5.161 (4.811)] [KD 6.309 (5.981)] +2024-10-12 14:11:02,933 - Train: 29.82% [373100/1251000] [298.2/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.002394] [CE 4.272 (4.734)] [KD 5.579 (5.967)] +2024-10-12 14:11:10,842 - Train: 29.83% [373150/1251000] [298.3/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.002394] [CE 4.772 (4.773)] [KD 6.293 (6.076)] +2024-10-12 14:11:18,323 - Train: 29.83% [373200/1251000] [298.3/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.002394] [CE 4.897 (4.802)] [KD 6.420 (6.094)] +2024-10-12 14:11:26,087 - Train: 29.84% [373250/1251000] [298.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002394] [CE 4.968 (4.824)] [KD 5.993 (6.010)] +2024-10-12 14:11:33,634 - Train: 29.84% [373300/1251000] [298.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002394] [CE 4.788 (4.778)] [KD 5.762 (5.991)] +2024-10-12 14:11:41,141 - Train: 29.84% [373350/1251000] [298.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002394] [CE 4.524 (4.761)] [KD 5.947 (5.965)] +2024-10-12 14:11:48,746 - Train: 29.85% [373400/1251000] [298.5/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.002394] [CE 4.936 (4.799)] [KD 6.181 (6.074)] +2024-10-12 14:11:56,447 - Train: 29.85% [373450/1251000] [298.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002393] [CE 4.464 (4.761)] [KD 6.093 (6.034)] +2024-10-12 14:12:04,220 - Train: 29.86% [373500/1251000] [298.6/1000.0] [batch_t 0.275 (0.155)] [data_t 0.003] [optim_t 0.272] [lr 0.002393] [CE 4.037 (4.768)] [KD 5.725 (6.046)] +2024-10-12 14:12:11,894 - Train: 29.86% [373550/1251000] [298.6/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.002393] [CE 5.048 (4.800)] [KD 6.347 (6.081)] +2024-10-12 14:12:19,313 - Train: 29.86% [373600/1251000] [298.6/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.002393] [CE 4.694 (4.794)] [KD 5.700 (6.067)] +2024-10-12 14:12:26,902 - Train: 29.87% [373650/1251000] [298.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002393] [CE 4.799 (4.784)] [KD 6.222 (6.044)] +2024-10-12 14:12:34,471 - Train: 29.87% [373700/1251000] [298.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002393] [CE 4.606 (4.819)] [KD 5.753 (6.023)] +2024-10-12 14:12:41,936 - Train: 29.88% [373750/1251000] [298.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002393] [CE 4.565 (4.731)] [KD 5.833 (5.918)] +2024-10-12 14:12:49,656 - Train: 29.88% [373800/1251000] [298.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002392] [CE 5.133 (4.772)] [KD 6.616 (6.010)] +2024-10-12 14:12:57,148 - Train: 29.88% [373850/1251000] [298.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.007] [optim_t 0.144] [lr 0.002392] [CE 4.834 (4.795)] [KD 6.293 (6.035)] +2024-10-12 14:13:04,936 - Train: 29.89% [373900/1251000] [298.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.002392] [CE 4.773 (4.782)] [KD 6.111 (6.103)] +2024-10-12 14:13:12,448 - Train: 29.89% [373950/1251000] [298.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.002392] [CE 4.825 (4.762)] [KD 6.156 (6.092)] +2024-10-12 14:13:20,320 - Train: 29.90% [374000/1251000] [299.0/1000.0] [batch_t 0.154 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.002392] [CE 4.593 (4.798)] [KD 5.878 (6.060)] +2024-10-12 14:13:33,256 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 29750] [top5_cnt 41303] [top_all 50000] +2024-10-12 14:13:33,256 - net: 59.500 (82.606) +2024-10-12 14:13:39,173 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.109)] [top1_cnt 34591] [top5_cnt 44522] [top_all 50000] +2024-10-12 14:13:39,174 - net_E: 69.182 (89.044) +2024-10-12 14:13:39,297 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.276 (epoch: 296)] +2024-10-12 14:13:39,297 - ==> Total time: 16:26:30 Eta: 1 day, 14:32:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 14:13:41,870 - Train: 29.90% [374050/1251000] [299.0/1000.0] [batch_t 0.624 (0.624)] [data_t 0.453] [optim_t 0.171] [lr 0.002392] [CE 5.133 (5.133)] [KD 5.976 (5.976)] +2024-10-12 14:13:49,489 - Train: 29.90% [374100/1251000] [299.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002391] [CE 5.285 (4.738)] [KD 6.460 (5.996)] +2024-10-12 14:13:56,930 - Train: 29.91% [374150/1251000] [299.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002391] [CE 4.133 (4.748)] [KD 5.719 (5.989)] +2024-10-12 14:14:04,419 - Train: 29.91% [374200/1251000] [299.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002391] [CE 4.762 (4.771)] [KD 6.052 (6.035)] +2024-10-12 14:14:11,969 - Train: 29.92% [374250/1251000] [299.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002391] [CE 5.045 (4.776)] [KD 6.427 (6.065)] +2024-10-12 14:14:19,742 - Train: 29.92% [374300/1251000] [299.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.007] [optim_t 0.140] [lr 0.002391] [CE 5.049 (4.785)] [KD 6.422 (6.003)] +2024-10-12 14:14:27,324 - Train: 29.92% [374350/1251000] [299.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002391] [CE 5.129 (4.825)] [KD 5.999 (6.067)] +2024-10-12 14:14:34,861 - Train: 29.93% [374400/1251000] [299.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.008] [optim_t 0.139] [lr 0.002391] [CE 4.680 (4.807)] [KD 6.067 (6.020)] +2024-10-12 14:14:42,453 - Train: 29.93% [374450/1251000] [299.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002390] [CE 5.078 (4.754)] [KD 6.176 (5.964)] +2024-10-12 14:14:50,082 - Train: 29.94% [374500/1251000] [299.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.002390] [CE 5.413 (4.843)] [KD 6.089 (6.032)] +2024-10-12 14:14:57,625 - Train: 29.94% [374550/1251000] [299.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002390] [CE 5.110 (4.826)] [KD 6.174 (6.065)] +2024-10-12 14:15:05,219 - Train: 29.94% [374600/1251000] [299.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002390] [CE 4.759 (4.805)] [KD 6.148 (6.036)] +2024-10-12 14:15:12,777 - Train: 29.95% [374650/1251000] [299.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002390] [CE 5.374 (4.799)] [KD 6.470 (6.020)] +2024-10-12 14:15:20,448 - Train: 29.95% [374700/1251000] [299.5/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.002390] [CE 5.120 (4.808)] [KD 6.066 (6.000)] +2024-10-12 14:15:28,115 - Train: 29.96% [374750/1251000] [299.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002390] [CE 4.747 (4.768)] [KD 5.764 (6.014)] +2024-10-12 14:15:35,512 - Train: 29.96% [374800/1251000] [299.6/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002389] [CE 4.449 (4.739)] [KD 5.819 (5.951)] +2024-10-12 14:15:43,455 - Train: 29.96% [374850/1251000] [299.6/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.002389] [CE 5.065 (4.833)] [KD 5.904 (6.032)] +2024-10-12 14:15:51,051 - Train: 29.97% [374900/1251000] [299.7/1000.0] [batch_t 0.257 (0.152)] [data_t 0.005] [optim_t 0.251] [lr 0.002389] [CE 4.931 (4.807)] [KD 6.175 (5.955)] +2024-10-12 14:15:58,473 - Train: 29.97% [374950/1251000] [299.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002389] [CE 4.647 (4.792)] [KD 5.693 (5.997)] +2024-10-12 14:16:05,964 - Train: 29.98% [375000/1251000] [299.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002389] [CE 4.705 (4.803)] [KD 5.854 (5.994)] +2024-10-12 14:16:13,459 - Train: 29.98% [375050/1251000] [299.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002389] [CE 4.720 (4.730)] [KD 5.666 (5.915)] +2024-10-12 14:16:21,260 - Train: 29.98% [375100/1251000] [299.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.002388] [CE 4.561 (4.701)] [KD 5.924 (6.039)] +2024-10-12 14:16:28,965 - Train: 29.99% [375150/1251000] [299.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.002388] [CE 4.634 (4.836)] [KD 5.772 (6.132)] +2024-10-12 14:16:36,675 - Train: 29.99% [375200/1251000] [299.9/1000.0] [batch_t 0.168 (0.154)] [data_t 0.005] [optim_t 0.163] [lr 0.002388] [CE 4.598 (4.762)] [KD 5.599 (5.967)] +2024-10-12 14:16:44,306 - Train: 30.00% [375250/1251000] [300.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002388] [CE 4.488 (4.720)] [KD 5.923 (5.994)] +2024-10-12 14:16:51,783 - Train: 30.00% [375300/1251000] [300.0/1000.0] [batch_t 0.140 (0.149)] [data_t 0.003] [optim_t 0.137] [lr 0.002388] [CE 4.599 (4.783)] [KD 5.724 (6.055)] +2024-10-12 14:16:57,446 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 30121] [top5_cnt 41732] [top_all 50000] +2024-10-12 14:16:57,447 - net: 60.242 (83.464) +2024-10-12 14:17:03,242 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 34645] [top5_cnt 44545] [top_all 50000] +2024-10-12 14:17:03,242 - net_E: 69.290 (89.090) +2024-10-12 14:17:03,359 - Max [top1: 62.868 (epoch: 278)] [top1-ema: 69.290 (epoch: 300)] +2024-10-12 14:17:03,359 - ==> Total time: 16:29:54 Eta: 1 day, 14:29:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 14:17:16,004 - Train: 30.00% [375350/1251000] [300.0/1000.0] [batch_t 0.160 (0.158)] [data_t 0.004] [optim_t 0.157] [lr 0.002388] [CE 4.778 (4.788)] [KD 5.899 (5.945)] +2024-10-12 14:17:23,457 - Train: 30.01% [375400/1251000] [300.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.002388] [CE 4.670 (4.756)] [KD 5.915 (5.947)] +2024-10-12 14:17:31,303 - Train: 30.01% [375450/1251000] [300.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.002387] [CE 4.332 (4.738)] [KD 5.589 (5.961)] +2024-10-12 14:17:38,747 - Train: 30.02% [375500/1251000] [300.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002387] [CE 4.876 (4.722)] [KD 6.106 (5.869)] +2024-10-12 14:17:46,348 - Train: 30.02% [375550/1251000] [300.2/1000.0] [batch_t 0.159 (0.152)] [data_t 0.006] [optim_t 0.153] [lr 0.002387] [CE 4.697 (4.792)] [KD 5.773 (5.944)] +2024-10-12 14:17:53,950 - Train: 30.02% [375600/1251000] [300.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002387] [CE 4.594 (4.816)] [KD 5.868 (6.002)] +2024-10-12 14:18:01,609 - Train: 30.03% [375650/1251000] [300.3/1000.0] [batch_t 0.159 (0.153)] [data_t 0.004] [optim_t 0.155] [lr 0.002387] [CE 5.321 (4.818)] [KD 6.255 (6.124)] +2024-10-12 14:18:09,300 - Train: 30.03% [375700/1251000] [300.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.002387] [CE 4.886 (4.774)] [KD 5.967 (6.031)] +2024-10-12 14:18:16,891 - Train: 30.04% [375750/1251000] [300.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002387] [CE 4.489 (4.761)] [KD 6.027 (6.053)] +2024-10-12 14:18:24,330 - Train: 30.04% [375800/1251000] [300.4/1000.0] [batch_t 0.154 (0.149)] [data_t 0.006] [optim_t 0.149] [lr 0.002386] [CE 5.052 (4.797)] [KD 6.182 (6.053)] +2024-10-12 14:18:31,866 - Train: 30.04% [375850/1251000] [300.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002386] [CE 5.039 (4.831)] [KD 6.053 (6.002)] +2024-10-12 14:18:39,475 - Train: 30.05% [375900/1251000] [300.5/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.002386] [CE 4.999 (4.793)] [KD 6.149 (6.012)] +2024-10-12 14:18:46,881 - Train: 30.05% [375950/1251000] [300.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002386] [CE 4.737 (4.777)] [KD 5.985 (5.978)] +2024-10-12 14:18:54,519 - Train: 30.06% [376000/1251000] [300.6/1000.0] [batch_t 0.264 (0.153)] [data_t 0.004] [optim_t 0.260] [lr 0.002386] [CE 4.821 (4.811)] [KD 6.069 (6.032)] +2024-10-12 14:19:02,063 - Train: 30.06% [376050/1251000] [300.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002386] [CE 4.529 (4.738)] [KD 6.190 (5.982)] +2024-10-12 14:19:09,613 - Train: 30.06% [376100/1251000] [300.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002385] [CE 4.098 (4.692)] [KD 5.902 (5.968)] +2024-10-12 14:19:17,239 - Train: 30.07% [376150/1251000] [300.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002385] [CE 5.003 (4.782)] [KD 5.728 (6.003)] +2024-10-12 14:19:24,726 - Train: 30.07% [376200/1251000] [300.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002385] [CE 4.905 (4.786)] [KD 6.134 (6.036)] +2024-10-12 14:19:32,197 - Train: 30.08% [376250/1251000] [300.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.007] [optim_t 0.143] [lr 0.002385] [CE 4.861 (4.823)] [KD 6.305 (6.189)] +2024-10-12 14:19:39,929 - Train: 30.08% [376300/1251000] [300.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.002385] [CE 4.923 (4.767)] [KD 6.596 (6.102)] +2024-10-12 14:19:47,518 - Train: 30.08% [376350/1251000] [300.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.139] [lr 0.002385] [CE 4.947 (4.830)] [KD 5.949 (6.117)] +2024-10-12 14:19:55,219 - Train: 30.09% [376400/1251000] [300.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.002385] [CE 4.519 (4.780)] [KD 5.897 (6.012)] +2024-10-12 14:20:02,817 - Train: 30.09% [376450/1251000] [300.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002384] [CE 4.756 (4.806)] [KD 6.023 (6.065)] +2024-10-12 14:20:10,401 - Train: 30.10% [376500/1251000] [301.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002384] [CE 4.846 (4.789)] [KD 5.858 (5.973)] +2024-10-12 14:20:17,866 - Train: 30.10% [376550/1251000] [301.0/1000.0] [batch_t 0.138 (0.149)] [data_t 0.004] [optim_t 0.134] [lr 0.002384] [CE 4.752 (4.806)] [KD 5.797 (6.015)] +2024-10-12 14:20:23,838 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.110)] [top1_cnt 31474] [top5_cnt 42645] [top_all 50000] +2024-10-12 14:20:23,839 - net: 62.948 (85.290) +2024-10-12 14:20:29,631 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 34671] [top5_cnt 44554] [top_all 50000] +2024-10-12 14:20:29,632 - net_E: 69.342 (89.108) +2024-10-12 14:20:29,779 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.342 (epoch: 301)] +2024-10-12 14:20:29,780 - ==> Total time: 16:33:20 Eta: 1 day, 14:26:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 14:20:40,832 - Train: 30.10% [376600/1251000] [301.0/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.002384] [CE 4.283 (4.768)] [KD 5.663 (5.940)] +2024-10-12 14:20:48,215 - Train: 30.11% [376650/1251000] [301.1/1000.0] [batch_t 0.143 (0.148)] [data_t 0.003] [optim_t 0.140] [lr 0.002384] [CE 5.056 (4.758)] [KD 6.185 (5.990)] +2024-10-12 14:20:55,935 - Train: 30.11% [376700/1251000] [301.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002384] [CE 5.001 (4.781)] [KD 6.221 (5.995)] +2024-10-12 14:21:03,666 - Train: 30.12% [376750/1251000] [301.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.002383] [CE 5.050 (4.807)] [KD 5.818 (6.013)] +2024-10-12 14:21:11,103 - Train: 30.12% [376800/1251000] [301.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002383] [CE 4.781 (4.780)] [KD 5.885 (5.945)] +2024-10-12 14:21:18,772 - Train: 30.12% [376850/1251000] [301.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002383] [CE 4.384 (4.751)] [KD 5.718 (6.032)] +2024-10-12 14:21:26,161 - Train: 30.13% [376900/1251000] [301.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002383] [CE 4.664 (4.760)] [KD 5.927 (6.051)] +2024-10-12 14:21:33,694 - Train: 30.13% [376950/1251000] [301.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002383] [CE 4.340 (4.852)] [KD 5.820 (6.094)] +2024-10-12 14:21:41,358 - Train: 30.14% [377000/1251000] [301.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002383] [CE 4.379 (4.801)] [KD 5.756 (5.998)] +2024-10-12 14:21:48,759 - Train: 30.14% [377050/1251000] [301.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002383] [CE 4.891 (4.748)] [KD 6.164 (5.992)] +2024-10-12 14:21:56,241 - Train: 30.14% [377100/1251000] [301.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002382] [CE 4.773 (4.762)] [KD 6.140 (5.984)] +2024-10-12 14:22:03,900 - Train: 30.15% [377150/1251000] [301.5/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.002382] [CE 4.778 (4.774)] [KD 5.908 (6.091)] +2024-10-12 14:22:11,456 - Train: 30.15% [377200/1251000] [301.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002382] [CE 4.840 (4.776)] [KD 6.262 (6.030)] +2024-10-12 14:22:19,084 - Train: 30.16% [377250/1251000] [301.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002382] [CE 4.849 (4.787)] [KD 5.907 (6.037)] +2024-10-12 14:22:26,661 - Train: 30.16% [377300/1251000] [301.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002382] [CE 4.415 (4.740)] [KD 5.790 (6.030)] +2024-10-12 14:22:34,069 - Train: 30.16% [377350/1251000] [301.6/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.002382] [CE 4.693 (4.760)] [KD 6.014 (5.960)] +2024-10-12 14:22:41,838 - Train: 30.17% [377400/1251000] [301.7/1000.0] [batch_t 0.145 (0.155)] [data_t 0.003] [optim_t 0.142] [lr 0.002382] [CE 4.642 (4.754)] [KD 5.801 (5.957)] +2024-10-12 14:22:49,266 - Train: 30.17% [377450/1251000] [301.7/1000.0] [batch_t 0.152 (0.148)] [data_t 0.003] [optim_t 0.150] [lr 0.002381] [CE 4.312 (4.743)] [KD 5.528 (5.878)] +2024-10-12 14:22:56,676 - Train: 30.18% [377500/1251000] [301.8/1000.0] [batch_t 0.163 (0.148)] [data_t 0.008] [optim_t 0.155] [lr 0.002381] [CE 4.503 (4.779)] [KD 6.182 (6.015)] +2024-10-12 14:23:04,442 - Train: 30.18% [377550/1251000] [301.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.002381] [CE 4.413 (4.688)] [KD 5.770 (6.041)] +2024-10-12 14:23:12,155 - Train: 30.18% [377600/1251000] [301.8/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002381] [CE 4.524 (4.726)] [KD 6.212 (6.074)] +2024-10-12 14:23:19,598 - Train: 30.19% [377650/1251000] [301.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002381] [CE 4.838 (4.806)] [KD 6.370 (6.101)] +2024-10-12 14:23:27,266 - Train: 30.19% [377700/1251000] [301.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002381] [CE 4.584 (4.779)] [KD 6.012 (6.088)] +2024-10-12 14:23:34,661 - Train: 30.20% [377750/1251000] [302.0/1000.0] [batch_t 0.161 (0.148)] [data_t 0.004] [optim_t 0.157] [lr 0.002380] [CE 4.486 (4.822)] [KD 5.536 (6.084)] +2024-10-12 14:23:42,078 - Train: 30.20% [377800/1251000] [302.0/1000.0] [batch_t 0.138 (0.148)] [data_t 0.004] [optim_t 0.134] [lr 0.002380] [CE 4.715 (4.791)] [KD 5.884 (6.072)] +2024-10-12 14:23:48,185 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 30090] [top5_cnt 41652] [top_all 50000] +2024-10-12 14:23:48,185 - net: 60.180 (83.304) +2024-10-12 14:23:53,921 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 34714] [top5_cnt 44535] [top_all 50000] +2024-10-12 14:23:53,922 - net_E: 69.428 (89.070) +2024-10-12 14:23:54,110 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.428 (epoch: 302)] +2024-10-12 14:23:54,110 - ==> Total time: 16:36:45 Eta: 1 day, 14:23:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 14:24:04,365 - Train: 30.20% [377850/1251000] [302.0/1000.0] [batch_t 0.147 (0.162)] [data_t 0.006] [optim_t 0.141] [lr 0.002380] [CE 4.454 (4.814)] [KD 6.038 (6.044)] +2024-10-12 14:24:11,938 - Train: 30.21% [377900/1251000] [302.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002380] [CE 5.172 (4.743)] [KD 5.915 (5.918)] +2024-10-12 14:24:19,699 - Train: 30.21% [377950/1251000] [302.1/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.002380] [CE 4.682 (4.778)] [KD 5.984 (5.979)] +2024-10-12 14:24:27,157 - Train: 30.22% [378000/1251000] [302.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002380] [CE 4.683 (4.786)] [KD 5.692 (5.974)] +2024-10-12 14:24:34,706 - Train: 30.22% [378050/1251000] [302.2/1000.0] [batch_t 0.154 (0.151)] [data_t 0.006] [optim_t 0.148] [lr 0.002380] [CE 4.757 (4.756)] [KD 6.333 (6.009)] +2024-10-12 14:24:42,265 - Train: 30.22% [378100/1251000] [302.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002379] [CE 4.541 (4.811)] [KD 5.544 (6.045)] +2024-10-12 14:24:49,755 - Train: 30.23% [378150/1251000] [302.3/1000.0] [batch_t 0.161 (0.150)] [data_t 0.004] [optim_t 0.157] [lr 0.002379] [CE 4.257 (4.774)] [KD 5.727 (5.993)] +2024-10-12 14:24:57,302 - Train: 30.23% [378200/1251000] [302.3/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.002379] [CE 5.035 (4.802)] [KD 6.249 (6.006)] +2024-10-12 14:25:05,234 - Train: 30.24% [378250/1251000] [302.4/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.002379] [CE 4.648 (4.770)] [KD 5.964 (5.986)] +2024-10-12 14:25:12,679 - Train: 30.24% [378300/1251000] [302.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002379] [CE 4.812 (4.813)] [KD 5.994 (6.002)] +2024-10-12 14:25:20,254 - Train: 30.24% [378350/1251000] [302.4/1000.0] [batch_t 0.300 (0.151)] [data_t 0.004] [optim_t 0.296] [lr 0.002379] [CE 4.771 (4.812)] [KD 5.806 (6.053)] +2024-10-12 14:25:27,759 - Train: 30.25% [378400/1251000] [302.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.002378] [CE 4.999 (4.769)] [KD 5.915 (6.003)] +2024-10-12 14:25:35,322 - Train: 30.25% [378450/1251000] [302.5/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002378] [CE 4.245 (4.816)] [KD 5.877 (6.025)] +2024-10-12 14:25:43,336 - Train: 30.26% [378500/1251000] [302.6/1000.0] [batch_t 0.148 (0.160)] [data_t 0.004] [optim_t 0.145] [lr 0.002378] [CE 4.493 (4.777)] [KD 5.641 (6.075)] +2024-10-12 14:25:51,000 - Train: 30.26% [378550/1251000] [302.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.002378] [CE 4.642 (4.777)] [KD 6.290 (5.971)] +2024-10-12 14:25:58,567 - Train: 30.26% [378600/1251000] [302.6/1000.0] [batch_t 0.157 (0.151)] [data_t 0.003] [optim_t 0.154] [lr 0.002378] [CE 5.035 (4.816)] [KD 6.633 (6.015)] +2024-10-12 14:26:06,217 - Train: 30.27% [378650/1251000] [302.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002378] [CE 4.723 (4.758)] [KD 6.473 (6.074)] +2024-10-12 14:26:13,929 - Train: 30.27% [378700/1251000] [302.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.002378] [CE 4.623 (4.767)] [KD 5.917 (6.040)] +2024-10-12 14:26:21,446 - Train: 30.28% [378750/1251000] [302.8/1000.0] [batch_t 0.272 (0.150)] [data_t 0.005] [optim_t 0.267] [lr 0.002377] [CE 4.575 (4.793)] [KD 5.860 (6.014)] +2024-10-12 14:26:29,075 - Train: 30.28% [378800/1251000] [302.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.006] [optim_t 0.139] [lr 0.002377] [CE 4.910 (4.842)] [KD 6.147 (5.980)] +2024-10-12 14:26:36,485 - Train: 30.28% [378850/1251000] [302.8/1000.0] [batch_t 0.152 (0.148)] [data_t 0.003] [optim_t 0.149] [lr 0.002377] [CE 4.540 (4.810)] [KD 5.814 (5.947)] +2024-10-12 14:26:43,998 - Train: 30.29% [378900/1251000] [302.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002377] [CE 4.855 (4.775)] [KD 5.666 (6.027)] +2024-10-12 14:26:51,555 - Train: 30.29% [378950/1251000] [302.9/1000.0] [batch_t 0.154 (0.151)] [data_t 0.006] [optim_t 0.148] [lr 0.002377] [CE 5.029 (4.891)] [KD 5.908 (6.031)] +2024-10-12 14:26:58,941 - Train: 30.30% [379000/1251000] [303.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002377] [CE 5.226 (4.837)] [KD 6.151 (6.040)] +2024-10-12 14:27:06,449 - Train: 30.30% [379050/1251000] [303.0/1000.0] [batch_t 0.143 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.002377] [CE 4.294 (4.749)] [KD 5.747 (5.971)] +2024-10-12 14:27:12,563 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 31307] [top5_cnt 42389] [top_all 50000] +2024-10-12 14:27:12,564 - net: 62.614 (84.778) +2024-10-12 14:27:18,395 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34741] [top5_cnt 44525] [top_all 50000] +2024-10-12 14:27:18,395 - net_E: 69.482 (89.050) +2024-10-12 14:27:18,544 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.482 (epoch: 303)] +2024-10-12 14:27:18,545 - ==> Total time: 16:40:09 Eta: 1 day, 14:20:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 14:27:29,095 - Train: 30.30% [379100/1251000] [303.0/1000.0] [batch_t 0.158 (0.165)] [data_t 0.003] [optim_t 0.156] [lr 0.002376] [CE 4.332 (4.859)] [KD 5.776 (6.051)] +2024-10-12 14:27:36,510 - Train: 30.31% [379150/1251000] [303.1/1000.0] [batch_t 0.151 (0.148)] [data_t 0.006] [optim_t 0.146] [lr 0.002376] [CE 4.729 (4.787)] [KD 5.823 (5.903)] +2024-10-12 14:27:44,223 - Train: 30.31% [379200/1251000] [303.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.006] [optim_t 0.139] [lr 0.002376] [CE 4.804 (4.771)] [KD 6.107 (6.029)] +2024-10-12 14:27:51,771 - Train: 30.32% [379250/1251000] [303.2/1000.0] [batch_t 0.155 (0.151)] [data_t 0.006] [optim_t 0.149] [lr 0.002376] [CE 5.393 (4.772)] [KD 6.176 (6.080)] +2024-10-12 14:27:59,420 - Train: 30.32% [379300/1251000] [303.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002376] [CE 5.125 (4.774)] [KD 6.348 (6.047)] +2024-10-12 14:28:07,027 - Train: 30.32% [379350/1251000] [303.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002376] [CE 4.931 (4.841)] [KD 6.234 (5.986)] +2024-10-12 14:28:14,885 - Train: 30.33% [379400/1251000] [303.3/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.002375] [CE 5.112 (4.805)] [KD 6.189 (6.057)] +2024-10-12 14:28:22,405 - Train: 30.33% [379450/1251000] [303.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.002375] [CE 5.299 (4.762)] [KD 6.229 (5.957)] +2024-10-12 14:28:29,959 - Train: 30.34% [379500/1251000] [303.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002375] [CE 4.618 (4.800)] [KD 5.825 (6.020)] +2024-10-12 14:28:37,478 - Train: 30.34% [379550/1251000] [303.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002375] [CE 4.476 (4.705)] [KD 5.546 (5.943)] +2024-10-12 14:28:44,990 - Train: 30.34% [379600/1251000] [303.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.007] [optim_t 0.139] [lr 0.002375] [CE 4.796 (4.737)] [KD 6.022 (5.894)] +2024-10-12 14:28:52,861 - Train: 30.35% [379650/1251000] [303.5/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.002375] [CE 4.731 (4.780)] [KD 5.980 (6.019)] +2024-10-12 14:29:00,220 - Train: 30.35% [379700/1251000] [303.5/1000.0] [batch_t 0.149 (0.147)] [data_t 0.006] [optim_t 0.144] [lr 0.002375] [CE 5.191 (4.824)] [KD 6.146 (6.142)] +2024-10-12 14:29:07,643 - Train: 30.36% [379750/1251000] [303.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002374] [CE 4.745 (4.790)] [KD 6.099 (6.076)] +2024-10-12 14:29:15,157 - Train: 30.36% [379800/1251000] [303.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.008] [optim_t 0.140] [lr 0.002374] [CE 4.863 (4.750)] [KD 6.245 (5.975)] +2024-10-12 14:29:22,799 - Train: 30.36% [379850/1251000] [303.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.002374] [CE 4.443 (4.765)] [KD 5.558 (6.011)] +2024-10-12 14:29:30,180 - Train: 30.37% [379900/1251000] [303.7/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.140] [lr 0.002374] [CE 5.046 (4.780)] [KD 6.215 (5.974)] +2024-10-12 14:29:37,764 - Train: 30.37% [379950/1251000] [303.7/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002374] [CE 4.482 (4.763)] [KD 6.320 (6.076)] +2024-10-12 14:29:45,236 - Train: 30.38% [380000/1251000] [303.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002374] [CE 4.501 (4.769)] [KD 5.988 (6.048)] +2024-10-12 14:29:53,006 - Train: 30.38% [380050/1251000] [303.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.002373] [CE 4.934 (4.838)] [KD 6.014 (5.983)] +2024-10-12 14:30:00,392 - Train: 30.38% [380100/1251000] [303.8/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002373] [CE 4.498 (4.749)] [KD 5.827 (5.992)] +2024-10-12 14:30:07,953 - Train: 30.39% [380150/1251000] [303.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.002373] [CE 5.192 (4.784)] [KD 5.978 (5.984)] +2024-10-12 14:30:15,320 - Train: 30.39% [380200/1251000] [303.9/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.002373] [CE 4.973 (4.795)] [KD 6.008 (6.045)] +2024-10-12 14:30:22,857 - Train: 30.40% [380250/1251000] [304.0/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.151] [lr 0.002373] [CE 5.302 (4.835)] [KD 6.477 (6.062)] +2024-10-12 14:30:30,196 - Train: 30.40% [380300/1251000] [304.0/1000.0] [batch_t 0.141 (0.147)] [data_t 0.006] [optim_t 0.135] [lr 0.002373] [CE 4.663 (4.849)] [KD 6.000 (5.971)] +2024-10-12 14:30:36,470 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 30089] [top5_cnt 41680] [top_all 50000] +2024-10-12 14:30:36,470 - net: 60.178 (83.360) +2024-10-12 14:30:42,201 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 34691] [top5_cnt 44534] [top_all 50000] +2024-10-12 14:30:42,202 - net_E: 69.382 (89.068) +2024-10-12 14:30:42,349 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.482 (epoch: 303)] +2024-10-12 14:30:42,349 - ==> Total time: 16:43:33 Eta: 1 day, 14:17:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 14:30:51,433 - Train: 30.40% [380350/1251000] [304.0/1000.0] [batch_t 0.147 (0.167)] [data_t 0.003] [optim_t 0.144] [lr 0.002373] [CE 4.843 (4.801)] [KD 6.278 (5.990)] +2024-10-12 14:30:59,318 - Train: 30.41% [380400/1251000] [304.1/1000.0] [batch_t 0.145 (0.158)] [data_t 0.005] [optim_t 0.140] [lr 0.002372] [CE 4.301 (4.747)] [KD 5.943 (5.968)] +2024-10-12 14:31:07,021 - Train: 30.41% [380450/1251000] [304.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002372] [CE 4.406 (4.769)] [KD 6.204 (5.925)] +2024-10-12 14:31:14,437 - Train: 30.42% [380500/1251000] [304.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002372] [CE 4.193 (4.764)] [KD 5.302 (5.939)] +2024-10-12 14:31:21,862 - Train: 30.42% [380550/1251000] [304.2/1000.0] [batch_t 0.154 (0.148)] [data_t 0.004] [optim_t 0.150] [lr 0.002372] [CE 4.156 (4.701)] [KD 6.251 (6.054)] +2024-10-12 14:31:29,324 - Train: 30.42% [380600/1251000] [304.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002372] [CE 5.040 (4.731)] [KD 6.240 (5.950)] +2024-10-12 14:31:36,896 - Train: 30.43% [380650/1251000] [304.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.002372] [CE 4.756 (4.740)] [KD 6.161 (5.978)] +2024-10-12 14:31:44,447 - Train: 30.43% [380700/1251000] [304.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002371] [CE 4.245 (4.807)] [KD 5.562 (6.023)] +2024-10-12 14:31:51,877 - Train: 30.44% [380750/1251000] [304.4/1000.0] [batch_t 0.153 (0.148)] [data_t 0.006] [optim_t 0.148] [lr 0.002371] [CE 5.218 (4.789)] [KD 6.049 (5.984)] +2024-10-12 14:31:59,630 - Train: 30.44% [380800/1251000] [304.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.002371] [CE 5.226 (4.757)] [KD 6.188 (6.028)] +2024-10-12 14:32:07,313 - Train: 30.44% [380850/1251000] [304.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.002371] [CE 5.024 (4.738)] [KD 5.740 (5.978)] +2024-10-12 14:32:14,863 - Train: 30.45% [380900/1251000] [304.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002371] [CE 5.369 (4.792)] [KD 6.334 (5.985)] +2024-10-12 14:32:22,270 - Train: 30.45% [380950/1251000] [304.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002371] [CE 5.032 (4.851)] [KD 6.002 (6.040)] +2024-10-12 14:32:29,763 - Train: 30.46% [381000/1251000] [304.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002371] [CE 4.520 (4.776)] [KD 5.841 (5.974)] +2024-10-12 14:32:37,484 - Train: 30.46% [381050/1251000] [304.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.002370] [CE 4.957 (4.813)] [KD 6.252 (6.084)] +2024-10-12 14:32:45,012 - Train: 30.46% [381100/1251000] [304.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.002370] [CE 4.312 (4.764)] [KD 5.961 (5.992)] +2024-10-12 14:32:52,634 - Train: 30.47% [381150/1251000] [304.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.002370] [CE 4.850 (4.852)] [KD 6.100 (6.046)] +2024-10-12 14:33:00,367 - Train: 30.47% [381200/1251000] [304.7/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.002370] [CE 4.695 (4.813)] [KD 5.907 (6.022)] +2024-10-12 14:33:08,138 - Train: 30.48% [381250/1251000] [304.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.002370] [CE 4.867 (4.809)] [KD 5.784 (6.019)] +2024-10-12 14:33:15,565 - Train: 30.48% [381300/1251000] [304.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002370] [CE 4.894 (4.709)] [KD 5.789 (5.912)] +2024-10-12 14:33:22,979 - Train: 30.48% [381350/1251000] [304.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002370] [CE 4.674 (4.774)] [KD 5.950 (6.061)] +2024-10-12 14:33:30,605 - Train: 30.49% [381400/1251000] [304.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002369] [CE 4.701 (4.821)] [KD 5.729 (6.081)] +2024-10-12 14:33:38,134 - Train: 30.49% [381450/1251000] [304.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.002369] [CE 4.495 (4.807)] [KD 5.541 (5.970)] +2024-10-12 14:33:45,617 - Train: 30.50% [381500/1251000] [305.0/1000.0] [batch_t 0.143 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.002369] [CE 4.641 (4.732)] [KD 5.698 (5.972)] +2024-10-12 14:33:53,181 - Train: 30.50% [381550/1251000] [305.0/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.002369] [CE 4.867 (4.762)] [KD 5.831 (5.948)] +2024-10-12 14:33:59,517 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 30546] [top5_cnt 41832] [top_all 50000] +2024-10-12 14:33:59,518 - net: 61.092 (83.664) +2024-10-12 14:34:05,373 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 34699] [top5_cnt 44537] [top_all 50000] +2024-10-12 14:34:05,373 - net_E: 69.398 (89.074) +2024-10-12 14:34:05,523 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.482 (epoch: 303)] +2024-10-12 14:34:05,523 - ==> Total time: 16:46:56 Eta: 1 day, 14:14:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 14:34:14,435 - Train: 30.50% [381600/1251000] [305.0/1000.0] [batch_t 0.146 (0.159)] [data_t 0.005] [optim_t 0.142] [lr 0.002369] [CE 4.807 (4.697)] [KD 6.046 (5.862)] +2024-10-12 14:34:21,993 - Train: 30.51% [381650/1251000] [305.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002369] [CE 4.446 (4.828)] [KD 5.624 (6.049)] +2024-10-12 14:34:29,570 - Train: 30.51% [381700/1251000] [305.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002368] [CE 4.412 (4.734)] [KD 5.834 (5.970)] +2024-10-12 14:34:37,105 - Train: 30.52% [381750/1251000] [305.2/1000.0] [batch_t 0.143 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.002368] [CE 4.969 (4.806)] [KD 6.064 (6.004)] +2024-10-12 14:34:44,730 - Train: 30.52% [381800/1251000] [305.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002368] [CE 4.632 (4.772)] [KD 6.125 (5.961)] +2024-10-12 14:34:52,432 - Train: 30.52% [381850/1251000] [305.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002368] [CE 4.983 (4.780)] [KD 6.059 (6.014)] +2024-10-12 14:34:59,928 - Train: 30.53% [381900/1251000] [305.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002368] [CE 4.519 (4.734)] [KD 5.692 (5.966)] +2024-10-12 14:35:07,326 - Train: 30.53% [381950/1251000] [305.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002368] [CE 4.572 (4.762)] [KD 6.073 (6.009)] +2024-10-12 14:35:14,743 - Train: 30.54% [382000/1251000] [305.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.002368] [CE 4.860 (4.762)] [KD 6.024 (5.971)] +2024-10-12 14:35:22,280 - Train: 30.54% [382050/1251000] [305.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002367] [CE 4.912 (4.718)] [KD 6.403 (6.002)] +2024-10-12 14:35:30,104 - Train: 30.54% [382100/1251000] [305.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.002367] [CE 4.608 (4.749)] [KD 6.090 (5.969)] +2024-10-12 14:35:37,761 - Train: 30.55% [382150/1251000] [305.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002367] [CE 4.791 (4.761)] [KD 6.161 (6.038)] +2024-10-12 14:35:45,308 - Train: 30.55% [382200/1251000] [305.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002367] [CE 4.293 (4.761)] [KD 6.013 (6.031)] +2024-10-12 14:35:52,798 - Train: 30.56% [382250/1251000] [305.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002367] [CE 5.304 (4.833)] [KD 6.148 (6.063)] +2024-10-12 14:36:00,386 - Train: 30.56% [382300/1251000] [305.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002367] [CE 4.659 (4.767)] [KD 5.775 (6.060)] +2024-10-12 14:36:07,938 - Train: 30.56% [382350/1251000] [305.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.002366] [CE 4.200 (4.784)] [KD 5.734 (5.983)] +2024-10-12 14:36:15,630 - Train: 30.57% [382400/1251000] [305.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.002366] [CE 4.417 (4.758)] [KD 5.913 (5.980)] +2024-10-12 14:36:23,109 - Train: 30.57% [382450/1251000] [305.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.007] [optim_t 0.141] [lr 0.002366] [CE 5.128 (4.780)] [KD 6.160 (6.040)] +2024-10-12 14:36:30,756 - Train: 30.58% [382500/1251000] [305.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.002366] [CE 4.764 (4.848)] [KD 6.137 (6.058)] +2024-10-12 14:36:38,350 - Train: 30.58% [382550/1251000] [305.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002366] [CE 5.034 (4.833)] [KD 6.177 (6.082)] +2024-10-12 14:36:45,883 - Train: 30.58% [382600/1251000] [305.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002366] [CE 4.254 (4.737)] [KD 6.077 (6.011)] +2024-10-12 14:36:53,372 - Train: 30.59% [382650/1251000] [305.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002366] [CE 5.197 (4.722)] [KD 6.428 (5.982)] +2024-10-12 14:37:00,977 - Train: 30.59% [382700/1251000] [305.9/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.002365] [CE 4.443 (4.785)] [KD 6.086 (6.040)] +2024-10-12 14:37:08,410 - Train: 30.60% [382750/1251000] [306.0/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002365] [CE 4.555 (4.787)] [KD 5.714 (5.990)] +2024-10-12 14:37:15,772 - Train: 30.60% [382800/1251000] [306.0/1000.0] [batch_t 0.139 (0.147)] [data_t 0.005] [optim_t 0.135] [lr 0.002365] [CE 5.231 (4.767)] [KD 5.946 (5.992)] +2024-10-12 14:37:22,235 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 30094] [top5_cnt 41466] [top_all 50000] +2024-10-12 14:37:22,236 - net: 60.188 (82.932) +2024-10-12 14:37:28,065 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 34695] [top5_cnt 44508] [top_all 50000] +2024-10-12 14:37:28,066 - net_E: 69.390 (89.016) +2024-10-12 14:37:28,193 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.482 (epoch: 303)] +2024-10-12 14:37:28,194 - ==> Total time: 16:50:19 Eta: 1 day, 14:11:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 14:37:36,779 - Train: 30.60% [382850/1251000] [306.0/1000.0] [batch_t 0.149 (0.160)] [data_t 0.004] [optim_t 0.145] [lr 0.002365] [CE 4.770 (4.802)] [KD 5.931 (5.998)] +2024-10-12 14:37:44,564 - Train: 30.61% [382900/1251000] [306.1/1000.0] [batch_t 0.145 (0.156)] [data_t 0.006] [optim_t 0.139] [lr 0.002365] [CE 4.791 (4.709)] [KD 5.850 (5.974)] +2024-10-12 14:37:52,358 - Train: 30.61% [382950/1251000] [306.1/1000.0] [batch_t 0.145 (0.156)] [data_t 0.005] [optim_t 0.140] [lr 0.002365] [CE 4.757 (4.768)] [KD 6.191 (5.957)] +2024-10-12 14:37:59,924 - Train: 30.62% [383000/1251000] [306.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002364] [CE 4.828 (4.710)] [KD 5.963 (6.022)] +2024-10-12 14:38:07,418 - Train: 30.62% [383050/1251000] [306.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002364] [CE 4.972 (4.734)] [KD 6.741 (6.054)] +2024-10-12 14:38:14,972 - Train: 30.62% [383100/1251000] [306.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.008] [optim_t 0.141] [lr 0.002364] [CE 4.636 (4.798)] [KD 6.131 (6.067)] +2024-10-12 14:38:22,383 - Train: 30.63% [383150/1251000] [306.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002364] [CE 4.850 (4.816)] [KD 5.974 (5.890)] +2024-10-12 14:38:30,150 - Train: 30.63% [383200/1251000] [306.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.002364] [CE 4.440 (4.792)] [KD 5.829 (5.994)] +2024-10-12 14:38:37,755 - Train: 30.64% [383250/1251000] [306.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002364] [CE 5.031 (4.770)] [KD 6.208 (6.006)] +2024-10-12 14:38:45,124 - Train: 30.64% [383300/1251000] [306.4/1000.0] [batch_t 0.150 (0.147)] [data_t 0.005] [optim_t 0.145] [lr 0.002364] [CE 4.854 (4.750)] [KD 6.154 (5.996)] +2024-10-12 14:38:52,511 - Train: 30.64% [383350/1251000] [306.4/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002363] [CE 4.600 (4.839)] [KD 5.923 (6.024)] +2024-10-12 14:39:00,167 - Train: 30.65% [383400/1251000] [306.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.002363] [CE 4.565 (4.734)] [KD 5.559 (5.929)] +2024-10-12 14:39:07,916 - Train: 30.65% [383450/1251000] [306.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.002363] [CE 4.604 (4.775)] [KD 6.010 (5.977)] +2024-10-12 14:39:15,340 - Train: 30.66% [383500/1251000] [306.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002363] [CE 4.670 (4.806)] [KD 6.074 (6.016)] +2024-10-12 14:39:22,968 - Train: 30.66% [383550/1251000] [306.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002363] [CE 5.167 (4.800)] [KD 6.120 (6.058)] +2024-10-12 14:39:30,473 - Train: 30.66% [383600/1251000] [306.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002363] [CE 4.730 (4.846)] [KD 6.113 (6.009)] +2024-10-12 14:39:37,944 - Train: 30.67% [383650/1251000] [306.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002362] [CE 5.089 (4.775)] [KD 5.967 (6.012)] +2024-10-12 14:39:45,379 - Train: 30.67% [383700/1251000] [306.7/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.002362] [CE 4.798 (4.785)] [KD 5.913 (5.989)] +2024-10-12 14:39:53,009 - Train: 30.68% [383750/1251000] [306.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002362] [CE 4.654 (4.729)] [KD 5.541 (5.996)] +2024-10-12 14:40:00,734 - Train: 30.68% [383800/1251000] [306.8/1000.0] [batch_t 0.258 (0.154)] [data_t 0.006] [optim_t 0.252] [lr 0.002362] [CE 4.775 (4.790)] [KD 6.122 (5.904)] +2024-10-12 14:40:08,305 - Train: 30.68% [383850/1251000] [306.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.002362] [CE 4.904 (4.824)] [KD 5.872 (6.047)] +2024-10-12 14:40:15,731 - Train: 30.69% [383900/1251000] [306.9/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.002362] [CE 4.697 (4.744)] [KD 5.621 (5.925)] +2024-10-12 14:40:23,232 - Train: 30.69% [383950/1251000] [306.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002362] [CE 5.343 (4.806)] [KD 6.103 (5.916)] +2024-10-12 14:40:30,632 - Train: 30.70% [384000/1251000] [307.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002361] [CE 4.904 (4.767)] [KD 5.964 (6.025)] +2024-10-12 14:40:38,358 - Train: 30.70% [384050/1251000] [307.0/1000.0] [batch_t 0.141 (0.154)] [data_t 0.003] [optim_t 0.138] [lr 0.002361] [CE 4.625 (4.795)] [KD 6.125 (5.988)] +2024-10-12 14:40:44,998 - Test (net): 100.00% [50/50] [batch_t 0.020 (0.106)] [top1_cnt 30083] [top5_cnt 41720] [top_all 50000] +2024-10-12 14:40:44,998 - net: 60.166 (83.440) +2024-10-12 14:40:50,781 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 34657] [top5_cnt 44576] [top_all 50000] +2024-10-12 14:40:50,781 - net_E: 69.314 (89.152) +2024-10-12 14:40:50,902 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.482 (epoch: 303)] +2024-10-12 14:40:50,902 - ==> Total time: 16:53:41 Eta: 1 day, 14:08:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 14:40:59,396 - Train: 30.70% [384100/1251000] [307.0/1000.0] [batch_t 0.148 (0.164)] [data_t 0.005] [optim_t 0.143] [lr 0.002361] [CE 4.428 (4.804)] [KD 5.685 (5.931)] +2024-10-12 14:41:06,865 - Train: 30.71% [384150/1251000] [307.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002361] [CE 4.840 (4.812)] [KD 5.844 (5.964)] +2024-10-12 14:41:14,514 - Train: 30.71% [384200/1251000] [307.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.002361] [CE 4.567 (4.766)] [KD 5.928 (6.003)] +2024-10-12 14:41:22,197 - Train: 30.72% [384250/1251000] [307.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002361] [CE 4.489 (4.806)] [KD 5.785 (6.074)] +2024-10-12 14:41:29,768 - Train: 30.72% [384300/1251000] [307.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002360] [CE 5.295 (4.749)] [KD 5.759 (5.926)] +2024-10-12 14:41:37,326 - Train: 30.72% [384350/1251000] [307.2/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002360] [CE 5.352 (4.783)] [KD 6.468 (5.995)] +2024-10-12 14:41:44,750 - Train: 30.73% [384400/1251000] [307.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002360] [CE 4.434 (4.718)] [KD 5.731 (5.955)] +2024-10-12 14:41:52,445 - Train: 30.73% [384450/1251000] [307.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002360] [CE 4.696 (4.676)] [KD 6.107 (5.940)] +2024-10-12 14:42:00,107 - Train: 30.74% [384500/1251000] [307.4/1000.0] [batch_t 0.267 (0.153)] [data_t 0.004] [optim_t 0.263] [lr 0.002360] [CE 4.500 (4.729)] [KD 5.950 (5.947)] +2024-10-12 14:42:07,693 - Train: 30.74% [384550/1251000] [307.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002360] [CE 4.913 (4.767)] [KD 6.271 (5.997)] +2024-10-12 14:42:15,154 - Train: 30.74% [384600/1251000] [307.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002360] [CE 4.710 (4.771)] [KD 5.543 (5.969)] +2024-10-12 14:42:22,852 - Train: 30.75% [384650/1251000] [307.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002359] [CE 4.528 (4.732)] [KD 5.675 (5.954)] +2024-10-12 14:42:30,254 - Train: 30.75% [384700/1251000] [307.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002359] [CE 4.860 (4.776)] [KD 5.775 (6.084)] +2024-10-12 14:42:37,727 - Train: 30.76% [384750/1251000] [307.6/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.002359] [CE 4.763 (4.788)] [KD 6.196 (5.985)] +2024-10-12 14:42:45,333 - Train: 30.76% [384800/1251000] [307.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002359] [CE 4.979 (4.740)] [KD 6.370 (6.047)] +2024-10-12 14:42:53,023 - Train: 30.76% [384850/1251000] [307.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.002359] [CE 5.049 (4.776)] [KD 6.131 (5.967)] +2024-10-12 14:43:00,693 - Train: 30.77% [384900/1251000] [307.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.002359] [CE 4.694 (4.812)] [KD 6.219 (5.992)] +2024-10-12 14:43:08,308 - Train: 30.77% [384950/1251000] [307.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002358] [CE 4.798 (4.805)] [KD 6.074 (6.092)] +2024-10-12 14:43:15,784 - Train: 30.78% [385000/1251000] [307.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002358] [CE 4.752 (4.803)] [KD 6.112 (5.994)] +2024-10-12 14:43:23,255 - Train: 30.78% [385050/1251000] [307.8/1000.0] [batch_t 0.143 (0.149)] [data_t 0.003] [optim_t 0.140] [lr 0.002358] [CE 4.948 (4.798)] [KD 5.898 (5.980)] +2024-10-12 14:43:30,951 - Train: 30.78% [385100/1251000] [307.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.002358] [CE 4.726 (4.773)] [KD 6.072 (6.000)] +2024-10-12 14:43:38,554 - Train: 30.79% [385150/1251000] [307.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002358] [CE 4.541 (4.791)] [KD 5.833 (6.037)] +2024-10-12 14:43:46,122 - Train: 30.79% [385200/1251000] [307.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.002358] [CE 4.526 (4.712)] [KD 6.031 (5.966)] +2024-10-12 14:43:53,569 - Train: 30.80% [385250/1251000] [308.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002358] [CE 4.775 (4.776)] [KD 5.798 (6.026)] +2024-10-12 14:44:01,217 - Train: 30.80% [385300/1251000] [308.0/1000.0] [batch_t 0.139 (0.153)] [data_t 0.005] [optim_t 0.135] [lr 0.002357] [CE 5.340 (4.777)] [KD 6.215 (5.974)] +2024-10-12 14:44:08,374 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.111)] [top1_cnt 28191] [top5_cnt 40087] [top_all 50000] +2024-10-12 14:44:08,374 - net: 56.382 (80.174) +2024-10-12 14:44:14,097 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34620] [top5_cnt 44565] [top_all 50000] +2024-10-12 14:44:14,097 - net_E: 69.240 (89.130) +2024-10-12 14:44:14,234 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.482 (epoch: 303)] +2024-10-12 14:44:14,235 - ==> Total time: 16:57:05 Eta: 1 day, 14:05:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 14:44:22,660 - Train: 30.80% [385350/1251000] [308.0/1000.0] [batch_t 0.154 (0.167)] [data_t 0.004] [optim_t 0.150] [lr 0.002357] [CE 4.945 (4.742)] [KD 5.894 (5.921)] +2024-10-12 14:44:30,102 - Train: 30.81% [385400/1251000] [308.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002357] [CE 4.717 (4.681)] [KD 5.758 (5.832)] +2024-10-12 14:44:37,942 - Train: 30.81% [385450/1251000] [308.1/1000.0] [batch_t 0.145 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.002357] [CE 4.489 (4.757)] [KD 6.174 (5.962)] +2024-10-12 14:44:45,308 - Train: 30.82% [385500/1251000] [308.2/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.002357] [CE 4.659 (4.745)] [KD 6.199 (5.942)] +2024-10-12 14:44:52,692 - Train: 30.82% [385550/1251000] [308.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002357] [CE 5.072 (4.848)] [KD 6.010 (6.032)] +2024-10-12 14:45:00,372 - Train: 30.82% [385600/1251000] [308.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.002357] [CE 5.170 (4.832)] [KD 6.161 (6.067)] +2024-10-12 14:45:07,797 - Train: 30.83% [385650/1251000] [308.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.007] [optim_t 0.141] [lr 0.002356] [CE 5.111 (4.791)] [KD 6.130 (5.962)] +2024-10-12 14:45:15,343 - Train: 30.83% [385700/1251000] [308.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002356] [CE 4.655 (4.807)] [KD 5.729 (6.007)] +2024-10-12 14:45:23,082 - Train: 30.84% [385750/1251000] [308.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.002356] [CE 5.191 (4.807)] [KD 6.408 (6.043)] +2024-10-12 14:45:30,582 - Train: 30.84% [385800/1251000] [308.4/1000.0] [batch_t 0.165 (0.150)] [data_t 0.003] [optim_t 0.162] [lr 0.002356] [CE 4.775 (4.704)] [KD 6.115 (5.934)] +2024-10-12 14:45:38,106 - Train: 30.84% [385850/1251000] [308.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002356] [CE 4.784 (4.781)] [KD 6.118 (6.033)] +2024-10-12 14:45:45,637 - Train: 30.85% [385900/1251000] [308.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002356] [CE 5.330 (4.724)] [KD 6.196 (5.953)] +2024-10-12 14:45:53,081 - Train: 30.85% [385950/1251000] [308.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.002355] [CE 4.541 (4.824)] [KD 5.728 (6.020)] +2024-10-12 14:46:00,791 - Train: 30.86% [386000/1251000] [308.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.002355] [CE 4.601 (4.777)] [KD 5.817 (5.872)] +2024-10-12 14:46:08,244 - Train: 30.86% [386050/1251000] [308.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.002355] [CE 4.827 (4.774)] [KD 6.380 (5.984)] +2024-10-12 14:46:15,753 - Train: 30.86% [386100/1251000] [308.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002355] [CE 4.364 (4.780)] [KD 5.720 (5.947)] +2024-10-12 14:46:23,205 - Train: 30.87% [386150/1251000] [308.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002355] [CE 4.889 (4.764)] [KD 5.783 (5.969)] +2024-10-12 14:46:30,780 - Train: 30.87% [386200/1251000] [308.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002355] [CE 5.168 (4.785)] [KD 6.149 (6.002)] +2024-10-12 14:46:38,230 - Train: 30.88% [386250/1251000] [308.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002355] [CE 4.818 (4.701)] [KD 5.899 (5.941)] +2024-10-12 14:46:45,703 - Train: 30.88% [386300/1251000] [308.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002354] [CE 4.546 (4.725)] [KD 6.008 (5.951)] +2024-10-12 14:46:53,172 - Train: 30.88% [386350/1251000] [308.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002354] [CE 4.803 (4.813)] [KD 5.909 (5.989)] +2024-10-12 14:47:00,561 - Train: 30.89% [386400/1251000] [308.9/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.002354] [CE 4.695 (4.780)] [KD 6.050 (6.004)] +2024-10-12 14:47:08,242 - Train: 30.89% [386450/1251000] [308.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002354] [CE 4.874 (4.800)] [KD 6.062 (6.028)] +2024-10-12 14:47:15,670 - Train: 30.90% [386500/1251000] [309.0/1000.0] [batch_t 0.150 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.002354] [CE 4.444 (4.788)] [KD 5.866 (6.033)] +2024-10-12 14:47:23,259 - Train: 30.90% [386550/1251000] [309.0/1000.0] [batch_t 0.140 (0.152)] [data_t 0.005] [optim_t 0.135] [lr 0.002354] [CE 4.500 (4.773)] [KD 5.681 (5.970)] +2024-10-12 14:47:30,273 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 29767] [top5_cnt 41350] [top_all 50000] +2024-10-12 14:47:30,273 - net: 59.534 (82.700) +2024-10-12 14:47:36,090 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34650] [top5_cnt 44552] [top_all 50000] +2024-10-12 14:47:36,091 - net_E: 69.300 (89.104) +2024-10-12 14:47:36,225 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.482 (epoch: 303)] +2024-10-12 14:47:36,225 - ==> Total time: 17:00:27 Eta: 1 day, 14:01:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 14:47:44,536 - Train: 30.90% [386600/1251000] [309.0/1000.0] [batch_t 0.153 (0.167)] [data_t 0.004] [optim_t 0.148] [lr 0.002353] [CE 4.400 (4.748)] [KD 5.679 (5.901)] +2024-10-12 14:47:52,026 - Train: 30.91% [386650/1251000] [309.1/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002353] [CE 4.984 (4.747)] [KD 6.486 (5.935)] +2024-10-12 14:47:59,486 - Train: 30.91% [386700/1251000] [309.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.002353] [CE 5.082 (4.756)] [KD 6.136 (6.006)] +2024-10-12 14:48:07,117 - Train: 30.92% [386750/1251000] [309.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002353] [CE 4.941 (4.814)] [KD 6.343 (6.002)] +2024-10-12 14:48:14,869 - Train: 30.92% [386800/1251000] [309.2/1000.0] [batch_t 0.155 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.002353] [CE 5.113 (4.804)] [KD 6.194 (6.058)] +2024-10-12 14:48:22,410 - Train: 30.92% [386850/1251000] [309.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002353] [CE 5.225 (4.843)] [KD 6.292 (6.174)] +2024-10-12 14:48:30,003 - Train: 30.93% [386900/1251000] [309.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.002353] [CE 4.987 (4.780)] [KD 6.433 (6.015)] +2024-10-12 14:48:37,525 - Train: 30.93% [386950/1251000] [309.3/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.002352] [CE 5.373 (4.728)] [KD 6.343 (6.004)] +2024-10-12 14:48:45,049 - Train: 30.94% [387000/1251000] [309.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002352] [CE 4.797 (4.712)] [KD 6.022 (5.957)] +2024-10-12 14:48:52,415 - Train: 30.94% [387050/1251000] [309.4/1000.0] [batch_t 0.152 (0.147)] [data_t 0.007] [optim_t 0.144] [lr 0.002352] [CE 4.148 (4.839)] [KD 5.714 (6.022)] +2024-10-12 14:48:59,783 - Train: 30.94% [387100/1251000] [309.4/1000.0] [batch_t 0.151 (0.147)] [data_t 0.005] [optim_t 0.146] [lr 0.002352] [CE 5.073 (4.746)] [KD 6.149 (5.971)] +2024-10-12 14:49:07,349 - Train: 30.95% [387150/1251000] [309.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002352] [CE 4.648 (4.798)] [KD 6.129 (5.981)] +2024-10-12 14:49:14,973 - Train: 30.95% [387200/1251000] [309.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002352] [CE 4.777 (4.773)] [KD 6.066 (6.080)] +2024-10-12 14:49:22,735 - Train: 30.96% [387250/1251000] [309.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002351] [CE 4.259 (4.784)] [KD 6.025 (6.011)] +2024-10-12 14:49:30,127 - Train: 30.96% [387300/1251000] [309.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.002351] [CE 4.962 (4.880)] [KD 6.024 (6.010)] +2024-10-12 14:49:37,706 - Train: 30.96% [387350/1251000] [309.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002351] [CE 4.276 (4.771)] [KD 5.764 (6.007)] +2024-10-12 14:49:45,152 - Train: 30.97% [387400/1251000] [309.7/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.002351] [CE 4.991 (4.758)] [KD 5.823 (5.988)] +2024-10-12 14:49:52,769 - Train: 30.97% [387450/1251000] [309.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.002351] [CE 4.503 (4.797)] [KD 5.895 (5.997)] +2024-10-12 14:50:00,192 - Train: 30.98% [387500/1251000] [309.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002351] [CE 4.784 (4.783)] [KD 5.840 (5.971)] +2024-10-12 14:50:07,568 - Train: 30.98% [387550/1251000] [309.8/1000.0] [batch_t 0.145 (0.147)] [data_t 0.003] [optim_t 0.142] [lr 0.002350] [CE 4.552 (4.797)] [KD 6.048 (6.020)] +2024-10-12 14:50:15,233 - Train: 30.98% [387600/1251000] [309.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002350] [CE 4.739 (4.830)] [KD 5.868 (6.030)] +2024-10-12 14:50:22,908 - Train: 30.99% [387650/1251000] [309.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002350] [CE 4.691 (4.808)] [KD 6.052 (6.074)] +2024-10-12 14:50:30,480 - Train: 30.99% [387700/1251000] [309.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002350] [CE 4.974 (4.820)] [KD 6.073 (5.983)] +2024-10-12 14:50:37,977 - Train: 31.00% [387750/1251000] [310.0/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002350] [CE 4.845 (4.720)] [KD 5.881 (5.882)] +2024-10-12 14:50:45,440 - Train: 31.00% [387800/1251000] [310.0/1000.0] [batch_t 0.139 (0.149)] [data_t 0.004] [optim_t 0.135] [lr 0.002350] [CE 4.379 (4.757)] [KD 5.590 (5.920)] +2024-10-12 14:50:52,805 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 30992] [top5_cnt 42313] [top_all 50000] +2024-10-12 14:50:52,806 - net: 61.984 (84.626) +2024-10-12 14:50:58,567 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34615] [top5_cnt 44539] [top_all 50000] +2024-10-12 14:50:58,568 - net_E: 69.230 (89.078) +2024-10-12 14:50:58,706 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.482 (epoch: 303)] +2024-10-12 14:50:58,707 - ==> Total time: 17:03:49 Eta: 1 day, 13:58:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 14:51:06,629 - Train: 31.00% [387850/1251000] [310.0/1000.0] [batch_t 0.150 (0.164)] [data_t 0.004] [optim_t 0.146] [lr 0.002350] [CE 4.908 (4.794)] [KD 5.633 (5.963)] +2024-10-12 14:51:14,052 - Train: 31.01% [387900/1251000] [310.1/1000.0] [batch_t 0.153 (0.148)] [data_t 0.006] [optim_t 0.148] [lr 0.002349] [CE 4.792 (4.743)] [KD 5.821 (5.881)] +2024-10-12 14:51:21,705 - Train: 31.01% [387950/1251000] [310.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.007] [optim_t 0.145] [lr 0.002349] [CE 4.821 (4.699)] [KD 5.774 (5.889)] +2024-10-12 14:51:29,259 - Train: 31.02% [388000/1251000] [310.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002349] [CE 5.140 (4.769)] [KD 6.068 (5.947)] +2024-10-12 14:51:36,790 - Train: 31.02% [388050/1251000] [310.2/1000.0] [batch_t 0.142 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.002349] [CE 5.223 (4.764)] [KD 5.867 (5.990)] +2024-10-12 14:51:44,513 - Train: 31.02% [388100/1251000] [310.2/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.002349] [CE 4.625 (4.771)] [KD 6.202 (6.057)] +2024-10-12 14:51:51,878 - Train: 31.03% [388150/1251000] [310.3/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.140] [lr 0.002349] [CE 4.532 (4.770)] [KD 6.139 (5.979)] +2024-10-12 14:51:59,403 - Train: 31.03% [388200/1251000] [310.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002348] [CE 5.214 (4.776)] [KD 6.227 (6.026)] +2024-10-12 14:52:06,899 - Train: 31.04% [388250/1251000] [310.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002348] [CE 4.699 (4.783)] [KD 5.997 (5.975)] +2024-10-12 14:52:14,419 - Train: 31.04% [388300/1251000] [310.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002348] [CE 4.427 (4.741)] [KD 5.700 (5.927)] +2024-10-12 14:52:21,813 - Train: 31.04% [388350/1251000] [310.4/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.002348] [CE 4.526 (4.817)] [KD 6.000 (5.979)] +2024-10-12 14:52:29,522 - Train: 31.05% [388400/1251000] [310.5/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002348] [CE 4.481 (4.775)] [KD 5.540 (5.935)] +2024-10-12 14:52:37,001 - Train: 31.05% [388450/1251000] [310.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002348] [CE 4.518 (4.794)] [KD 5.391 (5.929)] +2024-10-12 14:52:44,509 - Train: 31.06% [388500/1251000] [310.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.002348] [CE 4.624 (4.699)] [KD 5.812 (5.895)] +2024-10-12 14:52:51,883 - Train: 31.06% [388550/1251000] [310.6/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.002347] [CE 4.756 (4.740)] [KD 5.971 (5.923)] +2024-10-12 14:52:59,381 - Train: 31.06% [388600/1251000] [310.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002347] [CE 4.441 (4.758)] [KD 5.842 (5.915)] +2024-10-12 14:53:06,940 - Train: 31.07% [388650/1251000] [310.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002347] [CE 5.192 (4.788)] [KD 5.954 (5.891)] +2024-10-12 14:53:14,629 - Train: 31.07% [388700/1251000] [310.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002347] [CE 4.851 (4.661)] [KD 5.942 (5.827)] +2024-10-12 14:53:22,006 - Train: 31.08% [388750/1251000] [310.8/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.002347] [CE 4.290 (4.777)] [KD 5.744 (5.970)] +2024-10-12 14:53:29,352 - Train: 31.08% [388800/1251000] [310.8/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.002347] [CE 4.519 (4.824)] [KD 6.251 (6.065)] +2024-10-12 14:53:36,836 - Train: 31.08% [388850/1251000] [310.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002346] [CE 5.253 (4.738)] [KD 5.887 (5.888)] +2024-10-12 14:53:44,448 - Train: 31.09% [388900/1251000] [310.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002346] [CE 4.393 (4.736)] [KD 5.717 (6.042)] +2024-10-12 14:53:52,120 - Train: 31.09% [388950/1251000] [310.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002346] [CE 4.535 (4.740)] [KD 5.910 (6.004)] +2024-10-12 14:53:59,470 - Train: 31.10% [389000/1251000] [311.0/1000.0] [batch_t 0.144 (0.147)] [data_t 0.004] [optim_t 0.141] [lr 0.002346] [CE 4.488 (4.767)] [KD 6.027 (5.962)] +2024-10-12 14:54:06,959 - Train: 31.10% [389050/1251000] [311.0/1000.0] [batch_t 0.139 (0.150)] [data_t 0.004] [optim_t 0.135] [lr 0.002346] [CE 4.857 (4.752)] [KD 5.964 (5.985)] +2024-10-12 14:54:14,109 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 28828] [top5_cnt 40606] [top_all 50000] +2024-10-12 14:54:14,109 - net: 57.656 (81.212) +2024-10-12 14:54:20,007 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.105)] [top1_cnt 34597] [top5_cnt 44547] [top_all 50000] +2024-10-12 14:54:20,008 - net_E: 69.194 (89.094) +2024-10-12 14:54:20,126 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.482 (epoch: 303)] +2024-10-12 14:54:20,127 - ==> Total time: 17:07:11 Eta: 1 day, 13:55:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 14:54:28,050 - Train: 31.10% [389100/1251000] [311.0/1000.0] [batch_t 0.155 (0.163)] [data_t 0.004] [optim_t 0.151] [lr 0.002346] [CE 4.852 (4.726)] [KD 6.081 (6.079)] +2024-10-12 14:54:35,563 - Train: 31.11% [389150/1251000] [311.1/1000.0] [batch_t 0.153 (0.150)] [data_t 0.003] [optim_t 0.150] [lr 0.002346] [CE 4.771 (4.754)] [KD 6.086 (5.954)] +2024-10-12 14:54:43,078 - Train: 31.11% [389200/1251000] [311.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002345] [CE 4.663 (4.803)] [KD 6.028 (5.866)] +2024-10-12 14:54:50,850 - Train: 31.12% [389250/1251000] [311.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002345] [CE 4.724 (4.761)] [KD 6.102 (6.014)] +2024-10-12 14:54:58,367 - Train: 31.12% [389300/1251000] [311.2/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.002345] [CE 4.658 (4.783)] [KD 5.949 (5.935)] +2024-10-12 14:55:05,932 - Train: 31.12% [389350/1251000] [311.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002345] [CE 4.782 (4.817)] [KD 5.908 (6.039)] +2024-10-12 14:55:13,318 - Train: 31.13% [389400/1251000] [311.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002345] [CE 4.811 (4.762)] [KD 6.023 (6.038)] +2024-10-12 14:55:20,866 - Train: 31.13% [389450/1251000] [311.3/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.002345] [CE 4.634 (4.755)] [KD 5.591 (6.052)] +2024-10-12 14:55:28,356 - Train: 31.14% [389500/1251000] [311.4/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.002344] [CE 4.814 (4.784)] [KD 6.118 (6.019)] +2024-10-12 14:55:35,947 - Train: 31.14% [389550/1251000] [311.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002344] [CE 4.943 (4.722)] [KD 5.966 (5.930)] +2024-10-12 14:55:43,312 - Train: 31.14% [389600/1251000] [311.4/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.002344] [CE 4.751 (4.741)] [KD 6.216 (5.976)] +2024-10-12 14:55:50,917 - Train: 31.15% [389650/1251000] [311.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002344] [CE 4.466 (4.790)] [KD 5.681 (5.954)] +2024-10-12 14:55:58,281 - Train: 31.15% [389700/1251000] [311.5/1000.0] [batch_t 0.144 (0.147)] [data_t 0.004] [optim_t 0.140] [lr 0.002344] [CE 4.674 (4.774)] [KD 6.030 (5.993)] +2024-10-12 14:56:05,926 - Train: 31.16% [389750/1251000] [311.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002344] [CE 4.583 (4.739)] [KD 5.879 (5.972)] +2024-10-12 14:56:13,303 - Train: 31.16% [389800/1251000] [311.6/1000.0] [batch_t 0.151 (0.147)] [data_t 0.005] [optim_t 0.146] [lr 0.002344] [CE 4.908 (4.831)] [KD 6.464 (6.009)] +2024-10-12 14:56:20,754 - Train: 31.16% [389850/1251000] [311.6/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.002343] [CE 4.518 (4.775)] [KD 5.824 (5.966)] +2024-10-12 14:56:28,209 - Train: 31.17% [389900/1251000] [311.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002343] [CE 4.654 (4.733)] [KD 5.875 (5.927)] +2024-10-12 14:56:35,958 - Train: 31.17% [389950/1251000] [311.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002343] [CE 4.941 (4.810)] [KD 6.102 (5.994)] +2024-10-12 14:56:43,336 - Train: 31.18% [390000/1251000] [311.8/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.002343] [CE 4.484 (4.721)] [KD 5.657 (5.968)] +2024-10-12 14:56:50,797 - Train: 31.18% [390050/1251000] [311.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002343] [CE 4.727 (4.802)] [KD 5.949 (6.045)] +2024-10-12 14:56:58,299 - Train: 31.18% [390100/1251000] [311.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002343] [CE 4.937 (4.841)] [KD 5.947 (6.074)] +2024-10-12 14:57:05,828 - Train: 31.19% [390150/1251000] [311.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002342] [CE 4.897 (4.748)] [KD 5.488 (5.930)] +2024-10-12 14:57:13,340 - Train: 31.19% [390200/1251000] [311.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002342] [CE 5.231 (4.750)] [KD 6.105 (5.883)] +2024-10-12 14:57:20,762 - Train: 31.20% [390250/1251000] [312.0/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002342] [CE 5.094 (4.827)] [KD 6.021 (6.080)] +2024-10-12 14:57:28,272 - Train: 31.20% [390300/1251000] [312.0/1000.0] [batch_t 0.141 (0.150)] [data_t 0.005] [optim_t 0.136] [lr 0.002342] [CE 4.751 (4.743)] [KD 5.959 (5.955)] +2024-10-12 14:57:35,560 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 30718] [top5_cnt 42033] [top_all 50000] +2024-10-12 14:57:35,560 - net: 61.436 (84.066) +2024-10-12 14:57:41,315 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34611] [top5_cnt 44572] [top_all 50000] +2024-10-12 14:57:41,315 - net_E: 69.222 (89.144) +2024-10-12 14:57:41,447 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.482 (epoch: 303)] +2024-10-12 14:57:41,448 - ==> Total time: 17:10:32 Eta: 1 day, 13:52:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 14:57:49,277 - Train: 31.20% [390350/1251000] [312.0/1000.0] [batch_t 0.157 (0.167)] [data_t 0.006] [optim_t 0.151] [lr 0.002342] [CE 4.291 (4.742)] [KD 5.548 (5.949)] +2024-10-12 14:57:56,937 - Train: 31.21% [390400/1251000] [312.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002342] [CE 4.901 (4.720)] [KD 5.958 (5.900)] +2024-10-12 14:58:04,589 - Train: 31.21% [390450/1251000] [312.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002342] [CE 4.781 (4.746)] [KD 5.740 (5.903)] +2024-10-12 14:58:12,089 - Train: 31.22% [390500/1251000] [312.2/1000.0] [batch_t 0.158 (0.150)] [data_t 0.005] [optim_t 0.153] [lr 0.002341] [CE 4.999 (4.738)] [KD 6.147 (5.925)] +2024-10-12 14:58:19,522 - Train: 31.22% [390550/1251000] [312.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002341] [CE 4.899 (4.776)] [KD 6.518 (6.017)] +2024-10-12 14:58:27,180 - Train: 31.22% [390600/1251000] [312.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002341] [CE 4.663 (4.748)] [KD 6.121 (6.006)] +2024-10-12 14:58:34,711 - Train: 31.23% [390650/1251000] [312.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002341] [CE 4.455 (4.771)] [KD 5.789 (6.068)] +2024-10-12 14:58:42,364 - Train: 31.23% [390700/1251000] [312.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002341] [CE 4.859 (4.779)] [KD 6.232 (5.982)] +2024-10-12 14:58:49,950 - Train: 31.24% [390750/1251000] [312.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002341] [CE 5.241 (4.802)] [KD 6.426 (6.001)] +2024-10-12 14:58:57,489 - Train: 31.24% [390800/1251000] [312.4/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.151] [lr 0.002340] [CE 4.762 (4.798)] [KD 6.047 (6.106)] +2024-10-12 14:59:04,943 - Train: 31.24% [390850/1251000] [312.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002340] [CE 5.118 (4.797)] [KD 5.972 (6.042)] +2024-10-12 14:59:12,499 - Train: 31.25% [390900/1251000] [312.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002340] [CE 4.641 (4.783)] [KD 5.921 (5.942)] +2024-10-12 14:59:20,043 - Train: 31.25% [390950/1251000] [312.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002340] [CE 4.064 (4.774)] [KD 5.841 (5.954)] +2024-10-12 14:59:27,782 - Train: 31.25% [391000/1251000] [312.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.002340] [CE 4.721 (4.805)] [KD 6.169 (5.983)] +2024-10-12 14:59:35,331 - Train: 31.26% [391050/1251000] [312.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002340] [CE 4.977 (4.770)] [KD 5.995 (5.888)] +2024-10-12 14:59:42,771 - Train: 31.26% [391100/1251000] [312.6/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002340] [CE 5.258 (4.745)] [KD 6.201 (5.902)] +2024-10-12 14:59:50,441 - Train: 31.27% [391150/1251000] [312.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.002339] [CE 4.623 (4.749)] [KD 6.029 (6.042)] +2024-10-12 14:59:57,833 - Train: 31.27% [391200/1251000] [312.7/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.002339] [CE 4.730 (4.781)] [KD 5.770 (5.977)] +2024-10-12 15:00:05,507 - Train: 31.27% [391250/1251000] [312.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002339] [CE 4.655 (4.754)] [KD 6.275 (6.038)] +2024-10-12 15:00:13,227 - Train: 31.28% [391300/1251000] [312.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002339] [CE 4.349 (4.706)] [KD 5.983 (5.968)] +2024-10-12 15:00:20,642 - Train: 31.28% [391350/1251000] [312.8/1000.0] [batch_t 0.158 (0.148)] [data_t 0.004] [optim_t 0.155] [lr 0.002339] [CE 4.641 (4.836)] [KD 5.620 (6.079)] +2024-10-12 15:00:28,196 - Train: 31.29% [391400/1251000] [312.9/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.002339] [CE 5.144 (4.822)] [KD 6.197 (6.019)] +2024-10-12 15:00:35,939 - Train: 31.29% [391450/1251000] [312.9/1000.0] [batch_t 0.265 (0.155)] [data_t 0.003] [optim_t 0.262] [lr 0.002338] [CE 5.056 (4.879)] [KD 6.099 (6.107)] +2024-10-12 15:00:43,355 - Train: 31.29% [391500/1251000] [312.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002338] [CE 4.788 (4.805)] [KD 5.654 (6.068)] +2024-10-12 15:00:51,017 - Train: 31.30% [391550/1251000] [313.0/1000.0] [batch_t 0.143 (0.153)] [data_t 0.003] [optim_t 0.140] [lr 0.002338] [CE 4.998 (4.765)] [KD 5.994 (6.120)] +2024-10-12 15:00:58,726 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.109)] [top1_cnt 30684] [top5_cnt 42032] [top_all 50000] +2024-10-12 15:00:58,726 - net: 61.368 (84.064) +2024-10-12 15:01:04,631 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 34668] [top5_cnt 44555] [top_all 50000] +2024-10-12 15:01:04,632 - net_E: 69.336 (89.110) +2024-10-12 15:01:04,777 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.482 (epoch: 303)] +2024-10-12 15:01:04,777 - ==> Total time: 17:13:55 Eta: 1 day, 13:49:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 15:01:12,628 - Train: 31.30% [391600/1251000] [313.0/1000.0] [batch_t 0.152 (0.161)] [data_t 0.005] [optim_t 0.147] [lr 0.002338] [CE 4.317 (4.792)] [KD 5.675 (5.918)] +2024-10-12 15:01:20,130 - Train: 31.31% [391650/1251000] [313.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002338] [CE 4.735 (4.755)] [KD 5.829 (5.858)] +2024-10-12 15:01:27,647 - Train: 31.31% [391700/1251000] [313.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002338] [CE 4.788 (4.728)] [KD 6.013 (5.956)] +2024-10-12 15:01:35,524 - Train: 31.31% [391750/1251000] [313.1/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.002338] [CE 4.919 (4.709)] [KD 6.279 (5.881)] +2024-10-12 15:01:43,151 - Train: 31.32% [391800/1251000] [313.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.002337] [CE 5.045 (4.797)] [KD 6.157 (5.966)] +2024-10-12 15:01:50,677 - Train: 31.32% [391850/1251000] [313.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002337] [CE 4.270 (4.787)] [KD 5.595 (5.929)] +2024-10-12 15:01:58,384 - Train: 31.33% [391900/1251000] [313.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002337] [CE 4.823 (4.766)] [KD 6.098 (5.873)] +2024-10-12 15:02:05,846 - Train: 31.33% [391950/1251000] [313.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002337] [CE 4.340 (4.757)] [KD 5.858 (5.855)] +2024-10-12 15:02:13,624 - Train: 31.33% [392000/1251000] [313.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002337] [CE 4.751 (4.739)] [KD 6.138 (5.943)] +2024-10-12 15:02:21,174 - Train: 31.34% [392050/1251000] [313.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002337] [CE 4.003 (4.679)] [KD 5.343 (5.904)] +2024-10-12 15:02:28,654 - Train: 31.34% [392100/1251000] [313.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002336] [CE 4.774 (4.722)] [KD 5.935 (5.869)] +2024-10-12 15:02:36,233 - Train: 31.35% [392150/1251000] [313.5/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002336] [CE 5.096 (4.721)] [KD 6.035 (5.946)] +2024-10-12 15:02:43,894 - Train: 31.35% [392200/1251000] [313.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002336] [CE 4.698 (4.743)] [KD 6.151 (5.971)] +2024-10-12 15:02:51,289 - Train: 31.35% [392250/1251000] [313.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002336] [CE 5.261 (4.794)] [KD 6.464 (6.068)] +2024-10-12 15:02:58,953 - Train: 31.36% [392300/1251000] [313.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002336] [CE 4.785 (4.792)] [KD 5.663 (6.029)] +2024-10-12 15:03:06,417 - Train: 31.36% [392350/1251000] [313.6/1000.0] [batch_t 0.152 (0.149)] [data_t 0.006] [optim_t 0.146] [lr 0.002336] [CE 5.040 (4.783)] [KD 5.871 (5.973)] +2024-10-12 15:03:14,121 - Train: 31.37% [392400/1251000] [313.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002335] [CE 4.660 (4.767)] [KD 6.112 (6.042)] +2024-10-12 15:03:21,622 - Train: 31.37% [392450/1251000] [313.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002335] [CE 5.075 (4.842)] [KD 6.023 (6.122)] +2024-10-12 15:03:29,031 - Train: 31.37% [392500/1251000] [313.7/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.002335] [CE 4.231 (4.691)] [KD 5.696 (6.023)] +2024-10-12 15:03:36,585 - Train: 31.38% [392550/1251000] [313.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002335] [CE 4.538 (4.731)] [KD 5.810 (5.982)] +2024-10-12 15:03:44,396 - Train: 31.38% [392600/1251000] [313.8/1000.0] [batch_t 0.145 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.002335] [CE 4.766 (4.789)] [KD 5.769 (5.980)] +2024-10-12 15:03:51,822 - Train: 31.39% [392650/1251000] [313.9/1000.0] [batch_t 0.151 (0.148)] [data_t 0.003] [optim_t 0.148] [lr 0.002335] [CE 4.860 (4.789)] [KD 6.145 (5.918)] +2024-10-12 15:03:59,255 - Train: 31.39% [392700/1251000] [313.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002335] [CE 4.628 (4.804)] [KD 5.901 (6.009)] +2024-10-12 15:04:06,918 - Train: 31.39% [392750/1251000] [313.9/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.002334] [CE 4.467 (4.733)] [KD 5.943 (6.001)] +2024-10-12 15:04:14,394 - Train: 31.40% [392800/1251000] [314.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002334] [CE 4.881 (4.828)] [KD 5.981 (6.176)] +2024-10-12 15:04:22,249 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.109)] [top1_cnt 31017] [top5_cnt 42343] [top_all 50000] +2024-10-12 15:04:22,249 - net: 62.034 (84.686) +2024-10-12 15:04:28,200 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34697] [top5_cnt 44563] [top_all 50000] +2024-10-12 15:04:28,201 - net_E: 69.394 (89.126) +2024-10-12 15:04:28,324 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.482 (epoch: 303)] +2024-10-12 15:04:28,324 - ==> Total time: 17:17:19 Eta: 1 day, 13:46:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 15:04:35,912 - Train: 31.40% [392850/1251000] [314.0/1000.0] [batch_t 0.153 (0.172)] [data_t 0.005] [optim_t 0.148] [lr 0.002334] [CE 5.405 (4.768)] [KD 6.330 (5.952)] +2024-10-12 15:04:43,474 - Train: 31.41% [392900/1251000] [314.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002334] [CE 5.023 (4.777)] [KD 6.114 (5.970)] +2024-10-12 15:04:51,132 - Train: 31.41% [392950/1251000] [314.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002334] [CE 5.071 (4.836)] [KD 6.126 (5.962)] +2024-10-12 15:04:58,562 - Train: 31.41% [393000/1251000] [314.1/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002334] [CE 4.696 (4.840)] [KD 6.239 (6.011)] +2024-10-12 15:05:06,172 - Train: 31.42% [393050/1251000] [314.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002333] [CE 4.799 (4.737)] [KD 6.101 (5.972)] +2024-10-12 15:05:13,700 - Train: 31.42% [393100/1251000] [314.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.002333] [CE 4.620 (4.832)] [KD 5.959 (6.026)] +2024-10-12 15:05:21,083 - Train: 31.43% [393150/1251000] [314.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002333] [CE 4.944 (4.747)] [KD 6.013 (6.018)] +2024-10-12 15:05:28,495 - Train: 31.43% [393200/1251000] [314.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002333] [CE 4.931 (4.681)] [KD 5.722 (5.963)] +2024-10-12 15:05:36,449 - Train: 31.43% [393250/1251000] [314.3/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.002333] [CE 5.164 (4.742)] [KD 6.227 (5.904)] +2024-10-12 15:05:44,024 - Train: 31.44% [393300/1251000] [314.4/1000.0] [batch_t 0.156 (0.151)] [data_t 0.006] [optim_t 0.150] [lr 0.002333] [CE 4.708 (4.697)] [KD 6.078 (6.003)] +2024-10-12 15:05:51,818 - Train: 31.44% [393350/1251000] [314.4/1000.0] [batch_t 0.153 (0.156)] [data_t 0.006] [optim_t 0.147] [lr 0.002333] [CE 4.670 (4.708)] [KD 6.169 (5.918)] +2024-10-12 15:05:59,256 - Train: 31.45% [393400/1251000] [314.5/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.002332] [CE 4.979 (4.776)] [KD 5.907 (5.985)] +2024-10-12 15:06:06,793 - Train: 31.45% [393450/1251000] [314.5/1000.0] [batch_t 0.159 (0.151)] [data_t 0.004] [optim_t 0.155] [lr 0.002332] [CE 5.222 (4.821)] [KD 6.103 (5.952)] +2024-10-12 15:06:14,268 - Train: 31.45% [393500/1251000] [314.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002332] [CE 4.789 (4.794)] [KD 6.102 (5.963)] +2024-10-12 15:06:22,093 - Train: 31.46% [393550/1251000] [314.6/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002332] [CE 5.005 (4.799)] [KD 6.008 (5.931)] +2024-10-12 15:06:29,622 - Train: 31.46% [393600/1251000] [314.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002332] [CE 4.907 (4.674)] [KD 5.754 (5.860)] +2024-10-12 15:06:37,197 - Train: 31.47% [393650/1251000] [314.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002332] [CE 4.624 (4.810)] [KD 6.320 (5.919)] +2024-10-12 15:06:44,770 - Train: 31.47% [393700/1251000] [314.7/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002331] [CE 5.186 (4.835)] [KD 6.333 (6.004)] +2024-10-12 15:06:52,349 - Train: 31.47% [393750/1251000] [314.7/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002331] [CE 4.843 (4.781)] [KD 5.953 (6.017)] +2024-10-12 15:06:59,903 - Train: 31.48% [393800/1251000] [314.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002331] [CE 4.865 (4.800)] [KD 5.840 (6.035)] +2024-10-12 15:07:07,555 - Train: 31.48% [393850/1251000] [314.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002331] [CE 5.328 (4.760)] [KD 6.286 (6.010)] +2024-10-12 15:07:15,155 - Train: 31.49% [393900/1251000] [314.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002331] [CE 4.877 (4.839)] [KD 5.931 (6.075)] +2024-10-12 15:07:23,044 - Train: 31.49% [393950/1251000] [314.9/1000.0] [batch_t 0.154 (0.158)] [data_t 0.006] [optim_t 0.148] [lr 0.002331] [CE 5.080 (4.832)] [KD 6.224 (6.065)] +2024-10-12 15:07:30,577 - Train: 31.49% [394000/1251000] [314.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002331] [CE 5.202 (4.753)] [KD 6.339 (6.033)] +2024-10-12 15:07:38,142 - Train: 31.50% [394050/1251000] [315.0/1000.0] [batch_t 0.157 (0.151)] [data_t 0.009] [optim_t 0.147] [lr 0.002330] [CE 4.633 (4.669)] [KD 5.943 (5.918)] +2024-10-12 15:07:45,931 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 31058] [top5_cnt 42340] [top_all 50000] +2024-10-12 15:07:45,931 - net: 62.116 (84.680) +2024-10-12 15:07:51,934 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 34671] [top5_cnt 44587] [top_all 50000] +2024-10-12 15:07:51,935 - net_E: 69.342 (89.174) +2024-10-12 15:07:52,087 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.482 (epoch: 303)] +2024-10-12 15:07:52,088 - ==> Total time: 17:20:43 Eta: 1 day, 13:43:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 15:08:00,891 - Train: 31.50% [394100/1251000] [315.0/1000.0] [batch_t 0.146 (0.177)] [data_t 0.004] [optim_t 0.142] [lr 0.002330] [CE 4.510 (4.820)] [KD 5.841 (5.932)] +2024-10-12 15:08:08,303 - Train: 31.51% [394150/1251000] [315.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002330] [CE 4.775 (4.769)] [KD 5.702 (5.866)] +2024-10-12 15:08:15,691 - Train: 31.51% [394200/1251000] [315.1/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002330] [CE 4.744 (4.733)] [KD 6.047 (5.978)] +2024-10-12 15:08:23,316 - Train: 31.51% [394250/1251000] [315.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.007] [optim_t 0.144] [lr 0.002330] [CE 4.765 (4.791)] [KD 5.971 (5.935)] +2024-10-12 15:08:30,733 - Train: 31.52% [394300/1251000] [315.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002330] [CE 4.947 (4.738)] [KD 6.343 (5.887)] +2024-10-12 15:08:38,454 - Train: 31.52% [394350/1251000] [315.2/1000.0] [batch_t 0.298 (0.154)] [data_t 0.004] [optim_t 0.294] [lr 0.002329] [CE 5.083 (4.752)] [KD 6.154 (5.965)] +2024-10-12 15:08:46,029 - Train: 31.53% [394400/1251000] [315.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002329] [CE 5.169 (4.805)] [KD 6.116 (5.963)] +2024-10-12 15:08:53,503 - Train: 31.53% [394450/1251000] [315.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002329] [CE 4.517 (4.764)] [KD 5.683 (5.906)] +2024-10-12 15:09:01,173 - Train: 31.53% [394500/1251000] [315.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002329] [CE 5.045 (4.742)] [KD 5.943 (5.892)] +2024-10-12 15:09:08,815 - Train: 31.54% [394550/1251000] [315.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002329] [CE 4.945 (4.805)] [KD 5.909 (5.990)] +2024-10-12 15:09:16,312 - Train: 31.54% [394600/1251000] [315.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002329] [CE 4.944 (4.768)] [KD 6.015 (5.969)] +2024-10-12 15:09:24,011 - Train: 31.55% [394650/1251000] [315.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.002328] [CE 4.049 (4.721)] [KD 5.958 (5.992)] +2024-10-12 15:09:31,581 - Train: 31.55% [394700/1251000] [315.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002328] [CE 4.589 (4.740)] [KD 5.638 (6.007)] +2024-10-12 15:09:39,152 - Train: 31.55% [394750/1251000] [315.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002328] [CE 4.629 (4.786)] [KD 5.755 (5.976)] +2024-10-12 15:09:46,892 - Train: 31.56% [394800/1251000] [315.6/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.002328] [CE 4.666 (4.869)] [KD 6.148 (6.099)] +2024-10-12 15:09:54,393 - Train: 31.56% [394850/1251000] [315.6/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.002328] [CE 5.063 (4.760)] [KD 6.378 (5.982)] +2024-10-12 15:10:02,027 - Train: 31.57% [394900/1251000] [315.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002328] [CE 4.891 (4.776)] [KD 5.938 (6.029)] +2024-10-12 15:10:09,900 - Train: 31.57% [394950/1251000] [315.7/1000.0] [batch_t 0.155 (0.157)] [data_t 0.006] [optim_t 0.149] [lr 0.002328] [CE 5.059 (4.790)] [KD 6.098 (5.950)] +2024-10-12 15:10:17,263 - Train: 31.57% [395000/1251000] [315.7/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.002327] [CE 4.655 (4.788)] [KD 6.249 (5.871)] +2024-10-12 15:10:24,649 - Train: 31.58% [395050/1251000] [315.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002327] [CE 4.818 (4.828)] [KD 6.263 (6.022)] +2024-10-12 15:10:32,105 - Train: 31.58% [395100/1251000] [315.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002327] [CE 4.780 (4.794)] [KD 5.797 (6.021)] +2024-10-12 15:10:39,484 - Train: 31.59% [395150/1251000] [315.9/1000.0] [batch_t 0.152 (0.147)] [data_t 0.005] [optim_t 0.147] [lr 0.002327] [CE 4.920 (4.762)] [KD 5.919 (6.018)] +2024-10-12 15:10:47,126 - Train: 31.59% [395200/1251000] [315.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.002327] [CE 4.980 (4.757)] [KD 5.893 (5.958)] +2024-10-12 15:10:54,704 - Train: 31.59% [395250/1251000] [315.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.002327] [CE 4.748 (4.661)] [KD 5.948 (5.851)] +2024-10-12 15:11:02,113 - Train: 31.60% [395300/1251000] [316.0/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002326] [CE 4.756 (4.831)] [KD 5.841 (5.979)] +2024-10-12 15:11:10,059 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 30910] [top5_cnt 42203] [top_all 50000] +2024-10-12 15:11:10,059 - net: 61.820 (84.406) +2024-10-12 15:11:15,859 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 34653] [top5_cnt 44575] [top_all 50000] +2024-10-12 15:11:15,859 - net_E: 69.306 (89.150) +2024-10-12 15:11:16,024 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.482 (epoch: 303)] +2024-10-12 15:11:16,024 - ==> Total time: 17:24:07 Eta: 1 day, 13:40:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 15:11:23,528 - Train: 31.60% [395350/1251000] [316.0/1000.0] [batch_t 0.147 (0.169)] [data_t 0.003] [optim_t 0.144] [lr 0.002326] [CE 4.343 (4.794)] [KD 6.052 (6.024)] +2024-10-12 15:11:30,894 - Train: 31.61% [395400/1251000] [316.1/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.002326] [CE 4.880 (4.745)] [KD 6.027 (5.979)] +2024-10-12 15:11:38,354 - Train: 31.61% [395450/1251000] [316.1/1000.0] [batch_t 0.162 (0.149)] [data_t 0.004] [optim_t 0.159] [lr 0.002326] [CE 4.845 (4.762)] [KD 5.822 (5.830)] +2024-10-12 15:11:46,120 - Train: 31.61% [395500/1251000] [316.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.002326] [CE 4.801 (4.800)] [KD 6.010 (5.937)] +2024-10-12 15:11:53,774 - Train: 31.62% [395550/1251000] [316.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002326] [CE 4.747 (4.735)] [KD 5.674 (5.865)] +2024-10-12 15:12:01,451 - Train: 31.62% [395600/1251000] [316.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.002326] [CE 4.765 (4.742)] [KD 5.933 (5.887)] +2024-10-12 15:12:09,270 - Train: 31.63% [395650/1251000] [316.3/1000.0] [batch_t 0.161 (0.156)] [data_t 0.004] [optim_t 0.156] [lr 0.002325] [CE 5.258 (4.739)] [KD 6.091 (5.871)] +2024-10-12 15:12:16,910 - Train: 31.63% [395700/1251000] [316.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002325] [CE 5.256 (4.817)] [KD 6.378 (6.027)] +2024-10-12 15:12:24,419 - Train: 31.63% [395750/1251000] [316.3/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.002325] [CE 4.579 (4.802)] [KD 6.019 (6.057)] +2024-10-12 15:12:32,218 - Train: 31.64% [395800/1251000] [316.4/1000.0] [batch_t 0.156 (0.156)] [data_t 0.008] [optim_t 0.148] [lr 0.002325] [CE 5.112 (4.783)] [KD 6.092 (5.982)] +2024-10-12 15:12:39,763 - Train: 31.64% [395850/1251000] [316.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002325] [CE 4.814 (4.804)] [KD 6.313 (5.928)] +2024-10-12 15:12:47,271 - Train: 31.65% [395900/1251000] [316.5/1000.0] [batch_t 0.160 (0.150)] [data_t 0.005] [optim_t 0.155] [lr 0.002325] [CE 5.124 (4.768)] [KD 6.468 (5.994)] +2024-10-12 15:12:54,865 - Train: 31.65% [395950/1251000] [316.5/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.002324] [CE 4.580 (4.840)] [KD 5.962 (6.084)] +2024-10-12 15:13:02,452 - Train: 31.65% [396000/1251000] [316.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002324] [CE 4.836 (4.772)] [KD 5.823 (6.020)] +2024-10-12 15:13:10,079 - Train: 31.66% [396050/1251000] [316.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.002324] [CE 4.888 (4.746)] [KD 6.293 (5.945)] +2024-10-12 15:13:17,623 - Train: 31.66% [396100/1251000] [316.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002324] [CE 4.562 (4.685)] [KD 6.059 (6.038)] +2024-10-12 15:13:25,126 - Train: 31.67% [396150/1251000] [316.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002324] [CE 4.908 (4.774)] [KD 5.902 (5.901)] +2024-10-12 15:13:32,855 - Train: 31.67% [396200/1251000] [316.7/1000.0] [batch_t 0.144 (0.154)] [data_t 0.003] [optim_t 0.141] [lr 0.002324] [CE 4.375 (4.725)] [KD 5.882 (5.871)] +2024-10-12 15:13:40,293 - Train: 31.67% [396250/1251000] [316.7/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.002323] [CE 4.701 (4.690)] [KD 5.650 (5.867)] +2024-10-12 15:13:47,854 - Train: 31.68% [396300/1251000] [316.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002323] [CE 5.106 (4.901)] [KD 5.780 (5.951)] +2024-10-12 15:13:55,409 - Train: 31.68% [396350/1251000] [316.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002323] [CE 4.937 (4.800)] [KD 6.099 (5.944)] +2024-10-12 15:14:03,026 - Train: 31.69% [396400/1251000] [316.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002323] [CE 4.338 (4.748)] [KD 6.111 (5.963)] +2024-10-12 15:14:10,456 - Train: 31.69% [396450/1251000] [316.9/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002323] [CE 5.311 (4.779)] [KD 6.263 (6.026)] +2024-10-12 15:14:18,387 - Train: 31.69% [396500/1251000] [316.9/1000.0] [batch_t 0.146 (0.159)] [data_t 0.004] [optim_t 0.143] [lr 0.002323] [CE 4.903 (4.805)] [KD 5.841 (5.947)] +2024-10-12 15:14:25,812 - Train: 31.70% [396550/1251000] [317.0/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002323] [CE 4.726 (4.795)] [KD 6.130 (6.031)] +2024-10-12 15:14:33,941 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 30525] [top5_cnt 41849] [top_all 50000] +2024-10-12 15:14:33,941 - net: 61.050 (83.698) +2024-10-12 15:14:39,757 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 34647] [top5_cnt 44574] [top_all 50000] +2024-10-12 15:14:39,757 - net_E: 69.294 (89.148) +2024-10-12 15:14:39,930 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.482 (epoch: 303)] +2024-10-12 15:14:39,931 - ==> Total time: 17:27:30 Eta: 1 day, 13:36:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 15:14:47,000 - Train: 31.70% [396600/1251000] [317.0/1000.0] [batch_t 0.146 (0.166)] [data_t 0.004] [optim_t 0.142] [lr 0.002322] [CE 4.614 (4.803)] [KD 5.692 (5.974)] +2024-10-12 15:14:54,596 - Train: 31.71% [396650/1251000] [317.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002322] [CE 4.964 (4.735)] [KD 5.949 (6.003)] +2024-10-12 15:15:02,041 - Train: 31.71% [396700/1251000] [317.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002322] [CE 4.781 (4.683)] [KD 6.162 (5.976)] +2024-10-12 15:15:10,077 - Train: 31.71% [396750/1251000] [317.1/1000.0] [batch_t 0.156 (0.161)] [data_t 0.005] [optim_t 0.151] [lr 0.002322] [CE 4.446 (4.747)] [KD 5.442 (5.894)] +2024-10-12 15:15:17,962 - Train: 31.72% [396800/1251000] [317.2/1000.0] [batch_t 0.154 (0.158)] [data_t 0.003] [optim_t 0.151] [lr 0.002322] [CE 4.556 (4.748)] [KD 5.864 (5.916)] +2024-10-12 15:15:25,599 - Train: 31.72% [396850/1251000] [317.2/1000.0] [batch_t 0.159 (0.153)] [data_t 0.003] [optim_t 0.156] [lr 0.002322] [CE 5.220 (4.824)] [KD 6.270 (5.976)] +2024-10-12 15:15:33,240 - Train: 31.73% [396900/1251000] [317.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.002321] [CE 5.170 (4.801)] [KD 6.489 (5.996)] +2024-10-12 15:15:40,816 - Train: 31.73% [396950/1251000] [317.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002321] [CE 4.171 (4.831)] [KD 5.485 (5.976)] +2024-10-12 15:15:48,375 - Train: 31.73% [397000/1251000] [317.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002321] [CE 4.907 (4.761)] [KD 5.675 (5.931)] +2024-10-12 15:15:56,077 - Train: 31.74% [397050/1251000] [317.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002321] [CE 4.872 (4.838)] [KD 5.996 (5.953)] +2024-10-12 15:16:03,852 - Train: 31.74% [397100/1251000] [317.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.002321] [CE 4.383 (4.758)] [KD 6.000 (5.964)] +2024-10-12 15:16:11,414 - Train: 31.75% [397150/1251000] [317.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002321] [CE 4.405 (4.741)] [KD 5.754 (5.904)] +2024-10-12 15:16:18,855 - Train: 31.75% [397200/1251000] [317.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002321] [CE 5.140 (4.762)] [KD 6.107 (5.933)] +2024-10-12 15:16:26,427 - Train: 31.75% [397250/1251000] [317.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002320] [CE 4.435 (4.784)] [KD 5.503 (5.854)] +2024-10-12 15:16:34,195 - Train: 31.76% [397300/1251000] [317.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002320] [CE 5.019 (4.756)] [KD 5.860 (5.889)] +2024-10-12 15:16:41,752 - Train: 31.76% [397350/1251000] [317.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002320] [CE 4.615 (4.715)] [KD 5.891 (5.907)] +2024-10-12 15:16:49,441 - Train: 31.77% [397400/1251000] [317.7/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.002320] [CE 4.483 (4.764)] [KD 5.846 (5.964)] +2024-10-12 15:16:56,853 - Train: 31.77% [397450/1251000] [317.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002320] [CE 5.260 (4.789)] [KD 6.038 (5.999)] +2024-10-12 15:17:04,569 - Train: 31.77% [397500/1251000] [317.7/1000.0] [batch_t 0.276 (0.154)] [data_t 0.004] [optim_t 0.273] [lr 0.002320] [CE 4.452 (4.813)] [KD 5.808 (6.011)] +2024-10-12 15:17:11,951 - Train: 31.78% [397550/1251000] [317.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002319] [CE 4.946 (4.758)] [KD 5.961 (5.909)] +2024-10-12 15:17:19,585 - Train: 31.78% [397600/1251000] [317.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002319] [CE 4.915 (4.785)] [KD 6.575 (5.949)] +2024-10-12 15:17:27,098 - Train: 31.79% [397650/1251000] [317.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002319] [CE 4.234 (4.724)] [KD 5.918 (5.969)] +2024-10-12 15:17:34,515 - Train: 31.79% [397700/1251000] [317.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002319] [CE 4.789 (4.797)] [KD 5.989 (6.013)] +2024-10-12 15:17:42,051 - Train: 31.79% [397750/1251000] [317.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002319] [CE 5.011 (4.769)] [KD 6.038 (5.974)] +2024-10-12 15:17:49,707 - Train: 31.80% [397800/1251000] [318.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002319] [CE 5.232 (4.714)] [KD 6.263 (5.912)] +2024-10-12 15:17:58,269 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 31221] [top5_cnt 42430] [top_all 50000] +2024-10-12 15:17:58,270 - net: 62.442 (84.860) +2024-10-12 15:18:04,009 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 34672] [top5_cnt 44573] [top_all 50000] +2024-10-12 15:18:04,010 - net_E: 69.344 (89.146) +2024-10-12 15:18:04,178 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.482 (epoch: 303)] +2024-10-12 15:18:04,179 - ==> Total time: 17:30:55 Eta: 1 day, 13:33:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 15:18:11,406 - Train: 31.80% [397850/1251000] [318.0/1000.0] [batch_t 0.148 (0.172)] [data_t 0.005] [optim_t 0.142] [lr 0.002318] [CE 4.807 (4.766)] [KD 5.791 (5.856)] +2024-10-12 15:18:18,819 - Train: 31.81% [397900/1251000] [318.1/1000.0] [batch_t 0.152 (0.148)] [data_t 0.008] [optim_t 0.145] [lr 0.002318] [CE 4.207 (4.743)] [KD 5.810 (5.878)] +2024-10-12 15:18:26,736 - Train: 31.81% [397950/1251000] [318.1/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.002318] [CE 5.292 (4.727)] [KD 6.211 (5.872)] +2024-10-12 15:18:34,174 - Train: 31.81% [398000/1251000] [318.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002318] [CE 4.663 (4.793)] [KD 6.079 (6.045)] +2024-10-12 15:18:41,648 - Train: 31.82% [398050/1251000] [318.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002318] [CE 5.043 (4.815)] [KD 6.010 (5.970)] +2024-10-12 15:18:49,081 - Train: 31.82% [398100/1251000] [318.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.007] [optim_t 0.143] [lr 0.002318] [CE 4.997 (4.787)] [KD 5.843 (5.978)] +2024-10-12 15:18:56,799 - Train: 31.83% [398150/1251000] [318.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002318] [CE 4.611 (4.745)] [KD 5.737 (5.856)] +2024-10-12 15:19:04,455 - Train: 31.83% [398200/1251000] [318.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002317] [CE 5.153 (4.676)] [KD 5.893 (5.901)] +2024-10-12 15:19:12,136 - Train: 31.83% [398250/1251000] [318.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.002317] [CE 5.014 (4.823)] [KD 6.241 (5.991)] +2024-10-12 15:19:19,682 - Train: 31.84% [398300/1251000] [318.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002317] [CE 4.655 (4.750)] [KD 6.077 (6.004)] +2024-10-12 15:19:27,391 - Train: 31.84% [398350/1251000] [318.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002317] [CE 4.738 (4.820)] [KD 6.195 (5.928)] +2024-10-12 15:19:34,834 - Train: 31.85% [398400/1251000] [318.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002317] [CE 4.672 (4.761)] [KD 5.829 (5.972)] +2024-10-12 15:19:42,360 - Train: 31.85% [398450/1251000] [318.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002317] [CE 4.464 (4.797)] [KD 5.693 (5.909)] +2024-10-12 15:19:50,009 - Train: 31.85% [398500/1251000] [318.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.002316] [CE 4.694 (4.761)] [KD 5.753 (5.952)] +2024-10-12 15:19:57,597 - Train: 31.86% [398550/1251000] [318.6/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.002316] [CE 4.507 (4.763)] [KD 6.065 (5.863)] +2024-10-12 15:20:05,148 - Train: 31.86% [398600/1251000] [318.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002316] [CE 4.494 (4.735)] [KD 5.817 (5.858)] +2024-10-12 15:20:12,920 - Train: 31.87% [398650/1251000] [318.7/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002316] [CE 4.858 (4.710)] [KD 6.025 (5.918)] +2024-10-12 15:20:20,542 - Train: 31.87% [398700/1251000] [318.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002316] [CE 5.090 (4.742)] [KD 6.050 (5.878)] +2024-10-12 15:20:27,941 - Train: 31.87% [398750/1251000] [318.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002316] [CE 4.656 (4.799)] [KD 6.014 (5.977)] +2024-10-12 15:20:35,815 - Train: 31.88% [398800/1251000] [318.8/1000.0] [batch_t 0.149 (0.157)] [data_t 0.007] [optim_t 0.142] [lr 0.002315] [CE 4.565 (4.794)] [KD 6.159 (6.019)] +2024-10-12 15:20:43,185 - Train: 31.88% [398850/1251000] [318.8/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.002315] [CE 4.872 (4.757)] [KD 6.362 (6.105)] +2024-10-12 15:20:50,626 - Train: 31.89% [398900/1251000] [318.9/1000.0] [batch_t 0.156 (0.149)] [data_t 0.003] [optim_t 0.153] [lr 0.002315] [CE 4.840 (4.786)] [KD 5.920 (5.960)] +2024-10-12 15:20:58,087 - Train: 31.89% [398950/1251000] [318.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002315] [CE 4.697 (4.755)] [KD 6.031 (5.950)] +2024-10-12 15:21:05,719 - Train: 31.89% [399000/1251000] [318.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002315] [CE 4.834 (4.731)] [KD 5.750 (5.852)] +2024-10-12 15:21:13,307 - Train: 31.90% [399050/1251000] [319.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002315] [CE 4.495 (4.796)] [KD 5.717 (5.969)] +2024-10-12 15:21:21,800 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 31217] [top5_cnt 42475] [top_all 50000] +2024-10-12 15:21:21,800 - net: 62.434 (84.950) +2024-10-12 15:21:27,679 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 34715] [top5_cnt 44555] [top_all 50000] +2024-10-12 15:21:27,679 - net_E: 69.430 (89.110) +2024-10-12 15:21:27,863 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.482 (epoch: 303)] +2024-10-12 15:21:27,863 - ==> Total time: 17:34:18 Eta: 1 day, 13:30:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 15:21:34,828 - Train: 31.90% [399100/1251000] [319.0/1000.0] [batch_t 0.281 (0.168)] [data_t 0.006] [optim_t 0.275] [lr 0.002315] [CE 5.258 (4.781)] [KD 6.238 (5.989)] +2024-10-12 15:21:42,168 - Train: 31.91% [399150/1251000] [319.1/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.002314] [CE 4.375 (4.744)] [KD 5.427 (5.852)] +2024-10-12 15:21:49,826 - Train: 31.91% [399200/1251000] [319.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.145] [lr 0.002314] [CE 4.939 (4.647)] [KD 5.904 (5.861)] +2024-10-12 15:21:57,174 - Train: 31.91% [399250/1251000] [319.1/1000.0] [batch_t 0.147 (0.147)] [data_t 0.006] [optim_t 0.142] [lr 0.002314] [CE 4.486 (4.742)] [KD 5.804 (5.966)] +2024-10-12 15:22:04,734 - Train: 31.92% [399300/1251000] [319.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.002314] [CE 4.718 (4.775)] [KD 5.901 (5.956)] +2024-10-12 15:22:12,150 - Train: 31.92% [399350/1251000] [319.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.002314] [CE 4.992 (4.758)] [KD 6.156 (5.963)] +2024-10-12 15:22:19,867 - Train: 31.93% [399400/1251000] [319.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002314] [CE 5.043 (4.756)] [KD 5.684 (5.883)] +2024-10-12 15:22:27,377 - Train: 31.93% [399450/1251000] [319.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002313] [CE 4.366 (4.780)] [KD 5.499 (5.855)] +2024-10-12 15:22:35,169 - Train: 31.93% [399500/1251000] [319.3/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.002313] [CE 4.523 (4.762)] [KD 6.079 (5.905)] +2024-10-12 15:22:42,539 - Train: 31.94% [399550/1251000] [319.4/1000.0] [batch_t 0.147 (0.147)] [data_t 0.007] [optim_t 0.140] [lr 0.002313] [CE 4.409 (4.768)] [KD 5.845 (5.926)] +2024-10-12 15:22:50,052 - Train: 31.94% [399600/1251000] [319.4/1000.0] [batch_t 0.156 (0.150)] [data_t 0.005] [optim_t 0.151] [lr 0.002313] [CE 4.612 (4.747)] [KD 6.014 (5.995)] +2024-10-12 15:22:57,570 - Train: 31.95% [399650/1251000] [319.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002313] [CE 4.489 (4.738)] [KD 5.547 (5.927)] +2024-10-12 15:23:04,981 - Train: 31.95% [399700/1251000] [319.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002313] [CE 4.745 (4.828)] [KD 5.778 (5.858)] +2024-10-12 15:23:12,406 - Train: 31.95% [399750/1251000] [319.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002312] [CE 4.876 (4.785)] [KD 5.827 (5.975)] +2024-10-12 15:23:19,958 - Train: 31.96% [399800/1251000] [319.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002312] [CE 4.380 (4.698)] [KD 5.812 (5.951)] +2024-10-12 15:23:27,552 - Train: 31.96% [399850/1251000] [319.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002312] [CE 4.914 (4.712)] [KD 5.775 (5.910)] +2024-10-12 15:23:35,332 - Train: 31.97% [399900/1251000] [319.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.002312] [CE 4.718 (4.791)] [KD 5.906 (6.032)] +2024-10-12 15:23:42,892 - Train: 31.97% [399950/1251000] [319.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002312] [CE 4.679 (4.751)] [KD 6.091 (6.038)] +2024-10-12 15:23:50,340 - Train: 31.97% [400000/1251000] [319.7/1000.0] [batch_t 0.159 (0.149)] [data_t 0.005] [optim_t 0.154] [lr 0.002312] [CE 3.849 (4.761)] [KD 5.760 (5.970)] +2024-10-12 15:23:57,982 - Train: 31.98% [400050/1251000] [319.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.007] [optim_t 0.139] [lr 0.002312] [CE 4.951 (4.721)] [KD 5.927 (5.872)] +2024-10-12 15:24:05,470 - Train: 31.98% [400100/1251000] [319.8/1000.0] [batch_t 0.154 (0.150)] [data_t 0.006] [optim_t 0.148] [lr 0.002311] [CE 4.341 (4.758)] [KD 5.606 (5.914)] +2024-10-12 15:24:13,062 - Train: 31.99% [400150/1251000] [319.9/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.152] [lr 0.002311] [CE 5.138 (4.798)] [KD 6.168 (6.053)] +2024-10-12 15:24:20,649 - Train: 31.99% [400200/1251000] [319.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002311] [CE 5.114 (4.783)] [KD 6.316 (6.032)] +2024-10-12 15:24:28,368 - Train: 31.99% [400250/1251000] [319.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002311] [CE 4.497 (4.823)] [KD 5.846 (5.995)] +2024-10-12 15:24:35,900 - Train: 32.00% [400300/1251000] [320.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002311] [CE 4.808 (4.847)] [KD 6.115 (5.992)] +2024-10-12 15:24:44,466 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 30797] [top5_cnt 42101] [top_all 50000] +2024-10-12 15:24:44,467 - net: 61.594 (84.202) +2024-10-12 15:24:50,151 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.101)] [top1_cnt 34730] [top5_cnt 44528] [top_all 50000] +2024-10-12 15:24:50,151 - net_E: 69.460 (89.056) +2024-10-12 15:24:50,309 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.482 (epoch: 303)] +2024-10-12 15:24:50,309 - ==> Total time: 17:37:41 Eta: 1 day, 13:27:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 15:24:57,303 - Train: 32.00% [400350/1251000] [320.0/1000.0] [batch_t 0.145 (0.172)] [data_t 0.004] [optim_t 0.140] [lr 0.002311] [CE 4.747 (4.678)] [KD 5.675 (5.869)] +2024-10-12 15:25:04,757 - Train: 32.01% [400400/1251000] [320.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002310] [CE 5.001 (4.798)] [KD 5.968 (5.971)] +2024-10-12 15:25:12,434 - Train: 32.01% [400450/1251000] [320.1/1000.0] [batch_t 0.142 (0.153)] [data_t 0.003] [optim_t 0.139] [lr 0.002310] [CE 5.229 (4.750)] [KD 6.365 (5.938)] +2024-10-12 15:25:19,849 - Train: 32.01% [400500/1251000] [320.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002310] [CE 4.239 (4.757)] [KD 5.901 (6.004)] +2024-10-12 15:25:27,304 - Train: 32.02% [400550/1251000] [320.2/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002310] [CE 4.777 (4.704)] [KD 5.811 (5.881)] +2024-10-12 15:25:35,050 - Train: 32.02% [400600/1251000] [320.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.002310] [CE 4.616 (4.771)] [KD 5.687 (5.959)] +2024-10-12 15:25:42,464 - Train: 32.03% [400650/1251000] [320.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002310] [CE 4.541 (4.800)] [KD 6.084 (6.004)] +2024-10-12 15:25:50,374 - Train: 32.03% [400700/1251000] [320.3/1000.0] [batch_t 0.143 (0.158)] [data_t 0.003] [optim_t 0.140] [lr 0.002310] [CE 4.928 (4.804)] [KD 6.278 (5.989)] +2024-10-12 15:25:57,867 - Train: 32.03% [400750/1251000] [320.3/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.002309] [CE 4.610 (4.834)] [KD 5.811 (5.933)] +2024-10-12 15:26:05,265 - Train: 32.04% [400800/1251000] [320.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002309] [CE 4.826 (4.742)] [KD 5.925 (5.909)] +2024-10-12 15:26:12,644 - Train: 32.04% [400850/1251000] [320.4/1000.0] [batch_t 0.148 (0.147)] [data_t 0.006] [optim_t 0.142] [lr 0.002309] [CE 5.084 (4.792)] [KD 6.100 (5.867)] +2024-10-12 15:26:20,334 - Train: 32.05% [400900/1251000] [320.5/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002309] [CE 4.321 (4.788)] [KD 5.943 (5.949)] +2024-10-12 15:26:27,757 - Train: 32.05% [400950/1251000] [320.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.002309] [CE 5.107 (4.752)] [KD 6.051 (5.899)] +2024-10-12 15:26:35,427 - Train: 32.05% [401000/1251000] [320.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002309] [CE 4.536 (4.830)] [KD 5.887 (5.904)] +2024-10-12 15:26:42,852 - Train: 32.06% [401050/1251000] [320.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.002308] [CE 5.164 (4.722)] [KD 6.100 (5.875)] +2024-10-12 15:26:50,474 - Train: 32.06% [401100/1251000] [320.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002308] [CE 4.305 (4.786)] [KD 5.657 (5.902)] +2024-10-12 15:26:57,979 - Train: 32.07% [401150/1251000] [320.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.002308] [CE 4.885 (4.720)] [KD 5.995 (5.900)] +2024-10-12 15:27:05,635 - Train: 32.07% [401200/1251000] [320.7/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.002308] [CE 4.638 (4.803)] [KD 6.300 (6.022)] +2024-10-12 15:27:13,115 - Train: 32.07% [401250/1251000] [320.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002308] [CE 4.650 (4.746)] [KD 5.992 (5.947)] +2024-10-12 15:27:20,727 - Train: 32.08% [401300/1251000] [320.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002308] [CE 4.470 (4.821)] [KD 5.928 (5.965)] +2024-10-12 15:27:28,183 - Train: 32.08% [401350/1251000] [320.8/1000.0] [batch_t 0.141 (0.149)] [data_t 0.003] [optim_t 0.138] [lr 0.002307] [CE 4.628 (4.723)] [KD 6.084 (5.908)] +2024-10-12 15:27:35,842 - Train: 32.09% [401400/1251000] [320.9/1000.0] [batch_t 0.302 (0.153)] [data_t 0.005] [optim_t 0.298] [lr 0.002307] [CE 5.049 (4.820)] [KD 6.243 (6.031)] +2024-10-12 15:27:43,293 - Train: 32.09% [401450/1251000] [320.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002307] [CE 4.565 (4.743)] [KD 5.986 (5.989)] +2024-10-12 15:27:50,720 - Train: 32.09% [401500/1251000] [320.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002307] [CE 4.826 (4.831)] [KD 6.280 (5.989)] +2024-10-12 15:27:58,467 - Train: 32.10% [401550/1251000] [321.0/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002307] [CE 5.127 (4.779)] [KD 6.281 (5.982)] +2024-10-12 15:28:07,102 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.103)] [top1_cnt 31276] [top5_cnt 42550] [top_all 50000] +2024-10-12 15:28:07,102 - net: 62.552 (85.100) +2024-10-12 15:28:12,947 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 34759] [top5_cnt 44587] [top_all 50000] +2024-10-12 15:28:12,947 - net_E: 69.518 (89.174) +2024-10-12 15:28:13,085 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.518 (epoch: 321)] +2024-10-12 15:28:13,085 - ==> Total time: 17:41:04 Eta: 1 day, 13:24:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 15:28:20,330 - Train: 32.10% [401600/1251000] [321.0/1000.0] [batch_t 0.148 (0.165)] [data_t 0.005] [optim_t 0.143] [lr 0.002307] [CE 4.254 (4.671)] [KD 5.372 (5.834)] +2024-10-12 15:28:27,959 - Train: 32.11% [401650/1251000] [321.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002307] [CE 4.800 (4.797)] [KD 5.938 (5.933)] +2024-10-12 15:28:35,336 - Train: 32.11% [401700/1251000] [321.1/1000.0] [batch_t 0.145 (0.147)] [data_t 0.003] [optim_t 0.142] [lr 0.002306] [CE 4.364 (4.779)] [KD 5.680 (5.865)] +2024-10-12 15:28:42,803 - Train: 32.11% [401750/1251000] [321.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002306] [CE 4.660 (4.746)] [KD 5.633 (6.009)] +2024-10-12 15:28:50,622 - Train: 32.12% [401800/1251000] [321.2/1000.0] [batch_t 0.289 (0.156)] [data_t 0.004] [optim_t 0.284] [lr 0.002306] [CE 5.090 (4.726)] [KD 6.358 (5.940)] +2024-10-12 15:28:58,414 - Train: 32.12% [401850/1251000] [321.2/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.002306] [CE 4.614 (4.785)] [KD 5.913 (5.969)] +2024-10-12 15:29:05,906 - Train: 32.13% [401900/1251000] [321.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002306] [CE 4.848 (4.792)] [KD 5.878 (5.940)] +2024-10-12 15:29:13,431 - Train: 32.13% [401950/1251000] [321.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002306] [CE 5.136 (4.752)] [KD 5.545 (5.943)] +2024-10-12 15:29:21,004 - Train: 32.13% [402000/1251000] [321.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002305] [CE 5.200 (4.818)] [KD 5.984 (6.004)] +2024-10-12 15:29:28,550 - Train: 32.14% [402050/1251000] [321.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002305] [CE 5.041 (4.742)] [KD 5.870 (6.016)] +2024-10-12 15:29:36,216 - Train: 32.14% [402100/1251000] [321.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.002305] [CE 4.461 (4.737)] [KD 5.760 (5.958)] +2024-10-12 15:29:43,686 - Train: 32.15% [402150/1251000] [321.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002305] [CE 4.954 (4.668)] [KD 5.969 (5.916)] +2024-10-12 15:29:51,054 - Train: 32.15% [402200/1251000] [321.5/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.002305] [CE 4.948 (4.807)] [KD 6.102 (6.047)] +2024-10-12 15:29:58,758 - Train: 32.15% [402250/1251000] [321.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002305] [CE 4.504 (4.773)] [KD 6.080 (5.972)] +2024-10-12 15:30:06,195 - Train: 32.16% [402300/1251000] [321.6/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.002304] [CE 4.420 (4.750)] [KD 5.935 (5.974)] +2024-10-12 15:30:13,608 - Train: 32.16% [402350/1251000] [321.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002304] [CE 4.704 (4.756)] [KD 5.708 (5.924)] +2024-10-12 15:30:21,396 - Train: 32.17% [402400/1251000] [321.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.002304] [CE 4.929 (4.839)] [KD 5.925 (5.929)] +2024-10-12 15:30:28,916 - Train: 32.17% [402450/1251000] [321.7/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.002304] [CE 4.656 (4.824)] [KD 5.616 (5.960)] +2024-10-12 15:30:36,596 - Train: 32.17% [402500/1251000] [321.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002304] [CE 5.108 (4.783)] [KD 6.135 (5.997)] +2024-10-12 15:30:43,977 - Train: 32.18% [402550/1251000] [321.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002304] [CE 4.943 (4.827)] [KD 5.924 (5.991)] +2024-10-12 15:30:51,398 - Train: 32.18% [402600/1251000] [321.8/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002304] [CE 4.495 (4.780)] [KD 6.113 (5.972)] +2024-10-12 15:30:59,018 - Train: 32.19% [402650/1251000] [321.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002303] [CE 4.989 (4.817)] [KD 6.020 (5.970)] +2024-10-12 15:31:06,740 - Train: 32.19% [402700/1251000] [321.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.002303] [CE 4.194 (4.771)] [KD 5.588 (5.951)] +2024-10-12 15:31:14,329 - Train: 32.19% [402750/1251000] [321.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002303] [CE 4.721 (4.734)] [KD 5.873 (5.978)] +2024-10-12 15:31:21,876 - Train: 32.20% [402800/1251000] [322.0/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002303] [CE 4.421 (4.799)] [KD 5.892 (5.966)] +2024-10-12 15:31:30,859 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 30292] [top5_cnt 41758] [top_all 50000] +2024-10-12 15:31:30,859 - net: 60.584 (83.516) +2024-10-12 15:31:36,697 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 34795] [top5_cnt 44549] [top_all 50000] +2024-10-12 15:31:36,698 - net_E: 69.590 (89.098) +2024-10-12 15:31:36,848 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.590 (epoch: 322)] +2024-10-12 15:31:36,848 - ==> Total time: 17:44:27 Eta: 1 day, 13:21:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 15:31:44,009 - Train: 32.20% [402850/1251000] [322.0/1000.0] [batch_t 0.154 (0.168)] [data_t 0.005] [optim_t 0.150] [lr 0.002303] [CE 4.873 (4.812)] [KD 5.697 (5.964)] +2024-10-12 15:31:51,425 - Train: 32.21% [402900/1251000] [322.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002303] [CE 4.554 (4.782)] [KD 5.570 (5.917)] +2024-10-12 15:31:58,814 - Train: 32.21% [402950/1251000] [322.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002302] [CE 4.418 (4.816)] [KD 5.773 (5.977)] +2024-10-12 15:32:06,368 - Train: 32.21% [403000/1251000] [322.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002302] [CE 4.948 (4.802)] [KD 5.919 (5.890)] +2024-10-12 15:32:14,066 - Train: 32.22% [403050/1251000] [322.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002302] [CE 4.253 (4.716)] [KD 5.875 (5.881)] +2024-10-12 15:32:21,626 - Train: 32.22% [403100/1251000] [322.2/1000.0] [batch_t 0.143 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.002302] [CE 4.857 (4.734)] [KD 5.596 (5.960)] +2024-10-12 15:32:29,268 - Train: 32.23% [403150/1251000] [322.3/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.002302] [CE 4.697 (4.709)] [KD 6.065 (5.954)] +2024-10-12 15:32:36,773 - Train: 32.23% [403200/1251000] [322.3/1000.0] [batch_t 0.156 (0.150)] [data_t 0.005] [optim_t 0.151] [lr 0.002302] [CE 4.814 (4.804)] [KD 6.390 (5.996)] +2024-10-12 15:32:44,416 - Train: 32.23% [403250/1251000] [322.3/1000.0] [batch_t 0.159 (0.153)] [data_t 0.005] [optim_t 0.154] [lr 0.002301] [CE 4.792 (4.753)] [KD 5.906 (5.948)] +2024-10-12 15:32:51,760 - Train: 32.24% [403300/1251000] [322.4/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.002301] [CE 5.079 (4.831)] [KD 5.820 (5.978)] +2024-10-12 15:32:59,190 - Train: 32.24% [403350/1251000] [322.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002301] [CE 4.668 (4.713)] [KD 5.711 (6.011)] +2024-10-12 15:33:06,677 - Train: 32.25% [403400/1251000] [322.5/1000.0] [batch_t 0.155 (0.150)] [data_t 0.005] [optim_t 0.150] [lr 0.002301] [CE 5.028 (4.782)] [KD 5.921 (5.979)] +2024-10-12 15:33:14,525 - Train: 32.25% [403450/1251000] [322.5/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.002301] [CE 5.052 (4.733)] [KD 6.019 (5.871)] +2024-10-12 15:33:22,191 - Train: 32.25% [403500/1251000] [322.5/1000.0] [batch_t 0.290 (0.153)] [data_t 0.004] [optim_t 0.286] [lr 0.002301] [CE 4.700 (4.786)] [KD 5.745 (5.921)] +2024-10-12 15:33:29,594 - Train: 32.26% [403550/1251000] [322.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002301] [CE 4.774 (4.789)] [KD 6.079 (5.912)] +2024-10-12 15:33:37,096 - Train: 32.26% [403600/1251000] [322.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002300] [CE 5.103 (4.785)] [KD 5.990 (5.882)] +2024-10-12 15:33:44,681 - Train: 32.27% [403650/1251000] [322.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002300] [CE 4.724 (4.771)] [KD 5.796 (5.938)] +2024-10-12 15:33:52,103 - Train: 32.27% [403700/1251000] [322.7/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.002300] [CE 4.863 (4.781)] [KD 6.128 (5.966)] +2024-10-12 15:33:59,503 - Train: 32.27% [403750/1251000] [322.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.002300] [CE 4.386 (4.756)] [KD 5.750 (5.994)] +2024-10-12 15:34:06,946 - Train: 32.28% [403800/1251000] [322.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002300] [CE 5.211 (4.824)] [KD 6.315 (5.923)] +2024-10-12 15:34:14,526 - Train: 32.28% [403850/1251000] [322.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002300] [CE 4.881 (4.821)] [KD 6.174 (5.908)] +2024-10-12 15:34:22,210 - Train: 32.29% [403900/1251000] [322.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.006] [optim_t 0.140] [lr 0.002299] [CE 5.062 (4.848)] [KD 5.992 (6.044)] +2024-10-12 15:34:29,995 - Train: 32.29% [403950/1251000] [322.9/1000.0] [batch_t 0.147 (0.156)] [data_t 0.006] [optim_t 0.141] [lr 0.002299] [CE 5.034 (4.727)] [KD 5.899 (5.893)] +2024-10-12 15:34:37,573 - Train: 32.29% [404000/1251000] [322.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002299] [CE 4.942 (4.765)] [KD 6.142 (5.959)] +2024-10-12 15:34:45,086 - Train: 32.30% [404050/1251000] [323.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002299] [CE 4.399 (4.768)] [KD 5.670 (5.964)] +2024-10-12 15:34:54,008 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 30742] [top5_cnt 42156] [top_all 50000] +2024-10-12 15:34:54,009 - net: 61.484 (84.312) +2024-10-12 15:35:00,012 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 34717] [top5_cnt 44552] [top_all 50000] +2024-10-12 15:35:00,012 - net_E: 69.434 (89.104) +2024-10-12 15:35:00,167 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.590 (epoch: 322)] +2024-10-12 15:35:00,167 - ==> Total time: 17:47:51 Eta: 1 day, 13:18:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 15:35:06,431 - Train: 32.30% [404100/1251000] [323.0/1000.0] [batch_t 0.150 (0.167)] [data_t 0.006] [optim_t 0.143] [lr 0.002299] [CE 4.230 (4.755)] [KD 5.762 (5.983)] +2024-10-12 15:35:13,911 - Train: 32.31% [404150/1251000] [323.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002299] [CE 5.106 (4.792)] [KD 6.027 (5.904)] +2024-10-12 15:35:21,333 - Train: 32.31% [404200/1251000] [323.1/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002298] [CE 4.864 (4.758)] [KD 5.999 (5.936)] +2024-10-12 15:35:29,002 - Train: 32.31% [404250/1251000] [323.1/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.002298] [CE 4.611 (4.776)] [KD 5.741 (5.913)] +2024-10-12 15:35:36,869 - Train: 32.32% [404300/1251000] [323.2/1000.0] [batch_t 0.148 (0.157)] [data_t 0.006] [optim_t 0.142] [lr 0.002298] [CE 4.793 (4.750)] [KD 5.800 (5.931)] +2024-10-12 15:35:44,524 - Train: 32.32% [404350/1251000] [323.2/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.002298] [CE 4.799 (4.782)] [KD 5.886 (5.954)] +2024-10-12 15:35:52,172 - Train: 32.33% [404400/1251000] [323.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002298] [CE 4.886 (4.735)] [KD 6.235 (5.837)] +2024-10-12 15:35:59,635 - Train: 32.33% [404450/1251000] [323.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002298] [CE 4.524 (4.777)] [KD 6.030 (5.949)] +2024-10-12 15:36:07,139 - Train: 32.33% [404500/1251000] [323.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002298] [CE 4.814 (4.735)] [KD 6.032 (5.985)] +2024-10-12 15:36:14,834 - Train: 32.34% [404550/1251000] [323.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.002297] [CE 4.947 (4.841)] [KD 5.618 (5.928)] +2024-10-12 15:36:22,483 - Train: 32.34% [404600/1251000] [323.4/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.002297] [CE 4.746 (4.831)] [KD 5.673 (6.001)] +2024-10-12 15:36:29,845 - Train: 32.35% [404650/1251000] [323.5/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.002297] [CE 4.909 (4.709)] [KD 5.982 (5.897)] +2024-10-12 15:36:37,610 - Train: 32.35% [404700/1251000] [323.5/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002297] [CE 5.043 (4.788)] [KD 5.916 (5.931)] +2024-10-12 15:36:45,159 - Train: 32.35% [404750/1251000] [323.5/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002297] [CE 4.908 (4.778)] [KD 6.106 (5.943)] +2024-10-12 15:36:52,668 - Train: 32.36% [404800/1251000] [323.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.009] [optim_t 0.141] [lr 0.002297] [CE 4.988 (4.802)] [KD 5.869 (6.013)] +2024-10-12 15:37:00,301 - Train: 32.36% [404850/1251000] [323.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002296] [CE 4.992 (4.781)] [KD 6.038 (5.929)] +2024-10-12 15:37:07,875 - Train: 32.37% [404900/1251000] [323.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002296] [CE 4.715 (4.809)] [KD 6.100 (6.007)] +2024-10-12 15:37:15,282 - Train: 32.37% [404950/1251000] [323.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002296] [CE 5.111 (4.794)] [KD 6.178 (6.029)] +2024-10-12 15:37:22,694 - Train: 32.37% [405000/1251000] [323.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002296] [CE 4.905 (4.818)] [KD 6.289 (5.973)] +2024-10-12 15:37:30,197 - Train: 32.38% [405050/1251000] [323.8/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.002296] [CE 4.537 (4.775)] [KD 5.800 (5.983)] +2024-10-12 15:37:37,717 - Train: 32.38% [405100/1251000] [323.8/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.002296] [CE 4.275 (4.739)] [KD 5.933 (5.975)] +2024-10-12 15:37:45,518 - Train: 32.39% [405150/1251000] [323.9/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.002295] [CE 4.378 (4.714)] [KD 6.242 (5.979)] +2024-10-12 15:37:52,904 - Train: 32.39% [405200/1251000] [323.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002295] [CE 4.565 (4.809)] [KD 5.866 (6.019)] +2024-10-12 15:38:00,704 - Train: 32.39% [405250/1251000] [323.9/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.002295] [CE 4.447 (4.793)] [KD 5.664 (5.950)] +2024-10-12 15:38:08,261 - Train: 32.40% [405300/1251000] [324.0/1000.0] [batch_t 0.271 (0.151)] [data_t 0.004] [optim_t 0.267] [lr 0.002295] [CE 5.221 (4.835)] [KD 6.130 (6.035)] +2024-10-12 15:38:17,431 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 30637] [top5_cnt 42030] [top_all 50000] +2024-10-12 15:38:17,432 - net: 61.274 (84.060) +2024-10-12 15:38:23,225 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 34736] [top5_cnt 44552] [top_all 50000] +2024-10-12 15:38:23,226 - net_E: 69.472 (89.104) +2024-10-12 15:38:23,383 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.590 (epoch: 322)] +2024-10-12 15:38:23,383 - ==> Total time: 17:51:14 Eta: 1 day, 13:15:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 15:38:29,321 - Train: 32.40% [405350/1251000] [324.0/1000.0] [batch_t 0.148 (0.161)] [data_t 0.006] [optim_t 0.143] [lr 0.002295] [CE 4.484 (4.779)] [KD 5.714 (5.883)] +2024-10-12 15:38:36,699 - Train: 32.41% [405400/1251000] [324.1/1000.0] [batch_t 0.150 (0.147)] [data_t 0.005] [optim_t 0.145] [lr 0.002295] [CE 4.551 (4.880)] [KD 5.859 (5.931)] +2024-10-12 15:38:44,192 - Train: 32.41% [405450/1251000] [324.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.002294] [CE 4.704 (4.738)] [KD 5.867 (5.849)] +2024-10-12 15:38:51,794 - Train: 32.41% [405500/1251000] [324.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002294] [CE 5.076 (4.805)] [KD 6.003 (5.974)] +2024-10-12 15:38:59,456 - Train: 32.42% [405550/1251000] [324.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002294] [CE 5.199 (4.817)] [KD 6.129 (5.917)] +2024-10-12 15:39:07,010 - Train: 32.42% [405600/1251000] [324.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002294] [CE 4.969 (4.712)] [KD 5.740 (5.825)] +2024-10-12 15:39:14,596 - Train: 32.43% [405650/1251000] [324.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002294] [CE 4.615 (4.752)] [KD 5.969 (5.966)] +2024-10-12 15:39:22,132 - Train: 32.43% [405700/1251000] [324.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002294] [CE 5.073 (4.752)] [KD 6.249 (5.923)] +2024-10-12 15:39:29,637 - Train: 32.43% [405750/1251000] [324.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002294] [CE 4.985 (4.781)] [KD 5.854 (5.948)] +2024-10-12 15:39:36,978 - Train: 32.44% [405800/1251000] [324.4/1000.0] [batch_t 0.146 (0.147)] [data_t 0.003] [optim_t 0.143] [lr 0.002293] [CE 4.951 (4.742)] [KD 6.234 (5.958)] +2024-10-12 15:39:44,459 - Train: 32.44% [405850/1251000] [324.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002293] [CE 4.973 (4.757)] [KD 5.863 (5.929)] +2024-10-12 15:39:52,155 - Train: 32.45% [405900/1251000] [324.5/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.002293] [CE 4.053 (4.855)] [KD 5.905 (6.058)] +2024-10-12 15:39:59,541 - Train: 32.45% [405950/1251000] [324.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002293] [CE 5.055 (4.670)] [KD 5.914 (5.917)] +2024-10-12 15:40:07,058 - Train: 32.45% [406000/1251000] [324.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.002293] [CE 4.985 (4.731)] [KD 6.046 (5.885)] +2024-10-12 15:40:14,532 - Train: 32.46% [406050/1251000] [324.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.002293] [CE 4.837 (4.802)] [KD 5.831 (5.965)] +2024-10-12 15:40:22,138 - Train: 32.46% [406100/1251000] [324.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002292] [CE 4.151 (4.722)] [KD 5.831 (5.918)] +2024-10-12 15:40:29,594 - Train: 32.47% [406150/1251000] [324.7/1000.0] [batch_t 0.143 (0.149)] [data_t 0.003] [optim_t 0.140] [lr 0.002292] [CE 4.652 (4.731)] [KD 5.635 (5.959)] +2024-10-12 15:40:36,928 - Train: 32.47% [406200/1251000] [324.7/1000.0] [batch_t 0.144 (0.147)] [data_t 0.004] [optim_t 0.140] [lr 0.002292] [CE 4.891 (4.769)] [KD 6.143 (5.987)] +2024-10-12 15:40:44,321 - Train: 32.47% [406250/1251000] [324.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.007] [optim_t 0.142] [lr 0.002292] [CE 4.489 (4.766)] [KD 6.204 (6.008)] +2024-10-12 15:40:51,944 - Train: 32.48% [406300/1251000] [324.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.002292] [CE 5.057 (4.756)] [KD 6.269 (5.953)] +2024-10-12 15:40:59,577 - Train: 32.48% [406350/1251000] [324.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002292] [CE 4.878 (4.771)] [KD 5.989 (5.973)] +2024-10-12 15:41:07,124 - Train: 32.49% [406400/1251000] [324.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002291] [CE 4.630 (4.764)] [KD 5.835 (5.971)] +2024-10-12 15:41:14,612 - Train: 32.49% [406450/1251000] [324.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002291] [CE 4.516 (4.771)] [KD 5.951 (5.967)] +2024-10-12 15:41:22,104 - Train: 32.49% [406500/1251000] [324.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002291] [CE 4.824 (4.802)] [KD 5.536 (5.982)] +2024-10-12 15:41:29,477 - Train: 32.50% [406550/1251000] [325.0/1000.0] [batch_t 0.144 (0.147)] [data_t 0.004] [optim_t 0.140] [lr 0.002291] [CE 4.880 (4.766)] [KD 6.217 (5.902)] +2024-10-12 15:41:38,718 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.103)] [top1_cnt 30074] [top5_cnt 41632] [top_all 50000] +2024-10-12 15:41:38,719 - net: 60.148 (83.264) +2024-10-12 15:41:44,527 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 34751] [top5_cnt 44565] [top_all 50000] +2024-10-12 15:41:44,528 - net_E: 69.502 (89.130) +2024-10-12 15:41:44,699 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.590 (epoch: 322)] +2024-10-12 15:41:44,699 - ==> Total time: 17:54:35 Eta: 1 day, 13:11:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 15:41:50,934 - Train: 32.50% [406600/1251000] [325.0/1000.0] [batch_t 0.147 (0.171)] [data_t 0.004] [optim_t 0.143] [lr 0.002291] [CE 4.744 (4.718)] [KD 6.063 (5.978)] +2024-10-12 15:41:58,523 - Train: 32.51% [406650/1251000] [325.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002291] [CE 5.219 (4.740)] [KD 6.117 (5.941)] +2024-10-12 15:42:06,321 - Train: 32.51% [406700/1251000] [325.1/1000.0] [batch_t 0.159 (0.156)] [data_t 0.003] [optim_t 0.156] [lr 0.002291] [CE 4.649 (4.813)] [KD 5.686 (5.912)] +2024-10-12 15:42:14,038 - Train: 32.51% [406750/1251000] [325.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002290] [CE 4.999 (4.771)] [KD 6.047 (5.995)] +2024-10-12 15:42:21,493 - Train: 32.52% [406800/1251000] [325.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002290] [CE 4.669 (4.757)] [KD 6.130 (5.986)] +2024-10-12 15:42:28,900 - Train: 32.52% [406850/1251000] [325.2/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002290] [CE 5.008 (4.789)] [KD 5.707 (5.981)] +2024-10-12 15:42:36,571 - Train: 32.53% [406900/1251000] [325.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002290] [CE 4.784 (4.759)] [KD 5.991 (5.953)] +2024-10-12 15:42:44,002 - Train: 32.53% [406950/1251000] [325.3/1000.0] [batch_t 0.162 (0.149)] [data_t 0.004] [optim_t 0.157] [lr 0.002290] [CE 4.878 (4.829)] [KD 5.787 (5.918)] +2024-10-12 15:42:51,566 - Train: 32.53% [407000/1251000] [325.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002290] [CE 5.072 (4.791)] [KD 6.003 (5.981)] +2024-10-12 15:42:59,360 - Train: 32.54% [407050/1251000] [325.4/1000.0] [batch_t 0.153 (0.156)] [data_t 0.006] [optim_t 0.147] [lr 0.002289] [CE 4.779 (4.754)] [KD 5.941 (5.971)] +2024-10-12 15:43:06,940 - Train: 32.54% [407100/1251000] [325.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.007] [optim_t 0.143] [lr 0.002289] [CE 4.991 (4.791)] [KD 5.962 (5.954)] +2024-10-12 15:43:14,465 - Train: 32.55% [407150/1251000] [325.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.007] [optim_t 0.142] [lr 0.002289] [CE 4.636 (4.765)] [KD 5.798 (5.965)] +2024-10-12 15:43:21,852 - Train: 32.55% [407200/1251000] [325.5/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002289] [CE 5.092 (4.776)] [KD 6.298 (5.967)] +2024-10-12 15:43:29,556 - Train: 32.55% [407250/1251000] [325.5/1000.0] [batch_t 0.277 (0.154)] [data_t 0.003] [optim_t 0.274] [lr 0.002289] [CE 5.080 (4.749)] [KD 5.811 (5.898)] +2024-10-12 15:43:36,958 - Train: 32.56% [407300/1251000] [325.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.002289] [CE 4.743 (4.785)] [KD 6.283 (5.885)] +2024-10-12 15:43:44,623 - Train: 32.56% [407350/1251000] [325.6/1000.0] [batch_t 0.159 (0.153)] [data_t 0.007] [optim_t 0.152] [lr 0.002288] [CE 5.028 (4.764)] [KD 6.023 (5.875)] +2024-10-12 15:43:52,104 - Train: 32.57% [407400/1251000] [325.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.002288] [CE 4.464 (4.805)] [KD 5.833 (5.964)] +2024-10-12 15:43:59,875 - Train: 32.57% [407450/1251000] [325.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.002288] [CE 4.314 (4.712)] [KD 5.624 (5.978)] +2024-10-12 15:44:07,493 - Train: 32.57% [407500/1251000] [325.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002288] [CE 4.428 (4.785)] [KD 5.753 (5.875)] +2024-10-12 15:44:15,194 - Train: 32.58% [407550/1251000] [325.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.007] [optim_t 0.141] [lr 0.002288] [CE 4.725 (4.775)] [KD 5.912 (5.964)] +2024-10-12 15:44:22,640 - Train: 32.58% [407600/1251000] [325.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.002288] [CE 4.714 (4.737)] [KD 5.863 (5.850)] +2024-10-12 15:44:30,241 - Train: 32.59% [407650/1251000] [325.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002287] [CE 4.895 (4.803)] [KD 5.952 (5.980)] +2024-10-12 15:44:37,618 - Train: 32.59% [407700/1251000] [325.9/1000.0] [batch_t 0.145 (0.147)] [data_t 0.004] [optim_t 0.140] [lr 0.002287] [CE 5.163 (4.723)] [KD 6.337 (5.911)] +2024-10-12 15:44:45,102 - Train: 32.59% [407750/1251000] [325.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002287] [CE 4.815 (4.655)] [KD 6.358 (5.963)] +2024-10-12 15:44:52,597 - Train: 32.60% [407800/1251000] [326.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002287] [CE 4.742 (4.832)] [KD 6.057 (6.097)] +2024-10-12 15:45:02,211 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 30441] [top5_cnt 41865] [top_all 50000] +2024-10-12 15:45:02,211 - net: 60.882 (83.730) +2024-10-12 15:45:08,543 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.110)] [top1_cnt 34783] [top5_cnt 44558] [top_all 50000] +2024-10-12 15:45:08,544 - net_E: 69.566 (89.116) +2024-10-12 15:45:08,729 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.590 (epoch: 322)] +2024-10-12 15:45:08,730 - ==> Total time: 17:57:59 Eta: 1 day, 13:08:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 15:45:14,848 - Train: 32.60% [407850/1251000] [326.0/1000.0] [batch_t 0.307 (0.181)] [data_t 0.004] [optim_t 0.303] [lr 0.002287] [CE 4.747 (4.687)] [KD 5.817 (5.939)] +2024-10-12 15:45:22,630 - Train: 32.61% [407900/1251000] [326.1/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.002287] [CE 4.339 (4.745)] [KD 5.781 (5.913)] +2024-10-12 15:45:30,474 - Train: 32.61% [407950/1251000] [326.1/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.002287] [CE 4.547 (4.739)] [KD 5.834 (5.918)] +2024-10-12 15:45:37,969 - Train: 32.61% [408000/1251000] [326.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002286] [CE 4.715 (4.782)] [KD 5.783 (5.898)] +2024-10-12 15:45:45,475 - Train: 32.62% [408050/1251000] [326.2/1000.0] [batch_t 0.158 (0.150)] [data_t 0.005] [optim_t 0.153] [lr 0.002286] [CE 4.880 (4.737)] [KD 6.139 (5.905)] +2024-10-12 15:45:53,256 - Train: 32.62% [408100/1251000] [326.2/1000.0] [batch_t 0.153 (0.156)] [data_t 0.007] [optim_t 0.146] [lr 0.002286] [CE 4.757 (4.761)] [KD 5.845 (5.940)] +2024-10-12 15:46:00,754 - Train: 32.63% [408150/1251000] [326.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002286] [CE 4.650 (4.738)] [KD 5.912 (5.955)] +2024-10-12 15:46:08,449 - Train: 32.63% [408200/1251000] [326.3/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.002286] [CE 4.847 (4.682)] [KD 5.941 (5.809)] +2024-10-12 15:46:16,002 - Train: 32.63% [408250/1251000] [326.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002286] [CE 4.709 (4.809)] [KD 5.805 (6.006)] +2024-10-12 15:46:23,803 - Train: 32.64% [408300/1251000] [326.4/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.002285] [CE 4.920 (4.761)] [KD 5.938 (5.938)] +2024-10-12 15:46:31,472 - Train: 32.64% [408350/1251000] [326.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002285] [CE 4.542 (4.760)] [KD 5.815 (5.894)] +2024-10-12 15:46:38,872 - Train: 32.65% [408400/1251000] [326.5/1000.0] [batch_t 0.156 (0.148)] [data_t 0.003] [optim_t 0.153] [lr 0.002285] [CE 5.022 (4.803)] [KD 5.828 (5.989)] +2024-10-12 15:46:46,306 - Train: 32.65% [408450/1251000] [326.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002285] [CE 5.132 (4.715)] [KD 6.193 (5.922)] +2024-10-12 15:46:53,821 - Train: 32.65% [408500/1251000] [326.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002285] [CE 5.002 (4.826)] [KD 5.935 (5.901)] +2024-10-12 15:47:01,326 - Train: 32.66% [408550/1251000] [326.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002285] [CE 4.619 (4.764)] [KD 6.085 (5.936)] +2024-10-12 15:47:09,022 - Train: 32.66% [408600/1251000] [326.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.002284] [CE 4.852 (4.748)] [KD 5.926 (5.960)] +2024-10-12 15:47:16,494 - Train: 32.67% [408650/1251000] [326.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002284] [CE 4.983 (4.806)] [KD 6.157 (5.961)] +2024-10-12 15:47:24,353 - Train: 32.67% [408700/1251000] [326.7/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.002284] [CE 4.792 (4.782)] [KD 5.629 (5.942)] +2024-10-12 15:47:31,964 - Train: 32.67% [408750/1251000] [326.7/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002284] [CE 4.567 (4.668)] [KD 5.642 (5.858)] +2024-10-12 15:47:39,393 - Train: 32.68% [408800/1251000] [326.8/1000.0] [batch_t 0.155 (0.148)] [data_t 0.005] [optim_t 0.150] [lr 0.002284] [CE 4.324 (4.777)] [KD 5.930 (5.912)] +2024-10-12 15:47:46,801 - Train: 32.68% [408850/1251000] [326.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002284] [CE 4.499 (4.645)] [KD 5.866 (5.942)] +2024-10-12 15:47:54,424 - Train: 32.69% [408900/1251000] [326.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002284] [CE 4.571 (4.777)] [KD 5.984 (6.061)] +2024-10-12 15:48:01,955 - Train: 32.69% [408950/1251000] [326.9/1000.0] [batch_t 0.244 (0.151)] [data_t 0.003] [optim_t 0.241] [lr 0.002283] [CE 4.879 (4.753)] [KD 5.989 (6.013)] +2024-10-12 15:48:09,591 - Train: 32.69% [409000/1251000] [326.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002283] [CE 4.685 (4.775)] [KD 5.575 (6.005)] +2024-10-12 15:48:17,357 - Train: 32.70% [409050/1251000] [327.0/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.002283] [CE 4.207 (4.797)] [KD 5.886 (5.954)] +2024-10-12 15:48:27,034 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 31467] [top5_cnt 42590] [top_all 50000] +2024-10-12 15:48:27,035 - net: 62.934 (85.180) +2024-10-12 15:48:32,934 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 34841] [top5_cnt 44581] [top_all 50000] +2024-10-12 15:48:32,935 - net_E: 69.682 (89.162) +2024-10-12 15:48:33,098 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.682 (epoch: 327)] +2024-10-12 15:48:33,098 - ==> Total time: 18:01:24 Eta: 1 day, 13:05:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 15:48:39,286 - Train: 32.70% [409100/1251000] [327.0/1000.0] [batch_t 0.149 (0.164)] [data_t 0.005] [optim_t 0.143] [lr 0.002283] [CE 4.646 (4.638)] [KD 5.709 (5.764)] +2024-10-12 15:48:47,033 - Train: 32.71% [409150/1251000] [327.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.002283] [CE 4.806 (4.708)] [KD 5.667 (5.890)] +2024-10-12 15:48:54,637 - Train: 32.71% [409200/1251000] [327.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002283] [CE 5.042 (4.707)] [KD 6.017 (5.989)] +2024-10-12 15:49:02,098 - Train: 32.71% [409250/1251000] [327.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.002282] [CE 4.540 (4.713)] [KD 6.100 (5.849)] +2024-10-12 15:49:09,540 - Train: 32.72% [409300/1251000] [327.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002282] [CE 5.000 (4.736)] [KD 6.170 (5.853)] +2024-10-12 15:49:17,488 - Train: 32.72% [409350/1251000] [327.2/1000.0] [batch_t 0.146 (0.159)] [data_t 0.004] [optim_t 0.142] [lr 0.002282] [CE 4.656 (4.711)] [KD 5.913 (5.846)] +2024-10-12 15:49:25,023 - Train: 32.73% [409400/1251000] [327.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002282] [CE 4.686 (4.753)] [KD 5.820 (5.933)] +2024-10-12 15:49:32,586 - Train: 32.73% [409450/1251000] [327.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002282] [CE 5.204 (4.763)] [KD 6.014 (5.906)] +2024-10-12 15:49:40,073 - Train: 32.73% [409500/1251000] [327.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002282] [CE 4.774 (4.690)] [KD 5.875 (5.843)] +2024-10-12 15:49:47,680 - Train: 32.74% [409550/1251000] [327.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002281] [CE 5.241 (4.781)] [KD 5.852 (5.885)] +2024-10-12 15:49:55,261 - Train: 32.74% [409600/1251000] [327.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002281] [CE 4.442 (4.710)] [KD 5.930 (5.975)] +2024-10-12 15:50:03,063 - Train: 32.75% [409650/1251000] [327.5/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.002281] [CE 4.764 (4.751)] [KD 6.020 (5.903)] +2024-10-12 15:50:10,620 - Train: 32.75% [409700/1251000] [327.5/1000.0] [batch_t 0.145 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.002281] [CE 4.892 (4.723)] [KD 5.874 (5.858)] +2024-10-12 15:50:18,179 - Train: 32.75% [409750/1251000] [327.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.002281] [CE 4.641 (4.753)] [KD 5.852 (5.946)] +2024-10-12 15:50:25,753 - Train: 32.76% [409800/1251000] [327.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002281] [CE 4.423 (4.808)] [KD 5.992 (5.971)] +2024-10-12 15:50:33,243 - Train: 32.76% [409850/1251000] [327.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002280] [CE 4.495 (4.723)] [KD 6.107 (5.955)] +2024-10-12 15:50:41,070 - Train: 32.77% [409900/1251000] [327.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.002280] [CE 4.504 (4.814)] [KD 5.820 (5.937)] +2024-10-12 15:50:48,510 - Train: 32.77% [409950/1251000] [327.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002280] [CE 4.667 (4.760)] [KD 6.270 (5.933)] +2024-10-12 15:50:56,213 - Train: 32.77% [410000/1251000] [327.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.002] [optim_t 0.148] [lr 0.002280] [CE 5.011 (4.739)] [KD 6.218 (5.906)] +2024-10-12 15:51:03,918 - Train: 32.78% [410050/1251000] [327.8/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.002280] [CE 4.980 (4.717)] [KD 6.102 (5.940)] +2024-10-12 15:51:11,356 - Train: 32.78% [410100/1251000] [327.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002280] [CE 4.688 (4.794)] [KD 5.680 (5.963)] +2024-10-12 15:51:18,806 - Train: 32.79% [410150/1251000] [327.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.002280] [CE 4.583 (4.729)] [KD 5.695 (5.878)] +2024-10-12 15:51:26,677 - Train: 32.79% [410200/1251000] [327.9/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.002279] [CE 5.226 (4.797)] [KD 6.442 (6.002)] +2024-10-12 15:51:34,259 - Train: 32.79% [410250/1251000] [327.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002279] [CE 4.775 (4.780)] [KD 5.917 (5.956)] +2024-10-12 15:51:41,834 - Train: 32.80% [410300/1251000] [328.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002279] [CE 5.090 (4.763)] [KD 6.237 (5.951)] +2024-10-12 15:51:51,545 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 29846] [top5_cnt 41335] [top_all 50000] +2024-10-12 15:51:51,545 - net: 59.692 (82.670) +2024-10-12 15:51:57,411 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34854] [top5_cnt 44603] [top_all 50000] +2024-10-12 15:51:57,411 - net_E: 69.708 (89.206) +2024-10-12 15:51:57,571 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 15:51:57,571 - ==> Total time: 18:04:48 Eta: 1 day, 13:02:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 15:52:04,130 - Train: 32.80% [410350/1251000] [328.0/1000.0] [batch_t 0.154 (0.170)] [data_t 0.005] [optim_t 0.149] [lr 0.002279] [CE 4.809 (4.749)] [KD 5.509 (5.777)] +2024-10-12 15:52:11,690 - Train: 32.81% [410400/1251000] [328.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002279] [CE 4.600 (4.745)] [KD 5.836 (5.849)] +2024-10-12 15:52:19,372 - Train: 32.81% [410450/1251000] [328.1/1000.0] [batch_t 0.277 (0.154)] [data_t 0.005] [optim_t 0.272] [lr 0.002279] [CE 4.795 (4.737)] [KD 6.141 (5.902)] +2024-10-12 15:52:26,913 - Train: 32.81% [410500/1251000] [328.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.006] [optim_t 0.147] [lr 0.002278] [CE 4.913 (4.697)] [KD 6.319 (5.891)] +2024-10-12 15:52:34,636 - Train: 32.82% [410550/1251000] [328.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.002278] [CE 4.768 (4.802)] [KD 6.157 (6.023)] +2024-10-12 15:52:42,090 - Train: 32.82% [410600/1251000] [328.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002278] [CE 4.723 (4.687)] [KD 5.857 (5.931)] +2024-10-12 15:52:49,848 - Train: 32.83% [410650/1251000] [328.3/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002278] [CE 5.112 (4.776)] [KD 5.990 (5.981)] +2024-10-12 15:52:57,243 - Train: 32.83% [410700/1251000] [328.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002278] [CE 4.653 (4.770)] [KD 5.698 (5.921)] +2024-10-12 15:53:04,884 - Train: 32.83% [410750/1251000] [328.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002278] [CE 5.011 (4.778)] [KD 6.093 (5.920)] +2024-10-12 15:53:12,455 - Train: 32.84% [410800/1251000] [328.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002277] [CE 5.074 (4.784)] [KD 6.120 (5.999)] +2024-10-12 15:53:19,856 - Train: 32.84% [410850/1251000] [328.4/1000.0] [batch_t 0.151 (0.148)] [data_t 0.007] [optim_t 0.145] [lr 0.002277] [CE 4.393 (4.781)] [KD 5.549 (5.981)] +2024-10-12 15:53:27,521 - Train: 32.85% [410900/1251000] [328.5/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.002277] [CE 4.393 (4.773)] [KD 5.853 (6.002)] +2024-10-12 15:53:35,192 - Train: 32.85% [410950/1251000] [328.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002277] [CE 5.431 (4.730)] [KD 6.221 (5.914)] +2024-10-12 15:53:42,739 - Train: 32.85% [411000/1251000] [328.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002277] [CE 4.731 (4.753)] [KD 5.738 (5.895)] +2024-10-12 15:53:50,521 - Train: 32.86% [411050/1251000] [328.6/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.002277] [CE 5.012 (4.805)] [KD 6.257 (5.962)] +2024-10-12 15:53:58,088 - Train: 32.86% [411100/1251000] [328.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002276] [CE 4.737 (4.722)] [KD 6.078 (5.974)] +2024-10-12 15:54:05,549 - Train: 32.87% [411150/1251000] [328.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002276] [CE 5.168 (4.750)] [KD 5.902 (5.920)] +2024-10-12 15:54:12,993 - Train: 32.87% [411200/1251000] [328.7/1000.0] [batch_t 0.151 (0.149)] [data_t 0.007] [optim_t 0.144] [lr 0.002276] [CE 5.052 (4.766)] [KD 5.966 (5.900)] +2024-10-12 15:54:20,508 - Train: 32.87% [411250/1251000] [328.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002276] [CE 5.065 (4.821)] [KD 5.903 (5.958)] +2024-10-12 15:54:28,051 - Train: 32.88% [411300/1251000] [328.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002276] [CE 4.281 (4.786)] [KD 5.749 (5.999)] +2024-10-12 15:54:35,930 - Train: 32.88% [411350/1251000] [328.8/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.002276] [CE 4.932 (4.772)] [KD 5.871 (5.926)] +2024-10-12 15:54:43,400 - Train: 32.89% [411400/1251000] [328.9/1000.0] [batch_t 0.153 (0.149)] [data_t 0.006] [optim_t 0.147] [lr 0.002276] [CE 4.932 (4.775)] [KD 5.894 (5.988)] +2024-10-12 15:54:50,929 - Train: 32.89% [411450/1251000] [328.9/1000.0] [batch_t 0.250 (0.150)] [data_t 0.006] [optim_t 0.244] [lr 0.002275] [CE 5.082 (4.825)] [KD 5.997 (5.973)] +2024-10-12 15:54:58,619 - Train: 32.89% [411500/1251000] [328.9/1000.0] [batch_t 0.271 (0.154)] [data_t 0.005] [optim_t 0.267] [lr 0.002275] [CE 4.916 (4.737)] [KD 6.153 (5.955)] +2024-10-12 15:55:06,055 - Train: 32.90% [411550/1251000] [329.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.002275] [CE 5.146 (4.744)] [KD 6.024 (5.877)] +2024-10-12 15:55:15,957 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 31341] [top5_cnt 42547] [top_all 50000] +2024-10-12 15:55:15,958 - net: 62.682 (85.094) +2024-10-12 15:55:21,856 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 34808] [top5_cnt 44579] [top_all 50000] +2024-10-12 15:55:21,857 - net_E: 69.616 (89.158) +2024-10-12 15:55:21,988 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 15:55:21,988 - ==> Total time: 18:08:13 Eta: 1 day, 12:59:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 15:55:27,309 - Train: 32.90% [411600/1251000] [329.0/1000.0] [batch_t 0.145 (0.167)] [data_t 0.005] [optim_t 0.141] [lr 0.002275] [CE 4.778 (4.843)] [KD 5.621 (5.897)] +2024-10-12 15:55:35,006 - Train: 32.91% [411650/1251000] [329.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.002275] [CE 4.653 (4.806)] [KD 6.007 (5.901)] +2024-10-12 15:55:42,541 - Train: 32.91% [411700/1251000] [329.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002275] [CE 4.786 (4.679)] [KD 5.523 (5.799)] +2024-10-12 15:55:50,237 - Train: 32.91% [411750/1251000] [329.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.002274] [CE 4.949 (4.732)] [KD 6.095 (5.855)] +2024-10-12 15:55:57,700 - Train: 32.92% [411800/1251000] [329.2/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002274] [CE 4.637 (4.808)] [KD 5.927 (5.999)] +2024-10-12 15:56:05,160 - Train: 32.92% [411850/1251000] [329.2/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002274] [CE 4.483 (4.793)] [KD 6.073 (5.994)] +2024-10-12 15:56:13,017 - Train: 32.93% [411900/1251000] [329.3/1000.0] [batch_t 0.148 (0.157)] [data_t 0.006] [optim_t 0.142] [lr 0.002274] [CE 4.944 (4.765)] [KD 6.234 (5.992)] +2024-10-12 15:56:20,478 - Train: 32.93% [411950/1251000] [329.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002274] [CE 4.583 (4.787)] [KD 5.726 (5.983)] +2024-10-12 15:56:28,033 - Train: 32.93% [412000/1251000] [329.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002274] [CE 4.957 (4.753)] [KD 6.383 (5.955)] +2024-10-12 15:56:35,576 - Train: 32.94% [412050/1251000] [329.4/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002273] [CE 5.242 (4.787)] [KD 6.319 (5.981)] +2024-10-12 15:56:43,100 - Train: 32.94% [412100/1251000] [329.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002273] [CE 5.101 (4.782)] [KD 5.824 (5.903)] +2024-10-12 15:56:50,794 - Train: 32.95% [412150/1251000] [329.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002273] [CE 4.944 (4.798)] [KD 6.009 (5.895)] +2024-10-12 15:56:58,243 - Train: 32.95% [412200/1251000] [329.5/1000.0] [batch_t 0.152 (0.149)] [data_t 0.007] [optim_t 0.145] [lr 0.002273] [CE 4.850 (4.788)] [KD 6.064 (5.850)] +2024-10-12 15:57:05,892 - Train: 32.95% [412250/1251000] [329.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002273] [CE 4.501 (4.803)] [KD 5.839 (5.906)] +2024-10-12 15:57:13,750 - Train: 32.96% [412300/1251000] [329.6/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.002273] [CE 4.490 (4.766)] [KD 5.662 (5.887)] +2024-10-12 15:57:21,328 - Train: 32.96% [412350/1251000] [329.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.002272] [CE 4.456 (4.784)] [KD 6.102 (5.895)] +2024-10-12 15:57:28,792 - Train: 32.97% [412400/1251000] [329.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002272] [CE 4.339 (4.739)] [KD 5.622 (5.882)] +2024-10-12 15:57:36,393 - Train: 32.97% [412450/1251000] [329.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002272] [CE 4.765 (4.796)] [KD 5.703 (5.964)] +2024-10-12 15:57:43,974 - Train: 32.97% [412500/1251000] [329.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.007] [optim_t 0.145] [lr 0.002272] [CE 4.820 (4.757)] [KD 6.216 (5.901)] +2024-10-12 15:57:51,724 - Train: 32.98% [412550/1251000] [329.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.002272] [CE 4.698 (4.847)] [KD 5.702 (5.945)] +2024-10-12 15:57:59,341 - Train: 32.98% [412600/1251000] [329.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002272] [CE 5.366 (4.824)] [KD 6.161 (6.002)] +2024-10-12 15:58:06,935 - Train: 32.99% [412650/1251000] [329.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002272] [CE 4.825 (4.805)] [KD 5.940 (5.924)] +2024-10-12 15:58:14,693 - Train: 32.99% [412700/1251000] [329.9/1000.0] [batch_t 0.273 (0.155)] [data_t 0.003] [optim_t 0.270] [lr 0.002271] [CE 5.252 (4.784)] [KD 6.259 (5.972)] +2024-10-12 15:58:22,493 - Train: 32.99% [412750/1251000] [329.9/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.002271] [CE 4.519 (4.674)] [KD 5.701 (5.832)] +2024-10-12 15:58:29,936 - Train: 33.00% [412800/1251000] [330.0/1000.0] [batch_t 0.154 (0.149)] [data_t 0.006] [optim_t 0.148] [lr 0.002271] [CE 4.608 (4.764)] [KD 6.225 (6.000)] +2024-10-12 15:58:40,148 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.105)] [top1_cnt 30443] [top5_cnt 41695] [top_all 50000] +2024-10-12 15:58:40,148 - net: 60.886 (83.390) +2024-10-12 15:58:45,798 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.101)] [top1_cnt 34806] [top5_cnt 44564] [top_all 50000] +2024-10-12 15:58:45,799 - net_E: 69.612 (89.128) +2024-10-12 15:58:45,987 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 15:58:45,988 - ==> Total time: 18:11:37 Eta: 1 day, 12:56:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 15:58:51,679 - Train: 33.00% [412850/1251000] [330.0/1000.0] [batch_t 0.149 (0.165)] [data_t 0.005] [optim_t 0.144] [lr 0.002271] [CE 3.938 (4.679)] [KD 5.279 (5.815)] +2024-10-12 15:58:59,423 - Train: 33.01% [412900/1251000] [330.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.002] [optim_t 0.147] [lr 0.002271] [CE 4.871 (4.681)] [KD 6.042 (5.851)] +2024-10-12 15:59:06,867 - Train: 33.01% [412950/1251000] [330.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002271] [CE 4.489 (4.846)] [KD 5.927 (5.943)] +2024-10-12 15:59:14,488 - Train: 33.01% [413000/1251000] [330.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002270] [CE 4.514 (4.746)] [KD 5.617 (5.875)] +2024-10-12 15:59:22,091 - Train: 33.02% [413050/1251000] [330.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002270] [CE 5.155 (4.742)] [KD 6.285 (5.870)] +2024-10-12 15:59:29,760 - Train: 33.02% [413100/1251000] [330.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.002270] [CE 5.064 (4.780)] [KD 6.124 (5.965)] +2024-10-12 15:59:37,561 - Train: 33.03% [413150/1251000] [330.3/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.002270] [CE 4.535 (4.734)] [KD 5.994 (5.919)] +2024-10-12 15:59:45,266 - Train: 33.03% [413200/1251000] [330.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002270] [CE 4.541 (4.749)] [KD 5.858 (5.865)] +2024-10-12 15:59:52,730 - Train: 33.03% [413250/1251000] [330.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002270] [CE 4.674 (4.748)] [KD 6.138 (5.924)] +2024-10-12 16:00:00,517 - Train: 33.04% [413300/1251000] [330.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.002269] [CE 4.320 (4.756)] [KD 5.478 (5.859)] +2024-10-12 16:00:08,024 - Train: 33.04% [413350/1251000] [330.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.002269] [CE 4.479 (4.751)] [KD 6.168 (5.932)] +2024-10-12 16:00:15,510 - Train: 33.05% [413400/1251000] [330.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.002269] [CE 5.057 (4.785)] [KD 6.083 (5.914)] +2024-10-12 16:00:23,099 - Train: 33.05% [413450/1251000] [330.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002269] [CE 4.857 (4.760)] [KD 5.797 (5.871)] +2024-10-12 16:00:30,785 - Train: 33.05% [413500/1251000] [330.5/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002269] [CE 5.382 (4.798)] [KD 6.411 (5.974)] +2024-10-12 16:00:38,350 - Train: 33.06% [413550/1251000] [330.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002269] [CE 4.760 (4.812)] [KD 5.811 (5.989)] +2024-10-12 16:00:46,143 - Train: 33.06% [413600/1251000] [330.6/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.002268] [CE 5.300 (4.755)] [KD 6.321 (5.950)] +2024-10-12 16:00:53,577 - Train: 33.07% [413650/1251000] [330.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002268] [CE 4.860 (4.764)] [KD 5.513 (5.933)] +2024-10-12 16:01:01,028 - Train: 33.07% [413700/1251000] [330.7/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.002268] [CE 5.061 (4.678)] [KD 5.873 (5.778)] +2024-10-12 16:01:08,729 - Train: 33.07% [413750/1251000] [330.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002268] [CE 4.611 (4.793)] [KD 5.908 (5.914)] +2024-10-12 16:01:16,171 - Train: 33.08% [413800/1251000] [330.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002268] [CE 4.885 (4.827)] [KD 6.017 (5.996)] +2024-10-12 16:01:23,736 - Train: 33.08% [413850/1251000] [330.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002268] [CE 5.315 (4.749)] [KD 6.316 (5.928)] +2024-10-12 16:01:31,534 - Train: 33.09% [413900/1251000] [330.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.002267] [CE 4.474 (4.729)] [KD 5.892 (5.963)] +2024-10-12 16:01:38,989 - Train: 33.09% [413950/1251000] [330.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.002267] [CE 5.190 (4.744)] [KD 6.221 (5.964)] +2024-10-12 16:01:46,744 - Train: 33.09% [414000/1251000] [330.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002267] [CE 4.470 (4.861)] [KD 5.757 (6.037)] +2024-10-12 16:01:54,313 - Train: 33.10% [414050/1251000] [331.0/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002267] [CE 4.974 (4.712)] [KD 6.117 (5.935)] +2024-10-12 16:02:04,557 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 29326] [top5_cnt 41118] [top_all 50000] +2024-10-12 16:02:04,557 - net: 58.652 (82.236) +2024-10-12 16:02:10,339 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 34768] [top5_cnt 44549] [top_all 50000] +2024-10-12 16:02:10,339 - net_E: 69.536 (89.098) +2024-10-12 16:02:10,480 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 16:02:10,480 - ==> Total time: 18:15:01 Eta: 1 day, 12:53:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 16:02:15,798 - Train: 33.10% [414100/1251000] [331.0/1000.0] [batch_t 0.150 (0.174)] [data_t 0.004] [optim_t 0.146] [lr 0.002267] [CE 4.586 (4.703)] [KD 5.892 (5.961)] +2024-10-12 16:02:23,562 - Train: 33.11% [414150/1251000] [331.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.006] [optim_t 0.144] [lr 0.002267] [CE 4.316 (4.703)] [KD 5.447 (5.812)] +2024-10-12 16:02:31,181 - Train: 33.11% [414200/1251000] [331.1/1000.0] [batch_t 0.159 (0.152)] [data_t 0.007] [optim_t 0.152] [lr 0.002267] [CE 5.354 (4.857)] [KD 6.007 (5.991)] +2024-10-12 16:02:38,732 - Train: 33.11% [414250/1251000] [331.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002266] [CE 4.823 (4.722)] [KD 5.914 (5.921)] +2024-10-12 16:02:46,299 - Train: 33.12% [414300/1251000] [331.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002266] [CE 5.048 (4.754)] [KD 5.973 (5.891)] +2024-10-12 16:02:53,891 - Train: 33.12% [414350/1251000] [331.2/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.002266] [CE 5.114 (4.723)] [KD 6.065 (5.866)] +2024-10-12 16:03:01,721 - Train: 33.13% [414400/1251000] [331.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.002266] [CE 4.659 (4.702)] [KD 6.064 (5.885)] +2024-10-12 16:03:09,269 - Train: 33.13% [414450/1251000] [331.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.006] [optim_t 0.147] [lr 0.002266] [CE 4.679 (4.795)] [KD 5.724 (5.995)] +2024-10-12 16:03:16,763 - Train: 33.13% [414500/1251000] [331.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002266] [CE 4.348 (4.750)] [KD 5.661 (5.883)] +2024-10-12 16:03:24,488 - Train: 33.14% [414550/1251000] [331.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.002265] [CE 4.947 (4.744)] [KD 5.943 (5.938)] +2024-10-12 16:03:32,244 - Train: 33.14% [414600/1251000] [331.4/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.002265] [CE 4.695 (4.723)] [KD 6.158 (5.925)] +2024-10-12 16:03:39,870 - Train: 33.15% [414650/1251000] [331.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002265] [CE 4.399 (4.710)] [KD 5.680 (5.865)] +2024-10-12 16:03:47,318 - Train: 33.15% [414700/1251000] [331.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002265] [CE 4.649 (4.793)] [KD 5.853 (5.881)] +2024-10-12 16:03:54,918 - Train: 33.15% [414750/1251000] [331.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.002265] [CE 4.310 (4.759)] [KD 5.838 (5.931)] +2024-10-12 16:04:02,651 - Train: 33.16% [414800/1251000] [331.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.002265] [CE 4.614 (4.749)] [KD 5.847 (5.931)] +2024-10-12 16:04:10,290 - Train: 33.16% [414850/1251000] [331.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002264] [CE 5.095 (4.759)] [KD 6.333 (5.848)] +2024-10-12 16:04:17,928 - Train: 33.17% [414900/1251000] [331.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002264] [CE 4.629 (4.813)] [KD 5.663 (5.916)] +2024-10-12 16:04:25,595 - Train: 33.17% [414950/1251000] [331.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002264] [CE 5.048 (4.818)] [KD 5.887 (5.906)] +2024-10-12 16:04:33,290 - Train: 33.17% [415000/1251000] [331.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.002264] [CE 4.318 (4.700)] [KD 6.260 (5.954)] +2024-10-12 16:04:40,901 - Train: 33.18% [415050/1251000] [331.8/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.002264] [CE 4.643 (4.792)] [KD 5.774 (5.923)] +2024-10-12 16:04:48,683 - Train: 33.18% [415100/1251000] [331.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.002264] [CE 4.905 (4.777)] [KD 6.247 (5.954)] +2024-10-12 16:04:56,259 - Train: 33.19% [415150/1251000] [331.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002263] [CE 4.817 (4.729)] [KD 6.080 (5.868)] +2024-10-12 16:05:03,935 - Train: 33.19% [415200/1251000] [331.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002263] [CE 4.779 (4.786)] [KD 5.712 (5.945)] +2024-10-12 16:05:11,691 - Train: 33.19% [415250/1251000] [331.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002263] [CE 4.818 (4.789)] [KD 5.758 (5.948)] +2024-10-12 16:05:19,312 - Train: 33.20% [415300/1251000] [332.0/1000.0] [batch_t 0.156 (0.152)] [data_t 0.008] [optim_t 0.148] [lr 0.002263] [CE 4.408 (4.739)] [KD 5.716 (5.977)] +2024-10-12 16:05:29,782 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 30941] [top5_cnt 42260] [top_all 50000] +2024-10-12 16:05:29,782 - net: 61.882 (84.520) +2024-10-12 16:05:35,574 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34752] [top5_cnt 44589] [top_all 50000] +2024-10-12 16:05:35,575 - net_E: 69.504 (89.178) +2024-10-12 16:05:35,729 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 16:05:35,729 - ==> Total time: 18:18:26 Eta: 1 day, 12:50:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 16:05:40,876 - Train: 33.20% [415350/1251000] [332.0/1000.0] [batch_t 0.152 (0.180)] [data_t 0.005] [optim_t 0.146] [lr 0.002263] [CE 4.478 (4.775)] [KD 5.516 (5.909)] +2024-10-12 16:05:48,608 - Train: 33.21% [415400/1251000] [332.1/1000.0] [batch_t 0.157 (0.155)] [data_t 0.005] [optim_t 0.152] [lr 0.002263] [CE 3.932 (4.748)] [KD 5.115 (5.873)] +2024-10-12 16:05:56,165 - Train: 33.21% [415450/1251000] [332.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002263] [CE 4.695 (4.790)] [KD 5.602 (5.865)] +2024-10-12 16:06:03,827 - Train: 33.21% [415500/1251000] [332.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002262] [CE 4.566 (4.779)] [KD 5.729 (5.905)] +2024-10-12 16:06:11,434 - Train: 33.22% [415550/1251000] [332.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002262] [CE 4.717 (4.710)] [KD 6.204 (5.931)] +2024-10-12 16:06:18,874 - Train: 33.22% [415600/1251000] [332.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002262] [CE 4.507 (4.741)] [KD 5.653 (5.933)] +2024-10-12 16:06:26,559 - Train: 33.23% [415650/1251000] [332.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.002262] [CE 4.965 (4.770)] [KD 5.897 (5.906)] +2024-10-12 16:06:34,135 - Train: 33.23% [415700/1251000] [332.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002262] [CE 5.022 (4.717)] [KD 5.773 (5.899)] +2024-10-12 16:06:41,689 - Train: 33.23% [415750/1251000] [332.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002262] [CE 4.721 (4.733)] [KD 5.944 (5.975)] +2024-10-12 16:06:49,249 - Train: 33.24% [415800/1251000] [332.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002261] [CE 5.033 (4.762)] [KD 6.481 (5.992)] +2024-10-12 16:06:56,926 - Train: 33.24% [415850/1251000] [332.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002261] [CE 5.073 (4.783)] [KD 5.876 (5.981)] +2024-10-12 16:07:04,393 - Train: 33.25% [415900/1251000] [332.5/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002261] [CE 4.643 (4.767)] [KD 5.817 (5.930)] +2024-10-12 16:07:12,187 - Train: 33.25% [415950/1251000] [332.5/1000.0] [batch_t 0.146 (0.156)] [data_t 0.006] [optim_t 0.141] [lr 0.002261] [CE 4.899 (4.786)] [KD 6.015 (5.943)] +2024-10-12 16:07:19,622 - Train: 33.25% [416000/1251000] [332.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.002261] [CE 4.479 (4.753)] [KD 5.912 (5.856)] +2024-10-12 16:07:27,260 - Train: 33.26% [416050/1251000] [332.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002261] [CE 4.798 (4.825)] [KD 5.932 (5.949)] +2024-10-12 16:07:34,838 - Train: 33.26% [416100/1251000] [332.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002260] [CE 5.193 (4.833)] [KD 6.027 (6.001)] +2024-10-12 16:07:42,360 - Train: 33.27% [416150/1251000] [332.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002260] [CE 4.723 (4.753)] [KD 5.887 (5.936)] +2024-10-12 16:07:50,100 - Train: 33.27% [416200/1251000] [332.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.002260] [CE 4.596 (4.746)] [KD 5.914 (5.929)] +2024-10-12 16:07:57,529 - Train: 33.27% [416250/1251000] [332.7/1000.0] [batch_t 0.151 (0.148)] [data_t 0.003] [optim_t 0.148] [lr 0.002260] [CE 4.631 (4.695)] [KD 5.706 (5.879)] +2024-10-12 16:08:05,165 - Train: 33.28% [416300/1251000] [332.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002260] [CE 4.926 (4.862)] [KD 6.108 (5.920)] +2024-10-12 16:08:12,824 - Train: 33.28% [416350/1251000] [332.8/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.002260] [CE 4.622 (4.793)] [KD 5.681 (5.983)] +2024-10-12 16:08:20,357 - Train: 33.29% [416400/1251000] [332.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002259] [CE 4.878 (4.789)] [KD 6.182 (5.945)] +2024-10-12 16:08:27,757 - Train: 33.29% [416450/1251000] [332.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002259] [CE 4.677 (4.786)] [KD 6.070 (5.902)] +2024-10-12 16:08:35,361 - Train: 33.29% [416500/1251000] [332.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002259] [CE 4.851 (4.752)] [KD 5.862 (5.926)] +2024-10-12 16:08:42,814 - Train: 33.30% [416550/1251000] [333.0/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002259] [CE 4.493 (4.768)] [KD 5.679 (5.853)] +2024-10-12 16:08:53,392 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 31313] [top5_cnt 42465] [top_all 50000] +2024-10-12 16:08:53,392 - net: 62.626 (84.930) +2024-10-12 16:08:59,125 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 34689] [top5_cnt 44606] [top_all 50000] +2024-10-12 16:08:59,125 - net_E: 69.378 (89.212) +2024-10-12 16:08:59,264 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 16:08:59,264 - ==> Total time: 18:21:50 Eta: 1 day, 12:46:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 16:09:03,957 - Train: 33.30% [416600/1251000] [333.0/1000.0] [batch_t 0.145 (0.188)] [data_t 0.005] [optim_t 0.141] [lr 0.002259] [CE 4.699 (4.877)] [KD 5.683 (5.842)] +2024-10-12 16:09:11,553 - Train: 33.31% [416650/1251000] [333.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002259] [CE 4.961 (4.758)] [KD 5.880 (5.777)] +2024-10-12 16:09:19,150 - Train: 33.31% [416700/1251000] [333.1/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.002258] [CE 5.300 (4.787)] [KD 6.202 (5.843)] +2024-10-12 16:09:26,756 - Train: 33.31% [416750/1251000] [333.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002258] [CE 4.501 (4.817)] [KD 5.398 (5.854)] +2024-10-12 16:09:34,458 - Train: 33.32% [416800/1251000] [333.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002258] [CE 5.120 (4.760)] [KD 6.117 (5.914)] +2024-10-12 16:09:41,855 - Train: 33.32% [416850/1251000] [333.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002258] [CE 4.660 (4.724)] [KD 6.060 (5.898)] +2024-10-12 16:09:49,426 - Train: 33.33% [416900/1251000] [333.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002258] [CE 4.592 (4.758)] [KD 5.868 (5.901)] +2024-10-12 16:09:56,900 - Train: 33.33% [416950/1251000] [333.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002258] [CE 5.112 (4.806)] [KD 5.909 (5.879)] +2024-10-12 16:10:04,555 - Train: 33.33% [417000/1251000] [333.3/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.002258] [CE 4.389 (4.788)] [KD 5.554 (5.848)] +2024-10-12 16:10:12,246 - Train: 33.34% [417050/1251000] [333.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002257] [CE 4.655 (4.801)] [KD 5.685 (5.954)] +2024-10-12 16:10:19,831 - Train: 33.34% [417100/1251000] [333.4/1000.0] [batch_t 0.257 (0.152)] [data_t 0.003] [optim_t 0.253] [lr 0.002257] [CE 4.998 (4.727)] [KD 6.105 (5.879)] +2024-10-12 16:10:27,535 - Train: 33.35% [417150/1251000] [333.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002257] [CE 4.699 (4.682)] [KD 5.701 (5.835)] +2024-10-12 16:10:34,958 - Train: 33.35% [417200/1251000] [333.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002257] [CE 4.275 (4.669)] [KD 5.735 (5.811)] +2024-10-12 16:10:42,589 - Train: 33.35% [417250/1251000] [333.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002257] [CE 4.708 (4.782)] [KD 5.493 (5.951)] +2024-10-12 16:10:50,116 - Train: 33.36% [417300/1251000] [333.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.008] [optim_t 0.141] [lr 0.002257] [CE 4.612 (4.812)] [KD 5.921 (5.903)] +2024-10-12 16:10:57,710 - Train: 33.36% [417350/1251000] [333.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.002256] [CE 4.949 (4.843)] [KD 6.358 (5.939)] +2024-10-12 16:11:05,371 - Train: 33.37% [417400/1251000] [333.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.002256] [CE 4.635 (4.732)] [KD 5.599 (5.911)] +2024-10-12 16:11:13,050 - Train: 33.37% [417450/1251000] [333.7/1000.0] [batch_t 0.142 (0.153)] [data_t 0.003] [optim_t 0.139] [lr 0.002256] [CE 5.046 (4.760)] [KD 6.335 (5.972)] +2024-10-12 16:11:20,596 - Train: 33.37% [417500/1251000] [333.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002256] [CE 4.459 (4.727)] [KD 5.686 (5.906)] +2024-10-12 16:11:28,081 - Train: 33.38% [417550/1251000] [333.8/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.002256] [CE 4.819 (4.717)] [KD 5.703 (5.804)] +2024-10-12 16:11:35,764 - Train: 33.38% [417600/1251000] [333.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.002256] [CE 4.891 (4.772)] [KD 5.785 (5.942)] +2024-10-12 16:11:43,361 - Train: 33.39% [417650/1251000] [333.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002255] [CE 4.734 (4.810)] [KD 6.047 (5.966)] +2024-10-12 16:11:51,018 - Train: 33.39% [417700/1251000] [333.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002255] [CE 4.746 (4.741)] [KD 5.797 (5.993)] +2024-10-12 16:11:58,435 - Train: 33.39% [417750/1251000] [333.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002255] [CE 4.920 (4.840)] [KD 6.086 (6.027)] +2024-10-12 16:12:06,062 - Train: 33.40% [417800/1251000] [334.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002255] [CE 4.840 (4.856)] [KD 6.210 (6.022)] +2024-10-12 16:12:16,804 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 29563] [top5_cnt 41218] [top_all 50000] +2024-10-12 16:12:16,805 - net: 59.126 (82.436) +2024-10-12 16:12:22,790 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34743] [top5_cnt 44563] [top_all 50000] +2024-10-12 16:12:22,790 - net_E: 69.486 (89.126) +2024-10-12 16:12:22,896 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 16:12:22,896 - ==> Total time: 18:25:13 Eta: 1 day, 12:43:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 16:12:27,234 - Train: 33.40% [417850/1251000] [334.0/1000.0] [batch_t 0.148 (0.181)] [data_t 0.008] [optim_t 0.141] [lr 0.002255] [CE 4.700 (4.775)] [KD 5.958 (5.918)] +2024-10-12 16:12:34,969 - Train: 33.41% [417900/1251000] [334.1/1000.0] [batch_t 0.145 (0.155)] [data_t 0.003] [optim_t 0.142] [lr 0.002255] [CE 5.335 (4.791)] [KD 6.330 (5.859)] +2024-10-12 16:12:42,527 - Train: 33.41% [417950/1251000] [334.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002254] [CE 5.211 (4.759)] [KD 6.280 (5.898)] +2024-10-12 16:12:50,075 - Train: 33.41% [418000/1251000] [334.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002254] [CE 4.944 (4.726)] [KD 6.149 (5.814)] +2024-10-12 16:12:57,801 - Train: 33.42% [418050/1251000] [334.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.002254] [CE 4.183 (4.746)] [KD 5.713 (5.884)] +2024-10-12 16:13:05,242 - Train: 33.42% [418100/1251000] [334.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.002254] [CE 4.676 (4.736)] [KD 5.817 (5.868)] +2024-10-12 16:13:12,861 - Train: 33.43% [418150/1251000] [334.3/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.002254] [CE 4.999 (4.779)] [KD 5.955 (5.975)] +2024-10-12 16:13:20,448 - Train: 33.43% [418200/1251000] [334.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.146] [lr 0.002254] [CE 4.921 (4.825)] [KD 5.847 (5.999)] +2024-10-12 16:13:28,100 - Train: 33.43% [418250/1251000] [334.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.006] [optim_t 0.147] [lr 0.002253] [CE 4.818 (4.759)] [KD 6.109 (5.883)] +2024-10-12 16:13:35,501 - Train: 33.44% [418300/1251000] [334.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002253] [CE 4.927 (4.802)] [KD 5.865 (5.892)] +2024-10-12 16:13:43,198 - Train: 33.44% [418350/1251000] [334.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002253] [CE 4.537 (4.766)] [KD 5.792 (6.039)] +2024-10-12 16:13:50,634 - Train: 33.45% [418400/1251000] [334.5/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.002253] [CE 5.179 (4.767)] [KD 5.967 (5.918)] +2024-10-12 16:13:58,449 - Train: 33.45% [418450/1251000] [334.5/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.002253] [CE 4.895 (4.787)] [KD 6.101 (6.003)] +2024-10-12 16:14:05,919 - Train: 33.45% [418500/1251000] [334.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002253] [CE 4.657 (4.722)] [KD 5.861 (5.904)] +2024-10-12 16:14:13,540 - Train: 33.46% [418550/1251000] [334.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002252] [CE 4.621 (4.689)] [KD 6.166 (5.894)] +2024-10-12 16:14:21,069 - Train: 33.46% [418600/1251000] [334.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002252] [CE 4.866 (4.754)] [KD 6.138 (5.918)] +2024-10-12 16:14:28,492 - Train: 33.47% [418650/1251000] [334.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002252] [CE 4.427 (4.673)] [KD 5.674 (5.841)] +2024-10-12 16:14:35,867 - Train: 33.47% [418700/1251000] [334.7/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.002252] [CE 4.891 (4.777)] [KD 5.786 (5.845)] +2024-10-12 16:14:43,597 - Train: 33.47% [418750/1251000] [334.7/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.002252] [CE 4.769 (4.729)] [KD 6.006 (5.978)] +2024-10-12 16:14:51,232 - Train: 33.48% [418800/1251000] [334.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.002252] [CE 4.414 (4.770)] [KD 6.014 (5.995)] +2024-10-12 16:14:58,710 - Train: 33.48% [418850/1251000] [334.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002252] [CE 4.643 (4.786)] [KD 5.608 (5.972)] +2024-10-12 16:15:06,276 - Train: 33.49% [418900/1251000] [334.9/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.002251] [CE 4.696 (4.718)] [KD 5.844 (5.909)] +2024-10-12 16:15:13,732 - Train: 33.49% [418950/1251000] [334.9/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.139] [lr 0.002251] [CE 5.113 (4.765)] [KD 5.932 (5.888)] +2024-10-12 16:15:21,255 - Train: 33.49% [419000/1251000] [334.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002251] [CE 4.670 (4.757)] [KD 5.977 (5.960)] +2024-10-12 16:15:28,912 - Train: 33.50% [419050/1251000] [335.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.002251] [CE 4.798 (4.780)] [KD 5.716 (5.908)] +2024-10-12 16:15:39,935 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 29538] [top5_cnt 41190] [top_all 50000] +2024-10-12 16:15:39,935 - net: 59.076 (82.380) +2024-10-12 16:15:45,742 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34712] [top5_cnt 44584] [top_all 50000] +2024-10-12 16:15:45,742 - net_E: 69.424 (89.168) +2024-10-12 16:15:45,877 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 16:15:45,877 - ==> Total time: 18:28:36 Eta: 1 day, 12:40:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 16:15:50,391 - Train: 33.50% [419100/1251000] [335.0/1000.0] [batch_t 0.144 (0.192)] [data_t 0.004] [optim_t 0.140] [lr 0.002251] [CE 5.180 (4.896)] [KD 6.259 (6.005)] +2024-10-12 16:15:57,800 - Train: 33.51% [419150/1251000] [335.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002251] [CE 5.167 (4.688)] [KD 6.056 (5.780)] +2024-10-12 16:16:05,531 - Train: 33.51% [419200/1251000] [335.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.002250] [CE 4.590 (4.700)] [KD 5.991 (5.900)] +2024-10-12 16:16:12,989 - Train: 33.51% [419250/1251000] [335.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002250] [CE 5.095 (4.729)] [KD 5.920 (5.831)] +2024-10-12 16:16:20,922 - Train: 33.52% [419300/1251000] [335.2/1000.0] [batch_t 0.157 (0.159)] [data_t 0.005] [optim_t 0.152] [lr 0.002250] [CE 4.749 (4.820)] [KD 5.989 (5.915)] +2024-10-12 16:16:28,499 - Train: 33.52% [419350/1251000] [335.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002250] [CE 4.618 (4.791)] [KD 5.509 (5.864)] +2024-10-12 16:16:35,975 - Train: 33.53% [419400/1251000] [335.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002250] [CE 4.521 (4.774)] [KD 6.150 (5.991)] +2024-10-12 16:16:43,747 - Train: 33.53% [419450/1251000] [335.3/1000.0] [batch_t 0.155 (0.155)] [data_t 0.007] [optim_t 0.148] [lr 0.002250] [CE 4.479 (4.769)] [KD 5.651 (5.931)] +2024-10-12 16:16:51,265 - Train: 33.53% [419500/1251000] [335.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002249] [CE 4.805 (4.803)] [KD 6.176 (5.966)] +2024-10-12 16:16:58,947 - Train: 33.54% [419550/1251000] [335.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002249] [CE 5.398 (4.741)] [KD 6.636 (5.957)] +2024-10-12 16:17:06,946 - Train: 33.54% [419600/1251000] [335.4/1000.0] [batch_t 0.146 (0.160)] [data_t 0.005] [optim_t 0.142] [lr 0.002249] [CE 5.026 (4.807)] [KD 5.960 (5.979)] +2024-10-12 16:17:14,531 - Train: 33.55% [419650/1251000] [335.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002249] [CE 4.392 (4.772)] [KD 5.653 (5.837)] +2024-10-12 16:17:22,101 - Train: 33.55% [419700/1251000] [335.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002249] [CE 4.941 (4.731)] [KD 5.865 (5.971)] +2024-10-12 16:17:29,562 - Train: 33.55% [419750/1251000] [335.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002249] [CE 4.620 (4.687)] [KD 5.791 (5.933)] +2024-10-12 16:17:36,975 - Train: 33.56% [419800/1251000] [335.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002248] [CE 5.074 (4.703)] [KD 6.016 (5.868)] +2024-10-12 16:17:44,503 - Train: 33.56% [419850/1251000] [335.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002248] [CE 4.760 (4.801)] [KD 5.750 (5.975)] +2024-10-12 16:17:52,141 - Train: 33.57% [419900/1251000] [335.7/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.002248] [CE 4.474 (4.821)] [KD 5.817 (5.922)] +2024-10-12 16:17:59,814 - Train: 33.57% [419950/1251000] [335.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002248] [CE 5.017 (4.668)] [KD 6.345 (5.844)] +2024-10-12 16:18:07,346 - Train: 33.57% [420000/1251000] [335.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.007] [optim_t 0.141] [lr 0.002248] [CE 4.393 (4.739)] [KD 6.056 (5.888)] +2024-10-12 16:18:15,028 - Train: 33.58% [420050/1251000] [335.8/1000.0] [batch_t 0.143 (0.154)] [data_t 0.004] [optim_t 0.139] [lr 0.002248] [CE 5.495 (4.838)] [KD 6.301 (6.020)] +2024-10-12 16:18:22,444 - Train: 33.58% [420100/1251000] [335.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002247] [CE 4.255 (4.800)] [KD 5.920 (5.851)] +2024-10-12 16:18:30,140 - Train: 33.59% [420150/1251000] [335.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002247] [CE 4.311 (4.835)] [KD 5.616 (6.003)] +2024-10-12 16:18:37,671 - Train: 33.59% [420200/1251000] [335.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002247] [CE 4.753 (4.751)] [KD 6.155 (5.906)] +2024-10-12 16:18:45,116 - Train: 33.59% [420250/1251000] [335.9/1000.0] [batch_t 0.158 (0.149)] [data_t 0.003] [optim_t 0.155] [lr 0.002247] [CE 5.132 (4.767)] [KD 6.133 (5.960)] +2024-10-12 16:18:52,684 - Train: 33.60% [420300/1251000] [336.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002247] [CE 4.608 (4.769)] [KD 6.065 (5.921)] +2024-10-12 16:19:03,502 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 30208] [top5_cnt 41579] [top_all 50000] +2024-10-12 16:19:03,503 - net: 60.416 (83.158) +2024-10-12 16:19:09,250 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 34781] [top5_cnt 44552] [top_all 50000] +2024-10-12 16:19:09,250 - net_E: 69.562 (89.104) +2024-10-12 16:19:09,385 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 16:19:09,385 - ==> Total time: 18:32:00 Eta: 1 day, 12:37:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 16:19:13,488 - Train: 33.60% [420350/1251000] [336.0/1000.0] [batch_t 0.144 (0.179)] [data_t 0.005] [optim_t 0.139] [lr 0.002247] [CE 4.706 (4.779)] [KD 5.897 (5.801)] +2024-10-12 16:19:21,254 - Train: 33.61% [420400/1251000] [336.1/1000.0] [batch_t 0.143 (0.155)] [data_t 0.003] [optim_t 0.140] [lr 0.002246] [CE 4.460 (4.725)] [KD 5.447 (5.845)] +2024-10-12 16:19:29,072 - Train: 33.61% [420450/1251000] [336.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.002246] [CE 5.074 (4.747)] [KD 6.173 (5.859)] +2024-10-12 16:19:36,649 - Train: 33.61% [420500/1251000] [336.1/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002246] [CE 4.656 (4.796)] [KD 5.800 (5.843)] +2024-10-12 16:19:44,056 - Train: 33.62% [420550/1251000] [336.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002246] [CE 4.055 (4.768)] [KD 5.670 (5.861)] +2024-10-12 16:19:51,500 - Train: 33.62% [420600/1251000] [336.2/1000.0] [batch_t 0.158 (0.149)] [data_t 0.002] [optim_t 0.156] [lr 0.002246] [CE 4.514 (4.681)] [KD 6.018 (5.842)] +2024-10-12 16:19:58,984 - Train: 33.63% [420650/1251000] [336.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002246] [CE 4.603 (4.813)] [KD 5.777 (5.901)] +2024-10-12 16:20:06,702 - Train: 33.63% [420700/1251000] [336.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002246] [CE 4.756 (4.840)] [KD 6.069 (5.933)] +2024-10-12 16:20:14,286 - Train: 33.63% [420750/1251000] [336.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002245] [CE 4.778 (4.753)] [KD 5.902 (5.902)] +2024-10-12 16:20:22,095 - Train: 33.64% [420800/1251000] [336.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.006] [optim_t 0.143] [lr 0.002245] [CE 5.071 (4.742)] [KD 6.237 (5.891)] +2024-10-12 16:20:29,844 - Train: 33.64% [420850/1251000] [336.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.002245] [CE 4.308 (4.686)] [KD 5.776 (5.912)] +2024-10-12 16:20:37,316 - Train: 33.65% [420900/1251000] [336.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.002245] [CE 4.903 (4.793)] [KD 5.881 (5.923)] +2024-10-12 16:20:44,796 - Train: 33.65% [420950/1251000] [336.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002245] [CE 4.787 (4.693)] [KD 6.166 (5.854)] +2024-10-12 16:20:52,383 - Train: 33.65% [421000/1251000] [336.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.002245] [CE 4.430 (4.759)] [KD 5.562 (5.878)] +2024-10-12 16:21:00,060 - Train: 33.66% [421050/1251000] [336.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002244] [CE 4.529 (4.723)] [KD 5.739 (5.896)] +2024-10-12 16:21:07,555 - Train: 33.66% [421100/1251000] [336.6/1000.0] [batch_t 0.155 (0.150)] [data_t 0.005] [optim_t 0.150] [lr 0.002244] [CE 4.645 (4.762)] [KD 5.725 (5.933)] +2024-10-12 16:21:15,123 - Train: 33.67% [421150/1251000] [336.7/1000.0] [batch_t 0.143 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.002244] [CE 4.479 (4.666)] [KD 5.948 (5.841)] +2024-10-12 16:21:22,545 - Train: 33.67% [421200/1251000] [336.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002244] [CE 4.383 (4.795)] [KD 5.752 (5.912)] +2024-10-12 16:21:30,512 - Train: 33.67% [421250/1251000] [336.7/1000.0] [batch_t 0.252 (0.159)] [data_t 0.006] [optim_t 0.247] [lr 0.002244] [CE 5.116 (4.778)] [KD 6.283 (5.905)] +2024-10-12 16:21:38,189 - Train: 33.68% [421300/1251000] [336.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.002244] [CE 5.013 (4.813)] [KD 5.904 (5.912)] +2024-10-12 16:21:45,690 - Train: 33.68% [421350/1251000] [336.8/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.002243] [CE 5.074 (4.754)] [KD 6.205 (5.873)] +2024-10-12 16:21:53,113 - Train: 33.69% [421400/1251000] [336.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002243] [CE 4.961 (4.695)] [KD 6.018 (5.904)] +2024-10-12 16:22:00,582 - Train: 33.69% [421450/1251000] [336.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002243] [CE 5.087 (4.767)] [KD 5.785 (5.896)] +2024-10-12 16:22:08,089 - Train: 33.69% [421500/1251000] [336.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002243] [CE 5.126 (4.761)] [KD 5.754 (5.823)] +2024-10-12 16:22:15,755 - Train: 33.70% [421550/1251000] [337.0/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.002243] [CE 4.409 (4.817)] [KD 5.801 (5.950)] +2024-10-12 16:22:26,938 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 30832] [top5_cnt 42180] [top_all 50000] +2024-10-12 16:22:26,938 - net: 61.664 (84.360) +2024-10-12 16:22:32,704 - Test (net_E): 100.00% [50/50] [batch_t 0.056 (0.104)] [top1_cnt 34813] [top5_cnt 44581] [top_all 50000] +2024-10-12 16:22:32,704 - net_E: 69.626 (89.162) +2024-10-12 16:22:32,841 - Max [top1: 62.948 (epoch: 301)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 16:22:32,841 - ==> Total time: 18:35:23 Eta: 1 day, 12:34:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 16:22:37,005 - Train: 33.70% [421600/1251000] [337.0/1000.0] [batch_t 0.145 (0.180)] [data_t 0.004] [optim_t 0.141] [lr 0.002243] [CE 5.040 (4.836)] [KD 6.212 (5.899)] +2024-10-12 16:22:45,159 - Train: 33.71% [421650/1251000] [337.1/1000.0] [batch_t 0.149 (0.163)] [data_t 0.004] [optim_t 0.144] [lr 0.002242] [CE 4.737 (4.734)] [KD 5.821 (5.752)] +2024-10-12 16:22:52,651 - Train: 33.71% [421700/1251000] [337.1/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.002242] [CE 4.855 (4.793)] [KD 5.874 (5.883)] +2024-10-12 16:23:00,127 - Train: 33.71% [421750/1251000] [337.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.002242] [CE 4.719 (4.744)] [KD 6.081 (5.801)] +2024-10-12 16:23:07,631 - Train: 33.72% [421800/1251000] [337.2/1000.0] [batch_t 0.161 (0.150)] [data_t 0.005] [optim_t 0.157] [lr 0.002242] [CE 4.240 (4.732)] [KD 5.750 (5.782)] +2024-10-12 16:23:15,058 - Train: 33.72% [421850/1251000] [337.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002242] [CE 5.206 (4.718)] [KD 5.911 (5.782)] +2024-10-12 16:23:22,513 - Train: 33.73% [421900/1251000] [337.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002242] [CE 4.521 (4.844)] [KD 5.279 (5.925)] +2024-10-12 16:23:30,548 - Train: 33.73% [421950/1251000] [337.3/1000.0] [batch_t 0.305 (0.161)] [data_t 0.005] [optim_t 0.300] [lr 0.002241] [CE 4.765 (4.734)] [KD 6.085 (5.887)] +2024-10-12 16:23:37,995 - Train: 33.73% [422000/1251000] [337.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002241] [CE 4.526 (4.802)] [KD 6.078 (5.982)] +2024-10-12 16:23:45,791 - Train: 33.74% [422050/1251000] [337.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.002241] [CE 4.542 (4.746)] [KD 5.578 (5.885)] +2024-10-12 16:23:53,362 - Train: 33.74% [422100/1251000] [337.4/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.002241] [CE 3.874 (4.760)] [KD 5.285 (5.901)] +2024-10-12 16:24:00,818 - Train: 33.75% [422150/1251000] [337.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002241] [CE 4.827 (4.748)] [KD 6.126 (5.838)] +2024-10-12 16:24:08,438 - Train: 33.75% [422200/1251000] [337.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002241] [CE 5.578 (4.785)] [KD 6.190 (5.967)] +2024-10-12 16:24:16,078 - Train: 33.75% [422250/1251000] [337.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.002240] [CE 4.594 (4.798)] [KD 5.769 (5.938)] +2024-10-12 16:24:23,704 - Train: 33.76% [422300/1251000] [337.6/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.002240] [CE 4.877 (4.770)] [KD 6.114 (5.951)] +2024-10-12 16:24:31,391 - Train: 33.76% [422350/1251000] [337.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.002240] [CE 4.693 (4.794)] [KD 6.278 (5.985)] +2024-10-12 16:24:39,183 - Train: 33.76% [422400/1251000] [337.6/1000.0] [batch_t 0.156 (0.156)] [data_t 0.005] [optim_t 0.151] [lr 0.002240] [CE 4.709 (4.813)] [KD 5.659 (5.959)] +2024-10-12 16:24:46,785 - Train: 33.77% [422450/1251000] [337.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002240] [CE 4.805 (4.783)] [KD 5.917 (5.922)] +2024-10-12 16:24:54,683 - Train: 33.77% [422500/1251000] [337.7/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.002240] [CE 5.114 (4.740)] [KD 6.446 (5.893)] +2024-10-12 16:25:02,109 - Train: 33.78% [422550/1251000] [337.8/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.002240] [CE 4.460 (4.751)] [KD 5.973 (5.870)] +2024-10-12 16:25:09,531 - Train: 33.78% [422600/1251000] [337.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002239] [CE 4.753 (4.773)] [KD 5.825 (5.934)] +2024-10-12 16:25:16,988 - Train: 33.78% [422650/1251000] [337.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002239] [CE 5.159 (4.811)] [KD 5.895 (5.985)] +2024-10-12 16:25:24,704 - Train: 33.79% [422700/1251000] [337.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.007] [optim_t 0.143] [lr 0.002239] [CE 4.279 (4.714)] [KD 5.756 (5.867)] +2024-10-12 16:25:32,167 - Train: 33.79% [422750/1251000] [337.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002239] [CE 4.849 (4.735)] [KD 5.848 (5.893)] +2024-10-12 16:25:39,907 - Train: 33.80% [422800/1251000] [338.0/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.002239] [CE 4.888 (4.870)] [KD 6.115 (5.978)] +2024-10-12 16:25:50,957 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 31723] [top5_cnt 42798] [top_all 50000] +2024-10-12 16:25:50,957 - net: 63.446 (85.596) +2024-10-12 16:25:56,681 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 34799] [top5_cnt 44614] [top_all 50000] +2024-10-12 16:25:56,682 - net_E: 69.598 (89.228) +2024-10-12 16:25:56,817 - Max [top1: 63.446 (epoch: 338)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 16:25:56,817 - ==> Total time: 18:38:47 Eta: 1 day, 12:31:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 16:26:02,187 - Train: 33.80% [422850/1251000] [338.0/1000.0] [batch_t 0.148 (0.199)] [data_t 0.005] [optim_t 0.143] [lr 0.002239] [CE 4.663 (4.700)] [KD 5.450 (5.720)] +2024-10-12 16:26:09,769 - Train: 33.80% [422900/1251000] [338.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002238] [CE 4.745 (4.781)] [KD 5.857 (5.926)] +2024-10-12 16:26:17,227 - Train: 33.81% [422950/1251000] [338.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002238] [CE 5.014 (4.759)] [KD 6.069 (5.938)] +2024-10-12 16:26:24,761 - Train: 33.81% [423000/1251000] [338.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002238] [CE 4.528 (4.783)] [KD 5.760 (5.932)] +2024-10-12 16:26:32,493 - Train: 33.82% [423050/1251000] [338.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.002238] [CE 4.809 (4.759)] [KD 5.941 (5.825)] +2024-10-12 16:26:40,184 - Train: 33.82% [423100/1251000] [338.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.006] [optim_t 0.147] [lr 0.002238] [CE 5.133 (4.796)] [KD 5.857 (5.919)] +2024-10-12 16:26:47,995 - Train: 33.82% [423150/1251000] [338.2/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.002238] [CE 4.774 (4.746)] [KD 5.831 (5.980)] +2024-10-12 16:26:55,641 - Train: 33.83% [423200/1251000] [338.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.006] [optim_t 0.147] [lr 0.002237] [CE 4.884 (4.773)] [KD 6.023 (5.930)] +2024-10-12 16:27:03,253 - Train: 33.83% [423250/1251000] [338.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002237] [CE 4.409 (4.741)] [KD 5.873 (5.922)] +2024-10-12 16:27:10,747 - Train: 33.84% [423300/1251000] [338.4/1000.0] [batch_t 0.158 (0.150)] [data_t 0.005] [optim_t 0.153] [lr 0.002237] [CE 5.035 (4.764)] [KD 5.753 (5.877)] +2024-10-12 16:27:18,455 - Train: 33.84% [423350/1251000] [338.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.002237] [CE 4.947 (4.765)] [KD 6.000 (5.870)] +2024-10-12 16:27:25,930 - Train: 33.84% [423400/1251000] [338.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002237] [CE 4.518 (4.706)] [KD 5.572 (5.825)] +2024-10-12 16:27:33,801 - Train: 33.85% [423450/1251000] [338.5/1000.0] [batch_t 0.155 (0.157)] [data_t 0.005] [optim_t 0.150] [lr 0.002237] [CE 4.586 (4.716)] [KD 5.470 (5.818)] +2024-10-12 16:27:41,400 - Train: 33.85% [423500/1251000] [338.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002236] [CE 4.722 (4.750)] [KD 5.722 (5.784)] +2024-10-12 16:27:49,125 - Train: 33.86% [423550/1251000] [338.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.007] [optim_t 0.141] [lr 0.002236] [CE 4.528 (4.733)] [KD 5.881 (5.912)] +2024-10-12 16:27:56,626 - Train: 33.86% [423600/1251000] [338.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002236] [CE 4.902 (4.812)] [KD 5.715 (6.014)] +2024-10-12 16:28:04,306 - Train: 33.86% [423650/1251000] [338.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.006] [optim_t 0.146] [lr 0.002236] [CE 5.148 (4.728)] [KD 6.332 (5.908)] +2024-10-12 16:28:11,898 - Train: 33.87% [423700/1251000] [338.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002236] [CE 4.620 (4.803)] [KD 6.029 (5.999)] +2024-10-12 16:28:19,605 - Train: 33.87% [423750/1251000] [338.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.002236] [CE 4.614 (4.761)] [KD 5.925 (5.899)] +2024-10-12 16:28:27,056 - Train: 33.88% [423800/1251000] [338.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002235] [CE 4.990 (4.756)] [KD 6.126 (5.939)] +2024-10-12 16:28:34,488 - Train: 33.88% [423850/1251000] [338.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.002235] [CE 4.593 (4.772)] [KD 6.133 (5.888)] +2024-10-12 16:28:42,194 - Train: 33.88% [423900/1251000] [338.8/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.139] [lr 0.002235] [CE 4.614 (4.772)] [KD 5.911 (5.912)] +2024-10-12 16:28:50,014 - Train: 33.89% [423950/1251000] [338.9/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.002235] [CE 4.605 (4.845)] [KD 6.033 (5.861)] +2024-10-12 16:28:57,597 - Train: 33.89% [424000/1251000] [338.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002235] [CE 5.047 (4.716)] [KD 5.922 (5.843)] +2024-10-12 16:29:05,049 - Train: 33.90% [424050/1251000] [339.0/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002235] [CE 5.281 (4.802)] [KD 5.867 (5.939)] +2024-10-12 16:29:16,409 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 31604] [top5_cnt 42705] [top_all 50000] +2024-10-12 16:29:16,410 - net: 63.208 (85.410) +2024-10-12 16:29:22,176 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 34846] [top5_cnt 44625] [top_all 50000] +2024-10-12 16:29:22,177 - net_E: 69.692 (89.250) +2024-10-12 16:29:22,306 - Max [top1: 63.446 (epoch: 338)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 16:29:22,306 - ==> Total time: 18:42:13 Eta: 1 day, 12:28:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 16:29:26,425 - Train: 33.90% [424100/1251000] [339.0/1000.0] [batch_t 0.146 (0.194)] [data_t 0.005] [optim_t 0.141] [lr 0.002234] [CE 4.796 (4.949)] [KD 6.042 (5.839)] +2024-10-12 16:29:33,850 - Train: 33.90% [424150/1251000] [339.0/1000.0] [batch_t 0.154 (0.148)] [data_t 0.004] [optim_t 0.150] [lr 0.002234] [CE 5.015 (4.725)] [KD 6.031 (5.811)] +2024-10-12 16:29:41,608 - Train: 33.91% [424200/1251000] [339.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.002234] [CE 4.401 (4.831)] [KD 5.506 (5.873)] +2024-10-12 16:29:49,482 - Train: 33.91% [424250/1251000] [339.1/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.002234] [CE 5.114 (4.767)] [KD 6.021 (5.818)] +2024-10-12 16:29:57,112 - Train: 33.92% [424300/1251000] [339.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002234] [CE 4.793 (4.760)] [KD 5.888 (5.798)] +2024-10-12 16:30:04,774 - Train: 33.92% [424350/1251000] [339.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002234] [CE 5.208 (4.671)] [KD 6.024 (5.814)] +2024-10-12 16:30:12,406 - Train: 33.92% [424400/1251000] [339.2/1000.0] [batch_t 0.295 (0.153)] [data_t 0.005] [optim_t 0.290] [lr 0.002233] [CE 4.473 (4.737)] [KD 5.850 (5.880)] +2024-10-12 16:30:19,833 - Train: 33.93% [424450/1251000] [339.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002233] [CE 5.043 (4.778)] [KD 5.770 (5.843)] +2024-10-12 16:30:27,404 - Train: 33.93% [424500/1251000] [339.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002233] [CE 5.195 (4.765)] [KD 6.064 (5.776)] +2024-10-12 16:30:34,992 - Train: 33.94% [424550/1251000] [339.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.002233] [CE 4.492 (4.798)] [KD 5.677 (5.984)] +2024-10-12 16:30:42,803 - Train: 33.94% [424600/1251000] [339.4/1000.0] [batch_t 0.155 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.002233] [CE 5.053 (4.686)] [KD 5.824 (5.788)] +2024-10-12 16:30:50,484 - Train: 33.94% [424650/1251000] [339.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002233] [CE 5.071 (4.764)] [KD 6.098 (5.874)] +2024-10-12 16:30:58,096 - Train: 33.95% [424700/1251000] [339.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002232] [CE 4.135 (4.758)] [KD 5.569 (5.876)] +2024-10-12 16:31:05,625 - Train: 33.95% [424750/1251000] [339.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.002232] [CE 4.695 (4.794)] [KD 5.702 (5.959)] +2024-10-12 16:31:13,150 - Train: 33.96% [424800/1251000] [339.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002232] [CE 4.840 (4.804)] [KD 6.161 (5.896)] +2024-10-12 16:31:20,891 - Train: 33.96% [424850/1251000] [339.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.002232] [CE 5.105 (4.850)] [KD 5.994 (5.994)] +2024-10-12 16:31:28,414 - Train: 33.96% [424900/1251000] [339.6/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.002232] [CE 4.709 (4.772)] [KD 6.196 (5.911)] +2024-10-12 16:31:36,109 - Train: 33.97% [424950/1251000] [339.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.002232] [CE 4.395 (4.775)] [KD 5.892 (5.913)] +2024-10-12 16:31:43,539 - Train: 33.97% [425000/1251000] [339.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.007] [optim_t 0.143] [lr 0.002232] [CE 5.144 (4.799)] [KD 6.196 (5.999)] +2024-10-12 16:31:51,224 - Train: 33.98% [425050/1251000] [339.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002231] [CE 4.704 (4.753)] [KD 5.653 (5.935)] +2024-10-12 16:31:58,886 - Train: 33.98% [425100/1251000] [339.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002231] [CE 5.260 (4.752)] [KD 5.963 (5.889)] +2024-10-12 16:32:06,406 - Train: 33.98% [425150/1251000] [339.8/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.002231] [CE 5.055 (4.780)] [KD 5.959 (5.913)] +2024-10-12 16:32:13,900 - Train: 33.99% [425200/1251000] [339.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002231] [CE 4.904 (4.734)] [KD 5.957 (5.980)] +2024-10-12 16:32:21,503 - Train: 33.99% [425250/1251000] [339.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002231] [CE 4.814 (4.707)] [KD 5.752 (5.855)] +2024-10-12 16:32:29,153 - Train: 34.00% [425300/1251000] [340.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002231] [CE 4.198 (4.738)] [KD 5.719 (5.896)] +2024-10-12 16:32:40,912 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 30597] [top5_cnt 41789] [top_all 50000] +2024-10-12 16:32:40,913 - net: 61.194 (83.578) +2024-10-12 16:32:46,802 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 34827] [top5_cnt 44662] [top_all 50000] +2024-10-12 16:32:46,802 - net_E: 69.654 (89.324) +2024-10-12 16:32:46,937 - Max [top1: 63.446 (epoch: 338)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 16:32:46,938 - ==> Total time: 18:45:37 Eta: 1 day, 12:25:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 16:32:50,493 - Train: 34.00% [425350/1251000] [340.0/1000.0] [batch_t 0.151 (0.213)] [data_t 0.003] [optim_t 0.148] [lr 0.002230] [CE 4.787 (4.785)] [KD 6.177 (5.964)] +2024-10-12 16:32:58,169 - Train: 34.00% [425400/1251000] [340.0/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002230] [CE 4.461 (4.767)] [KD 5.703 (5.878)] +2024-10-12 16:33:05,678 - Train: 34.01% [425450/1251000] [340.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.002230] [CE 4.871 (4.781)] [KD 5.837 (5.871)] +2024-10-12 16:33:13,220 - Train: 34.01% [425500/1251000] [340.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002230] [CE 4.180 (4.741)] [KD 5.792 (5.795)] +2024-10-12 16:33:20,708 - Train: 34.02% [425550/1251000] [340.2/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.002230] [CE 4.800 (4.786)] [KD 5.729 (5.936)] +2024-10-12 16:33:28,140 - Train: 34.02% [425600/1251000] [340.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002230] [CE 4.561 (4.692)] [KD 5.512 (5.792)] +2024-10-12 16:33:35,595 - Train: 34.02% [425650/1251000] [340.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002229] [CE 5.033 (4.819)] [KD 5.619 (5.863)] +2024-10-12 16:33:43,536 - Train: 34.03% [425700/1251000] [340.3/1000.0] [batch_t 0.147 (0.159)] [data_t 0.004] [optim_t 0.142] [lr 0.002229] [CE 4.726 (4.763)] [KD 5.898 (5.958)] +2024-10-12 16:33:51,306 - Train: 34.03% [425750/1251000] [340.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.002229] [CE 4.968 (4.705)] [KD 5.921 (5.893)] +2024-10-12 16:33:58,938 - Train: 34.04% [425800/1251000] [340.4/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.002229] [CE 4.610 (4.801)] [KD 5.550 (5.903)] +2024-10-12 16:34:06,510 - Train: 34.04% [425850/1251000] [340.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002229] [CE 4.601 (4.731)] [KD 5.933 (5.937)] +2024-10-12 16:34:14,033 - Train: 34.04% [425900/1251000] [340.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002229] [CE 4.348 (4.809)] [KD 5.755 (6.006)] +2024-10-12 16:34:21,740 - Train: 34.05% [425950/1251000] [340.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002228] [CE 4.666 (4.680)] [KD 5.652 (5.889)] +2024-10-12 16:34:29,326 - Train: 34.05% [426000/1251000] [340.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002228] [CE 4.225 (4.730)] [KD 5.721 (5.925)] +2024-10-12 16:34:36,758 - Train: 34.06% [426050/1251000] [340.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002228] [CE 4.867 (4.813)] [KD 6.108 (5.918)] +2024-10-12 16:34:44,459 - Train: 34.06% [426100/1251000] [340.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.002228] [CE 4.543 (4.761)] [KD 5.854 (5.850)] +2024-10-12 16:34:52,095 - Train: 34.06% [426150/1251000] [340.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002228] [CE 4.740 (4.791)] [KD 5.772 (5.968)] +2024-10-12 16:34:59,778 - Train: 34.07% [426200/1251000] [340.7/1000.0] [batch_t 0.156 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.002228] [CE 4.664 (4.751)] [KD 5.756 (5.869)] +2024-10-12 16:35:07,388 - Train: 34.07% [426250/1251000] [340.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002227] [CE 4.606 (4.699)] [KD 5.684 (5.905)] +2024-10-12 16:35:14,930 - Train: 34.08% [426300/1251000] [340.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002227] [CE 4.737 (4.775)] [KD 5.937 (5.972)] +2024-10-12 16:35:22,494 - Train: 34.08% [426350/1251000] [340.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002227] [CE 5.287 (4.789)] [KD 6.196 (5.901)] +2024-10-12 16:35:29,889 - Train: 34.08% [426400/1251000] [340.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002227] [CE 4.654 (4.771)] [KD 6.248 (5.875)] +2024-10-12 16:35:37,299 - Train: 34.09% [426450/1251000] [340.9/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002227] [CE 5.001 (4.798)] [KD 5.931 (5.917)] +2024-10-12 16:35:44,715 - Train: 34.09% [426500/1251000] [340.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002227] [CE 4.454 (4.793)] [KD 5.599 (5.933)] +2024-10-12 16:35:52,584 - Train: 34.10% [426550/1251000] [341.0/1000.0] [batch_t 0.154 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.002226] [CE 4.864 (4.810)] [KD 6.015 (5.896)] +2024-10-12 16:36:04,233 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 30165] [top5_cnt 41673] [top_all 50000] +2024-10-12 16:36:04,234 - net: 60.330 (83.346) +2024-10-12 16:36:10,118 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34832] [top5_cnt 44635] [top_all 50000] +2024-10-12 16:36:10,118 - net_E: 69.664 (89.270) +2024-10-12 16:36:10,261 - Max [top1: 63.446 (epoch: 338)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 16:36:10,261 - ==> Total time: 18:49:01 Eta: 1 day, 12:21:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 16:36:13,703 - Train: 34.10% [426600/1251000] [341.0/1000.0] [batch_t 0.146 (0.208)] [data_t 0.004] [optim_t 0.143] [lr 0.002226] [CE 4.857 (4.778)] [KD 5.761 (5.846)] +2024-10-12 16:36:21,282 - Train: 34.10% [426650/1251000] [341.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002226] [CE 4.125 (4.773)] [KD 5.478 (5.800)] +2024-10-12 16:36:28,911 - Train: 34.11% [426700/1251000] [341.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.002226] [CE 4.510 (4.737)] [KD 5.690 (5.837)] +2024-10-12 16:36:36,369 - Train: 34.11% [426750/1251000] [341.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002226] [CE 4.447 (4.758)] [KD 5.498 (5.843)] +2024-10-12 16:36:43,956 - Train: 34.12% [426800/1251000] [341.2/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002226] [CE 4.337 (4.773)] [KD 5.569 (5.874)] +2024-10-12 16:36:51,811 - Train: 34.12% [426850/1251000] [341.2/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.002225] [CE 5.040 (4.788)] [KD 5.834 (5.818)] +2024-10-12 16:36:59,462 - Train: 34.12% [426900/1251000] [341.2/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002225] [CE 4.315 (4.704)] [KD 5.751 (5.825)] +2024-10-12 16:37:06,955 - Train: 34.13% [426950/1251000] [341.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002225] [CE 4.721 (4.764)] [KD 6.044 (5.794)] +2024-10-12 16:37:14,579 - Train: 34.13% [427000/1251000] [341.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002225] [CE 4.848 (4.741)] [KD 5.786 (5.823)] +2024-10-12 16:37:22,030 - Train: 34.14% [427050/1251000] [341.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002225] [CE 4.895 (4.750)] [KD 5.871 (5.845)] +2024-10-12 16:37:29,555 - Train: 34.14% [427100/1251000] [341.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.002225] [CE 5.298 (4.740)] [KD 5.692 (5.789)] +2024-10-12 16:37:37,306 - Train: 34.14% [427150/1251000] [341.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002224] [CE 5.110 (4.737)] [KD 5.831 (5.816)] +2024-10-12 16:37:44,988 - Train: 34.15% [427200/1251000] [341.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002224] [CE 4.953 (4.765)] [KD 6.142 (5.920)] +2024-10-12 16:37:52,447 - Train: 34.15% [427250/1251000] [341.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002224] [CE 4.033 (4.684)] [KD 5.843 (5.901)] +2024-10-12 16:37:59,992 - Train: 34.16% [427300/1251000] [341.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002224] [CE 4.492 (4.696)] [KD 5.716 (5.957)] +2024-10-12 16:38:07,621 - Train: 34.16% [427350/1251000] [341.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002224] [CE 5.258 (4.809)] [KD 5.921 (5.938)] +2024-10-12 16:38:15,565 - Train: 34.16% [427400/1251000] [341.6/1000.0] [batch_t 0.153 (0.159)] [data_t 0.006] [optim_t 0.147] [lr 0.002224] [CE 4.676 (4.775)] [KD 5.970 (5.931)] +2024-10-12 16:38:23,021 - Train: 34.17% [427450/1251000] [341.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002224] [CE 4.651 (4.750)] [KD 5.623 (5.903)] +2024-10-12 16:38:30,654 - Train: 34.17% [427500/1251000] [341.7/1000.0] [batch_t 0.266 (0.153)] [data_t 0.005] [optim_t 0.261] [lr 0.002223] [CE 4.705 (4.801)] [KD 6.099 (5.871)] +2024-10-12 16:38:38,058 - Train: 34.18% [427550/1251000] [341.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002223] [CE 4.987 (4.740)] [KD 5.830 (5.937)] +2024-10-12 16:38:45,488 - Train: 34.18% [427600/1251000] [341.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002223] [CE 4.775 (4.723)] [KD 5.969 (5.932)] +2024-10-12 16:38:53,059 - Train: 34.18% [427650/1251000] [341.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.007] [optim_t 0.139] [lr 0.002223] [CE 4.960 (4.778)] [KD 5.860 (5.958)] +2024-10-12 16:39:00,904 - Train: 34.19% [427700/1251000] [341.9/1000.0] [batch_t 0.146 (0.157)] [data_t 0.007] [optim_t 0.140] [lr 0.002223] [CE 4.773 (4.749)] [KD 5.975 (5.968)] +2024-10-12 16:39:08,669 - Train: 34.19% [427750/1251000] [341.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.002223] [CE 4.378 (4.824)] [KD 5.491 (5.949)] +2024-10-12 16:39:16,136 - Train: 34.20% [427800/1251000] [342.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002222] [CE 4.586 (4.849)] [KD 5.838 (5.998)] +2024-10-12 16:39:28,121 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 31639] [top5_cnt 42674] [top_all 50000] +2024-10-12 16:39:28,122 - net: 63.278 (85.348) +2024-10-12 16:39:33,843 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34852] [top5_cnt 44630] [top_all 50000] +2024-10-12 16:39:33,844 - net_E: 69.704 (89.260) +2024-10-12 16:39:33,977 - Max [top1: 63.446 (epoch: 338)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 16:39:33,977 - ==> Total time: 18:52:25 Eta: 1 day, 12:18:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 16:39:37,314 - Train: 34.20% [427850/1251000] [342.0/1000.0] [batch_t 0.155 (0.241)] [data_t 0.003] [optim_t 0.152] [lr 0.002222] [CE 4.999 (4.807)] [KD 6.153 (5.897)] +2024-10-12 16:39:44,752 - Train: 34.20% [427900/1251000] [342.0/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002222] [CE 4.943 (4.712)] [KD 5.862 (5.801)] +2024-10-12 16:39:52,212 - Train: 34.21% [427950/1251000] [342.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002222] [CE 5.166 (4.766)] [KD 5.830 (5.806)] +2024-10-12 16:39:59,788 - Train: 34.21% [428000/1251000] [342.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002222] [CE 4.700 (4.681)] [KD 5.793 (5.820)] +2024-10-12 16:40:07,929 - Train: 34.22% [428050/1251000] [342.2/1000.0] [batch_t 0.148 (0.163)] [data_t 0.003] [optim_t 0.145] [lr 0.002222] [CE 4.259 (4.739)] [KD 5.540 (5.866)] +2024-10-12 16:40:15,419 - Train: 34.22% [428100/1251000] [342.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002221] [CE 4.782 (4.833)] [KD 6.002 (5.985)] +2024-10-12 16:40:22,867 - Train: 34.22% [428150/1251000] [342.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002221] [CE 4.399 (4.796)] [KD 5.830 (5.887)] +2024-10-12 16:40:30,327 - Train: 34.23% [428200/1251000] [342.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002221] [CE 4.837 (4.715)] [KD 5.965 (5.886)] +2024-10-12 16:40:37,930 - Train: 34.23% [428250/1251000] [342.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002221] [CE 4.913 (4.724)] [KD 5.981 (5.898)] +2024-10-12 16:40:45,494 - Train: 34.24% [428300/1251000] [342.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002221] [CE 4.802 (4.737)] [KD 5.871 (5.815)] +2024-10-12 16:40:53,296 - Train: 34.24% [428350/1251000] [342.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.002221] [CE 4.473 (4.802)] [KD 5.855 (5.916)] +2024-10-12 16:41:00,722 - Train: 34.24% [428400/1251000] [342.4/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.002220] [CE 4.598 (4.707)] [KD 6.054 (5.907)] +2024-10-12 16:41:08,586 - Train: 34.25% [428450/1251000] [342.5/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.002220] [CE 4.704 (4.713)] [KD 5.835 (5.897)] +2024-10-12 16:41:16,035 - Train: 34.25% [428500/1251000] [342.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.002220] [CE 5.497 (4.762)] [KD 6.280 (5.914)] +2024-10-12 16:41:23,633 - Train: 34.26% [428550/1251000] [342.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002220] [CE 5.005 (4.772)] [KD 6.293 (5.929)] +2024-10-12 16:41:31,248 - Train: 34.26% [428600/1251000] [342.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002220] [CE 4.530 (4.822)] [KD 5.968 (6.000)] +2024-10-12 16:41:38,965 - Train: 34.26% [428650/1251000] [342.6/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.002220] [CE 4.381 (4.771)] [KD 5.808 (5.840)] +2024-10-12 16:41:46,531 - Train: 34.27% [428700/1251000] [342.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002219] [CE 4.723 (4.778)] [KD 5.593 (5.859)] +2024-10-12 16:41:53,947 - Train: 34.27% [428750/1251000] [342.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002219] [CE 4.494 (4.702)] [KD 5.852 (5.827)] +2024-10-12 16:42:01,559 - Train: 34.28% [428800/1251000] [342.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002219] [CE 4.459 (4.772)] [KD 5.920 (5.856)] +2024-10-12 16:42:09,022 - Train: 34.28% [428850/1251000] [342.8/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.002219] [CE 4.435 (4.776)] [KD 5.903 (5.830)] +2024-10-12 16:42:16,977 - Train: 34.28% [428900/1251000] [342.8/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.148] [lr 0.002219] [CE 4.494 (4.699)] [KD 5.830 (5.847)] +2024-10-12 16:42:24,434 - Train: 34.29% [428950/1251000] [342.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002219] [CE 4.723 (4.691)] [KD 5.850 (5.821)] +2024-10-12 16:42:31,942 - Train: 34.29% [429000/1251000] [342.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002218] [CE 4.819 (4.688)] [KD 6.014 (5.864)] +2024-10-12 16:42:39,479 - Train: 34.30% [429050/1251000] [343.0/1000.0] [batch_t 0.247 (0.151)] [data_t 0.005] [optim_t 0.242] [lr 0.002218] [CE 4.928 (4.721)] [KD 5.812 (5.936)] +2024-10-12 16:42:51,507 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 31282] [top5_cnt 42453] [top_all 50000] +2024-10-12 16:42:51,508 - net: 62.564 (84.906) +2024-10-12 16:42:57,323 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 34846] [top5_cnt 44633] [top_all 50000] +2024-10-12 16:42:57,323 - net_E: 69.692 (89.266) +2024-10-12 16:42:57,457 - Max [top1: 63.446 (epoch: 338)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 16:42:57,458 - ==> Total time: 18:55:48 Eta: 1 day, 12:15:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 16:43:00,693 - Train: 34.30% [429100/1251000] [343.0/1000.0] [batch_t 0.149 (0.214)] [data_t 0.004] [optim_t 0.145] [lr 0.002218] [CE 4.206 (4.702)] [KD 5.564 (5.775)] +2024-10-12 16:43:08,180 - Train: 34.30% [429150/1251000] [343.0/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002218] [CE 4.276 (4.801)] [KD 5.373 (5.898)] +2024-10-12 16:43:15,833 - Train: 34.31% [429200/1251000] [343.1/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.002218] [CE 4.219 (4.775)] [KD 5.704 (5.835)] +2024-10-12 16:43:23,474 - Train: 34.31% [429250/1251000] [343.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002218] [CE 4.764 (4.777)] [KD 5.736 (5.988)] +2024-10-12 16:43:31,016 - Train: 34.32% [429300/1251000] [343.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002217] [CE 4.573 (4.733)] [KD 5.644 (5.842)] +2024-10-12 16:43:38,540 - Train: 34.32% [429350/1251000] [343.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002217] [CE 4.800 (4.744)] [KD 5.901 (5.839)] +2024-10-12 16:43:45,958 - Train: 34.32% [429400/1251000] [343.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002217] [CE 4.553 (4.719)] [KD 5.716 (5.855)] +2024-10-12 16:43:53,506 - Train: 34.33% [429450/1251000] [343.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002217] [CE 4.448 (4.735)] [KD 5.489 (5.810)] +2024-10-12 16:44:01,015 - Train: 34.33% [429500/1251000] [343.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002217] [CE 5.197 (4.718)] [KD 6.165 (5.785)] +2024-10-12 16:44:08,709 - Train: 34.34% [429550/1251000] [343.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002217] [CE 4.462 (4.722)] [KD 5.763 (5.811)] +2024-10-12 16:44:16,256 - Train: 34.34% [429600/1251000] [343.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002216] [CE 4.689 (4.752)] [KD 5.716 (5.900)] +2024-10-12 16:44:23,765 - Train: 34.34% [429650/1251000] [343.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002216] [CE 4.249 (4.825)] [KD 5.755 (5.863)] +2024-10-12 16:44:31,368 - Train: 34.35% [429700/1251000] [343.5/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.152] [lr 0.002216] [CE 4.712 (4.751)] [KD 5.835 (5.912)] +2024-10-12 16:44:39,122 - Train: 34.35% [429750/1251000] [343.5/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002216] [CE 4.774 (4.734)] [KD 5.918 (5.876)] +2024-10-12 16:44:46,764 - Train: 34.36% [429800/1251000] [343.6/1000.0] [batch_t 0.158 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.002216] [CE 4.860 (4.719)] [KD 5.813 (5.806)] +2024-10-12 16:44:54,449 - Train: 34.36% [429850/1251000] [343.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.002216] [CE 4.898 (4.753)] [KD 6.119 (5.937)] +2024-10-12 16:45:02,243 - Train: 34.36% [429900/1251000] [343.6/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.002215] [CE 4.995 (4.788)] [KD 6.080 (5.939)] +2024-10-12 16:45:09,883 - Train: 34.37% [429950/1251000] [343.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002215] [CE 4.745 (4.762)] [KD 6.016 (5.909)] +2024-10-12 16:45:17,340 - Train: 34.37% [430000/1251000] [343.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002215] [CE 4.651 (4.796)] [KD 6.000 (5.934)] +2024-10-12 16:45:24,996 - Train: 34.38% [430050/1251000] [343.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002215] [CE 5.080 (4.743)] [KD 5.821 (5.867)] +2024-10-12 16:45:32,558 - Train: 34.38% [430100/1251000] [343.8/1000.0] [batch_t 0.159 (0.151)] [data_t 0.005] [optim_t 0.155] [lr 0.002215] [CE 4.616 (4.824)] [KD 5.623 (5.872)] +2024-10-12 16:45:39,973 - Train: 34.38% [430150/1251000] [343.8/1000.0] [batch_t 0.155 (0.148)] [data_t 0.005] [optim_t 0.150] [lr 0.002215] [CE 4.818 (4.718)] [KD 6.236 (5.825)] +2024-10-12 16:45:47,638 - Train: 34.39% [430200/1251000] [343.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002214] [CE 4.914 (4.682)] [KD 5.617 (5.834)] +2024-10-12 16:45:55,080 - Train: 34.39% [430250/1251000] [343.9/1000.0] [batch_t 0.160 (0.149)] [data_t 0.005] [optim_t 0.156] [lr 0.002214] [CE 4.314 (4.791)] [KD 5.875 (5.825)] +2024-10-12 16:46:02,773 - Train: 34.40% [430300/1251000] [344.0/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002214] [CE 4.447 (4.766)] [KD 5.703 (5.853)] +2024-10-12 16:46:15,036 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 31705] [top5_cnt 42681] [top_all 50000] +2024-10-12 16:46:15,037 - net: 63.410 (85.362) +2024-10-12 16:46:20,846 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34808] [top5_cnt 44618] [top_all 50000] +2024-10-12 16:46:20,847 - net_E: 69.616 (89.236) +2024-10-12 16:46:21,004 - Max [top1: 63.446 (epoch: 338)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 16:46:21,004 - ==> Total time: 18:59:12 Eta: 1 day, 12:12:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 16:46:24,385 - Train: 34.40% [430350/1251000] [344.0/1000.0] [batch_t 0.149 (0.249)] [data_t 0.006] [optim_t 0.144] [lr 0.002214] [CE 3.978 (4.510)] [KD 5.127 (5.611)] +2024-10-12 16:46:31,888 - Train: 34.40% [430400/1251000] [344.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002214] [CE 4.834 (4.689)] [KD 6.064 (5.808)] +2024-10-12 16:46:39,479 - Train: 34.41% [430450/1251000] [344.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002214] [CE 4.788 (4.755)] [KD 6.002 (5.869)] +2024-10-12 16:46:47,189 - Train: 34.41% [430500/1251000] [344.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002213] [CE 5.082 (4.828)] [KD 6.277 (5.892)] +2024-10-12 16:46:54,740 - Train: 34.42% [430550/1251000] [344.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002213] [CE 4.854 (4.809)] [KD 5.780 (5.772)] +2024-10-12 16:47:02,276 - Train: 34.42% [430600/1251000] [344.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002213] [CE 4.759 (4.749)] [KD 5.753 (5.770)] +2024-10-12 16:47:09,863 - Train: 34.42% [430650/1251000] [344.2/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002213] [CE 4.618 (4.753)] [KD 5.658 (5.805)] +2024-10-12 16:47:17,321 - Train: 34.43% [430700/1251000] [344.3/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.151] [lr 0.002213] [CE 4.511 (4.763)] [KD 5.665 (5.833)] +2024-10-12 16:47:25,047 - Train: 34.43% [430750/1251000] [344.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002213] [CE 4.818 (4.806)] [KD 5.835 (5.912)] +2024-10-12 16:47:32,648 - Train: 34.44% [430800/1251000] [344.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.002212] [CE 4.831 (4.716)] [KD 6.044 (5.864)] +2024-10-12 16:47:40,331 - Train: 34.44% [430850/1251000] [344.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.007] [optim_t 0.142] [lr 0.002212] [CE 4.885 (4.745)] [KD 5.876 (5.844)] +2024-10-12 16:47:47,864 - Train: 34.44% [430900/1251000] [344.4/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.002212] [CE 5.022 (4.711)] [KD 5.981 (5.850)] +2024-10-12 16:47:55,531 - Train: 34.45% [430950/1251000] [344.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.007] [optim_t 0.140] [lr 0.002212] [CE 4.612 (4.778)] [KD 5.828 (5.931)] +2024-10-12 16:48:03,021 - Train: 34.45% [431000/1251000] [344.5/1000.0] [batch_t 0.154 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.002212] [CE 5.259 (4.697)] [KD 6.281 (5.855)] +2024-10-12 16:48:10,641 - Train: 34.46% [431050/1251000] [344.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002212] [CE 4.753 (4.753)] [KD 5.797 (5.901)] +2024-10-12 16:48:18,164 - Train: 34.46% [431100/1251000] [344.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.002212] [CE 4.595 (4.734)] [KD 5.838 (5.910)] +2024-10-12 16:48:25,965 - Train: 34.46% [431150/1251000] [344.6/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.002211] [CE 5.197 (4.749)] [KD 6.040 (5.874)] +2024-10-12 16:48:33,805 - Train: 34.47% [431200/1251000] [344.7/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.002211] [CE 4.215 (4.787)] [KD 5.851 (5.857)] +2024-10-12 16:48:41,421 - Train: 34.47% [431250/1251000] [344.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002211] [CE 4.616 (4.703)] [KD 5.805 (5.780)] +2024-10-12 16:48:49,107 - Train: 34.48% [431300/1251000] [344.8/1000.0] [batch_t 0.156 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.002211] [CE 5.088 (4.765)] [KD 6.104 (5.839)] +2024-10-12 16:48:56,951 - Train: 34.48% [431350/1251000] [344.8/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.002211] [CE 4.788 (4.738)] [KD 5.927 (5.812)] +2024-10-12 16:49:04,489 - Train: 34.48% [431400/1251000] [344.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002211] [CE 4.221 (4.754)] [KD 5.475 (5.852)] +2024-10-12 16:49:12,159 - Train: 34.49% [431450/1251000] [344.9/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.002210] [CE 4.681 (4.805)] [KD 6.044 (6.042)] +2024-10-12 16:49:19,763 - Train: 34.49% [431500/1251000] [344.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002210] [CE 4.680 (4.779)] [KD 6.077 (5.899)] +2024-10-12 16:49:27,398 - Train: 34.50% [431550/1251000] [345.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002210] [CE 4.824 (4.760)] [KD 5.769 (5.922)] +2024-10-12 16:49:40,001 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 31152] [top5_cnt 42357] [top_all 50000] +2024-10-12 16:49:40,001 - net: 62.304 (84.714) +2024-10-12 16:49:45,792 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.103)] [top1_cnt 34810] [top5_cnt 44638] [top_all 50000] +2024-10-12 16:49:45,792 - net_E: 69.620 (89.276) +2024-10-12 16:49:45,950 - Max [top1: 63.446 (epoch: 338)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 16:49:45,950 - ==> Total time: 19:02:36 Eta: 1 day, 12:09:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 16:49:49,655 - Train: 34.50% [431600/1251000] [345.0/1000.0] [batch_t 0.153 (0.236)] [data_t 0.003] [optim_t 0.150] [lr 0.002210] [CE 4.873 (4.659)] [KD 5.766 (5.802)] +2024-10-12 16:49:57,168 - Train: 34.50% [431650/1251000] [345.0/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002210] [CE 4.826 (4.796)] [KD 5.992 (5.871)] +2024-10-12 16:50:04,862 - Train: 34.51% [431700/1251000] [345.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.002210] [CE 5.160 (4.793)] [KD 6.261 (5.940)] +2024-10-12 16:50:12,631 - Train: 34.51% [431750/1251000] [345.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002209] [CE 4.348 (4.750)] [KD 5.845 (5.922)] +2024-10-12 16:50:20,563 - Train: 34.52% [431800/1251000] [345.2/1000.0] [batch_t 0.154 (0.159)] [data_t 0.006] [optim_t 0.149] [lr 0.002209] [CE 4.039 (4.723)] [KD 5.855 (5.868)] +2024-10-12 16:50:28,098 - Train: 34.52% [431850/1251000] [345.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002209] [CE 4.792 (4.714)] [KD 5.905 (5.769)] +2024-10-12 16:50:35,699 - Train: 34.52% [431900/1251000] [345.2/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.002209] [CE 4.559 (4.730)] [KD 5.642 (5.833)] +2024-10-12 16:50:43,367 - Train: 34.53% [431950/1251000] [345.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.002209] [CE 4.691 (4.678)] [KD 6.021 (5.827)] +2024-10-12 16:50:51,001 - Train: 34.53% [432000/1251000] [345.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002209] [CE 4.593 (4.738)] [KD 5.921 (5.891)] +2024-10-12 16:50:58,580 - Train: 34.54% [432050/1251000] [345.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002208] [CE 4.724 (4.731)] [KD 6.159 (5.891)] +2024-10-12 16:51:06,293 - Train: 34.54% [432100/1251000] [345.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.002208] [CE 4.917 (4.777)] [KD 5.626 (5.912)] +2024-10-12 16:51:13,829 - Train: 34.54% [432150/1251000] [345.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002208] [CE 4.976 (4.760)] [KD 5.578 (5.780)] +2024-10-12 16:51:21,653 - Train: 34.55% [432200/1251000] [345.5/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.002208] [CE 5.137 (4.702)] [KD 6.087 (5.836)] +2024-10-12 16:51:29,289 - Train: 34.55% [432250/1251000] [345.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.002208] [CE 5.006 (4.728)] [KD 6.068 (5.826)] +2024-10-12 16:51:36,820 - Train: 34.56% [432300/1251000] [345.6/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.002208] [CE 4.670 (4.794)] [KD 5.877 (5.875)] +2024-10-12 16:51:44,531 - Train: 34.56% [432350/1251000] [345.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.002207] [CE 4.735 (4.777)] [KD 5.896 (5.875)] +2024-10-12 16:51:52,194 - Train: 34.56% [432400/1251000] [345.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002207] [CE 4.907 (4.790)] [KD 5.902 (5.925)] +2024-10-12 16:51:59,934 - Train: 34.57% [432450/1251000] [345.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002207] [CE 4.758 (4.776)] [KD 5.885 (5.927)] +2024-10-12 16:52:07,453 - Train: 34.57% [432500/1251000] [345.7/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.002207] [CE 4.859 (4.748)] [KD 5.889 (5.876)] +2024-10-12 16:52:15,075 - Train: 34.58% [432550/1251000] [345.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002207] [CE 4.688 (4.699)] [KD 5.973 (5.846)] +2024-10-12 16:52:22,711 - Train: 34.58% [432600/1251000] [345.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002207] [CE 4.929 (4.836)] [KD 6.098 (5.925)] +2024-10-12 16:52:30,473 - Train: 34.58% [432650/1251000] [345.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.002206] [CE 4.825 (4.740)] [KD 5.696 (5.770)] +2024-10-12 16:52:38,126 - Train: 34.59% [432700/1251000] [345.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002206] [CE 4.973 (4.720)] [KD 6.043 (5.904)] +2024-10-12 16:52:45,721 - Train: 34.59% [432750/1251000] [345.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.002206] [CE 4.264 (4.803)] [KD 5.676 (5.945)] +2024-10-12 16:52:53,448 - Train: 34.60% [432800/1251000] [346.0/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.002206] [CE 4.719 (4.780)] [KD 5.715 (5.888)] +2024-10-12 16:53:06,023 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 31040] [top5_cnt 42230] [top_all 50000] +2024-10-12 16:53:06,023 - net: 62.080 (84.460) +2024-10-12 16:53:11,936 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 34809] [top5_cnt 44620] [top_all 50000] +2024-10-12 16:53:11,937 - net_E: 69.618 (89.240) +2024-10-12 16:53:12,121 - Max [top1: 63.446 (epoch: 338)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 16:53:12,121 - ==> Total time: 19:06:03 Eta: 1 day, 12:06:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 16:53:14,690 - Train: 34.60% [432850/1251000] [346.0/1000.0] [batch_t 0.151 (0.236)] [data_t 0.004] [optim_t 0.147] [lr 0.002206] [CE 4.430 (4.888)] [KD 5.596 (5.933)] +2024-10-12 16:53:22,204 - Train: 34.60% [432900/1251000] [346.0/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002206] [CE 4.841 (4.792)] [KD 5.890 (5.881)] +2024-10-12 16:53:29,666 - Train: 34.61% [432950/1251000] [346.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002205] [CE 4.781 (4.726)] [KD 5.907 (5.876)] +2024-10-12 16:53:37,515 - Train: 34.61% [433000/1251000] [346.1/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.002205] [CE 4.738 (4.753)] [KD 5.719 (5.892)] +2024-10-12 16:53:45,106 - Train: 34.62% [433050/1251000] [346.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002205] [CE 5.105 (4.809)] [KD 5.978 (5.890)] +2024-10-12 16:53:52,696 - Train: 34.62% [433100/1251000] [346.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.007] [optim_t 0.145] [lr 0.002205] [CE 4.324 (4.751)] [KD 5.797 (5.934)] +2024-10-12 16:54:00,390 - Train: 34.62% [433150/1251000] [346.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.002205] [CE 4.161 (4.752)] [KD 5.917 (5.942)] +2024-10-12 16:54:08,087 - Train: 34.63% [433200/1251000] [346.3/1000.0] [batch_t 0.154 (0.154)] [data_t 0.006] [optim_t 0.148] [lr 0.002205] [CE 4.699 (4.745)] [KD 5.789 (5.840)] +2024-10-12 16:54:15,779 - Train: 34.63% [433250/1251000] [346.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.002204] [CE 5.271 (4.731)] [KD 5.907 (5.785)] +2024-10-12 16:54:23,373 - Train: 34.64% [433300/1251000] [346.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002204] [CE 4.534 (4.716)] [KD 5.552 (5.882)] +2024-10-12 16:54:30,869 - Train: 34.64% [433350/1251000] [346.4/1000.0] [batch_t 0.158 (0.150)] [data_t 0.004] [optim_t 0.154] [lr 0.002204] [CE 4.642 (4.768)] [KD 6.176 (5.815)] +2024-10-12 16:54:38,541 - Train: 34.64% [433400/1251000] [346.4/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.002204] [CE 4.734 (4.708)] [KD 5.717 (5.847)] +2024-10-12 16:54:46,081 - Train: 34.65% [433450/1251000] [346.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002204] [CE 4.570 (4.845)] [KD 5.774 (5.866)] +2024-10-12 16:54:53,522 - Train: 34.65% [433500/1251000] [346.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002204] [CE 4.774 (4.832)] [KD 5.799 (5.970)] +2024-10-12 16:55:01,199 - Train: 34.66% [433550/1251000] [346.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.002203] [CE 4.642 (4.753)] [KD 5.768 (5.906)] +2024-10-12 16:55:08,891 - Train: 34.66% [433600/1251000] [346.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002203] [CE 4.858 (4.678)] [KD 5.928 (5.868)] +2024-10-12 16:55:16,420 - Train: 34.66% [433650/1251000] [346.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002203] [CE 4.463 (4.704)] [KD 5.633 (5.877)] +2024-10-12 16:55:24,096 - Train: 34.67% [433700/1251000] [346.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002203] [CE 5.481 (4.793)] [KD 6.241 (5.969)] +2024-10-12 16:55:31,512 - Train: 34.67% [433750/1251000] [346.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002203] [CE 4.567 (4.808)] [KD 5.738 (5.904)] +2024-10-12 16:55:39,070 - Train: 34.68% [433800/1251000] [346.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002203] [CE 4.660 (4.770)] [KD 6.136 (5.938)] +2024-10-12 16:55:46,698 - Train: 34.68% [433850/1251000] [346.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002202] [CE 5.217 (4.728)] [KD 5.883 (5.878)] +2024-10-12 16:55:54,208 - Train: 34.68% [433900/1251000] [346.8/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002202] [CE 4.717 (4.758)] [KD 5.627 (5.845)] +2024-10-12 16:56:01,636 - Train: 34.69% [433950/1251000] [346.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002202] [CE 4.321 (4.836)] [KD 5.342 (5.867)] +2024-10-12 16:56:09,539 - Train: 34.69% [434000/1251000] [346.9/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.002202] [CE 4.764 (4.760)] [KD 5.993 (5.865)] +2024-10-12 16:56:16,950 - Train: 34.70% [434050/1251000] [347.0/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002202] [CE 4.706 (4.809)] [KD 5.890 (5.902)] +2024-10-12 16:56:29,702 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 30813] [top5_cnt 42197] [top_all 50000] +2024-10-12 16:56:29,703 - net: 61.626 (84.394) +2024-10-12 16:56:35,424 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.102)] [top1_cnt 34779] [top5_cnt 44616] [top_all 50000] +2024-10-12 16:56:35,424 - net_E: 69.558 (89.232) +2024-10-12 16:56:35,641 - Max [top1: 63.446 (epoch: 338)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 16:56:35,641 - ==> Total time: 19:09:26 Eta: 1 day, 12:03:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 16:56:38,671 - Train: 34.70% [434100/1251000] [347.0/1000.0] [batch_t 0.279 (0.330)] [data_t 0.004] [optim_t 0.275] [lr 0.002202] [CE 4.956 (4.906)] [KD 5.897 (6.078)] +2024-10-12 16:56:46,088 - Train: 34.70% [434150/1251000] [347.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002201] [CE 4.545 (4.749)] [KD 5.524 (5.799)] +2024-10-12 16:56:53,629 - Train: 34.71% [434200/1251000] [347.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002201] [CE 4.337 (4.797)] [KD 5.588 (5.959)] +2024-10-12 16:57:01,174 - Train: 34.71% [434250/1251000] [347.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002201] [CE 4.638 (4.759)] [KD 5.744 (5.848)] +2024-10-12 16:57:08,789 - Train: 34.72% [434300/1251000] [347.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002201] [CE 4.908 (4.739)] [KD 5.935 (5.896)] +2024-10-12 16:57:16,236 - Train: 34.72% [434350/1251000] [347.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002201] [CE 4.813 (4.799)] [KD 6.106 (5.905)] +2024-10-12 16:57:23,940 - Train: 34.72% [434400/1251000] [347.2/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.002201] [CE 4.856 (4.801)] [KD 5.800 (5.969)] +2024-10-12 16:57:31,531 - Train: 34.73% [434450/1251000] [347.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002200] [CE 4.858 (4.743)] [KD 5.766 (5.869)] +2024-10-12 16:57:39,086 - Train: 34.73% [434500/1251000] [347.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.002200] [CE 4.182 (4.740)] [KD 5.789 (5.899)] +2024-10-12 16:57:46,757 - Train: 34.74% [434550/1251000] [347.4/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.002200] [CE 4.996 (4.811)] [KD 5.887 (5.889)] +2024-10-12 16:57:54,290 - Train: 34.74% [434600/1251000] [347.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002200] [CE 4.755 (4.661)] [KD 5.762 (5.783)] +2024-10-12 16:58:01,915 - Train: 34.74% [434650/1251000] [347.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.002200] [CE 5.161 (4.714)] [KD 5.954 (5.836)] +2024-10-12 16:58:09,370 - Train: 34.75% [434700/1251000] [347.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.007] [optim_t 0.143] [lr 0.002200] [CE 4.530 (4.795)] [KD 5.929 (5.798)] +2024-10-12 16:58:16,839 - Train: 34.75% [434750/1251000] [347.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002199] [CE 5.138 (4.759)] [KD 6.243 (5.858)] +2024-10-12 16:58:24,460 - Train: 34.76% [434800/1251000] [347.6/1000.0] [batch_t 0.143 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.002199] [CE 4.809 (4.728)] [KD 5.846 (5.847)] +2024-10-12 16:58:32,105 - Train: 34.76% [434850/1251000] [347.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.002199] [CE 5.061 (4.799)] [KD 5.991 (5.976)] +2024-10-12 16:58:39,506 - Train: 34.76% [434900/1251000] [347.6/1000.0] [batch_t 0.154 (0.148)] [data_t 0.006] [optim_t 0.148] [lr 0.002199] [CE 4.628 (4.705)] [KD 5.636 (5.817)] +2024-10-12 16:58:47,188 - Train: 34.77% [434950/1251000] [347.7/1000.0] [batch_t 0.143 (0.154)] [data_t 0.004] [optim_t 0.139] [lr 0.002199] [CE 5.152 (4.750)] [KD 5.992 (5.859)] +2024-10-12 16:58:54,621 - Train: 34.77% [435000/1251000] [347.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002199] [CE 4.478 (4.737)] [KD 5.446 (5.863)] +2024-10-12 16:59:02,162 - Train: 34.78% [435050/1251000] [347.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002198] [CE 4.599 (4.855)] [KD 5.856 (5.980)] +2024-10-12 16:59:09,827 - Train: 34.78% [435100/1251000] [347.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002198] [CE 4.427 (4.747)] [KD 5.681 (5.839)] +2024-10-12 16:59:17,363 - Train: 34.78% [435150/1251000] [347.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002198] [CE 4.699 (4.755)] [KD 6.205 (5.910)] +2024-10-12 16:59:24,905 - Train: 34.79% [435200/1251000] [347.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002198] [CE 4.957 (4.710)] [KD 6.062 (5.917)] +2024-10-12 16:59:32,477 - Train: 34.79% [435250/1251000] [347.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002198] [CE 4.791 (4.801)] [KD 5.852 (5.941)] +2024-10-12 16:59:39,882 - Train: 34.80% [435300/1251000] [348.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002198] [CE 4.616 (4.810)] [KD 5.622 (5.856)] +2024-10-12 16:59:52,821 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 30583] [top5_cnt 42003] [top_all 50000] +2024-10-12 16:59:52,822 - net: 61.166 (84.006) +2024-10-12 16:59:58,939 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 34826] [top5_cnt 44634] [top_all 50000] +2024-10-12 16:59:58,939 - net_E: 69.652 (89.268) +2024-10-12 16:59:59,106 - Max [top1: 63.446 (epoch: 338)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 16:59:59,106 - ==> Total time: 19:12:50 Eta: 1 day, 11:59:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 17:00:01,360 - Train: 34.80% [435350/1251000] [348.0/1000.0] [batch_t 0.143 (0.301)] [data_t 0.004] [optim_t 0.139] [lr 0.002197] [CE 4.974 (4.899)] [KD 6.279 (6.226)] +2024-10-12 17:00:08,991 - Train: 34.80% [435400/1251000] [348.0/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002197] [CE 4.631 (4.771)] [KD 5.951 (5.823)] +2024-10-12 17:00:16,725 - Train: 34.81% [435450/1251000] [348.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.006] [optim_t 0.147] [lr 0.002197] [CE 4.857 (4.711)] [KD 5.940 (5.789)] +2024-10-12 17:00:24,499 - Train: 34.81% [435500/1251000] [348.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.002197] [CE 4.428 (4.671)] [KD 5.645 (5.813)] +2024-10-12 17:00:32,007 - Train: 34.82% [435550/1251000] [348.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002197] [CE 4.915 (4.762)] [KD 5.960 (5.849)] +2024-10-12 17:00:39,637 - Train: 34.82% [435600/1251000] [348.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002197] [CE 4.577 (4.710)] [KD 6.032 (5.856)] +2024-10-12 17:00:47,393 - Train: 34.82% [435650/1251000] [348.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.002196] [CE 4.945 (4.742)] [KD 5.904 (5.830)] +2024-10-12 17:00:54,885 - Train: 34.83% [435700/1251000] [348.3/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.002196] [CE 4.735 (4.616)] [KD 5.752 (5.725)] +2024-10-12 17:01:02,606 - Train: 34.83% [435750/1251000] [348.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.002196] [CE 5.001 (4.761)] [KD 6.136 (5.856)] +2024-10-12 17:01:10,147 - Train: 34.84% [435800/1251000] [348.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002196] [CE 4.074 (4.759)] [KD 5.577 (5.829)] +2024-10-12 17:01:17,764 - Train: 34.84% [435850/1251000] [348.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002196] [CE 4.533 (4.681)] [KD 5.608 (5.743)] +2024-10-12 17:01:25,374 - Train: 34.84% [435900/1251000] [348.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002196] [CE 4.578 (4.709)] [KD 5.957 (5.878)] +2024-10-12 17:01:33,136 - Train: 34.85% [435950/1251000] [348.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.002195] [CE 4.446 (4.741)] [KD 5.790 (5.858)] +2024-10-12 17:01:40,707 - Train: 34.85% [436000/1251000] [348.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002195] [CE 4.344 (4.722)] [KD 5.934 (5.828)] +2024-10-12 17:01:48,427 - Train: 34.86% [436050/1251000] [348.6/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.002195] [CE 4.536 (4.767)] [KD 5.811 (5.989)] +2024-10-12 17:01:55,891 - Train: 34.86% [436100/1251000] [348.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002195] [CE 4.707 (4.791)] [KD 5.928 (5.950)] +2024-10-12 17:02:03,361 - Train: 34.86% [436150/1251000] [348.6/1000.0] [batch_t 0.151 (0.149)] [data_t 0.007] [optim_t 0.144] [lr 0.002195] [CE 4.561 (4.792)] [KD 5.980 (5.906)] +2024-10-12 17:02:10,989 - Train: 34.87% [436200/1251000] [348.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.002195] [CE 4.665 (4.780)] [KD 6.105 (5.966)] +2024-10-12 17:02:18,575 - Train: 34.87% [436250/1251000] [348.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002194] [CE 5.113 (4.696)] [KD 6.129 (5.863)] +2024-10-12 17:02:26,402 - Train: 34.88% [436300/1251000] [348.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.002194] [CE 4.250 (4.726)] [KD 5.491 (5.865)] +2024-10-12 17:02:34,138 - Train: 34.88% [436350/1251000] [348.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.002194] [CE 4.690 (4.827)] [KD 5.784 (5.933)] +2024-10-12 17:02:41,652 - Train: 34.88% [436400/1251000] [348.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002194] [CE 5.049 (4.789)] [KD 6.154 (5.954)] +2024-10-12 17:02:49,372 - Train: 34.89% [436450/1251000] [348.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002194] [CE 4.615 (4.793)] [KD 5.683 (5.895)] +2024-10-12 17:02:57,003 - Train: 34.89% [436500/1251000] [348.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002194] [CE 4.999 (4.793)] [KD 5.899 (5.881)] +2024-10-12 17:03:04,690 - Train: 34.90% [436550/1251000] [349.0/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002193] [CE 5.049 (4.759)] [KD 5.836 (5.943)] +2024-10-12 17:03:18,054 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 30111] [top5_cnt 41657] [top_all 50000] +2024-10-12 17:03:18,054 - net: 60.222 (83.314) +2024-10-12 17:03:23,845 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 34832] [top5_cnt 44619] [top_all 50000] +2024-10-12 17:03:23,845 - net_E: 69.664 (89.238) +2024-10-12 17:03:23,979 - Max [top1: 63.446 (epoch: 338)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 17:03:23,980 - ==> Total time: 19:16:15 Eta: 1 day, 11:56:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 17:03:26,267 - Train: 34.90% [436600/1251000] [349.0/1000.0] [batch_t 0.603 (0.603)] [data_t 0.442] [optim_t 0.161] [lr 0.002193] [CE 4.335 (4.335)] [KD 5.742 (5.742)] +2024-10-12 17:03:33,779 - Train: 34.90% [436650/1251000] [349.0/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.002193] [CE 4.510 (4.802)] [KD 5.801 (5.871)] +2024-10-12 17:03:41,354 - Train: 34.91% [436700/1251000] [349.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002193] [CE 4.704 (4.720)] [KD 5.952 (5.839)] +2024-10-12 17:03:49,151 - Train: 34.91% [436750/1251000] [349.1/1000.0] [batch_t 0.156 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.002193] [CE 4.050 (4.663)] [KD 5.542 (5.739)] +2024-10-12 17:03:56,856 - Train: 34.92% [436800/1251000] [349.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002193] [CE 4.816 (4.846)] [KD 5.833 (5.966)] +2024-10-12 17:04:04,361 - Train: 34.92% [436850/1251000] [349.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.002192] [CE 4.712 (4.730)] [KD 5.608 (5.865)] +2024-10-12 17:04:11,966 - Train: 34.92% [436900/1251000] [349.2/1000.0] [batch_t 0.156 (0.152)] [data_t 0.006] [optim_t 0.150] [lr 0.002192] [CE 4.809 (4.746)] [KD 5.876 (5.907)] +2024-10-12 17:04:19,607 - Train: 34.93% [436950/1251000] [349.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.145] [lr 0.002192] [CE 4.746 (4.722)] [KD 5.958 (5.864)] +2024-10-12 17:04:27,142 - Train: 34.93% [437000/1251000] [349.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002192] [CE 4.858 (4.756)] [KD 6.003 (5.946)] +2024-10-12 17:04:34,853 - Train: 34.94% [437050/1251000] [349.4/1000.0] [batch_t 0.155 (0.154)] [data_t 0.006] [optim_t 0.150] [lr 0.002192] [CE 4.771 (4.669)] [KD 6.171 (5.851)] +2024-10-12 17:04:42,695 - Train: 34.94% [437100/1251000] [349.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.002192] [CE 4.656 (4.715)] [KD 5.940 (5.854)] +2024-10-12 17:04:50,524 - Train: 34.94% [437150/1251000] [349.4/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002192] [CE 4.664 (4.767)] [KD 5.557 (5.872)] +2024-10-12 17:04:58,265 - Train: 34.95% [437200/1251000] [349.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.002191] [CE 5.113 (4.829)] [KD 6.074 (5.902)] +2024-10-12 17:05:05,874 - Train: 34.95% [437250/1251000] [349.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.006] [optim_t 0.146] [lr 0.002191] [CE 4.986 (4.756)] [KD 5.719 (5.865)] +2024-10-12 17:05:13,446 - Train: 34.96% [437300/1251000] [349.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002191] [CE 5.030 (4.765)] [KD 6.033 (5.855)] +2024-10-12 17:05:20,915 - Train: 34.96% [437350/1251000] [349.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002191] [CE 5.249 (4.763)] [KD 5.891 (5.871)] +2024-10-12 17:05:28,617 - Train: 34.96% [437400/1251000] [349.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002191] [CE 4.838 (4.701)] [KD 6.068 (5.860)] +2024-10-12 17:05:36,431 - Train: 34.97% [437450/1251000] [349.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.002191] [CE 5.123 (4.743)] [KD 6.198 (5.886)] +2024-10-12 17:05:44,005 - Train: 34.97% [437500/1251000] [349.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002190] [CE 4.737 (4.787)] [KD 5.756 (5.888)] +2024-10-12 17:05:51,630 - Train: 34.98% [437550/1251000] [349.8/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.002190] [CE 5.380 (4.785)] [KD 6.167 (5.924)] +2024-10-12 17:05:59,336 - Train: 34.98% [437600/1251000] [349.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002190] [CE 4.444 (4.784)] [KD 5.819 (5.983)] +2024-10-12 17:06:06,951 - Train: 34.98% [437650/1251000] [349.8/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.002190] [CE 4.357 (4.762)] [KD 5.896 (5.873)] +2024-10-12 17:06:14,374 - Train: 34.99% [437700/1251000] [349.9/1000.0] [batch_t 0.152 (0.148)] [data_t 0.003] [optim_t 0.149] [lr 0.002190] [CE 4.777 (4.777)] [KD 5.731 (5.910)] +2024-10-12 17:06:21,811 - Train: 34.99% [437750/1251000] [349.9/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.002190] [CE 5.084 (4.737)] [KD 6.043 (5.902)] +2024-10-12 17:06:29,344 - Train: 35.00% [437800/1251000] [350.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002189] [CE 4.769 (4.784)] [KD 5.696 (5.883)] +2024-10-12 17:06:36,959 - Train: 35.00% [437850/1251000] [350.0/1000.0] [batch_t 0.235 (0.152)] [data_t 0.004] [optim_t 0.231] [lr 0.002189] [CE 4.963 (4.799)] [KD 6.078 (5.908)] +2024-10-12 17:06:42,621 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 31108] [top5_cnt 42286] [top_all 50000] +2024-10-12 17:06:42,622 - net: 62.216 (84.572) +2024-10-12 17:06:48,451 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34834] [top5_cnt 44625] [top_all 50000] +2024-10-12 17:06:48,452 - net_E: 69.668 (89.250) +2024-10-12 17:06:48,623 - Max [top1: 63.446 (epoch: 338)] [top1-ema: 69.708 (epoch: 328)] +2024-10-12 17:06:48,623 - ==> Total time: 19:19:39 Eta: 1 day, 11:53:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 17:06:58,380 - Train: 35.00% [437900/1251000] [350.0/1000.0] [batch_t 0.149 (0.166)] [data_t 0.005] [optim_t 0.144] [lr 0.002189] [CE 4.881 (4.715)] [KD 5.772 (5.767)] +2024-10-12 17:07:05,907 - Train: 35.01% [437950/1251000] [350.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.002] [optim_t 0.149] [lr 0.002189] [CE 4.944 (4.767)] [KD 5.930 (5.826)] +2024-10-12 17:07:13,568 - Train: 35.01% [438000/1251000] [350.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.002189] [CE 4.532 (4.735)] [KD 5.551 (5.793)] +2024-10-12 17:07:21,058 - Train: 35.02% [438050/1251000] [350.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002189] [CE 5.188 (4.806)] [KD 6.351 (5.804)] +2024-10-12 17:07:28,566 - Train: 35.02% [438100/1251000] [350.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002188] [CE 5.021 (4.802)] [KD 6.151 (5.876)] +2024-10-12 17:07:36,125 - Train: 35.02% [438150/1251000] [350.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.002188] [CE 4.332 (4.703)] [KD 5.910 (5.731)] +2024-10-12 17:07:43,832 - Train: 35.03% [438200/1251000] [350.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002188] [CE 4.729 (4.786)] [KD 5.698 (5.760)] +2024-10-12 17:07:51,480 - Train: 35.03% [438250/1251000] [350.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.002188] [CE 4.966 (4.775)] [KD 5.729 (5.816)] +2024-10-12 17:07:59,418 - Train: 35.04% [438300/1251000] [350.4/1000.0] [batch_t 0.146 (0.159)] [data_t 0.005] [optim_t 0.141] [lr 0.002188] [CE 4.780 (4.722)] [KD 5.708 (5.802)] +2024-10-12 17:08:06,983 - Train: 35.04% [438350/1251000] [350.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002188] [CE 4.660 (4.737)] [KD 5.942 (5.889)] +2024-10-12 17:08:14,674 - Train: 35.04% [438400/1251000] [350.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.002187] [CE 5.034 (4.772)] [KD 6.140 (5.895)] +2024-10-12 17:08:22,429 - Train: 35.05% [438450/1251000] [350.5/1000.0] [batch_t 0.155 (0.155)] [data_t 0.003] [optim_t 0.152] [lr 0.002187] [CE 5.169 (4.766)] [KD 6.124 (5.859)] +2024-10-12 17:08:30,066 - Train: 35.05% [438500/1251000] [350.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002187] [CE 4.624 (4.734)] [KD 5.990 (5.807)] +2024-10-12 17:08:37,581 - Train: 35.06% [438550/1251000] [350.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002187] [CE 5.066 (4.791)] [KD 6.014 (5.852)] +2024-10-12 17:08:45,225 - Train: 35.06% [438600/1251000] [350.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002187] [CE 4.429 (4.753)] [KD 5.458 (5.922)] +2024-10-12 17:08:52,708 - Train: 35.06% [438650/1251000] [350.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.008] [optim_t 0.143] [lr 0.002187] [CE 4.838 (4.725)] [KD 5.946 (5.842)] +2024-10-12 17:09:00,599 - Train: 35.07% [438700/1251000] [350.7/1000.0] [batch_t 0.152 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.002186] [CE 4.786 (4.762)] [KD 6.013 (5.876)] +2024-10-12 17:09:08,421 - Train: 35.07% [438750/1251000] [350.7/1000.0] [batch_t 0.160 (0.156)] [data_t 0.006] [optim_t 0.154] [lr 0.002186] [CE 4.982 (4.807)] [KD 6.010 (5.905)] +2024-10-12 17:09:15,906 - Train: 35.08% [438800/1251000] [350.8/1000.0] [batch_t 0.154 (0.150)] [data_t 0.006] [optim_t 0.148] [lr 0.002186] [CE 4.429 (4.751)] [KD 5.645 (5.859)] +2024-10-12 17:09:23,500 - Train: 35.08% [438850/1251000] [350.8/1000.0] [batch_t 0.268 (0.152)] [data_t 0.004] [optim_t 0.264] [lr 0.002186] [CE 4.531 (4.832)] [KD 5.481 (5.947)] +2024-10-12 17:09:31,247 - Train: 35.08% [438900/1251000] [350.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.002186] [CE 4.943 (4.784)] [KD 5.684 (5.875)] +2024-10-12 17:09:38,756 - Train: 35.09% [438950/1251000] [350.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.002186] [CE 5.037 (4.747)] [KD 5.943 (5.800)] +2024-10-12 17:09:46,526 - Train: 35.09% [439000/1251000] [350.9/1000.0] [batch_t 0.155 (0.155)] [data_t 0.006] [optim_t 0.149] [lr 0.002185] [CE 4.593 (4.738)] [KD 5.803 (5.813)] +2024-10-12 17:09:54,177 - Train: 35.10% [439050/1251000] [351.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002185] [CE 4.771 (4.759)] [KD 5.769 (5.865)] +2024-10-12 17:10:01,556 - Train: 35.10% [439100/1251000] [351.0/1000.0] [batch_t 0.139 (0.147)] [data_t 0.003] [optim_t 0.136] [lr 0.002185] [CE 4.755 (4.763)] [KD 5.759 (5.936)] +2024-10-12 17:10:07,459 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 31731] [top5_cnt 42714] [top_all 50000] +2024-10-12 17:10:07,459 - net: 63.462 (85.428) +2024-10-12 17:10:13,303 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 34856] [top5_cnt 44593] [top_all 50000] +2024-10-12 17:10:13,303 - net_E: 69.712 (89.186) +2024-10-12 17:10:13,486 - Max [top1: 63.462 (epoch: 351)] [top1-ema: 69.712 (epoch: 351)] +2024-10-12 17:10:13,487 - ==> Total time: 19:23:04 Eta: 1 day, 11:50:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 17:10:24,309 - Train: 35.10% [439150/1251000] [351.0/1000.0] [batch_t 0.149 (0.162)] [data_t 0.005] [optim_t 0.144] [lr 0.002185] [CE 4.916 (4.633)] [KD 5.782 (5.757)] +2024-10-12 17:10:31,779 - Train: 35.11% [439200/1251000] [351.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.002185] [CE 5.049 (4.676)] [KD 5.841 (5.834)] +2024-10-12 17:10:39,541 - Train: 35.11% [439250/1251000] [351.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.002185] [CE 4.833 (4.760)] [KD 5.750 (5.820)] +2024-10-12 17:10:47,169 - Train: 35.12% [439300/1251000] [351.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002184] [CE 4.843 (4.763)] [KD 5.793 (5.820)] +2024-10-12 17:10:54,961 - Train: 35.12% [439350/1251000] [351.2/1000.0] [batch_t 0.158 (0.156)] [data_t 0.005] [optim_t 0.153] [lr 0.002184] [CE 4.823 (4.746)] [KD 5.857 (5.820)] +2024-10-12 17:11:02,749 - Train: 35.12% [439400/1251000] [351.2/1000.0] [batch_t 0.156 (0.156)] [data_t 0.006] [optim_t 0.150] [lr 0.002184] [CE 5.207 (4.752)] [KD 6.159 (5.861)] +2024-10-12 17:11:10,265 - Train: 35.13% [439450/1251000] [351.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002184] [CE 4.679 (4.774)] [KD 5.832 (5.891)] +2024-10-12 17:11:17,750 - Train: 35.13% [439500/1251000] [351.3/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002184] [CE 4.312 (4.718)] [KD 5.977 (5.817)] +2024-10-12 17:11:25,512 - Train: 35.14% [439550/1251000] [351.4/1000.0] [batch_t 0.144 (0.155)] [data_t 0.005] [optim_t 0.139] [lr 0.002184] [CE 4.985 (4.785)] [KD 5.672 (5.898)] +2024-10-12 17:11:32,946 - Train: 35.14% [439600/1251000] [351.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002183] [CE 4.477 (4.734)] [KD 5.829 (5.776)] +2024-10-12 17:11:40,452 - Train: 35.14% [439650/1251000] [351.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002183] [CE 4.422 (4.737)] [KD 5.674 (5.856)] +2024-10-12 17:11:48,151 - Train: 35.15% [439700/1251000] [351.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002183] [CE 5.196 (4.722)] [KD 6.063 (5.836)] +2024-10-12 17:11:55,835 - Train: 35.15% [439750/1251000] [351.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002183] [CE 3.964 (4.793)] [KD 5.384 (5.861)] +2024-10-12 17:12:03,581 - Train: 35.16% [439800/1251000] [351.6/1000.0] [batch_t 0.292 (0.155)] [data_t 0.003] [optim_t 0.289] [lr 0.002183] [CE 5.068 (4.764)] [KD 6.038 (5.795)] +2024-10-12 17:12:11,108 - Train: 35.16% [439850/1251000] [351.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002183] [CE 4.877 (4.744)] [KD 5.927 (5.812)] +2024-10-12 17:12:18,553 - Train: 35.16% [439900/1251000] [351.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.002182] [CE 4.754 (4.750)] [KD 5.694 (5.845)] +2024-10-12 17:12:26,139 - Train: 35.17% [439950/1251000] [351.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002182] [CE 4.822 (4.724)] [KD 5.875 (5.914)] +2024-10-12 17:12:33,844 - Train: 35.17% [440000/1251000] [351.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.002182] [CE 4.536 (4.800)] [KD 6.098 (6.005)] +2024-10-12 17:12:41,458 - Train: 35.18% [440050/1251000] [351.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.002182] [CE 4.426 (4.740)] [KD 5.794 (5.929)] +2024-10-12 17:12:49,104 - Train: 35.18% [440100/1251000] [351.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.145] [lr 0.002182] [CE 4.774 (4.737)] [KD 5.884 (5.849)] +2024-10-12 17:12:56,724 - Train: 35.18% [440150/1251000] [351.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.002182] [CE 4.916 (4.751)] [KD 5.949 (5.885)] +2024-10-12 17:13:04,514 - Train: 35.19% [440200/1251000] [351.9/1000.0] [batch_t 0.153 (0.156)] [data_t 0.006] [optim_t 0.147] [lr 0.002181] [CE 4.711 (4.690)] [KD 5.439 (5.787)] +2024-10-12 17:13:12,126 - Train: 35.19% [440250/1251000] [351.9/1000.0] [batch_t 0.157 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.002181] [CE 4.557 (4.712)] [KD 5.536 (5.878)] +2024-10-12 17:13:19,639 - Train: 35.20% [440300/1251000] [352.0/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.146] [lr 0.002181] [CE 4.604 (4.733)] [KD 5.806 (5.888)] +2024-10-12 17:13:27,018 - Train: 35.20% [440350/1251000] [352.0/1000.0] [batch_t 0.138 (0.147)] [data_t 0.004] [optim_t 0.134] [lr 0.002181] [CE 4.517 (4.790)] [KD 6.033 (6.007)] +2024-10-12 17:13:33,070 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 30693] [top5_cnt 42012] [top_all 50000] +2024-10-12 17:13:33,070 - net: 61.386 (84.024) +2024-10-12 17:13:39,085 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34896] [top5_cnt 44640] [top_all 50000] +2024-10-12 17:13:39,086 - net_E: 69.792 (89.280) +2024-10-12 17:13:39,243 - Max [top1: 63.462 (epoch: 351)] [top1-ema: 69.792 (epoch: 352)] +2024-10-12 17:13:39,244 - ==> Total time: 19:26:30 Eta: 1 day, 11:47:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 17:13:49,592 - Train: 35.20% [440400/1251000] [352.0/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.002181] [CE 4.738 (4.690)] [KD 5.966 (5.875)] +2024-10-12 17:13:57,213 - Train: 35.21% [440450/1251000] [352.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.002181] [CE 4.897 (4.723)] [KD 5.865 (5.859)] +2024-10-12 17:14:04,734 - Train: 35.21% [440500/1251000] [352.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002180] [CE 4.688 (4.758)] [KD 5.871 (5.828)] +2024-10-12 17:14:12,566 - Train: 35.22% [440550/1251000] [352.2/1000.0] [batch_t 0.154 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.002180] [CE 5.022 (4.760)] [KD 5.685 (5.903)] +2024-10-12 17:14:20,179 - Train: 35.22% [440600/1251000] [352.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002180] [CE 4.810 (4.820)] [KD 5.867 (5.815)] +2024-10-12 17:14:27,788 - Train: 35.22% [440650/1251000] [352.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002180] [CE 5.080 (4.826)] [KD 5.865 (5.816)] +2024-10-12 17:14:35,363 - Train: 35.23% [440700/1251000] [352.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002180] [CE 4.801 (4.749)] [KD 5.647 (5.864)] +2024-10-12 17:14:42,858 - Train: 35.23% [440750/1251000] [352.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002180] [CE 4.985 (4.731)] [KD 5.854 (5.925)] +2024-10-12 17:14:50,616 - Train: 35.24% [440800/1251000] [352.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.002179] [CE 4.841 (4.731)] [KD 5.718 (5.903)] +2024-10-12 17:14:58,232 - Train: 35.24% [440850/1251000] [352.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002179] [CE 4.587 (4.669)] [KD 5.853 (5.862)] +2024-10-12 17:15:05,905 - Train: 35.24% [440900/1251000] [352.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002179] [CE 4.714 (4.759)] [KD 5.742 (5.770)] +2024-10-12 17:15:13,719 - Train: 35.25% [440950/1251000] [352.5/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.002179] [CE 4.802 (4.743)] [KD 5.938 (5.794)] +2024-10-12 17:15:21,341 - Train: 35.25% [441000/1251000] [352.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002179] [CE 4.362 (4.790)] [KD 5.451 (5.859)] +2024-10-12 17:15:28,859 - Train: 35.26% [441050/1251000] [352.6/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.002179] [CE 5.179 (4.689)] [KD 6.110 (5.841)] +2024-10-12 17:15:36,518 - Train: 35.26% [441100/1251000] [352.6/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.154] [lr 0.002178] [CE 4.487 (4.768)] [KD 5.924 (5.816)] +2024-10-12 17:15:44,305 - Train: 35.26% [441150/1251000] [352.6/1000.0] [batch_t 0.155 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.002178] [CE 4.795 (4.751)] [KD 5.839 (5.847)] +2024-10-12 17:15:51,970 - Train: 35.27% [441200/1251000] [352.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.002] [optim_t 0.148] [lr 0.002178] [CE 4.864 (4.713)] [KD 6.006 (5.914)] +2024-10-12 17:15:59,770 - Train: 35.27% [441250/1251000] [352.7/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.002178] [CE 4.977 (4.802)] [KD 5.864 (5.862)] +2024-10-12 17:16:07,279 - Train: 35.28% [441300/1251000] [352.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002178] [CE 4.906 (4.759)] [KD 5.785 (5.914)] +2024-10-12 17:16:14,760 - Train: 35.28% [441350/1251000] [352.8/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.002178] [CE 5.024 (4.672)] [KD 5.979 (5.866)] +2024-10-12 17:16:22,341 - Train: 35.28% [441400/1251000] [352.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002177] [CE 4.885 (4.852)] [KD 5.936 (5.911)] +2024-10-12 17:16:30,166 - Train: 35.29% [441450/1251000] [352.9/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.002177] [CE 5.133 (4.807)] [KD 5.854 (5.889)] +2024-10-12 17:16:37,905 - Train: 35.29% [441500/1251000] [352.9/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.002177] [CE 4.968 (4.745)] [KD 5.866 (5.865)] +2024-10-12 17:16:45,440 - Train: 35.30% [441550/1251000] [353.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002177] [CE 4.783 (4.860)] [KD 5.940 (5.945)] +2024-10-12 17:16:52,804 - Train: 35.30% [441600/1251000] [353.0/1000.0] [batch_t 0.141 (0.147)] [data_t 0.003] [optim_t 0.138] [lr 0.002177] [CE 4.513 (4.725)] [KD 5.798 (5.873)] +2024-10-12 17:16:59,083 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 32004] [top5_cnt 42939] [top_all 50000] +2024-10-12 17:16:59,084 - net: 64.008 (85.878) +2024-10-12 17:17:04,858 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 34861] [top5_cnt 44642] [top_all 50000] +2024-10-12 17:17:04,858 - net_E: 69.722 (89.284) +2024-10-12 17:17:05,005 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.792 (epoch: 352)] +2024-10-12 17:17:05,005 - ==> Total time: 19:29:56 Eta: 1 day, 11:44:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 17:17:15,600 - Train: 35.30% [441650/1251000] [353.0/1000.0] [batch_t 0.148 (0.157)] [data_t 0.007] [optim_t 0.141] [lr 0.002177] [CE 5.139 (4.707)] [KD 5.867 (5.783)] +2024-10-12 17:17:23,065 - Train: 35.31% [441700/1251000] [353.1/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.002176] [CE 4.494 (4.690)] [KD 5.931 (5.742)] +2024-10-12 17:17:30,842 - Train: 35.31% [441750/1251000] [353.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.002176] [CE 5.001 (4.742)] [KD 5.829 (5.784)] +2024-10-12 17:17:38,619 - Train: 35.32% [441800/1251000] [353.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.002176] [CE 5.153 (4.799)] [KD 6.083 (5.843)] +2024-10-12 17:17:46,293 - Train: 35.32% [441850/1251000] [353.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002176] [CE 4.821 (4.709)] [KD 5.711 (5.811)] +2024-10-12 17:17:53,888 - Train: 35.32% [441900/1251000] [353.2/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.002176] [CE 5.044 (4.725)] [KD 5.602 (5.791)] +2024-10-12 17:18:01,610 - Train: 35.33% [441950/1251000] [353.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.002] [optim_t 0.150] [lr 0.002176] [CE 4.664 (4.732)] [KD 5.561 (5.785)] +2024-10-12 17:18:09,080 - Train: 35.33% [442000/1251000] [353.3/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002175] [CE 4.837 (4.787)] [KD 5.673 (5.892)] +2024-10-12 17:18:16,613 - Train: 35.34% [442050/1251000] [353.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002175] [CE 4.568 (4.772)] [KD 5.560 (5.884)] +2024-10-12 17:18:24,275 - Train: 35.34% [442100/1251000] [353.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002175] [CE 4.174 (4.769)] [KD 5.673 (5.820)] +2024-10-12 17:18:31,707 - Train: 35.34% [442150/1251000] [353.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.002175] [CE 4.852 (4.741)] [KD 6.177 (5.836)] +2024-10-12 17:18:39,382 - Train: 35.35% [442200/1251000] [353.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002175] [CE 4.947 (4.789)] [KD 5.790 (5.898)] +2024-10-12 17:18:46,897 - Train: 35.35% [442250/1251000] [353.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.002175] [CE 4.831 (4.798)] [KD 6.018 (5.833)] +2024-10-12 17:18:54,494 - Train: 35.36% [442300/1251000] [353.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002174] [CE 4.734 (4.699)] [KD 6.101 (5.870)] +2024-10-12 17:19:02,299 - Train: 35.36% [442350/1251000] [353.6/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002174] [CE 4.492 (4.772)] [KD 5.588 (5.965)] +2024-10-12 17:19:09,760 - Train: 35.36% [442400/1251000] [353.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002174] [CE 4.564 (4.833)] [KD 5.694 (5.930)] +2024-10-12 17:19:17,283 - Train: 35.37% [442450/1251000] [353.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002174] [CE 4.744 (4.801)] [KD 6.087 (5.819)] +2024-10-12 17:19:24,962 - Train: 35.37% [442500/1251000] [353.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002174] [CE 4.938 (4.742)] [KD 5.898 (5.811)] +2024-10-12 17:19:32,409 - Train: 35.38% [442550/1251000] [353.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002174] [CE 4.854 (4.720)] [KD 5.798 (5.865)] +2024-10-12 17:19:40,022 - Train: 35.38% [442600/1251000] [353.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002173] [CE 4.383 (4.781)] [KD 5.838 (5.880)] +2024-10-12 17:19:47,712 - Train: 35.38% [442650/1251000] [353.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002173] [CE 4.816 (4.731)] [KD 6.052 (5.894)] +2024-10-12 17:19:55,288 - Train: 35.39% [442700/1251000] [353.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002173] [CE 5.046 (4.813)] [KD 6.041 (5.884)] +2024-10-12 17:20:02,852 - Train: 35.39% [442750/1251000] [353.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002173] [CE 5.338 (4.876)] [KD 6.393 (5.953)] +2024-10-12 17:20:10,562 - Train: 35.40% [442800/1251000] [354.0/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.002173] [CE 4.664 (4.671)] [KD 5.678 (5.744)] +2024-10-12 17:20:17,937 - Train: 35.40% [442850/1251000] [354.0/1000.0] [batch_t 0.140 (0.147)] [data_t 0.004] [optim_t 0.136] [lr 0.002173] [CE 5.082 (4.712)] [KD 5.861 (5.731)] +2024-10-12 17:20:24,110 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 31653] [top5_cnt 42736] [top_all 50000] +2024-10-12 17:20:24,111 - net: 63.306 (85.472) +2024-10-12 17:20:29,986 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34845] [top5_cnt 44663] [top_all 50000] +2024-10-12 17:20:29,987 - net_E: 69.690 (89.326) +2024-10-12 17:20:30,125 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.792 (epoch: 352)] +2024-10-12 17:20:30,125 - ==> Total time: 19:33:21 Eta: 1 day, 11:41:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 17:20:39,095 - Train: 35.40% [442900/1251000] [354.0/1000.0] [batch_t 0.148 (0.162)] [data_t 0.003] [optim_t 0.146] [lr 0.002172] [CE 4.096 (4.745)] [KD 5.786 (5.722)] +2024-10-12 17:20:46,841 - Train: 35.41% [442950/1251000] [354.1/1000.0] [batch_t 0.155 (0.155)] [data_t 0.008] [optim_t 0.147] [lr 0.002172] [CE 4.990 (4.688)] [KD 6.045 (5.722)] +2024-10-12 17:20:54,427 - Train: 35.41% [443000/1251000] [354.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002172] [CE 5.020 (4.731)] [KD 5.861 (5.739)] +2024-10-12 17:21:01,912 - Train: 35.42% [443050/1251000] [354.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.002172] [CE 4.595 (4.677)] [KD 5.744 (5.703)] +2024-10-12 17:21:09,755 - Train: 35.42% [443100/1251000] [354.2/1000.0] [batch_t 0.294 (0.157)] [data_t 0.005] [optim_t 0.289] [lr 0.002172] [CE 4.607 (4.710)] [KD 5.824 (5.761)] +2024-10-12 17:21:17,449 - Train: 35.42% [443150/1251000] [354.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.002172] [CE 5.013 (4.805)] [KD 6.198 (5.799)] +2024-10-12 17:21:25,128 - Train: 35.43% [443200/1251000] [354.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.002171] [CE 5.009 (4.738)] [KD 5.984 (5.854)] +2024-10-12 17:21:32,628 - Train: 35.43% [443250/1251000] [354.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.002171] [CE 4.231 (4.689)] [KD 5.587 (5.894)] +2024-10-12 17:21:40,416 - Train: 35.44% [443300/1251000] [354.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.002171] [CE 4.788 (4.806)] [KD 5.601 (5.923)] +2024-10-12 17:21:48,154 - Train: 35.44% [443350/1251000] [354.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.002171] [CE 4.521 (4.758)] [KD 5.684 (5.847)] +2024-10-12 17:21:55,977 - Train: 35.44% [443400/1251000] [354.4/1000.0] [batch_t 0.147 (0.156)] [data_t 0.006] [optim_t 0.141] [lr 0.002171] [CE 4.856 (4.759)] [KD 5.837 (5.879)] +2024-10-12 17:22:03,549 - Train: 35.45% [443450/1251000] [354.5/1000.0] [batch_t 0.160 (0.151)] [data_t 0.005] [optim_t 0.156] [lr 0.002171] [CE 4.087 (4.704)] [KD 5.550 (5.799)] +2024-10-12 17:22:11,410 - Train: 35.45% [443500/1251000] [354.5/1000.0] [batch_t 0.156 (0.157)] [data_t 0.004] [optim_t 0.152] [lr 0.002170] [CE 4.503 (4.772)] [KD 5.419 (5.855)] +2024-10-12 17:22:19,205 - Train: 35.46% [443550/1251000] [354.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.002170] [CE 4.729 (4.784)] [KD 5.832 (5.954)] +2024-10-12 17:22:26,869 - Train: 35.46% [443600/1251000] [354.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002170] [CE 4.361 (4.739)] [KD 5.926 (5.867)] +2024-10-12 17:22:34,346 - Train: 35.46% [443650/1251000] [354.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002170] [CE 4.880 (4.820)] [KD 6.041 (5.960)] +2024-10-12 17:22:41,922 - Train: 35.47% [443700/1251000] [354.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002170] [CE 4.437 (4.735)] [KD 6.015 (5.867)] +2024-10-12 17:22:49,619 - Train: 35.47% [443750/1251000] [354.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.002170] [CE 4.635 (4.753)] [KD 5.272 (5.807)] +2024-10-12 17:22:57,319 - Train: 35.48% [443800/1251000] [354.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002169] [CE 4.964 (4.737)] [KD 5.845 (5.765)] +2024-10-12 17:23:04,850 - Train: 35.48% [443850/1251000] [354.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002169] [CE 4.860 (4.790)] [KD 5.885 (5.800)] +2024-10-12 17:23:12,373 - Train: 35.48% [443900/1251000] [354.8/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002169] [CE 4.735 (4.831)] [KD 5.886 (5.920)] +2024-10-12 17:23:20,210 - Train: 35.49% [443950/1251000] [354.9/1000.0] [batch_t 0.155 (0.157)] [data_t 0.005] [optim_t 0.150] [lr 0.002169] [CE 4.710 (4.796)] [KD 5.867 (5.803)] +2024-10-12 17:23:27,631 - Train: 35.49% [444000/1251000] [354.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002169] [CE 4.498 (4.766)] [KD 5.914 (5.942)] +2024-10-12 17:23:35,243 - Train: 35.50% [444050/1251000] [355.0/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002168] [CE 4.596 (4.751)] [KD 5.802 (5.837)] +2024-10-12 17:23:42,610 - Train: 35.50% [444100/1251000] [355.0/1000.0] [batch_t 0.140 (0.147)] [data_t 0.005] [optim_t 0.135] [lr 0.002168] [CE 4.710 (4.756)] [KD 5.895 (5.895)] +2024-10-12 17:23:49,265 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.110)] [top1_cnt 29085] [top5_cnt 40711] [top_all 50000] +2024-10-12 17:23:49,266 - net: 58.170 (81.422) +2024-10-12 17:23:55,243 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 34827] [top5_cnt 44667] [top_all 50000] +2024-10-12 17:23:55,243 - net_E: 69.654 (89.334) +2024-10-12 17:23:55,419 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.792 (epoch: 352)] +2024-10-12 17:23:55,420 - ==> Total time: 19:36:46 Eta: 1 day, 11:38:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 17:24:04,442 - Train: 35.50% [444150/1251000] [355.0/1000.0] [batch_t 0.144 (0.163)] [data_t 0.004] [optim_t 0.140] [lr 0.002168] [CE 4.794 (4.747)] [KD 6.000 (5.760)] +2024-10-12 17:24:12,247 - Train: 35.51% [444200/1251000] [355.1/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.002168] [CE 5.336 (4.771)] [KD 6.282 (5.851)] +2024-10-12 17:24:19,889 - Train: 35.51% [444250/1251000] [355.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.002168] [CE 4.647 (4.717)] [KD 5.600 (5.796)] +2024-10-12 17:24:27,406 - Train: 35.52% [444300/1251000] [355.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.002168] [CE 4.378 (4.640)] [KD 5.694 (5.641)] +2024-10-12 17:24:35,086 - Train: 35.52% [444350/1251000] [355.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002167] [CE 5.102 (4.735)] [KD 5.716 (5.721)] +2024-10-12 17:24:42,735 - Train: 35.52% [444400/1251000] [355.2/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.002167] [CE 4.520 (4.701)] [KD 5.534 (5.806)] +2024-10-12 17:24:50,337 - Train: 35.53% [444450/1251000] [355.3/1000.0] [batch_t 0.157 (0.152)] [data_t 0.006] [optim_t 0.151] [lr 0.002167] [CE 4.571 (4.692)] [KD 5.919 (5.830)] +2024-10-12 17:24:57,964 - Train: 35.53% [444500/1251000] [355.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002167] [CE 4.709 (4.712)] [KD 6.112 (5.783)] +2024-10-12 17:25:05,581 - Train: 35.54% [444550/1251000] [355.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002167] [CE 4.176 (4.747)] [KD 5.181 (5.806)] +2024-10-12 17:25:13,336 - Train: 35.54% [444600/1251000] [355.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.002167] [CE 3.797 (4.658)] [KD 5.322 (5.721)] +2024-10-12 17:25:20,815 - Train: 35.54% [444650/1251000] [355.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002166] [CE 4.635 (4.747)] [KD 5.751 (5.813)] +2024-10-12 17:25:28,215 - Train: 35.55% [444700/1251000] [355.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002166] [CE 5.032 (4.768)] [KD 6.013 (5.937)] +2024-10-12 17:25:35,683 - Train: 35.55% [444750/1251000] [355.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002166] [CE 4.377 (4.732)] [KD 5.757 (5.825)] +2024-10-12 17:25:43,387 - Train: 35.56% [444800/1251000] [355.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.002166] [CE 5.012 (4.797)] [KD 6.121 (5.812)] +2024-10-12 17:25:51,081 - Train: 35.56% [444850/1251000] [355.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002166] [CE 4.662 (4.702)] [KD 5.531 (5.727)] +2024-10-12 17:25:58,617 - Train: 35.56% [444900/1251000] [355.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.002166] [CE 4.938 (4.747)] [KD 5.732 (5.827)] +2024-10-12 17:26:06,201 - Train: 35.57% [444950/1251000] [355.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002165] [CE 5.064 (4.759)] [KD 6.041 (5.813)] +2024-10-12 17:26:13,774 - Train: 35.57% [445000/1251000] [355.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002165] [CE 5.255 (4.760)] [KD 5.845 (5.797)] +2024-10-12 17:26:21,424 - Train: 35.58% [445050/1251000] [355.8/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.002165] [CE 5.372 (4.709)] [KD 6.080 (5.892)] +2024-10-12 17:26:28,886 - Train: 35.58% [445100/1251000] [355.8/1000.0] [batch_t 0.151 (0.149)] [data_t 0.007] [optim_t 0.144] [lr 0.002165] [CE 4.449 (4.693)] [KD 5.986 (5.812)] +2024-10-12 17:26:36,323 - Train: 35.58% [445150/1251000] [355.8/1000.0] [batch_t 0.151 (0.149)] [data_t 0.007] [optim_t 0.144] [lr 0.002165] [CE 4.824 (4.796)] [KD 5.760 (5.931)] +2024-10-12 17:26:43,980 - Train: 35.59% [445200/1251000] [355.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.007] [optim_t 0.144] [lr 0.002165] [CE 4.691 (4.740)] [KD 6.030 (5.824)] +2024-10-12 17:26:51,789 - Train: 35.59% [445250/1251000] [355.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.002164] [CE 5.071 (4.794)] [KD 5.817 (5.857)] +2024-10-12 17:26:59,406 - Train: 35.60% [445300/1251000] [356.0/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002164] [CE 4.515 (4.777)] [KD 5.631 (5.895)] +2024-10-12 17:27:07,116 - Train: 35.60% [445350/1251000] [356.0/1000.0] [batch_t 0.138 (0.154)] [data_t 0.003] [optim_t 0.135] [lr 0.002164] [CE 4.661 (4.813)] [KD 5.722 (5.823)] +2024-10-12 17:27:13,699 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 30538] [top5_cnt 41908] [top_all 50000] +2024-10-12 17:27:13,700 - net: 61.076 (83.816) +2024-10-12 17:27:19,734 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 34831] [top5_cnt 44684] [top_all 50000] +2024-10-12 17:27:19,735 - net_E: 69.662 (89.368) +2024-10-12 17:27:19,881 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.792 (epoch: 352)] +2024-10-12 17:27:19,882 - ==> Total time: 19:40:10 Eta: 1 day, 11:34:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 17:27:28,585 - Train: 35.60% [445400/1251000] [356.0/1000.0] [batch_t 0.147 (0.163)] [data_t 0.004] [optim_t 0.143] [lr 0.002164] [CE 4.971 (4.659)] [KD 5.572 (5.757)] +2024-10-12 17:27:36,153 - Train: 35.61% [445450/1251000] [356.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002164] [CE 4.979 (4.693)] [KD 6.042 (5.808)] +2024-10-12 17:27:43,628 - Train: 35.61% [445500/1251000] [356.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.002164] [CE 5.111 (4.813)] [KD 6.171 (5.879)] +2024-10-12 17:27:51,231 - Train: 35.62% [445550/1251000] [356.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002163] [CE 4.929 (4.779)] [KD 5.770 (5.895)] +2024-10-12 17:27:58,694 - Train: 35.62% [445600/1251000] [356.2/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.002163] [CE 4.413 (4.776)] [KD 5.597 (5.871)] +2024-10-12 17:28:06,568 - Train: 35.62% [445650/1251000] [356.2/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.002163] [CE 4.357 (4.699)] [KD 5.525 (5.816)] +2024-10-12 17:28:14,480 - Train: 35.63% [445700/1251000] [356.3/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.147] [lr 0.002163] [CE 5.025 (4.789)] [KD 5.860 (5.918)] +2024-10-12 17:28:21,988 - Train: 35.63% [445750/1251000] [356.3/1000.0] [batch_t 0.157 (0.150)] [data_t 0.005] [optim_t 0.152] [lr 0.002163] [CE 4.984 (4.723)] [KD 5.992 (5.847)] +2024-10-12 17:28:29,460 - Train: 35.64% [445800/1251000] [356.4/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.002163] [CE 4.350 (4.708)] [KD 5.687 (5.847)] +2024-10-12 17:28:37,208 - Train: 35.64% [445850/1251000] [356.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.002162] [CE 4.590 (4.685)] [KD 5.507 (5.731)] +2024-10-12 17:28:44,784 - Train: 35.64% [445900/1251000] [356.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002162] [CE 5.238 (4.788)] [KD 6.066 (5.802)] +2024-10-12 17:28:52,370 - Train: 35.65% [445950/1251000] [356.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.002162] [CE 4.333 (4.733)] [KD 5.649 (5.787)] +2024-10-12 17:28:59,916 - Train: 35.65% [446000/1251000] [356.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.002162] [CE 4.605 (4.720)] [KD 5.739 (5.782)] +2024-10-12 17:29:07,553 - Train: 35.66% [446050/1251000] [356.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002162] [CE 4.577 (4.794)] [KD 5.918 (5.863)] +2024-10-12 17:29:15,265 - Train: 35.66% [446100/1251000] [356.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.002162] [CE 4.495 (4.777)] [KD 5.618 (5.840)] +2024-10-12 17:29:22,928 - Train: 35.66% [446150/1251000] [356.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002161] [CE 4.666 (4.738)] [KD 6.033 (5.855)] +2024-10-12 17:29:30,500 - Train: 35.67% [446200/1251000] [356.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.002161] [CE 5.052 (4.815)] [KD 5.794 (5.854)] +2024-10-12 17:29:38,171 - Train: 35.67% [446250/1251000] [356.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.002161] [CE 4.655 (4.690)] [KD 5.927 (5.804)] +2024-10-12 17:29:45,848 - Train: 35.68% [446300/1251000] [356.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002161] [CE 4.328 (4.738)] [KD 5.649 (5.862)] +2024-10-12 17:29:53,339 - Train: 35.68% [446350/1251000] [356.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002161] [CE 5.247 (4.802)] [KD 6.091 (5.883)] +2024-10-12 17:30:00,916 - Train: 35.68% [446400/1251000] [356.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002161] [CE 5.329 (4.766)] [KD 5.612 (5.881)] +2024-10-12 17:30:08,471 - Train: 35.69% [446450/1251000] [356.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.002160] [CE 4.529 (4.712)] [KD 5.627 (5.755)] +2024-10-12 17:30:16,228 - Train: 35.69% [446500/1251000] [356.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.002160] [CE 5.215 (4.721)] [KD 5.998 (5.822)] +2024-10-12 17:30:24,244 - Train: 35.70% [446550/1251000] [357.0/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.145] [lr 0.002160] [CE 4.865 (4.707)] [KD 5.904 (5.855)] +2024-10-12 17:30:31,663 - Train: 35.70% [446600/1251000] [357.0/1000.0] [batch_t 0.142 (0.148)] [data_t 0.004] [optim_t 0.138] [lr 0.002160] [CE 4.755 (4.841)] [KD 5.867 (5.906)] +2024-10-12 17:30:38,297 - Test (net): 100.00% [50/50] [batch_t 0.031 (0.103)] [top1_cnt 31349] [top5_cnt 42511] [top_all 50000] +2024-10-12 17:30:38,298 - net: 62.698 (85.022) +2024-10-12 17:30:44,107 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 34915] [top5_cnt 44673] [top_all 50000] +2024-10-12 17:30:44,107 - net_E: 69.830 (89.346) +2024-10-12 17:30:44,308 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.830 (epoch: 357)] +2024-10-12 17:30:44,309 - ==> Total time: 19:43:35 Eta: 1 day, 11:31:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 17:30:53,598 - Train: 35.70% [446650/1251000] [357.0/1000.0] [batch_t 0.144 (0.156)] [data_t 0.005] [optim_t 0.139] [lr 0.002160] [CE 3.825 (4.674)] [KD 5.265 (5.684)] +2024-10-12 17:31:01,316 - Train: 35.71% [446700/1251000] [357.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002160] [CE 4.912 (4.761)] [KD 5.747 (5.821)] +2024-10-12 17:31:08,759 - Train: 35.71% [446750/1251000] [357.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002159] [CE 4.727 (4.795)] [KD 5.798 (5.886)] +2024-10-12 17:31:16,387 - Train: 35.72% [446800/1251000] [357.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.002159] [CE 4.798 (4.747)] [KD 5.578 (5.806)] +2024-10-12 17:31:24,291 - Train: 35.72% [446850/1251000] [357.2/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.150] [lr 0.002159] [CE 4.713 (4.765)] [KD 6.143 (5.869)] +2024-10-12 17:31:31,695 - Train: 35.72% [446900/1251000] [357.2/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002159] [CE 4.682 (4.802)] [KD 6.107 (5.974)] +2024-10-12 17:31:39,321 - Train: 35.73% [446950/1251000] [357.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002159] [CE 4.571 (4.713)] [KD 5.883 (5.869)] +2024-10-12 17:31:47,003 - Train: 35.73% [447000/1251000] [357.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.002159] [CE 4.750 (4.683)] [KD 5.907 (5.856)] +2024-10-12 17:31:54,429 - Train: 35.74% [447050/1251000] [357.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002158] [CE 4.916 (4.664)] [KD 5.567 (5.774)] +2024-10-12 17:32:02,293 - Train: 35.74% [447100/1251000] [357.4/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.002158] [CE 4.781 (4.788)] [KD 6.159 (5.900)] +2024-10-12 17:32:09,847 - Train: 35.74% [447150/1251000] [357.4/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.002158] [CE 5.095 (4.726)] [KD 5.969 (5.821)] +2024-10-12 17:32:17,326 - Train: 35.75% [447200/1251000] [357.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002158] [CE 4.408 (4.720)] [KD 5.784 (5.807)] +2024-10-12 17:32:24,785 - Train: 35.75% [447250/1251000] [357.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002158] [CE 4.838 (4.708)] [KD 5.641 (5.764)] +2024-10-12 17:32:32,335 - Train: 35.76% [447300/1251000] [357.6/1000.0] [batch_t 0.143 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.002158] [CE 5.100 (4.748)] [KD 5.954 (5.790)] +2024-10-12 17:32:39,947 - Train: 35.76% [447350/1251000] [357.6/1000.0] [batch_t 0.162 (0.152)] [data_t 0.003] [optim_t 0.159] [lr 0.002157] [CE 4.780 (4.774)] [KD 6.089 (5.890)] +2024-10-12 17:32:47,940 - Train: 35.76% [447400/1251000] [357.6/1000.0] [batch_t 0.146 (0.160)] [data_t 0.005] [optim_t 0.141] [lr 0.002157] [CE 4.479 (4.792)] [KD 5.873 (5.918)] +2024-10-12 17:32:55,385 - Train: 35.77% [447450/1251000] [357.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002157] [CE 5.151 (4.785)] [KD 6.011 (5.893)] +2024-10-12 17:33:02,852 - Train: 35.77% [447500/1251000] [357.7/1000.0] [batch_t 0.157 (0.149)] [data_t 0.004] [optim_t 0.152] [lr 0.002157] [CE 4.389 (4.716)] [KD 5.827 (5.797)] +2024-10-12 17:33:10,525 - Train: 35.78% [447550/1251000] [357.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.002157] [CE 4.949 (4.799)] [KD 6.077 (5.813)] +2024-10-12 17:33:18,086 - Train: 35.78% [447600/1251000] [357.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002157] [CE 5.086 (4.816)] [KD 6.098 (5.889)] +2024-10-12 17:33:25,662 - Train: 35.78% [447650/1251000] [357.8/1000.0] [batch_t 0.165 (0.151)] [data_t 0.004] [optim_t 0.161] [lr 0.002156] [CE 4.664 (4.652)] [KD 5.935 (5.764)] +2024-10-12 17:33:33,286 - Train: 35.79% [447700/1251000] [357.9/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.002156] [CE 5.042 (4.828)] [KD 5.842 (5.825)] +2024-10-12 17:33:40,900 - Train: 35.79% [447750/1251000] [357.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002156] [CE 4.866 (4.722)] [KD 5.745 (5.764)] +2024-10-12 17:33:48,365 - Train: 35.80% [447800/1251000] [358.0/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002156] [CE 5.249 (4.744)] [KD 6.046 (5.894)] +2024-10-12 17:33:56,008 - Train: 35.80% [447850/1251000] [358.0/1000.0] [batch_t 0.139 (0.153)] [data_t 0.004] [optim_t 0.135] [lr 0.002156] [CE 4.924 (4.722)] [KD 6.042 (5.829)] +2024-10-12 17:34:02,886 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 31613] [top5_cnt 42668] [top_all 50000] +2024-10-12 17:34:02,887 - net: 63.226 (85.336) +2024-10-12 17:34:08,726 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34902] [top5_cnt 44690] [top_all 50000] +2024-10-12 17:34:08,727 - net_E: 69.804 (89.380) +2024-10-12 17:34:08,890 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.830 (epoch: 357)] +2024-10-12 17:34:08,890 - ==> Total time: 19:46:59 Eta: 1 day, 11:28:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 17:34:17,069 - Train: 35.80% [447900/1251000] [358.0/1000.0] [batch_t 0.155 (0.157)] [data_t 0.004] [optim_t 0.151] [lr 0.002156] [CE 4.734 (4.753)] [KD 5.822 (5.839)] +2024-10-12 17:34:24,995 - Train: 35.81% [447950/1251000] [358.1/1000.0] [batch_t 0.146 (0.158)] [data_t 0.004] [optim_t 0.142] [lr 0.002155] [CE 5.051 (4.779)] [KD 5.943 (5.909)] +2024-10-12 17:34:32,550 - Train: 35.81% [448000/1251000] [358.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002155] [CE 4.732 (4.660)] [KD 5.738 (5.792)] +2024-10-12 17:34:40,233 - Train: 35.82% [448050/1251000] [358.2/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.002155] [CE 5.072 (4.737)] [KD 5.732 (5.778)] +2024-10-12 17:34:47,810 - Train: 35.82% [448100/1251000] [358.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002155] [CE 4.082 (4.759)] [KD 5.689 (5.804)] +2024-10-12 17:34:55,601 - Train: 35.82% [448150/1251000] [358.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.002155] [CE 4.949 (4.698)] [KD 5.883 (5.751)] +2024-10-12 17:35:03,125 - Train: 35.83% [448200/1251000] [358.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002155] [CE 4.650 (4.750)] [KD 5.629 (5.900)] +2024-10-12 17:35:10,944 - Train: 35.83% [448250/1251000] [358.3/1000.0] [batch_t 0.156 (0.156)] [data_t 0.003] [optim_t 0.154] [lr 0.002154] [CE 4.838 (4.765)] [KD 5.886 (6.014)] +2024-10-12 17:35:18,545 - Train: 35.84% [448300/1251000] [358.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002154] [CE 4.456 (4.829)] [KD 5.478 (5.863)] +2024-10-12 17:35:26,157 - Train: 35.84% [448350/1251000] [358.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002154] [CE 4.329 (4.716)] [KD 5.483 (5.796)] +2024-10-12 17:35:33,817 - Train: 35.84% [448400/1251000] [358.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002154] [CE 4.608 (4.779)] [KD 5.690 (5.877)] +2024-10-12 17:35:41,352 - Train: 35.85% [448450/1251000] [358.5/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.002154] [CE 4.740 (4.755)] [KD 5.730 (5.859)] +2024-10-12 17:35:48,995 - Train: 35.85% [448500/1251000] [358.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.002154] [CE 5.311 (4.799)] [KD 6.103 (5.837)] +2024-10-12 17:35:56,494 - Train: 35.86% [448550/1251000] [358.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002153] [CE 4.837 (4.765)] [KD 5.932 (5.949)] +2024-10-12 17:36:03,929 - Train: 35.86% [448600/1251000] [358.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002153] [CE 4.436 (4.777)] [KD 5.410 (5.798)] +2024-10-12 17:36:11,509 - Train: 35.86% [448650/1251000] [358.6/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.002153] [CE 4.499 (4.724)] [KD 5.604 (5.858)] +2024-10-12 17:36:19,256 - Train: 35.87% [448700/1251000] [358.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.002153] [CE 4.700 (4.715)] [KD 6.356 (5.770)] +2024-10-12 17:36:26,865 - Train: 35.87% [448750/1251000] [358.7/1000.0] [batch_t 0.160 (0.152)] [data_t 0.005] [optim_t 0.155] [lr 0.002153] [CE 4.660 (4.755)] [KD 5.477 (5.832)] +2024-10-12 17:36:34,673 - Train: 35.88% [448800/1251000] [358.8/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002153] [CE 4.649 (4.809)] [KD 6.043 (5.797)] +2024-10-12 17:36:42,073 - Train: 35.88% [448850/1251000] [358.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002152] [CE 4.907 (4.785)] [KD 5.979 (5.861)] +2024-10-12 17:36:49,602 - Train: 35.88% [448900/1251000] [358.8/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002152] [CE 4.498 (4.724)] [KD 5.623 (5.869)] +2024-10-12 17:36:57,175 - Train: 35.89% [448950/1251000] [358.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002152] [CE 4.978 (4.757)] [KD 5.884 (5.780)] +2024-10-12 17:37:04,785 - Train: 35.89% [449000/1251000] [358.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002152] [CE 4.650 (4.759)] [KD 5.984 (5.822)] +2024-10-12 17:37:12,435 - Train: 35.90% [449050/1251000] [359.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002152] [CE 5.314 (4.738)] [KD 6.112 (5.859)] +2024-10-12 17:37:20,205 - Train: 35.90% [449100/1251000] [359.0/1000.0] [batch_t 0.139 (0.155)] [data_t 0.004] [optim_t 0.135] [lr 0.002152] [CE 4.422 (4.747)] [KD 5.806 (5.799)] +2024-10-12 17:37:27,215 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 31016] [top5_cnt 42197] [top_all 50000] +2024-10-12 17:37:27,215 - net: 62.032 (84.394) +2024-10-12 17:37:32,956 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 34868] [top5_cnt 44688] [top_all 50000] +2024-10-12 17:37:32,956 - net_E: 69.736 (89.376) +2024-10-12 17:37:33,075 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.830 (epoch: 357)] +2024-10-12 17:37:33,076 - ==> Total time: 19:50:24 Eta: 1 day, 11:25:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 17:37:40,968 - Train: 35.90% [449150/1251000] [359.0/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002151] [CE 4.711 (4.754)] [KD 5.994 (5.789)] +2024-10-12 17:37:48,437 - Train: 35.91% [449200/1251000] [359.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002151] [CE 4.571 (4.767)] [KD 5.638 (5.738)] +2024-10-12 17:37:55,972 - Train: 35.91% [449250/1251000] [359.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002151] [CE 5.171 (4.775)] [KD 6.169 (5.739)] +2024-10-12 17:38:03,469 - Train: 35.92% [449300/1251000] [359.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002151] [CE 4.490 (4.650)] [KD 6.078 (5.671)] +2024-10-12 17:38:11,035 - Train: 35.92% [449350/1251000] [359.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002151] [CE 4.855 (4.708)] [KD 5.872 (5.816)] +2024-10-12 17:38:18,457 - Train: 35.92% [449400/1251000] [359.2/1000.0] [batch_t 0.158 (0.148)] [data_t 0.005] [optim_t 0.153] [lr 0.002151] [CE 4.808 (4.825)] [KD 5.996 (5.857)] +2024-10-12 17:38:26,310 - Train: 35.93% [449450/1251000] [359.3/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.002150] [CE 4.639 (4.659)] [KD 5.563 (5.746)] +2024-10-12 17:38:34,067 - Train: 35.93% [449500/1251000] [359.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.002150] [CE 4.642 (4.693)] [KD 5.669 (5.739)] +2024-10-12 17:38:41,778 - Train: 35.94% [449550/1251000] [359.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.002150] [CE 4.841 (4.731)] [KD 5.776 (5.860)] +2024-10-12 17:38:49,318 - Train: 35.94% [449600/1251000] [359.4/1000.0] [batch_t 0.159 (0.151)] [data_t 0.006] [optim_t 0.154] [lr 0.002150] [CE 4.875 (4.745)] [KD 5.879 (5.818)] +2024-10-12 17:38:56,775 - Train: 35.94% [449650/1251000] [359.4/1000.0] [batch_t 0.159 (0.149)] [data_t 0.004] [optim_t 0.155] [lr 0.002150] [CE 4.389 (4.797)] [KD 5.595 (5.821)] +2024-10-12 17:39:04,365 - Train: 35.95% [449700/1251000] [359.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.007] [optim_t 0.145] [lr 0.002150] [CE 4.873 (4.793)] [KD 5.996 (5.870)] +2024-10-12 17:39:11,939 - Train: 35.95% [449750/1251000] [359.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002149] [CE 4.332 (4.794)] [KD 5.753 (5.930)] +2024-10-12 17:39:19,524 - Train: 35.96% [449800/1251000] [359.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002149] [CE 4.659 (4.740)] [KD 5.933 (5.858)] +2024-10-12 17:39:27,142 - Train: 35.96% [449850/1251000] [359.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002149] [CE 4.111 (4.720)] [KD 5.625 (5.811)] +2024-10-12 17:39:34,963 - Train: 35.96% [449900/1251000] [359.6/1000.0] [batch_t 0.151 (0.156)] [data_t 0.006] [optim_t 0.146] [lr 0.002149] [CE 4.916 (4.798)] [KD 5.733 (5.863)] +2024-10-12 17:39:42,790 - Train: 35.97% [449950/1251000] [359.7/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.002149] [CE 4.538 (4.799)] [KD 5.667 (5.811)] +2024-10-12 17:39:50,340 - Train: 35.97% [450000/1251000] [359.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002149] [CE 4.819 (4.785)] [KD 5.913 (5.882)] +2024-10-12 17:39:57,909 - Train: 35.98% [450050/1251000] [359.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002148] [CE 4.652 (4.777)] [KD 5.856 (5.788)] +2024-10-12 17:40:05,378 - Train: 35.98% [450100/1251000] [359.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.002148] [CE 4.277 (4.730)] [KD 5.565 (5.763)] +2024-10-12 17:40:12,811 - Train: 35.98% [450150/1251000] [359.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002148] [CE 4.914 (4.817)] [KD 5.943 (5.807)] +2024-10-12 17:40:20,497 - Train: 35.99% [450200/1251000] [359.9/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.002148] [CE 4.738 (4.739)] [KD 5.760 (5.867)] +2024-10-12 17:40:27,938 - Train: 35.99% [450250/1251000] [359.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002148] [CE 4.652 (4.841)] [KD 5.864 (5.917)] +2024-10-12 17:40:35,723 - Train: 36.00% [450300/1251000] [360.0/1000.0] [batch_t 0.145 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.002147] [CE 4.616 (4.708)] [KD 6.103 (5.836)] +2024-10-12 17:40:43,474 - Train: 36.00% [450350/1251000] [360.0/1000.0] [batch_t 0.140 (0.155)] [data_t 0.005] [optim_t 0.135] [lr 0.002147] [CE 4.603 (4.779)] [KD 6.096 (5.949)] +2024-10-12 17:40:50,462 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 31244] [top5_cnt 42411] [top_all 50000] +2024-10-12 17:40:50,463 - net: 62.488 (84.822) +2024-10-12 17:40:56,230 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34872] [top5_cnt 44704] [top_all 50000] +2024-10-12 17:40:56,230 - net_E: 69.744 (89.408) +2024-10-12 17:40:56,570 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.830 (epoch: 357)] +2024-10-12 17:40:56,570 - ==> Total time: 19:53:47 Eta: 1 day, 11:22:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 17:41:04,893 - Train: 36.00% [450400/1251000] [360.0/1000.0] [batch_t 0.147 (0.160)] [data_t 0.005] [optim_t 0.142] [lr 0.002147] [CE 5.095 (4.675)] [KD 5.841 (5.748)] +2024-10-12 17:41:12,446 - Train: 36.01% [450450/1251000] [360.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002147] [CE 4.808 (4.744)] [KD 5.715 (5.803)] +2024-10-12 17:41:19,962 - Train: 36.01% [450500/1251000] [360.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.002147] [CE 4.944 (4.703)] [KD 5.616 (5.693)] +2024-10-12 17:41:27,619 - Train: 36.02% [450550/1251000] [360.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.002147] [CE 4.253 (4.617)] [KD 5.358 (5.754)] +2024-10-12 17:41:35,359 - Train: 36.02% [450600/1251000] [360.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.002146] [CE 4.475 (4.784)] [KD 5.756 (5.865)] +2024-10-12 17:41:42,930 - Train: 36.02% [450650/1251000] [360.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002146] [CE 4.809 (4.706)] [KD 6.030 (5.751)] +2024-10-12 17:41:50,462 - Train: 36.03% [450700/1251000] [360.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002146] [CE 4.698 (4.772)] [KD 5.857 (5.790)] +2024-10-12 17:41:58,032 - Train: 36.03% [450750/1251000] [360.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.007] [optim_t 0.146] [lr 0.002146] [CE 4.572 (4.729)] [KD 6.041 (5.764)] +2024-10-12 17:42:05,653 - Train: 36.04% [450800/1251000] [360.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.002146] [CE 4.559 (4.723)] [KD 5.537 (5.849)] +2024-10-12 17:42:13,113 - Train: 36.04% [450850/1251000] [360.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002146] [CE 5.059 (4.763)] [KD 5.903 (5.840)] +2024-10-12 17:42:20,724 - Train: 36.04% [450900/1251000] [360.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.002145] [CE 4.941 (4.701)] [KD 5.704 (5.766)] +2024-10-12 17:42:28,268 - Train: 36.05% [450950/1251000] [360.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002145] [CE 4.831 (4.781)] [KD 6.105 (5.838)] +2024-10-12 17:42:35,671 - Train: 36.05% [451000/1251000] [360.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002145] [CE 4.477 (4.688)] [KD 6.102 (5.868)] +2024-10-12 17:42:43,337 - Train: 36.06% [451050/1251000] [360.6/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.002145] [CE 4.718 (4.719)] [KD 5.998 (5.813)] +2024-10-12 17:42:50,721 - Train: 36.06% [451100/1251000] [360.6/1000.0] [batch_t 0.143 (0.148)] [data_t 0.005] [optim_t 0.138] [lr 0.002145] [CE 4.440 (4.755)] [KD 5.922 (5.885)] +2024-10-12 17:42:58,205 - Train: 36.06% [451150/1251000] [360.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002145] [CE 4.993 (4.779)] [KD 6.010 (5.917)] +2024-10-12 17:43:06,069 - Train: 36.07% [451200/1251000] [360.7/1000.0] [batch_t 0.154 (0.157)] [data_t 0.006] [optim_t 0.149] [lr 0.002144] [CE 4.789 (4.727)] [KD 5.815 (5.840)] +2024-10-12 17:43:13,487 - Train: 36.07% [451250/1251000] [360.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002144] [CE 5.054 (4.752)] [KD 5.849 (5.902)] +2024-10-12 17:43:20,912 - Train: 36.08% [451300/1251000] [360.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.140] [lr 0.002144] [CE 5.141 (4.839)] [KD 6.111 (5.948)] +2024-10-12 17:43:28,393 - Train: 36.08% [451350/1251000] [360.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.002144] [CE 4.731 (4.841)] [KD 5.769 (5.948)] +2024-10-12 17:43:35,929 - Train: 36.08% [451400/1251000] [360.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002144] [CE 4.482 (4.732)] [KD 5.688 (5.801)] +2024-10-12 17:43:43,490 - Train: 36.09% [451450/1251000] [360.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002144] [CE 4.385 (4.743)] [KD 5.361 (5.808)] +2024-10-12 17:43:51,060 - Train: 36.09% [451500/1251000] [360.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002143] [CE 5.049 (4.734)] [KD 5.809 (5.778)] +2024-10-12 17:43:58,618 - Train: 36.10% [451550/1251000] [361.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002143] [CE 4.902 (4.754)] [KD 5.824 (5.785)] +2024-10-12 17:44:06,312 - Train: 36.10% [451600/1251000] [361.0/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002143] [CE 4.691 (4.740)] [KD 5.771 (5.840)] +2024-10-12 17:44:13,541 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 30828] [top5_cnt 42202] [top_all 50000] +2024-10-12 17:44:13,542 - net: 61.656 (84.404) +2024-10-12 17:44:19,328 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34908] [top5_cnt 44729] [top_all 50000] +2024-10-12 17:44:19,328 - net_E: 69.816 (89.458) +2024-10-12 17:44:19,451 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.830 (epoch: 357)] +2024-10-12 17:44:19,452 - ==> Total time: 19:57:10 Eta: 1 day, 11:19:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 17:44:27,218 - Train: 36.10% [451650/1251000] [361.0/1000.0] [batch_t 0.154 (0.160)] [data_t 0.005] [optim_t 0.148] [lr 0.002143] [CE 4.011 (4.692)] [KD 5.683 (5.804)] +2024-10-12 17:44:34,640 - Train: 36.11% [451700/1251000] [361.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002143] [CE 4.555 (4.747)] [KD 5.691 (5.796)] +2024-10-12 17:44:42,129 - Train: 36.11% [451750/1251000] [361.1/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002143] [CE 4.525 (4.724)] [KD 5.749 (5.832)] +2024-10-12 17:44:49,625 - Train: 36.12% [451800/1251000] [361.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002142] [CE 4.579 (4.766)] [KD 5.509 (5.884)] +2024-10-12 17:44:57,087 - Train: 36.12% [451850/1251000] [361.2/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.002142] [CE 4.793 (4.700)] [KD 5.704 (5.798)] +2024-10-12 17:45:04,697 - Train: 36.12% [451900/1251000] [361.2/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002142] [CE 4.452 (4.703)] [KD 5.844 (5.845)] +2024-10-12 17:45:12,256 - Train: 36.13% [451950/1251000] [361.3/1000.0] [batch_t 0.272 (0.151)] [data_t 0.005] [optim_t 0.268] [lr 0.002142] [CE 4.490 (4.721)] [KD 5.418 (5.838)] +2024-10-12 17:45:20,014 - Train: 36.13% [452000/1251000] [361.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.002142] [CE 4.933 (4.746)] [KD 5.934 (5.877)] +2024-10-12 17:45:27,561 - Train: 36.14% [452050/1251000] [361.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002142] [CE 4.853 (4.774)] [KD 6.036 (5.835)] +2024-10-12 17:45:35,101 - Train: 36.14% [452100/1251000] [361.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002141] [CE 5.278 (4.813)] [KD 6.039 (5.891)] +2024-10-12 17:45:42,527 - Train: 36.14% [452150/1251000] [361.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002141] [CE 4.338 (4.778)] [KD 5.393 (5.808)] +2024-10-12 17:45:49,945 - Train: 36.15% [452200/1251000] [361.5/1000.0] [batch_t 0.151 (0.148)] [data_t 0.006] [optim_t 0.145] [lr 0.002141] [CE 4.514 (4.769)] [KD 5.764 (5.845)] +2024-10-12 17:45:57,468 - Train: 36.15% [452250/1251000] [361.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002141] [CE 4.736 (4.740)] [KD 5.642 (5.809)] +2024-10-12 17:46:05,066 - Train: 36.16% [452300/1251000] [361.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002141] [CE 4.687 (4.717)] [KD 5.662 (5.831)] +2024-10-12 17:46:12,490 - Train: 36.16% [452350/1251000] [361.6/1000.0] [batch_t 0.155 (0.148)] [data_t 0.006] [optim_t 0.149] [lr 0.002141] [CE 4.772 (4.765)] [KD 5.857 (5.782)] +2024-10-12 17:46:20,017 - Train: 36.16% [452400/1251000] [361.6/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.002140] [CE 4.875 (4.687)] [KD 5.603 (5.707)] +2024-10-12 17:46:27,648 - Train: 36.17% [452450/1251000] [361.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.002140] [CE 4.757 (4.780)] [KD 6.008 (5.802)] +2024-10-12 17:46:35,313 - Train: 36.17% [452500/1251000] [361.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002140] [CE 4.431 (4.776)] [KD 5.414 (5.769)] +2024-10-12 17:46:42,728 - Train: 36.18% [452550/1251000] [361.8/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.002140] [CE 4.362 (4.710)] [KD 5.346 (5.807)] +2024-10-12 17:46:50,139 - Train: 36.18% [452600/1251000] [361.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002140] [CE 4.519 (4.703)] [KD 5.806 (5.831)] +2024-10-12 17:46:57,785 - Train: 36.18% [452650/1251000] [361.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.002140] [CE 4.884 (4.735)] [KD 5.962 (5.775)] +2024-10-12 17:47:05,247 - Train: 36.19% [452700/1251000] [361.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002139] [CE 4.978 (4.758)] [KD 6.084 (5.761)] +2024-10-12 17:47:12,805 - Train: 36.19% [452750/1251000] [361.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002139] [CE 4.888 (4.744)] [KD 6.302 (5.855)] +2024-10-12 17:47:20,420 - Train: 36.20% [452800/1251000] [362.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.007] [optim_t 0.142] [lr 0.002139] [CE 4.968 (4.738)] [KD 5.903 (5.803)] +2024-10-12 17:47:27,919 - Train: 36.20% [452850/1251000] [362.0/1000.0] [batch_t 0.140 (0.150)] [data_t 0.003] [optim_t 0.138] [lr 0.002139] [CE 4.804 (4.753)] [KD 5.726 (5.823)] +2024-10-12 17:47:35,212 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 30956] [top5_cnt 42101] [top_all 50000] +2024-10-12 17:47:35,213 - net: 61.912 (84.202) +2024-10-12 17:47:41,063 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 34902] [top5_cnt 44722] [top_all 50000] +2024-10-12 17:47:41,063 - net_E: 69.804 (89.444) +2024-10-12 17:47:41,211 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.830 (epoch: 357)] +2024-10-12 17:47:41,211 - ==> Total time: 20:00:32 Eta: 1 day, 11:15:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 17:47:49,250 - Train: 36.20% [452900/1251000] [362.0/1000.0] [batch_t 0.147 (0.163)] [data_t 0.004] [optim_t 0.143] [lr 0.002139] [CE 4.822 (4.653)] [KD 5.662 (5.713)] +2024-10-12 17:47:56,833 - Train: 36.21% [452950/1251000] [362.1/1000.0] [batch_t 0.155 (0.152)] [data_t 0.006] [optim_t 0.149] [lr 0.002139] [CE 4.930 (4.870)] [KD 6.205 (5.914)] +2024-10-12 17:48:04,571 - Train: 36.21% [453000/1251000] [362.1/1000.0] [batch_t 0.145 (0.155)] [data_t 0.006] [optim_t 0.139] [lr 0.002138] [CE 4.557 (4.786)] [KD 5.860 (5.898)] +2024-10-12 17:48:12,169 - Train: 36.22% [453050/1251000] [362.2/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.002138] [CE 4.937 (4.775)] [KD 6.113 (5.832)] +2024-10-12 17:48:19,633 - Train: 36.22% [453100/1251000] [362.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002138] [CE 4.415 (4.727)] [KD 5.751 (5.848)] +2024-10-12 17:48:27,447 - Train: 36.22% [453150/1251000] [362.2/1000.0] [batch_t 0.318 (0.156)] [data_t 0.005] [optim_t 0.313] [lr 0.002138] [CE 4.864 (4.744)] [KD 6.048 (5.957)] +2024-10-12 17:48:35,024 - Train: 36.23% [453200/1251000] [362.3/1000.0] [batch_t 0.163 (0.151)] [data_t 0.004] [optim_t 0.159] [lr 0.002138] [CE 4.882 (4.764)] [KD 5.923 (5.832)] +2024-10-12 17:48:42,679 - Train: 36.23% [453250/1251000] [362.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002138] [CE 4.657 (4.725)] [KD 5.930 (5.832)] +2024-10-12 17:48:50,530 - Train: 36.24% [453300/1251000] [362.4/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.002137] [CE 4.818 (4.731)] [KD 5.772 (5.898)] +2024-10-12 17:48:58,230 - Train: 36.24% [453350/1251000] [362.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002137] [CE 4.682 (4.747)] [KD 5.686 (5.849)] +2024-10-12 17:49:05,916 - Train: 36.24% [453400/1251000] [362.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.002137] [CE 4.730 (4.730)] [KD 5.999 (5.816)] +2024-10-12 17:49:13,473 - Train: 36.25% [453450/1251000] [362.5/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.002137] [CE 4.515 (4.848)] [KD 5.850 (5.983)] +2024-10-12 17:49:20,956 - Train: 36.25% [453500/1251000] [362.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002137] [CE 4.602 (4.711)] [KD 5.817 (5.857)] +2024-10-12 17:49:28,394 - Train: 36.25% [453550/1251000] [362.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.002137] [CE 4.655 (4.778)] [KD 5.784 (5.872)] +2024-10-12 17:49:36,084 - Train: 36.26% [453600/1251000] [362.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.002136] [CE 4.978 (4.735)] [KD 5.824 (5.835)] +2024-10-12 17:49:43,749 - Train: 36.26% [453650/1251000] [362.6/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.002136] [CE 4.382 (4.742)] [KD 5.350 (5.858)] +2024-10-12 17:49:51,337 - Train: 36.27% [453700/1251000] [362.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002136] [CE 5.083 (4.779)] [KD 6.158 (5.889)] +2024-10-12 17:49:59,040 - Train: 36.27% [453750/1251000] [362.7/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.002136] [CE 4.467 (4.760)] [KD 5.707 (5.843)] +2024-10-12 17:50:06,731 - Train: 36.27% [453800/1251000] [362.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002136] [CE 4.644 (4.717)] [KD 5.905 (5.759)] +2024-10-12 17:50:14,389 - Train: 36.28% [453850/1251000] [362.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002135] [CE 5.152 (4.711)] [KD 6.266 (5.749)] +2024-10-12 17:50:22,208 - Train: 36.28% [453900/1251000] [362.8/1000.0] [batch_t 0.159 (0.156)] [data_t 0.003] [optim_t 0.155] [lr 0.002135] [CE 4.772 (4.724)] [KD 5.768 (5.783)] +2024-10-12 17:50:29,790 - Train: 36.29% [453950/1251000] [362.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.002135] [CE 4.464 (4.709)] [KD 5.465 (5.671)] +2024-10-12 17:50:37,258 - Train: 36.29% [454000/1251000] [362.9/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.002135] [CE 4.662 (4.665)] [KD 5.760 (5.757)] +2024-10-12 17:50:44,890 - Train: 36.29% [454050/1251000] [362.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.002135] [CE 3.861 (4.748)] [KD 5.382 (5.855)] +2024-10-12 17:50:52,383 - Train: 36.30% [454100/1251000] [363.0/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.002135] [CE 4.768 (4.696)] [KD 5.937 (5.732)] +2024-10-12 17:51:00,020 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 31200] [top5_cnt 42422] [top_all 50000] +2024-10-12 17:51:00,020 - net: 62.400 (84.844) +2024-10-12 17:51:05,912 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.108)] [top1_cnt 34886] [top5_cnt 44697] [top_all 50000] +2024-10-12 17:51:05,912 - net_E: 69.772 (89.394) +2024-10-12 17:51:06,012 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.830 (epoch: 357)] +2024-10-12 17:51:06,012 - ==> Total time: 20:03:57 Eta: 1 day, 11:12:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 17:51:14,118 - Train: 36.30% [454150/1251000] [363.0/1000.0] [batch_t 0.147 (0.176)] [data_t 0.003] [optim_t 0.144] [lr 0.002134] [CE 5.073 (4.640)] [KD 5.709 (5.700)] +2024-10-12 17:51:21,804 - Train: 36.31% [454200/1251000] [363.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.002134] [CE 4.540 (4.714)] [KD 5.917 (5.770)] +2024-10-12 17:51:29,381 - Train: 36.31% [454250/1251000] [363.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.002134] [CE 4.877 (4.761)] [KD 6.092 (5.828)] +2024-10-12 17:51:36,837 - Train: 36.31% [454300/1251000] [363.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002134] [CE 4.861 (4.762)] [KD 5.853 (5.895)] +2024-10-12 17:51:44,384 - Train: 36.32% [454350/1251000] [363.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002134] [CE 4.986 (4.774)] [KD 5.887 (5.827)] +2024-10-12 17:51:51,788 - Train: 36.32% [454400/1251000] [363.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002134] [CE 4.790 (4.746)] [KD 5.894 (5.814)] +2024-10-12 17:51:59,210 - Train: 36.33% [454450/1251000] [363.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.002133] [CE 4.658 (4.766)] [KD 5.980 (5.841)] +2024-10-12 17:52:06,666 - Train: 36.33% [454500/1251000] [363.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.002133] [CE 4.858 (4.706)] [KD 6.221 (5.740)] +2024-10-12 17:52:14,263 - Train: 36.33% [454550/1251000] [363.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002133] [CE 4.360 (4.738)] [KD 5.856 (5.867)] +2024-10-12 17:52:22,236 - Train: 36.34% [454600/1251000] [363.4/1000.0] [batch_t 0.159 (0.159)] [data_t 0.003] [optim_t 0.156] [lr 0.002133] [CE 4.897 (4.783)] [KD 5.979 (5.860)] +2024-10-12 17:52:29,934 - Train: 36.34% [454650/1251000] [363.4/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.002133] [CE 4.796 (4.843)] [KD 5.758 (5.809)] +2024-10-12 17:52:37,401 - Train: 36.35% [454700/1251000] [363.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002133] [CE 4.478 (4.739)] [KD 5.482 (5.782)] +2024-10-12 17:52:44,917 - Train: 36.35% [454750/1251000] [363.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002132] [CE 4.250 (4.694)] [KD 5.515 (5.713)] +2024-10-12 17:52:52,320 - Train: 36.35% [454800/1251000] [363.5/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.002132] [CE 4.705 (4.775)] [KD 5.775 (5.888)] +2024-10-12 17:52:59,740 - Train: 36.36% [454850/1251000] [363.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002132] [CE 5.278 (4.740)] [KD 5.745 (5.758)] +2024-10-12 17:53:07,307 - Train: 36.36% [454900/1251000] [363.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002132] [CE 4.689 (4.762)] [KD 5.637 (5.804)] +2024-10-12 17:53:14,816 - Train: 36.37% [454950/1251000] [363.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002132] [CE 4.672 (4.705)] [KD 5.479 (5.735)] +2024-10-12 17:53:22,466 - Train: 36.37% [455000/1251000] [363.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002132] [CE 4.749 (4.805)] [KD 5.994 (5.814)] +2024-10-12 17:53:30,252 - Train: 36.37% [455050/1251000] [363.7/1000.0] [batch_t 0.272 (0.156)] [data_t 0.005] [optim_t 0.267] [lr 0.002131] [CE 4.619 (4.725)] [KD 5.851 (5.896)] +2024-10-12 17:53:37,651 - Train: 36.38% [455100/1251000] [363.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.002131] [CE 4.935 (4.724)] [KD 5.886 (5.821)] +2024-10-12 17:53:45,156 - Train: 36.38% [455150/1251000] [363.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002131] [CE 5.079 (4.746)] [KD 6.012 (5.768)] +2024-10-12 17:53:52,645 - Train: 36.39% [455200/1251000] [363.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002131] [CE 4.646 (4.776)] [KD 5.772 (5.837)] +2024-10-12 17:54:00,081 - Train: 36.39% [455250/1251000] [363.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002131] [CE 4.994 (4.737)] [KD 5.770 (5.788)] +2024-10-12 17:54:07,501 - Train: 36.39% [455300/1251000] [363.9/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.002131] [CE 5.062 (4.745)] [KD 5.988 (5.772)] +2024-10-12 17:54:15,021 - Train: 36.40% [455350/1251000] [364.0/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.002130] [CE 4.366 (4.665)] [KD 5.773 (5.738)] +2024-10-12 17:54:22,782 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 31240] [top5_cnt 42373] [top_all 50000] +2024-10-12 17:54:22,782 - net: 62.480 (84.746) +2024-10-12 17:54:28,598 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34897] [top5_cnt 44697] [top_all 50000] +2024-10-12 17:54:28,598 - net_E: 69.794 (89.394) +2024-10-12 17:54:28,744 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.830 (epoch: 357)] +2024-10-12 17:54:28,745 - ==> Total time: 20:07:19 Eta: 1 day, 11:09:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 17:54:36,478 - Train: 36.40% [455400/1251000] [364.0/1000.0] [batch_t 0.147 (0.169)] [data_t 0.005] [optim_t 0.142] [lr 0.002130] [CE 5.233 (4.697)] [KD 5.806 (5.657)] +2024-10-12 17:54:44,189 - Train: 36.41% [455450/1251000] [364.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002130] [CE 5.206 (4.769)] [KD 5.881 (5.737)] +2024-10-12 17:54:52,014 - Train: 36.41% [455500/1251000] [364.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.002130] [CE 5.021 (4.805)] [KD 6.000 (5.906)] +2024-10-12 17:54:59,445 - Train: 36.41% [455550/1251000] [364.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002130] [CE 4.487 (4.743)] [KD 5.648 (5.880)] +2024-10-12 17:55:06,890 - Train: 36.42% [455600/1251000] [364.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002130] [CE 5.146 (4.713)] [KD 6.144 (5.797)] +2024-10-12 17:55:14,342 - Train: 36.42% [455650/1251000] [364.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002129] [CE 4.659 (4.831)] [KD 5.948 (5.842)] +2024-10-12 17:55:22,155 - Train: 36.43% [455700/1251000] [364.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.002129] [CE 4.783 (4.781)] [KD 5.663 (5.832)] +2024-10-12 17:55:29,705 - Train: 36.43% [455750/1251000] [364.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.002129] [CE 4.474 (4.793)] [KD 5.571 (5.848)] +2024-10-12 17:55:37,290 - Train: 36.43% [455800/1251000] [364.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002129] [CE 4.854 (4.678)] [KD 5.909 (5.763)] +2024-10-12 17:55:44,726 - Train: 36.44% [455850/1251000] [364.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002129] [CE 4.738 (4.798)] [KD 5.867 (5.812)] +2024-10-12 17:55:52,391 - Train: 36.44% [455900/1251000] [364.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002129] [CE 5.399 (4.678)] [KD 5.743 (5.707)] +2024-10-12 17:55:59,946 - Train: 36.45% [455950/1251000] [364.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002128] [CE 4.847 (4.759)] [KD 6.029 (5.831)] +2024-10-12 17:56:07,778 - Train: 36.45% [456000/1251000] [364.5/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.002128] [CE 4.686 (4.719)] [KD 5.654 (5.818)] +2024-10-12 17:56:15,369 - Train: 36.45% [456050/1251000] [364.5/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.002128] [CE 4.978 (4.753)] [KD 6.127 (5.765)] +2024-10-12 17:56:22,945 - Train: 36.46% [456100/1251000] [364.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002128] [CE 4.768 (4.792)] [KD 5.696 (5.870)] +2024-10-12 17:56:30,432 - Train: 36.46% [456150/1251000] [364.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002128] [CE 4.965 (4.737)] [KD 5.955 (5.777)] +2024-10-12 17:56:38,049 - Train: 36.47% [456200/1251000] [364.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002128] [CE 5.101 (4.764)] [KD 5.861 (5.820)] +2024-10-12 17:56:45,777 - Train: 36.47% [456250/1251000] [364.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002127] [CE 4.980 (4.789)] [KD 5.712 (5.907)] +2024-10-12 17:56:53,519 - Train: 36.47% [456300/1251000] [364.7/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002127] [CE 5.250 (4.797)] [KD 5.882 (5.921)] +2024-10-12 17:57:01,216 - Train: 36.48% [456350/1251000] [364.8/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.002127] [CE 5.095 (4.790)] [KD 5.930 (5.810)] +2024-10-12 17:57:08,860 - Train: 36.48% [456400/1251000] [364.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002127] [CE 4.854 (4.816)] [KD 5.789 (5.874)] +2024-10-12 17:57:16,351 - Train: 36.49% [456450/1251000] [364.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.002127] [CE 5.135 (4.742)] [KD 6.039 (5.867)] +2024-10-12 17:57:23,749 - Train: 36.49% [456500/1251000] [364.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002126] [CE 5.020 (4.736)] [KD 5.729 (5.876)] +2024-10-12 17:57:31,306 - Train: 36.49% [456550/1251000] [364.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002126] [CE 4.398 (4.714)] [KD 5.577 (5.878)] +2024-10-12 17:57:38,952 - Train: 36.50% [456600/1251000] [365.0/1000.0] [batch_t 0.152 (0.153)] [data_t 0.009] [optim_t 0.143] [lr 0.002126] [CE 4.688 (4.795)] [KD 5.648 (5.901)] +2024-10-12 17:57:46,793 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 30166] [top5_cnt 41681] [top_all 50000] +2024-10-12 17:57:46,793 - net: 60.332 (83.362) +2024-10-12 17:57:52,695 - Test (net_E): 100.00% [50/50] [batch_t 0.026 (0.106)] [top1_cnt 34890] [top5_cnt 44703] [top_all 50000] +2024-10-12 17:57:52,695 - net_E: 69.780 (89.406) +2024-10-12 17:57:52,833 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.830 (epoch: 357)] +2024-10-12 17:57:52,833 - ==> Total time: 20:10:43 Eta: 1 day, 11:06:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 17:58:00,221 - Train: 36.50% [456650/1251000] [365.0/1000.0] [batch_t 0.149 (0.166)] [data_t 0.005] [optim_t 0.144] [lr 0.002126] [CE 4.569 (4.733)] [KD 5.793 (5.796)] +2024-10-12 17:58:07,989 - Train: 36.51% [456700/1251000] [365.1/1000.0] [batch_t 0.161 (0.155)] [data_t 0.005] [optim_t 0.156] [lr 0.002126] [CE 4.833 (4.687)] [KD 5.817 (5.793)] +2024-10-12 17:58:15,721 - Train: 36.51% [456750/1251000] [365.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002126] [CE 4.622 (4.637)] [KD 5.972 (5.708)] +2024-10-12 17:58:23,134 - Train: 36.51% [456800/1251000] [365.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002125] [CE 4.643 (4.789)] [KD 5.810 (5.902)] +2024-10-12 17:58:30,612 - Train: 36.52% [456850/1251000] [365.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002125] [CE 4.945 (4.742)] [KD 5.850 (5.866)] +2024-10-12 17:58:38,496 - Train: 36.52% [456900/1251000] [365.2/1000.0] [batch_t 0.147 (0.158)] [data_t 0.004] [optim_t 0.143] [lr 0.002125] [CE 4.964 (4.775)] [KD 6.041 (5.834)] +2024-10-12 17:58:46,067 - Train: 36.53% [456950/1251000] [365.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002125] [CE 5.006 (4.738)] [KD 6.218 (5.848)] +2024-10-12 17:58:53,624 - Train: 36.53% [457000/1251000] [365.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002125] [CE 4.507 (4.748)] [KD 6.016 (5.792)] +2024-10-12 17:59:01,253 - Train: 36.53% [457050/1251000] [365.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002125] [CE 4.812 (4.818)] [KD 5.902 (5.823)] +2024-10-12 17:59:08,867 - Train: 36.54% [457100/1251000] [365.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002124] [CE 4.089 (4.721)] [KD 5.277 (5.859)] +2024-10-12 17:59:16,705 - Train: 36.54% [457150/1251000] [365.4/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.002124] [CE 4.700 (4.774)] [KD 5.724 (5.932)] +2024-10-12 17:59:24,126 - Train: 36.55% [457200/1251000] [365.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.002124] [CE 4.484 (4.803)] [KD 5.732 (5.875)] +2024-10-12 17:59:31,694 - Train: 36.55% [457250/1251000] [365.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002124] [CE 5.054 (4.753)] [KD 6.215 (5.909)] +2024-10-12 17:59:39,154 - Train: 36.55% [457300/1251000] [365.5/1000.0] [batch_t 0.152 (0.149)] [data_t 0.006] [optim_t 0.146] [lr 0.002124] [CE 4.907 (4.722)] [KD 6.194 (5.895)] +2024-10-12 17:59:46,865 - Train: 36.56% [457350/1251000] [365.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.002124] [CE 4.515 (4.783)] [KD 5.425 (5.758)] +2024-10-12 17:59:54,409 - Train: 36.56% [457400/1251000] [365.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002123] [CE 4.666 (4.733)] [KD 5.632 (5.759)] +2024-10-12 18:00:02,044 - Train: 36.57% [457450/1251000] [365.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.006] [optim_t 0.146] [lr 0.002123] [CE 4.562 (4.717)] [KD 5.830 (5.737)] +2024-10-12 18:00:09,634 - Train: 36.57% [457500/1251000] [365.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002123] [CE 4.954 (4.703)] [KD 5.984 (5.823)] +2024-10-12 18:00:17,180 - Train: 36.57% [457550/1251000] [365.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002123] [CE 4.687 (4.712)] [KD 5.938 (5.800)] +2024-10-12 18:00:24,935 - Train: 36.58% [457600/1251000] [365.8/1000.0] [batch_t 0.153 (0.155)] [data_t 0.006] [optim_t 0.147] [lr 0.002123] [CE 4.743 (4.754)] [KD 5.741 (5.876)] +2024-10-12 18:00:32,376 - Train: 36.58% [457650/1251000] [365.8/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.002123] [CE 4.727 (4.678)] [KD 5.936 (5.752)] +2024-10-12 18:00:39,831 - Train: 36.59% [457700/1251000] [365.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002122] [CE 4.897 (4.702)] [KD 5.733 (5.832)] +2024-10-12 18:00:47,601 - Train: 36.59% [457750/1251000] [365.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.002122] [CE 4.853 (4.717)] [KD 5.829 (5.804)] +2024-10-12 18:00:55,145 - Train: 36.59% [457800/1251000] [365.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002122] [CE 4.724 (4.732)] [KD 5.954 (5.825)] +2024-10-12 18:01:02,724 - Train: 36.60% [457850/1251000] [366.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002122] [CE 5.134 (4.715)] [KD 5.717 (5.781)] +2024-10-12 18:01:10,826 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 31758] [top5_cnt 42806] [top_all 50000] +2024-10-12 18:01:10,826 - net: 63.516 (85.612) +2024-10-12 18:01:16,581 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 34867] [top5_cnt 44682] [top_all 50000] +2024-10-12 18:01:16,582 - net_E: 69.734 (89.364) +2024-10-12 18:01:16,719 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.830 (epoch: 357)] +2024-10-12 18:01:16,719 - ==> Total time: 20:14:07 Eta: 1 day, 11:03:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 18:01:23,632 - Train: 36.60% [457900/1251000] [366.0/1000.0] [batch_t 0.148 (0.161)] [data_t 0.005] [optim_t 0.143] [lr 0.002122] [CE 4.562 (4.713)] [KD 5.496 (5.657)] +2024-10-12 18:01:31,180 - Train: 36.61% [457950/1251000] [366.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.002122] [CE 4.479 (4.754)] [KD 5.935 (5.737)] +2024-10-12 18:01:38,574 - Train: 36.61% [458000/1251000] [366.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002121] [CE 4.667 (4.676)] [KD 5.992 (5.776)] +2024-10-12 18:01:46,131 - Train: 36.61% [458050/1251000] [366.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.007] [optim_t 0.140] [lr 0.002121] [CE 4.810 (4.694)] [KD 6.053 (5.876)] +2024-10-12 18:01:53,804 - Train: 36.62% [458100/1251000] [366.2/1000.0] [batch_t 0.145 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.002121] [CE 5.105 (4.722)] [KD 5.526 (5.772)] +2024-10-12 18:02:01,200 - Train: 36.62% [458150/1251000] [366.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.002121] [CE 4.784 (4.741)] [KD 5.883 (5.853)] +2024-10-12 18:02:08,966 - Train: 36.63% [458200/1251000] [366.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002121] [CE 4.821 (4.768)] [KD 5.768 (5.802)] +2024-10-12 18:02:16,458 - Train: 36.63% [458250/1251000] [366.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.002121] [CE 4.514 (4.735)] [KD 5.446 (5.798)] +2024-10-12 18:02:23,989 - Train: 36.63% [458300/1251000] [366.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002120] [CE 5.107 (4.793)] [KD 5.654 (5.740)] +2024-10-12 18:02:31,471 - Train: 36.64% [458350/1251000] [366.4/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.002120] [CE 4.546 (4.738)] [KD 5.761 (5.785)] +2024-10-12 18:02:38,878 - Train: 36.64% [458400/1251000] [366.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002120] [CE 4.774 (4.761)] [KD 5.940 (5.745)] +2024-10-12 18:02:46,556 - Train: 36.65% [458450/1251000] [366.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002120] [CE 4.562 (4.747)] [KD 5.536 (5.817)] +2024-10-12 18:02:54,307 - Train: 36.65% [458500/1251000] [366.5/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.002120] [CE 4.454 (4.811)] [KD 5.548 (5.865)] +2024-10-12 18:03:01,848 - Train: 36.65% [458550/1251000] [366.5/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.002120] [CE 5.205 (4.704)] [KD 6.188 (5.705)] +2024-10-12 18:03:09,284 - Train: 36.66% [458600/1251000] [366.6/1000.0] [batch_t 0.155 (0.149)] [data_t 0.004] [optim_t 0.151] [lr 0.002119] [CE 4.678 (4.680)] [KD 5.918 (5.696)] +2024-10-12 18:03:16,795 - Train: 36.66% [458650/1251000] [366.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002119] [CE 4.162 (4.667)] [KD 5.559 (5.743)] +2024-10-12 18:03:24,239 - Train: 36.67% [458700/1251000] [366.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002119] [CE 4.808 (4.710)] [KD 5.954 (5.783)] +2024-10-12 18:03:31,739 - Train: 36.67% [458750/1251000] [366.7/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.002119] [CE 4.797 (4.761)] [KD 6.143 (5.792)] +2024-10-12 18:03:39,276 - Train: 36.67% [458800/1251000] [366.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.139] [lr 0.002119] [CE 3.977 (4.717)] [KD 5.383 (5.870)] +2024-10-12 18:03:46,819 - Train: 36.68% [458850/1251000] [366.8/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.002118] [CE 4.801 (4.730)] [KD 6.248 (5.881)] +2024-10-12 18:03:54,449 - Train: 36.68% [458900/1251000] [366.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002118] [CE 5.026 (4.770)] [KD 6.050 (5.794)] +2024-10-12 18:04:02,053 - Train: 36.69% [458950/1251000] [366.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.002118] [CE 4.783 (4.754)] [KD 5.944 (5.868)] +2024-10-12 18:04:09,464 - Train: 36.69% [459000/1251000] [366.9/1000.0] [batch_t 0.154 (0.148)] [data_t 0.005] [optim_t 0.149] [lr 0.002118] [CE 4.796 (4.743)] [KD 6.245 (5.819)] +2024-10-12 18:04:17,047 - Train: 36.69% [459050/1251000] [366.9/1000.0] [batch_t 0.154 (0.152)] [data_t 0.006] [optim_t 0.149] [lr 0.002118] [CE 4.791 (4.695)] [KD 5.768 (5.760)] +2024-10-12 18:04:24,576 - Train: 36.70% [459100/1251000] [367.0/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002118] [CE 4.493 (4.706)] [KD 5.838 (5.749)] +2024-10-12 18:04:32,785 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 31270] [top5_cnt 42491] [top_all 50000] +2024-10-12 18:04:32,785 - net: 62.540 (84.982) +2024-10-12 18:04:38,519 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 34892] [top5_cnt 44682] [top_all 50000] +2024-10-12 18:04:38,519 - net_E: 69.784 (89.364) +2024-10-12 18:04:38,674 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.830 (epoch: 357)] +2024-10-12 18:04:38,674 - ==> Total time: 20:17:29 Eta: 1 day, 10:59:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 18:04:45,543 - Train: 36.70% [459150/1251000] [367.0/1000.0] [batch_t 0.147 (0.162)] [data_t 0.005] [optim_t 0.142] [lr 0.002117] [CE 4.812 (4.712)] [KD 5.654 (5.743)] +2024-10-12 18:04:52,939 - Train: 36.71% [459200/1251000] [367.1/1000.0] [batch_t 0.140 (0.148)] [data_t 0.005] [optim_t 0.135] [lr 0.002117] [CE 4.168 (4.769)] [KD 5.703 (5.766)] +2024-10-12 18:05:00,592 - Train: 36.71% [459250/1251000] [367.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002117] [CE 4.818 (4.816)] [KD 5.815 (5.827)] +2024-10-12 18:05:08,305 - Train: 36.71% [459300/1251000] [367.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002117] [CE 4.279 (4.779)] [KD 5.487 (5.770)] +2024-10-12 18:05:15,817 - Train: 36.72% [459350/1251000] [367.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002117] [CE 4.588 (4.742)] [KD 5.868 (5.732)] +2024-10-12 18:05:23,315 - Train: 36.72% [459400/1251000] [367.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002117] [CE 5.010 (4.740)] [KD 6.148 (5.782)] +2024-10-12 18:05:30,737 - Train: 36.73% [459450/1251000] [367.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002116] [CE 4.680 (4.772)] [KD 6.031 (5.872)] +2024-10-12 18:05:38,408 - Train: 36.73% [459500/1251000] [367.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002116] [CE 4.787 (4.696)] [KD 5.491 (5.811)] +2024-10-12 18:05:46,051 - Train: 36.73% [459550/1251000] [367.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002116] [CE 4.598 (4.738)] [KD 5.826 (5.769)] +2024-10-12 18:05:53,569 - Train: 36.74% [459600/1251000] [367.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.002116] [CE 4.852 (4.777)] [KD 5.870 (5.823)] +2024-10-12 18:06:01,043 - Train: 36.74% [459650/1251000] [367.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002116] [CE 4.900 (4.700)] [KD 5.779 (5.814)] +2024-10-12 18:06:08,467 - Train: 36.75% [459700/1251000] [367.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.002116] [CE 4.876 (4.744)] [KD 5.945 (5.853)] +2024-10-12 18:06:16,057 - Train: 36.75% [459750/1251000] [367.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.002115] [CE 4.641 (4.626)] [KD 6.210 (5.770)] +2024-10-12 18:06:23,694 - Train: 36.75% [459800/1251000] [367.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002115] [CE 4.968 (4.769)] [KD 5.815 (5.829)] +2024-10-12 18:06:31,111 - Train: 36.76% [459850/1251000] [367.6/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.002115] [CE 5.215 (4.740)] [KD 6.016 (5.809)] +2024-10-12 18:06:38,597 - Train: 36.76% [459900/1251000] [367.6/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.002115] [CE 4.671 (4.787)] [KD 6.021 (5.777)] +2024-10-12 18:06:46,079 - Train: 36.77% [459950/1251000] [367.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002115] [CE 4.538 (4.751)] [KD 5.644 (5.786)] +2024-10-12 18:06:53,675 - Train: 36.77% [460000/1251000] [367.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002115] [CE 5.054 (4.760)] [KD 6.067 (5.842)] +2024-10-12 18:07:01,041 - Train: 36.77% [460050/1251000] [367.7/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.002114] [CE 5.145 (4.819)] [KD 6.023 (5.907)] +2024-10-12 18:07:08,573 - Train: 36.78% [460100/1251000] [367.8/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.002114] [CE 4.757 (4.745)] [KD 5.999 (5.872)] +2024-10-12 18:07:16,044 - Train: 36.78% [460150/1251000] [367.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002114] [CE 4.562 (4.674)] [KD 5.597 (5.739)] +2024-10-12 18:07:23,733 - Train: 36.79% [460200/1251000] [367.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002114] [CE 5.022 (4.788)] [KD 5.999 (5.852)] +2024-10-12 18:07:31,218 - Train: 36.79% [460250/1251000] [367.9/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.002114] [CE 5.086 (4.711)] [KD 5.743 (5.753)] +2024-10-12 18:07:38,710 - Train: 36.79% [460300/1251000] [367.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002114] [CE 4.568 (4.741)] [KD 5.782 (5.772)] +2024-10-12 18:07:46,165 - Train: 36.80% [460350/1251000] [368.0/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.002113] [CE 4.396 (4.773)] [KD 5.801 (5.813)] +2024-10-12 18:07:54,506 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 31639] [top5_cnt 42610] [top_all 50000] +2024-10-12 18:07:54,506 - net: 63.278 (85.220) +2024-10-12 18:08:00,272 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 34913] [top5_cnt 44693] [top_all 50000] +2024-10-12 18:08:00,272 - net_E: 69.826 (89.386) +2024-10-12 18:08:00,411 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.830 (epoch: 357)] +2024-10-12 18:08:00,411 - ==> Total time: 20:20:51 Eta: 1 day, 10:56:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 18:08:07,406 - Train: 36.80% [460400/1251000] [368.0/1000.0] [batch_t 0.145 (0.169)] [data_t 0.004] [optim_t 0.141] [lr 0.002113] [CE 4.421 (4.782)] [KD 5.428 (5.715)] +2024-10-12 18:08:14,800 - Train: 36.81% [460450/1251000] [368.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.002113] [CE 4.695 (4.728)] [KD 5.556 (5.807)] +2024-10-12 18:08:22,214 - Train: 36.81% [460500/1251000] [368.1/1000.0] [batch_t 0.151 (0.148)] [data_t 0.003] [optim_t 0.148] [lr 0.002113] [CE 4.028 (4.699)] [KD 5.471 (5.722)] +2024-10-12 18:08:29,828 - Train: 36.81% [460550/1251000] [368.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002113] [CE 4.963 (4.700)] [KD 5.797 (5.705)] +2024-10-12 18:08:37,534 - Train: 36.82% [460600/1251000] [368.2/1000.0] [batch_t 0.298 (0.154)] [data_t 0.005] [optim_t 0.293] [lr 0.002113] [CE 4.903 (4.717)] [KD 5.468 (5.783)] +2024-10-12 18:08:45,086 - Train: 36.82% [460650/1251000] [368.2/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.002112] [CE 5.032 (4.729)] [KD 5.852 (5.781)] +2024-10-12 18:08:52,608 - Train: 36.83% [460700/1251000] [368.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002112] [CE 5.022 (4.772)] [KD 5.887 (5.833)] +2024-10-12 18:09:00,142 - Train: 36.83% [460750/1251000] [368.3/1000.0] [batch_t 0.158 (0.151)] [data_t 0.004] [optim_t 0.154] [lr 0.002112] [CE 4.281 (4.717)] [KD 5.239 (5.733)] +2024-10-12 18:09:07,734 - Train: 36.83% [460800/1251000] [368.3/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.002112] [CE 5.103 (4.810)] [KD 6.015 (5.729)] +2024-10-12 18:09:15,403 - Train: 36.84% [460850/1251000] [368.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.002112] [CE 4.652 (4.730)] [KD 5.889 (5.806)] +2024-10-12 18:09:22,925 - Train: 36.84% [460900/1251000] [368.4/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002112] [CE 4.746 (4.707)] [KD 5.724 (5.734)] +2024-10-12 18:09:30,422 - Train: 36.85% [460950/1251000] [368.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002111] [CE 4.753 (4.783)] [KD 6.114 (5.780)] +2024-10-12 18:09:37,789 - Train: 36.85% [461000/1251000] [368.5/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.002111] [CE 4.828 (4.742)] [KD 5.458 (5.766)] +2024-10-12 18:09:45,451 - Train: 36.85% [461050/1251000] [368.5/1000.0] [batch_t 0.267 (0.153)] [data_t 0.006] [optim_t 0.261] [lr 0.002111] [CE 4.587 (4.769)] [KD 5.635 (5.750)] +2024-10-12 18:09:52,936 - Train: 36.86% [461100/1251000] [368.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002111] [CE 4.976 (4.663)] [KD 5.727 (5.757)] +2024-10-12 18:10:00,429 - Train: 36.86% [461150/1251000] [368.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002111] [CE 4.969 (4.813)] [KD 5.653 (5.766)] +2024-10-12 18:10:08,047 - Train: 36.87% [461200/1251000] [368.7/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002110] [CE 5.063 (4.765)] [KD 5.865 (5.815)] +2024-10-12 18:10:15,616 - Train: 36.87% [461250/1251000] [368.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.002110] [CE 4.417 (4.831)] [KD 5.494 (5.849)] +2024-10-12 18:10:22,978 - Train: 36.87% [461300/1251000] [368.7/1000.0] [batch_t 0.147 (0.147)] [data_t 0.007] [optim_t 0.141] [lr 0.002110] [CE 4.655 (4.721)] [KD 5.498 (5.768)] +2024-10-12 18:10:30,350 - Train: 36.88% [461350/1251000] [368.8/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.002110] [CE 4.440 (4.809)] [KD 5.589 (5.784)] +2024-10-12 18:10:37,957 - Train: 36.88% [461400/1251000] [368.8/1000.0] [batch_t 0.143 (0.152)] [data_t 0.004] [optim_t 0.139] [lr 0.002110] [CE 4.657 (4.741)] [KD 5.978 (5.759)] +2024-10-12 18:10:45,555 - Train: 36.89% [461450/1251000] [368.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.002110] [CE 5.077 (4.733)] [KD 5.852 (5.847)] +2024-10-12 18:10:53,040 - Train: 36.89% [461500/1251000] [368.9/1000.0] [batch_t 0.153 (0.150)] [data_t 0.006] [optim_t 0.147] [lr 0.002109] [CE 4.470 (4.731)] [KD 5.838 (5.840)] +2024-10-12 18:11:00,503 - Train: 36.89% [461550/1251000] [368.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002109] [CE 5.033 (4.755)] [KD 6.093 (5.857)] +2024-10-12 18:11:08,044 - Train: 36.90% [461600/1251000] [369.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002109] [CE 4.341 (4.727)] [KD 5.629 (5.756)] +2024-10-12 18:11:16,409 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 31742] [top5_cnt 42742] [top_all 50000] +2024-10-12 18:11:16,410 - net: 63.484 (85.484) +2024-10-12 18:11:22,152 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 34872] [top5_cnt 44681] [top_all 50000] +2024-10-12 18:11:22,153 - net_E: 69.744 (89.362) +2024-10-12 18:11:22,289 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.830 (epoch: 357)] +2024-10-12 18:11:22,290 - ==> Total time: 20:24:13 Eta: 1 day, 10:53:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 18:11:28,641 - Train: 36.90% [461650/1251000] [369.0/1000.0] [batch_t 0.146 (0.163)] [data_t 0.005] [optim_t 0.141] [lr 0.002109] [CE 4.887 (4.811)] [KD 6.091 (5.833)] +2024-10-12 18:11:36,371 - Train: 36.91% [461700/1251000] [369.1/1000.0] [batch_t 0.156 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.002109] [CE 5.255 (4.836)] [KD 6.039 (5.901)] +2024-10-12 18:11:44,029 - Train: 36.91% [461750/1251000] [369.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.002109] [CE 4.587 (4.766)] [KD 5.799 (5.875)] +2024-10-12 18:11:51,732 - Train: 36.91% [461800/1251000] [369.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.002108] [CE 5.190 (4.799)] [KD 5.886 (5.787)] +2024-10-12 18:11:59,262 - Train: 36.92% [461850/1251000] [369.2/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002108] [CE 4.809 (4.759)] [KD 5.754 (5.749)] +2024-10-12 18:12:06,882 - Train: 36.92% [461900/1251000] [369.2/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.002108] [CE 4.553 (4.729)] [KD 5.840 (5.795)] +2024-10-12 18:12:14,492 - Train: 36.93% [461950/1251000] [369.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.002108] [CE 4.357 (4.715)] [KD 5.832 (5.733)] +2024-10-12 18:12:22,105 - Train: 36.93% [462000/1251000] [369.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002108] [CE 5.382 (4.777)] [KD 6.044 (5.852)] +2024-10-12 18:12:29,942 - Train: 36.93% [462050/1251000] [369.3/1000.0] [batch_t 0.155 (0.157)] [data_t 0.005] [optim_t 0.150] [lr 0.002108] [CE 4.760 (4.694)] [KD 5.983 (5.736)] +2024-10-12 18:12:37,689 - Train: 36.94% [462100/1251000] [369.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002107] [CE 4.680 (4.640)] [KD 5.955 (5.689)] +2024-10-12 18:12:45,150 - Train: 36.94% [462150/1251000] [369.4/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.002107] [CE 4.659 (4.777)] [KD 5.791 (5.848)] +2024-10-12 18:12:52,716 - Train: 36.95% [462200/1251000] [369.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002107] [CE 4.700 (4.764)] [KD 5.420 (5.800)] +2024-10-12 18:13:00,334 - Train: 36.95% [462250/1251000] [369.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002107] [CE 4.980 (4.745)] [KD 5.880 (5.802)] +2024-10-12 18:13:08,127 - Train: 36.95% [462300/1251000] [369.5/1000.0] [batch_t 0.145 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.002107] [CE 4.588 (4.799)] [KD 5.324 (5.810)] +2024-10-12 18:13:15,764 - Train: 36.96% [462350/1251000] [369.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.002107] [CE 4.653 (4.753)] [KD 5.697 (5.765)] +2024-10-12 18:13:23,426 - Train: 36.96% [462400/1251000] [369.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.002106] [CE 4.593 (4.721)] [KD 6.125 (5.850)] +2024-10-12 18:13:30,815 - Train: 36.97% [462450/1251000] [369.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002106] [CE 4.717 (4.751)] [KD 5.824 (5.792)] +2024-10-12 18:13:38,345 - Train: 36.97% [462500/1251000] [369.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.002] [optim_t 0.148] [lr 0.002106] [CE 4.854 (4.777)] [KD 5.926 (5.868)] +2024-10-12 18:13:46,024 - Train: 36.97% [462550/1251000] [369.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.002106] [CE 4.625 (4.799)] [KD 6.077 (5.849)] +2024-10-12 18:13:53,452 - Train: 36.98% [462600/1251000] [369.8/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.002106] [CE 4.490 (4.777)] [KD 5.555 (5.863)] +2024-10-12 18:14:00,866 - Train: 36.98% [462650/1251000] [369.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002106] [CE 4.389 (4.698)] [KD 5.780 (5.834)] +2024-10-12 18:14:08,428 - Train: 36.99% [462700/1251000] [369.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002105] [CE 4.497 (4.761)] [KD 5.658 (5.884)] +2024-10-12 18:14:16,364 - Train: 36.99% [462750/1251000] [369.9/1000.0] [batch_t 0.146 (0.159)] [data_t 0.005] [optim_t 0.142] [lr 0.002105] [CE 5.017 (4.784)] [KD 5.887 (5.882)] +2024-10-12 18:14:24,133 - Train: 36.99% [462800/1251000] [369.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.008] [optim_t 0.142] [lr 0.002105] [CE 4.114 (4.703)] [KD 5.256 (5.855)] +2024-10-12 18:14:31,535 - Train: 37.00% [462850/1251000] [370.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.007] [optim_t 0.140] [lr 0.002105] [CE 4.486 (4.811)] [KD 5.793 (5.828)] +2024-10-12 18:14:40,068 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 30944] [top5_cnt 42207] [top_all 50000] +2024-10-12 18:14:40,069 - net: 61.888 (84.414) +2024-10-12 18:14:45,856 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34931] [top5_cnt 44689] [top_all 50000] +2024-10-12 18:14:45,856 - net_E: 69.862 (89.378) +2024-10-12 18:14:45,995 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.862 (epoch: 370)] +2024-10-12 18:14:45,995 - ==> Total time: 20:27:37 Eta: 1 day, 10:50:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 18:14:53,896 - Train: 37.00% [462900/1251000] [370.0/1000.0] [batch_t 0.150 (0.164)] [data_t 0.005] [optim_t 0.145] [lr 0.002105] [CE 4.572 (4.768)] [KD 5.596 (5.808)] +2024-10-12 18:15:01,373 - Train: 37.01% [462950/1251000] [370.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002104] [CE 4.955 (4.695)] [KD 5.843 (5.664)] +2024-10-12 18:15:08,894 - Train: 37.01% [463000/1251000] [370.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002104] [CE 5.308 (4.688)] [KD 5.873 (5.657)] +2024-10-12 18:15:16,709 - Train: 37.01% [463050/1251000] [370.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.006] [optim_t 0.141] [lr 0.002104] [CE 4.635 (4.709)] [KD 5.618 (5.822)] +2024-10-12 18:15:24,416 - Train: 37.02% [463100/1251000] [370.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002104] [CE 5.069 (4.744)] [KD 5.957 (5.833)] +2024-10-12 18:15:32,097 - Train: 37.02% [463150/1251000] [370.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002104] [CE 4.705 (4.698)] [KD 5.741 (5.774)] +2024-10-12 18:15:39,647 - Train: 37.03% [463200/1251000] [370.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002104] [CE 4.570 (4.766)] [KD 5.568 (5.722)] +2024-10-12 18:15:47,028 - Train: 37.03% [463250/1251000] [370.3/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002103] [CE 4.999 (4.730)] [KD 5.818 (5.685)] +2024-10-12 18:15:54,457 - Train: 37.03% [463300/1251000] [370.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002103] [CE 4.668 (4.733)] [KD 5.859 (5.840)] +2024-10-12 18:16:02,369 - Train: 37.04% [463350/1251000] [370.4/1000.0] [batch_t 0.280 (0.158)] [data_t 0.005] [optim_t 0.276] [lr 0.002103] [CE 4.581 (4.773)] [KD 5.528 (5.746)] +2024-10-12 18:16:09,948 - Train: 37.04% [463400/1251000] [370.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002103] [CE 4.929 (4.812)] [KD 6.062 (5.782)] +2024-10-12 18:16:17,438 - Train: 37.05% [463450/1251000] [370.5/1000.0] [batch_t 0.152 (0.150)] [data_t 0.006] [optim_t 0.146] [lr 0.002103] [CE 4.716 (4.756)] [KD 5.869 (5.823)] +2024-10-12 18:16:24,910 - Train: 37.05% [463500/1251000] [370.5/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.002103] [CE 4.558 (4.792)] [KD 5.728 (5.852)] +2024-10-12 18:16:32,319 - Train: 37.05% [463550/1251000] [370.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002102] [CE 4.970 (4.687)] [KD 6.023 (5.738)] +2024-10-12 18:16:40,411 - Train: 37.06% [463600/1251000] [370.6/1000.0] [batch_t 0.146 (0.162)] [data_t 0.005] [optim_t 0.142] [lr 0.002102] [CE 4.506 (4.747)] [KD 5.779 (5.784)] +2024-10-12 18:16:48,040 - Train: 37.06% [463650/1251000] [370.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002102] [CE 4.441 (4.754)] [KD 5.852 (5.728)] +2024-10-12 18:16:55,640 - Train: 37.07% [463700/1251000] [370.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002102] [CE 4.807 (4.751)] [KD 5.468 (5.815)] +2024-10-12 18:17:03,211 - Train: 37.07% [463750/1251000] [370.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002102] [CE 4.744 (4.715)] [KD 5.757 (5.853)] +2024-10-12 18:17:10,699 - Train: 37.07% [463800/1251000] [370.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002102] [CE 4.672 (4.680)] [KD 5.878 (5.787)] +2024-10-12 18:17:18,190 - Train: 37.08% [463850/1251000] [370.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002101] [CE 4.775 (4.743)] [KD 5.631 (5.788)] +2024-10-12 18:17:25,815 - Train: 37.08% [463900/1251000] [370.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.007] [optim_t 0.139] [lr 0.002101] [CE 4.733 (4.797)] [KD 5.596 (5.730)] +2024-10-12 18:17:33,439 - Train: 37.09% [463950/1251000] [370.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.002101] [CE 4.294 (4.712)] [KD 5.557 (5.733)] +2024-10-12 18:17:41,172 - Train: 37.09% [464000/1251000] [370.9/1000.0] [batch_t 0.146 (0.155)] [data_t 0.006] [optim_t 0.140] [lr 0.002101] [CE 4.694 (4.778)] [KD 5.350 (5.739)] +2024-10-12 18:17:48,753 - Train: 37.09% [464050/1251000] [370.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.002101] [CE 5.009 (4.770)] [KD 5.749 (5.841)] +2024-10-12 18:17:56,366 - Train: 37.10% [464100/1251000] [371.0/1000.0] [batch_t 0.143 (0.152)] [data_t 0.003] [optim_t 0.140] [lr 0.002101] [CE 4.938 (4.694)] [KD 6.182 (5.735)] +2024-10-12 18:18:05,100 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 31620] [top5_cnt 42681] [top_all 50000] +2024-10-12 18:18:05,101 - net: 63.240 (85.362) +2024-10-12 18:18:10,897 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 34936] [top5_cnt 44694] [top_all 50000] +2024-10-12 18:18:10,897 - net_E: 69.872 (89.388) +2024-10-12 18:18:11,002 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.872 (epoch: 371)] +2024-10-12 18:18:11,003 - ==> Total time: 20:31:02 Eta: 1 day, 10:47:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 18:18:18,752 - Train: 37.10% [464150/1251000] [371.0/1000.0] [batch_t 0.151 (0.165)] [data_t 0.005] [optim_t 0.146] [lr 0.002100] [CE 4.829 (4.812)] [KD 6.014 (5.787)] +2024-10-12 18:18:26,467 - Train: 37.11% [464200/1251000] [371.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002100] [CE 4.651 (4.737)] [KD 6.058 (5.811)] +2024-10-12 18:18:34,177 - Train: 37.11% [464250/1251000] [371.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002100] [CE 4.253 (4.775)] [KD 5.617 (5.818)] +2024-10-12 18:18:41,689 - Train: 37.11% [464300/1251000] [371.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002100] [CE 5.016 (4.714)] [KD 6.144 (5.726)] +2024-10-12 18:18:49,132 - Train: 37.12% [464350/1251000] [371.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002100] [CE 5.013 (4.766)] [KD 5.894 (5.818)] +2024-10-12 18:18:56,564 - Train: 37.12% [464400/1251000] [371.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.002100] [CE 4.438 (4.766)] [KD 5.724 (5.768)] +2024-10-12 18:19:04,594 - Train: 37.13% [464450/1251000] [371.3/1000.0] [batch_t 0.146 (0.160)] [data_t 0.006] [optim_t 0.141] [lr 0.002099] [CE 4.855 (4.679)] [KD 5.750 (5.726)] +2024-10-12 18:19:12,133 - Train: 37.13% [464500/1251000] [371.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002099] [CE 4.319 (4.649)] [KD 5.834 (5.772)] +2024-10-12 18:19:19,557 - Train: 37.13% [464550/1251000] [371.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002099] [CE 4.863 (4.702)] [KD 5.921 (5.779)] +2024-10-12 18:19:27,264 - Train: 37.14% [464600/1251000] [371.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002099] [CE 4.792 (4.698)] [KD 5.745 (5.776)] +2024-10-12 18:19:34,715 - Train: 37.14% [464650/1251000] [371.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002099] [CE 4.839 (4.780)] [KD 5.716 (5.835)] +2024-10-12 18:19:42,267 - Train: 37.15% [464700/1251000] [371.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002098] [CE 4.335 (4.754)] [KD 5.472 (5.780)] +2024-10-12 18:19:49,675 - Train: 37.15% [464750/1251000] [371.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002098] [CE 5.109 (4.705)] [KD 5.546 (5.692)] +2024-10-12 18:19:57,329 - Train: 37.15% [464800/1251000] [371.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.007] [optim_t 0.143] [lr 0.002098] [CE 5.111 (4.732)] [KD 5.967 (5.752)] +2024-10-12 18:20:05,171 - Train: 37.16% [464850/1251000] [371.6/1000.0] [batch_t 0.146 (0.157)] [data_t 0.004] [optim_t 0.142] [lr 0.002098] [CE 4.763 (4.750)] [KD 5.510 (5.854)] +2024-10-12 18:20:12,611 - Train: 37.16% [464900/1251000] [371.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002098] [CE 5.107 (4.678)] [KD 6.091 (5.747)] +2024-10-12 18:20:20,074 - Train: 37.17% [464950/1251000] [371.7/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002098] [CE 4.583 (4.735)] [KD 5.830 (5.797)] +2024-10-12 18:20:27,485 - Train: 37.17% [465000/1251000] [371.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002097] [CE 5.130 (4.724)] [KD 6.030 (5.775)] +2024-10-12 18:20:35,127 - Train: 37.17% [465050/1251000] [371.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002097] [CE 4.713 (4.749)] [KD 5.895 (5.827)] +2024-10-12 18:20:42,876 - Train: 37.18% [465100/1251000] [371.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.002097] [CE 4.507 (4.765)] [KD 5.889 (5.872)] +2024-10-12 18:20:50,302 - Train: 37.18% [465150/1251000] [371.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.002097] [CE 4.713 (4.710)] [KD 5.942 (5.800)] +2024-10-12 18:20:57,807 - Train: 37.19% [465200/1251000] [371.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002097] [CE 5.000 (4.757)] [KD 5.845 (5.773)] +2024-10-12 18:21:05,417 - Train: 37.19% [465250/1251000] [371.9/1000.0] [batch_t 0.289 (0.152)] [data_t 0.003] [optim_t 0.286] [lr 0.002097] [CE 4.988 (4.801)] [KD 5.821 (5.735)] +2024-10-12 18:21:12,977 - Train: 37.19% [465300/1251000] [371.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002096] [CE 4.553 (4.744)] [KD 5.757 (5.765)] +2024-10-12 18:21:20,491 - Train: 37.20% [465350/1251000] [372.0/1000.0] [batch_t 0.162 (0.150)] [data_t 0.003] [optim_t 0.159] [lr 0.002096] [CE 4.483 (4.826)] [KD 5.853 (5.854)] +2024-10-12 18:21:29,472 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 31101] [top5_cnt 42364] [top_all 50000] +2024-10-12 18:21:29,473 - net: 62.202 (84.728) +2024-10-12 18:21:35,291 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34935] [top5_cnt 44682] [top_all 50000] +2024-10-12 18:21:35,292 - net_E: 69.870 (89.364) +2024-10-12 18:21:35,465 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.872 (epoch: 371)] +2024-10-12 18:21:35,466 - ==> Total time: 20:34:26 Eta: 1 day, 10:43:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 18:21:41,631 - Train: 37.20% [465400/1251000] [372.0/1000.0] [batch_t 0.151 (0.164)] [data_t 0.005] [optim_t 0.146] [lr 0.002096] [CE 4.661 (4.591)] [KD 5.607 (5.707)] +2024-10-12 18:21:49,266 - Train: 37.21% [465450/1251000] [372.1/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.002096] [CE 5.125 (4.802)] [KD 5.743 (5.808)] +2024-10-12 18:21:56,853 - Train: 37.21% [465500/1251000] [372.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002096] [CE 4.444 (4.663)] [KD 5.637 (5.793)] +2024-10-12 18:22:04,506 - Train: 37.21% [465550/1251000] [372.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002096] [CE 4.694 (4.669)] [KD 5.825 (5.747)] +2024-10-12 18:22:11,941 - Train: 37.22% [465600/1251000] [372.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002095] [CE 4.474 (4.748)] [KD 5.740 (5.804)] +2024-10-12 18:22:19,414 - Train: 37.22% [465650/1251000] [372.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002095] [CE 5.243 (4.772)] [KD 5.963 (5.847)] +2024-10-12 18:22:27,372 - Train: 37.23% [465700/1251000] [372.3/1000.0] [batch_t 0.149 (0.159)] [data_t 0.005] [optim_t 0.143] [lr 0.002095] [CE 4.703 (4.647)] [KD 5.934 (5.734)] +2024-10-12 18:22:34,898 - Train: 37.23% [465750/1251000] [372.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002095] [CE 5.205 (4.767)] [KD 6.325 (5.787)] +2024-10-12 18:22:42,286 - Train: 37.23% [465800/1251000] [372.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002095] [CE 4.938 (4.741)] [KD 5.608 (5.801)] +2024-10-12 18:22:49,747 - Train: 37.24% [465850/1251000] [372.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.002095] [CE 4.704 (4.707)] [KD 5.800 (5.809)] +2024-10-12 18:22:57,396 - Train: 37.24% [465900/1251000] [372.4/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.002094] [CE 4.781 (4.702)] [KD 5.743 (5.737)] +2024-10-12 18:23:05,112 - Train: 37.25% [465950/1251000] [372.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002094] [CE 5.040 (4.782)] [KD 6.048 (5.874)] +2024-10-12 18:23:12,655 - Train: 37.25% [466000/1251000] [372.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002094] [CE 5.068 (4.720)] [KD 6.102 (5.840)] +2024-10-12 18:23:20,212 - Train: 37.25% [466050/1251000] [372.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002094] [CE 4.852 (4.751)] [KD 5.725 (5.805)] +2024-10-12 18:23:27,862 - Train: 37.26% [466100/1251000] [372.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002094] [CE 4.561 (4.750)] [KD 5.385 (5.785)] +2024-10-12 18:23:35,462 - Train: 37.26% [466150/1251000] [372.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002094] [CE 4.979 (4.743)] [KD 5.859 (5.764)] +2024-10-12 18:23:43,030 - Train: 37.27% [466200/1251000] [372.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002093] [CE 4.978 (4.749)] [KD 5.777 (5.719)] +2024-10-12 18:23:50,612 - Train: 37.27% [466250/1251000] [372.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002093] [CE 5.028 (4.713)] [KD 5.882 (5.746)] +2024-10-12 18:23:58,203 - Train: 37.27% [466300/1251000] [372.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002093] [CE 5.288 (4.688)] [KD 5.880 (5.776)] +2024-10-12 18:24:05,973 - Train: 37.28% [466350/1251000] [372.8/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.002093] [CE 3.992 (4.651)] [KD 5.461 (5.712)] +2024-10-12 18:24:13,390 - Train: 37.28% [466400/1251000] [372.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.002093] [CE 4.508 (4.656)] [KD 5.597 (5.669)] +2024-10-12 18:24:20,795 - Train: 37.29% [466450/1251000] [372.9/1000.0] [batch_t 0.154 (0.148)] [data_t 0.006] [optim_t 0.148] [lr 0.002092] [CE 4.484 (4.720)] [KD 5.733 (5.787)] +2024-10-12 18:24:28,295 - Train: 37.29% [466500/1251000] [372.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002092] [CE 4.670 (4.704)] [KD 6.053 (5.759)] +2024-10-12 18:24:36,034 - Train: 37.29% [466550/1251000] [372.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.002092] [CE 4.631 (4.653)] [KD 5.697 (5.754)] +2024-10-12 18:24:43,568 - Train: 37.30% [466600/1251000] [373.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002092] [CE 4.928 (4.712)] [KD 6.241 (5.728)] +2024-10-12 18:24:52,795 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.108)] [top1_cnt 31286] [top5_cnt 42475] [top_all 50000] +2024-10-12 18:24:52,795 - net: 62.572 (84.950) +2024-10-12 18:24:58,536 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 34933] [top5_cnt 44706] [top_all 50000] +2024-10-12 18:24:58,536 - net_E: 69.866 (89.412) +2024-10-12 18:24:58,666 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.872 (epoch: 371)] +2024-10-12 18:24:58,667 - ==> Total time: 20:37:49 Eta: 1 day, 10:40:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 18:25:04,694 - Train: 37.30% [466650/1251000] [373.0/1000.0] [batch_t 0.144 (0.163)] [data_t 0.005] [optim_t 0.139] [lr 0.002092] [CE 4.343 (4.874)] [KD 5.551 (5.789)] +2024-10-12 18:25:12,393 - Train: 37.31% [466700/1251000] [373.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002092] [CE 4.444 (4.748)] [KD 5.696 (5.720)] +2024-10-12 18:25:19,979 - Train: 37.31% [466750/1251000] [373.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002091] [CE 4.853 (4.760)] [KD 5.818 (5.748)] +2024-10-12 18:25:27,510 - Train: 37.31% [466800/1251000] [373.1/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.002091] [CE 4.903 (4.779)] [KD 5.730 (5.727)] +2024-10-12 18:25:35,074 - Train: 37.32% [466850/1251000] [373.2/1000.0] [batch_t 0.159 (0.151)] [data_t 0.005] [optim_t 0.154] [lr 0.002091] [CE 5.099 (4.743)] [KD 5.704 (5.812)] +2024-10-12 18:25:42,627 - Train: 37.32% [466900/1251000] [373.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.002091] [CE 4.657 (4.744)] [KD 5.647 (5.782)] +2024-10-12 18:25:50,374 - Train: 37.33% [466950/1251000] [373.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002091] [CE 4.656 (4.686)] [KD 5.902 (5.773)] +2024-10-12 18:25:57,936 - Train: 37.33% [467000/1251000] [373.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.002091] [CE 4.606 (4.694)] [KD 5.831 (5.737)] +2024-10-12 18:26:05,627 - Train: 37.33% [467050/1251000] [373.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.002090] [CE 4.946 (4.751)] [KD 5.519 (5.621)] +2024-10-12 18:26:13,187 - Train: 37.34% [467100/1251000] [373.4/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.002090] [CE 4.508 (4.751)] [KD 5.841 (5.722)] +2024-10-12 18:26:20,579 - Train: 37.34% [467150/1251000] [373.4/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002090] [CE 4.690 (4.691)] [KD 5.454 (5.698)] +2024-10-12 18:26:27,987 - Train: 37.35% [467200/1251000] [373.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002090] [CE 4.964 (4.698)] [KD 5.867 (5.632)] +2024-10-12 18:26:35,665 - Train: 37.35% [467250/1251000] [373.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.002090] [CE 4.477 (4.728)] [KD 5.846 (5.777)] +2024-10-12 18:26:43,089 - Train: 37.35% [467300/1251000] [373.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.002] [optim_t 0.146] [lr 0.002090] [CE 5.214 (4.761)] [KD 6.155 (5.876)] +2024-10-12 18:26:50,860 - Train: 37.36% [467350/1251000] [373.6/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002089] [CE 4.400 (4.751)] [KD 5.754 (5.863)] +2024-10-12 18:26:58,486 - Train: 37.36% [467400/1251000] [373.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002089] [CE 4.629 (4.768)] [KD 5.797 (5.888)] +2024-10-12 18:27:05,947 - Train: 37.37% [467450/1251000] [373.7/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.002089] [CE 4.796 (4.755)] [KD 5.718 (5.879)] +2024-10-12 18:27:13,414 - Train: 37.37% [467500/1251000] [373.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002089] [CE 4.882 (4.701)] [KD 5.748 (5.914)] +2024-10-12 18:27:20,976 - Train: 37.37% [467550/1251000] [373.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002089] [CE 4.794 (4.776)] [KD 5.441 (5.779)] +2024-10-12 18:27:28,539 - Train: 37.38% [467600/1251000] [373.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.006] [optim_t 0.139] [lr 0.002089] [CE 4.956 (4.811)] [KD 5.924 (5.870)] +2024-10-12 18:27:36,159 - Train: 37.38% [467650/1251000] [373.8/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.002088] [CE 4.542 (4.747)] [KD 5.589 (5.878)] +2024-10-12 18:27:43,532 - Train: 37.39% [467700/1251000] [373.9/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.002088] [CE 4.802 (4.766)] [KD 6.108 (5.842)] +2024-10-12 18:27:51,049 - Train: 37.39% [467750/1251000] [373.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002088] [CE 4.839 (4.711)] [KD 5.800 (5.751)] +2024-10-12 18:27:58,680 - Train: 37.39% [467800/1251000] [373.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002088] [CE 4.841 (4.821)] [KD 5.976 (5.809)] +2024-10-12 18:28:06,239 - Train: 37.40% [467850/1251000] [374.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002088] [CE 4.984 (4.719)] [KD 6.041 (5.863)] +2024-10-12 18:28:15,457 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.108)] [top1_cnt 30854] [top5_cnt 42203] [top_all 50000] +2024-10-12 18:28:15,457 - net: 61.708 (84.406) +2024-10-12 18:28:21,236 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 34940] [top5_cnt 44720] [top_all 50000] +2024-10-12 18:28:21,236 - net_E: 69.880 (89.440) +2024-10-12 18:28:21,378 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.880 (epoch: 374)] +2024-10-12 18:28:21,379 - ==> Total time: 20:41:12 Eta: 1 day, 10:37:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 18:28:28,038 - Train: 37.40% [467900/1251000] [374.0/1000.0] [batch_t 0.150 (0.172)] [data_t 0.006] [optim_t 0.144] [lr 0.002088] [CE 4.608 (4.699)] [KD 5.764 (5.645)] +2024-10-12 18:28:35,578 - Train: 37.41% [467950/1251000] [374.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002087] [CE 4.831 (4.758)] [KD 5.738 (5.687)] +2024-10-12 18:28:42,976 - Train: 37.41% [468000/1251000] [374.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002087] [CE 5.152 (4.646)] [KD 5.870 (5.619)] +2024-10-12 18:28:50,752 - Train: 37.41% [468050/1251000] [374.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.002087] [CE 5.307 (4.768)] [KD 6.171 (5.768)] +2024-10-12 18:28:58,235 - Train: 37.42% [468100/1251000] [374.2/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.002087] [CE 4.979 (4.766)] [KD 6.114 (5.835)] +2024-10-12 18:29:06,048 - Train: 37.42% [468150/1251000] [374.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.002087] [CE 4.753 (4.643)] [KD 5.653 (5.708)] +2024-10-12 18:29:13,832 - Train: 37.43% [468200/1251000] [374.3/1000.0] [batch_t 0.277 (0.156)] [data_t 0.005] [optim_t 0.271] [lr 0.002086] [CE 4.706 (4.808)] [KD 5.894 (5.849)] +2024-10-12 18:29:21,257 - Train: 37.43% [468250/1251000] [374.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.002086] [CE 5.073 (4.765)] [KD 5.867 (5.807)] +2024-10-12 18:29:28,671 - Train: 37.43% [468300/1251000] [374.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002086] [CE 4.917 (4.776)] [KD 5.662 (5.759)] +2024-10-12 18:29:36,281 - Train: 37.44% [468350/1251000] [374.4/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.002086] [CE 4.803 (4.787)] [KD 5.764 (5.807)] +2024-10-12 18:29:43,859 - Train: 37.44% [468400/1251000] [374.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.008] [optim_t 0.140] [lr 0.002086] [CE 4.982 (4.682)] [KD 5.958 (5.826)] +2024-10-12 18:29:51,431 - Train: 37.45% [468450/1251000] [374.5/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.002086] [CE 5.424 (4.709)] [KD 5.934 (5.779)] +2024-10-12 18:29:59,020 - Train: 37.45% [468500/1251000] [374.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002085] [CE 4.825 (4.741)] [KD 5.591 (5.745)] +2024-10-12 18:30:06,488 - Train: 37.45% [468550/1251000] [374.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.002085] [CE 5.354 (4.801)] [KD 6.344 (5.863)] +2024-10-12 18:30:14,263 - Train: 37.46% [468600/1251000] [374.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002085] [CE 4.336 (4.738)] [KD 5.633 (5.838)] +2024-10-12 18:30:21,790 - Train: 37.46% [468650/1251000] [374.6/1000.0] [batch_t 0.142 (0.150)] [data_t 0.005] [optim_t 0.137] [lr 0.002085] [CE 4.252 (4.703)] [KD 5.906 (5.795)] +2024-10-12 18:30:29,206 - Train: 37.47% [468700/1251000] [374.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002085] [CE 4.946 (4.796)] [KD 5.807 (5.846)] +2024-10-12 18:30:36,748 - Train: 37.47% [468750/1251000] [374.7/1000.0] [batch_t 0.158 (0.151)] [data_t 0.005] [optim_t 0.154] [lr 0.002085] [CE 4.518 (4.721)] [KD 5.428 (5.746)] +2024-10-12 18:30:44,275 - Train: 37.47% [468800/1251000] [374.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002084] [CE 4.733 (4.679)] [KD 5.825 (5.769)] +2024-10-12 18:30:51,733 - Train: 37.48% [468850/1251000] [374.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002084] [CE 4.430 (4.745)] [KD 5.813 (5.759)] +2024-10-12 18:30:59,553 - Train: 37.48% [468900/1251000] [374.8/1000.0] [batch_t 0.147 (0.156)] [data_t 0.006] [optim_t 0.141] [lr 0.002084] [CE 4.522 (4.706)] [KD 5.627 (5.740)] +2024-10-12 18:31:07,026 - Train: 37.49% [468950/1251000] [374.9/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.002084] [CE 4.690 (4.770)] [KD 5.716 (5.813)] +2024-10-12 18:31:14,721 - Train: 37.49% [469000/1251000] [374.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.002084] [CE 4.780 (4.756)] [KD 5.900 (5.791)] +2024-10-12 18:31:22,293 - Train: 37.49% [469050/1251000] [374.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.002084] [CE 5.135 (4.746)] [KD 5.759 (5.760)] +2024-10-12 18:31:29,722 - Train: 37.50% [469100/1251000] [375.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002083] [CE 4.762 (4.727)] [KD 5.877 (5.817)] +2024-10-12 18:31:38,990 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 31424] [top5_cnt 42535] [top_all 50000] +2024-10-12 18:31:38,991 - net: 62.848 (85.070) +2024-10-12 18:31:44,678 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 34971] [top5_cnt 44710] [top_all 50000] +2024-10-12 18:31:44,679 - net_E: 69.942 (89.420) +2024-10-12 18:31:44,816 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.942 (epoch: 375)] +2024-10-12 18:31:44,816 - ==> Total time: 20:44:35 Eta: 1 day, 10:34:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 18:31:52,385 - Train: 37.50% [469150/1251000] [375.0/1000.0] [batch_t 0.147 (0.173)] [data_t 0.006] [optim_t 0.141] [lr 0.002083] [CE 4.951 (4.712)] [KD 5.947 (5.773)] +2024-10-12 18:32:00,037 - Train: 37.51% [469200/1251000] [375.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002083] [CE 5.089 (4.711)] [KD 5.964 (5.736)] +2024-10-12 18:32:07,455 - Train: 37.51% [469250/1251000] [375.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002083] [CE 4.772 (4.808)] [KD 5.389 (5.745)] +2024-10-12 18:32:15,342 - Train: 37.51% [469300/1251000] [375.1/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.002083] [CE 4.988 (4.744)] [KD 5.992 (5.715)] +2024-10-12 18:32:22,812 - Train: 37.52% [469350/1251000] [375.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.002083] [CE 4.369 (4.766)] [KD 5.427 (5.863)] +2024-10-12 18:32:30,264 - Train: 37.52% [469400/1251000] [375.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002082] [CE 5.344 (4.770)] [KD 6.097 (5.776)] +2024-10-12 18:32:37,874 - Train: 37.53% [469450/1251000] [375.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.011] [optim_t 0.141] [lr 0.002082] [CE 4.320 (4.735)] [KD 5.957 (5.823)] +2024-10-12 18:32:45,559 - Train: 37.53% [469500/1251000] [375.3/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.002082] [CE 4.462 (4.703)] [KD 5.544 (5.744)] +2024-10-12 18:32:53,127 - Train: 37.53% [469550/1251000] [375.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.002082] [CE 4.070 (4.693)] [KD 5.449 (5.718)] +2024-10-12 18:33:00,759 - Train: 37.54% [469600/1251000] [375.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.002082] [CE 4.560 (4.673)] [KD 5.599 (5.704)] +2024-10-12 18:33:08,239 - Train: 37.54% [469650/1251000] [375.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002081] [CE 4.938 (4.723)] [KD 5.642 (5.733)] +2024-10-12 18:33:15,765 - Train: 37.55% [469700/1251000] [375.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.008] [optim_t 0.141] [lr 0.002081] [CE 4.917 (4.703)] [KD 6.174 (5.636)] +2024-10-12 18:33:23,378 - Train: 37.55% [469750/1251000] [375.5/1000.0] [batch_t 0.244 (0.152)] [data_t 0.006] [optim_t 0.238] [lr 0.002081] [CE 4.972 (4.761)] [KD 6.027 (5.873)] +2024-10-12 18:33:30,773 - Train: 37.55% [469800/1251000] [375.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.002081] [CE 4.557 (4.724)] [KD 5.548 (5.759)] +2024-10-12 18:33:38,397 - Train: 37.56% [469850/1251000] [375.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002081] [CE 4.997 (4.822)] [KD 5.809 (5.958)] +2024-10-12 18:33:45,982 - Train: 37.56% [469900/1251000] [375.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002081] [CE 4.600 (4.809)] [KD 5.590 (5.889)] +2024-10-12 18:33:53,655 - Train: 37.57% [469950/1251000] [375.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002080] [CE 5.170 (4.733)] [KD 5.981 (5.786)] +2024-10-12 18:34:01,198 - Train: 37.57% [470000/1251000] [375.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002080] [CE 5.087 (4.754)] [KD 5.725 (5.746)] +2024-10-12 18:34:08,787 - Train: 37.57% [470050/1251000] [375.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.007] [optim_t 0.140] [lr 0.002080] [CE 4.623 (4.763)] [KD 5.308 (5.826)] +2024-10-12 18:34:16,285 - Train: 37.58% [470100/1251000] [375.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002080] [CE 4.938 (4.695)] [KD 5.886 (5.740)] +2024-10-12 18:34:23,957 - Train: 37.58% [470150/1251000] [375.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002080] [CE 4.209 (4.681)] [KD 5.561 (5.764)] +2024-10-12 18:34:31,402 - Train: 37.59% [470200/1251000] [375.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002080] [CE 4.763 (4.690)] [KD 6.028 (5.789)] +2024-10-12 18:34:38,858 - Train: 37.59% [470250/1251000] [375.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002079] [CE 4.729 (4.727)] [KD 5.710 (5.813)] +2024-10-12 18:34:46,450 - Train: 37.59% [470300/1251000] [375.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002079] [CE 4.925 (4.706)] [KD 6.015 (5.756)] +2024-10-12 18:34:54,244 - Train: 37.60% [470350/1251000] [376.0/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002079] [CE 4.872 (4.769)] [KD 5.796 (5.836)] +2024-10-12 18:35:03,692 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 30716] [top5_cnt 42050] [top_all 50000] +2024-10-12 18:35:03,693 - net: 61.432 (84.100) +2024-10-12 18:35:09,485 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 34954] [top5_cnt 44698] [top_all 50000] +2024-10-12 18:35:09,486 - net_E: 69.908 (89.396) +2024-10-12 18:35:09,637 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.942 (epoch: 375)] +2024-10-12 18:35:09,638 - ==> Total time: 20:48:00 Eta: 1 day, 10:31:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 18:35:15,526 - Train: 37.60% [470400/1251000] [376.0/1000.0] [batch_t 0.147 (0.179)] [data_t 0.005] [optim_t 0.142] [lr 0.002079] [CE 5.004 (4.843)] [KD 5.759 (5.827)] +2024-10-12 18:35:23,052 - Train: 37.61% [470450/1251000] [376.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002079] [CE 4.590 (4.774)] [KD 5.840 (5.762)] +2024-10-12 18:35:30,840 - Train: 37.61% [470500/1251000] [376.1/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.002079] [CE 4.902 (4.738)] [KD 5.669 (5.730)] +2024-10-12 18:35:38,268 - Train: 37.61% [470550/1251000] [376.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002078] [CE 4.433 (4.752)] [KD 5.739 (5.759)] +2024-10-12 18:35:45,763 - Train: 37.62% [470600/1251000] [376.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002078] [CE 4.961 (4.674)] [KD 5.798 (5.748)] +2024-10-12 18:35:53,554 - Train: 37.62% [470650/1251000] [376.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.002078] [CE 4.645 (4.753)] [KD 5.654 (5.723)] +2024-10-12 18:36:01,182 - Train: 37.63% [470700/1251000] [376.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002078] [CE 4.823 (4.704)] [KD 5.825 (5.735)] +2024-10-12 18:36:09,095 - Train: 37.63% [470750/1251000] [376.3/1000.0] [batch_t 0.157 (0.158)] [data_t 0.005] [optim_t 0.152] [lr 0.002078] [CE 4.213 (4.713)] [KD 5.718 (5.797)] +2024-10-12 18:36:16,792 - Train: 37.63% [470800/1251000] [376.3/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.002078] [CE 4.951 (4.763)] [KD 5.935 (5.862)] +2024-10-12 18:36:24,467 - Train: 37.64% [470850/1251000] [376.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.006] [optim_t 0.145] [lr 0.002077] [CE 4.450 (4.721)] [KD 5.360 (5.742)] +2024-10-12 18:36:32,223 - Train: 37.64% [470900/1251000] [376.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.002077] [CE 4.343 (4.732)] [KD 5.608 (5.735)] +2024-10-12 18:36:39,872 - Train: 37.65% [470950/1251000] [376.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.006] [optim_t 0.145] [lr 0.002077] [CE 4.149 (4.723)] [KD 5.599 (5.693)] +2024-10-12 18:36:47,490 - Train: 37.65% [471000/1251000] [376.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002077] [CE 4.986 (4.715)] [KD 6.062 (5.757)] +2024-10-12 18:36:55,277 - Train: 37.65% [471050/1251000] [376.5/1000.0] [batch_t 0.148 (0.156)] [data_t 0.006] [optim_t 0.142] [lr 0.002077] [CE 4.885 (4.715)] [KD 5.709 (5.855)] +2024-10-12 18:37:02,765 - Train: 37.66% [471100/1251000] [376.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002076] [CE 4.573 (4.714)] [KD 5.934 (5.729)] +2024-10-12 18:37:10,429 - Train: 37.66% [471150/1251000] [376.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.002076] [CE 4.676 (4.762)] [KD 5.652 (5.821)] +2024-10-12 18:37:18,349 - Train: 37.67% [471200/1251000] [376.7/1000.0] [batch_t 0.154 (0.158)] [data_t 0.003] [optim_t 0.151] [lr 0.002076] [CE 5.053 (4.748)] [KD 5.945 (5.732)] +2024-10-12 18:37:25,897 - Train: 37.67% [471250/1251000] [376.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002076] [CE 4.234 (4.737)] [KD 5.887 (5.871)] +2024-10-12 18:37:33,495 - Train: 37.67% [471300/1251000] [376.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002076] [CE 5.267 (4.775)] [KD 6.017 (5.787)] +2024-10-12 18:37:41,058 - Train: 37.68% [471350/1251000] [376.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.002076] [CE 4.959 (4.806)] [KD 6.197 (5.897)] +2024-10-12 18:37:48,470 - Train: 37.68% [471400/1251000] [376.8/1000.0] [batch_t 0.144 (0.148)] [data_t 0.006] [optim_t 0.138] [lr 0.002075] [CE 4.469 (4.840)] [KD 5.908 (5.867)] +2024-10-12 18:37:55,954 - Train: 37.69% [471450/1251000] [376.9/1000.0] [batch_t 0.162 (0.150)] [data_t 0.004] [optim_t 0.158] [lr 0.002075] [CE 5.054 (4.747)] [KD 5.739 (5.768)] +2024-10-12 18:38:03,699 - Train: 37.69% [471500/1251000] [376.9/1000.0] [batch_t 0.145 (0.155)] [data_t 0.003] [optim_t 0.142] [lr 0.002075] [CE 4.438 (4.668)] [KD 5.467 (5.764)] +2024-10-12 18:38:11,197 - Train: 37.69% [471550/1251000] [376.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.002075] [CE 4.716 (4.719)] [KD 5.755 (5.698)] +2024-10-12 18:38:19,062 - Train: 37.70% [471600/1251000] [377.0/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.002075] [CE 4.914 (4.729)] [KD 5.892 (5.769)] +2024-10-12 18:38:28,840 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 31076] [top5_cnt 42302] [top_all 50000] +2024-10-12 18:38:28,841 - net: 62.152 (84.604) +2024-10-12 18:38:34,549 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 34960] [top5_cnt 44716] [top_all 50000] +2024-10-12 18:38:34,550 - net_E: 69.920 (89.432) +2024-10-12 18:38:34,696 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.942 (epoch: 375)] +2024-10-12 18:38:34,697 - ==> Total time: 20:51:25 Eta: 1 day, 10:28:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 18:38:40,132 - Train: 37.70% [471650/1251000] [377.0/1000.0] [batch_t 0.149 (0.169)] [data_t 0.005] [optim_t 0.144] [lr 0.002075] [CE 4.594 (4.749)] [KD 5.593 (5.720)] +2024-10-12 18:38:47,663 - Train: 37.71% [471700/1251000] [377.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002074] [CE 4.487 (4.717)] [KD 5.761 (5.831)] +2024-10-12 18:38:55,103 - Train: 37.71% [471750/1251000] [377.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.002074] [CE 5.234 (4.763)] [KD 5.851 (5.728)] +2024-10-12 18:39:02,569 - Train: 37.71% [471800/1251000] [377.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.002074] [CE 5.075 (4.750)] [KD 5.838 (5.819)] +2024-10-12 18:39:10,051 - Train: 37.72% [471850/1251000] [377.2/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.002074] [CE 4.773 (4.769)] [KD 5.730 (5.797)] +2024-10-12 18:39:17,898 - Train: 37.72% [471900/1251000] [377.2/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.002074] [CE 4.543 (4.827)] [KD 5.757 (5.861)] +2024-10-12 18:39:25,473 - Train: 37.73% [471950/1251000] [377.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002074] [CE 4.272 (4.717)] [KD 5.505 (5.737)] +2024-10-12 18:39:33,208 - Train: 37.73% [472000/1251000] [377.3/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.002073] [CE 5.161 (4.781)] [KD 6.007 (5.777)] +2024-10-12 18:39:40,733 - Train: 37.73% [472050/1251000] [377.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002073] [CE 4.651 (4.698)] [KD 5.590 (5.737)] +2024-10-12 18:39:48,319 - Train: 37.74% [472100/1251000] [377.4/1000.0] [batch_t 0.157 (0.152)] [data_t 0.005] [optim_t 0.153] [lr 0.002073] [CE 4.934 (4.667)] [KD 5.409 (5.756)] +2024-10-12 18:39:55,793 - Train: 37.74% [472150/1251000] [377.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002073] [CE 5.128 (4.794)] [KD 6.188 (5.849)] +2024-10-12 18:40:03,480 - Train: 37.75% [472200/1251000] [377.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002073] [CE 4.957 (4.713)] [KD 5.949 (5.813)] +2024-10-12 18:40:10,982 - Train: 37.75% [472250/1251000] [377.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002073] [CE 4.510 (4.741)] [KD 5.601 (5.787)] +2024-10-12 18:40:18,423 - Train: 37.75% [472300/1251000] [377.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002072] [CE 4.843 (4.766)] [KD 5.842 (5.802)] +2024-10-12 18:40:25,950 - Train: 37.76% [472350/1251000] [377.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.002072] [CE 4.889 (4.775)] [KD 5.706 (5.850)] +2024-10-12 18:40:33,592 - Train: 37.76% [472400/1251000] [377.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.002072] [CE 4.841 (4.773)] [KD 6.095 (5.783)] +2024-10-12 18:40:41,289 - Train: 37.77% [472450/1251000] [377.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002072] [CE 4.782 (4.755)] [KD 5.845 (5.733)] +2024-10-12 18:40:48,942 - Train: 37.77% [472500/1251000] [377.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.007] [optim_t 0.140] [lr 0.002072] [CE 4.667 (4.727)] [KD 5.585 (5.772)] +2024-10-12 18:40:56,512 - Train: 37.77% [472550/1251000] [377.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002071] [CE 4.974 (4.715)] [KD 6.317 (5.732)] +2024-10-12 18:41:03,953 - Train: 37.78% [472600/1251000] [377.8/1000.0] [batch_t 0.156 (0.149)] [data_t 0.005] [optim_t 0.151] [lr 0.002071] [CE 4.863 (4.751)] [KD 5.810 (5.721)] +2024-10-12 18:41:11,420 - Train: 37.78% [472650/1251000] [377.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.002071] [CE 5.077 (4.784)] [KD 6.204 (5.819)] +2024-10-12 18:41:18,857 - Train: 37.79% [472700/1251000] [377.9/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002071] [CE 5.021 (4.754)] [KD 5.981 (5.849)] +2024-10-12 18:41:26,422 - Train: 37.79% [472750/1251000] [377.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002071] [CE 5.156 (4.730)] [KD 5.788 (5.746)] +2024-10-12 18:41:34,086 - Train: 37.79% [472800/1251000] [377.9/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.002071] [CE 4.695 (4.758)] [KD 5.949 (5.805)] +2024-10-12 18:41:41,907 - Train: 37.80% [472850/1251000] [378.0/1000.0] [batch_t 0.153 (0.156)] [data_t 0.006] [optim_t 0.147] [lr 0.002070] [CE 4.797 (4.778)] [KD 5.830 (5.801)] +2024-10-12 18:41:51,754 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 30233] [top5_cnt 41722] [top_all 50000] +2024-10-12 18:41:51,755 - net: 60.466 (83.444) +2024-10-12 18:41:57,451 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.103)] [top1_cnt 34958] [top5_cnt 44734] [top_all 50000] +2024-10-12 18:41:57,451 - net_E: 69.916 (89.468) +2024-10-12 18:41:58,550 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.942 (epoch: 375)] +2024-10-12 18:41:58,551 - ==> Total time: 20:54:49 Eta: 1 day, 10:24:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 18:42:03,901 - Train: 37.80% [472900/1251000] [378.0/1000.0] [batch_t 0.151 (0.183)] [data_t 0.005] [optim_t 0.146] [lr 0.002070] [CE 4.361 (4.761)] [KD 5.843 (5.740)] +2024-10-12 18:42:11,374 - Train: 37.81% [472950/1251000] [378.1/1000.0] [batch_t 0.156 (0.149)] [data_t 0.004] [optim_t 0.152] [lr 0.002070] [CE 4.630 (4.773)] [KD 5.597 (5.777)] +2024-10-12 18:42:18,824 - Train: 37.81% [473000/1251000] [378.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.002070] [CE 4.449 (4.671)] [KD 5.656 (5.726)] +2024-10-12 18:42:26,266 - Train: 37.81% [473050/1251000] [378.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002070] [CE 4.785 (4.764)] [KD 5.572 (5.789)] +2024-10-12 18:42:33,857 - Train: 37.82% [473100/1251000] [378.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.002070] [CE 4.778 (4.687)] [KD 6.094 (5.759)] +2024-10-12 18:42:41,586 - Train: 37.82% [473150/1251000] [378.2/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.002069] [CE 4.808 (4.738)] [KD 6.056 (5.849)] +2024-10-12 18:42:49,228 - Train: 37.83% [473200/1251000] [378.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002069] [CE 4.400 (4.785)] [KD 5.449 (5.856)] +2024-10-12 18:42:56,779 - Train: 37.83% [473250/1251000] [378.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002069] [CE 4.570 (4.685)] [KD 5.514 (5.674)] +2024-10-12 18:43:04,338 - Train: 37.83% [473300/1251000] [378.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002069] [CE 4.889 (4.730)] [KD 5.629 (5.703)] +2024-10-12 18:43:11,892 - Train: 37.84% [473350/1251000] [378.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002069] [CE 4.932 (4.736)] [KD 5.789 (5.720)] +2024-10-12 18:43:19,333 - Train: 37.84% [473400/1251000] [378.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002069] [CE 4.696 (4.711)] [KD 5.611 (5.762)] +2024-10-12 18:43:27,035 - Train: 37.85% [473450/1251000] [378.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.002068] [CE 4.858 (4.727)] [KD 5.590 (5.778)] +2024-10-12 18:43:34,584 - Train: 37.85% [473500/1251000] [378.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002068] [CE 4.453 (4.710)] [KD 5.808 (5.728)] +2024-10-12 18:43:41,989 - Train: 37.85% [473550/1251000] [378.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.008] [optim_t 0.141] [lr 0.002068] [CE 4.121 (4.695)] [KD 5.343 (5.748)] +2024-10-12 18:43:49,621 - Train: 37.86% [473600/1251000] [378.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.006] [optim_t 0.146] [lr 0.002068] [CE 4.417 (4.759)] [KD 5.680 (5.829)] +2024-10-12 18:43:57,277 - Train: 37.86% [473650/1251000] [378.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002068] [CE 5.139 (4.775)] [KD 5.987 (5.758)] +2024-10-12 18:44:05,198 - Train: 37.87% [473700/1251000] [378.7/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.002067] [CE 4.759 (4.738)] [KD 5.854 (5.775)] +2024-10-12 18:44:12,913 - Train: 37.87% [473750/1251000] [378.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002067] [CE 3.991 (4.704)] [KD 5.392 (5.738)] +2024-10-12 18:44:20,402 - Train: 37.87% [473800/1251000] [378.7/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.151] [lr 0.002067] [CE 4.576 (4.708)] [KD 5.496 (5.767)] +2024-10-12 18:44:27,855 - Train: 37.88% [473850/1251000] [378.8/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.002067] [CE 4.493 (4.732)] [KD 5.929 (5.786)] +2024-10-12 18:44:35,476 - Train: 37.88% [473900/1251000] [378.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002067] [CE 4.321 (4.776)] [KD 5.684 (5.808)] +2024-10-12 18:44:42,962 - Train: 37.89% [473950/1251000] [378.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002067] [CE 4.370 (4.742)] [KD 5.561 (5.759)] +2024-10-12 18:44:50,707 - Train: 37.89% [474000/1251000] [378.9/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.002066] [CE 5.007 (4.738)] [KD 5.840 (5.735)] +2024-10-12 18:44:58,453 - Train: 37.89% [474050/1251000] [378.9/1000.0] [batch_t 0.166 (0.155)] [data_t 0.006] [optim_t 0.160] [lr 0.002066] [CE 4.568 (4.829)] [KD 5.704 (5.820)] +2024-10-12 18:45:06,140 - Train: 37.90% [474100/1251000] [379.0/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002066] [CE 4.315 (4.727)] [KD 5.748 (5.811)] +2024-10-12 18:45:16,045 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 31168] [top5_cnt 42451] [top_all 50000] +2024-10-12 18:45:16,046 - net: 62.336 (84.902) +2024-10-12 18:45:21,927 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 34892] [top5_cnt 44730] [top_all 50000] +2024-10-12 18:45:21,927 - net_E: 69.784 (89.460) +2024-10-12 18:45:22,063 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.942 (epoch: 375)] +2024-10-12 18:45:22,063 - ==> Total time: 20:58:13 Eta: 1 day, 10:21:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 18:45:27,470 - Train: 37.90% [474150/1251000] [379.0/1000.0] [batch_t 0.156 (0.179)] [data_t 0.005] [optim_t 0.151] [lr 0.002066] [CE 4.882 (4.694)] [KD 5.843 (5.698)] +2024-10-12 18:45:34,913 - Train: 37.91% [474200/1251000] [379.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.002066] [CE 5.049 (4.729)] [KD 5.967 (5.694)] +2024-10-12 18:45:42,360 - Train: 37.91% [474250/1251000] [379.1/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.002066] [CE 5.056 (4.676)] [KD 5.858 (5.722)] +2024-10-12 18:45:50,246 - Train: 37.91% [474300/1251000] [379.1/1000.0] [batch_t 0.147 (0.158)] [data_t 0.005] [optim_t 0.142] [lr 0.002065] [CE 4.964 (4.756)] [KD 5.837 (5.783)] +2024-10-12 18:45:57,717 - Train: 37.92% [474350/1251000] [379.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.007] [optim_t 0.142] [lr 0.002065] [CE 5.033 (4.716)] [KD 6.242 (5.739)] +2024-10-12 18:46:05,413 - Train: 37.92% [474400/1251000] [379.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002065] [CE 4.636 (4.765)] [KD 5.549 (5.797)] +2024-10-12 18:46:13,087 - Train: 37.93% [474450/1251000] [379.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.002065] [CE 4.917 (4.692)] [KD 5.905 (5.706)] +2024-10-12 18:46:20,780 - Train: 37.93% [474500/1251000] [379.3/1000.0] [batch_t 0.320 (0.154)] [data_t 0.006] [optim_t 0.314] [lr 0.002065] [CE 5.178 (4.663)] [KD 6.402 (5.672)] +2024-10-12 18:46:28,676 - Train: 37.93% [474550/1251000] [379.3/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.002065] [CE 4.736 (4.726)] [KD 5.611 (5.816)] +2024-10-12 18:46:36,193 - Train: 37.94% [474600/1251000] [379.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002064] [CE 4.773 (4.798)] [KD 5.863 (5.712)] +2024-10-12 18:46:43,764 - Train: 37.94% [474650/1251000] [379.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002064] [CE 4.912 (4.751)] [KD 5.651 (5.696)] +2024-10-12 18:46:51,253 - Train: 37.95% [474700/1251000] [379.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.002064] [CE 5.047 (4.719)] [KD 5.721 (5.560)] +2024-10-12 18:46:58,965 - Train: 37.95% [474750/1251000] [379.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002064] [CE 4.557 (4.713)] [KD 5.474 (5.704)] +2024-10-12 18:47:06,515 - Train: 37.95% [474800/1251000] [379.5/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.002064] [CE 3.886 (4.714)] [KD 5.263 (5.784)] +2024-10-12 18:47:14,218 - Train: 37.96% [474850/1251000] [379.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002064] [CE 5.109 (4.733)] [KD 5.878 (5.742)] +2024-10-12 18:47:21,764 - Train: 37.96% [474900/1251000] [379.6/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.002063] [CE 5.031 (4.711)] [KD 5.522 (5.710)] +2024-10-12 18:47:29,556 - Train: 37.97% [474950/1251000] [379.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.002063] [CE 4.727 (4.755)] [KD 5.655 (5.723)] +2024-10-12 18:47:37,188 - Train: 37.97% [475000/1251000] [379.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002063] [CE 4.797 (4.842)] [KD 6.154 (5.809)] +2024-10-12 18:47:44,811 - Train: 37.97% [475050/1251000] [379.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.002063] [CE 4.631 (4.794)] [KD 5.757 (5.820)] +2024-10-12 18:47:52,411 - Train: 37.98% [475100/1251000] [379.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002063] [CE 4.250 (4.712)] [KD 5.243 (5.801)] +2024-10-12 18:48:00,202 - Train: 37.98% [475150/1251000] [379.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.002062] [CE 4.823 (4.730)] [KD 5.771 (5.656)] +2024-10-12 18:48:07,766 - Train: 37.99% [475200/1251000] [379.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002062] [CE 4.503 (4.741)] [KD 5.890 (5.724)] +2024-10-12 18:48:15,371 - Train: 37.99% [475250/1251000] [379.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.002062] [CE 4.695 (4.768)] [KD 5.826 (5.767)] +2024-10-12 18:48:22,920 - Train: 37.99% [475300/1251000] [379.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002062] [CE 4.496 (4.716)] [KD 5.803 (5.778)] +2024-10-12 18:48:30,497 - Train: 38.00% [475350/1251000] [380.0/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.002062] [CE 4.726 (4.748)] [KD 5.500 (5.757)] +2024-10-12 18:48:40,587 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 31818] [top5_cnt 42833] [top_all 50000] +2024-10-12 18:48:40,588 - net: 63.636 (85.666) +2024-10-12 18:48:46,348 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 34943] [top5_cnt 44753] [top_all 50000] +2024-10-12 18:48:46,348 - net_E: 69.886 (89.506) +2024-10-12 18:48:46,534 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.942 (epoch: 375)] +2024-10-12 18:48:46,535 - ==> Total time: 21:01:37 Eta: 1 day, 10:18:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 18:48:51,950 - Train: 38.00% [475400/1251000] [380.0/1000.0] [batch_t 0.146 (0.187)] [data_t 0.003] [optim_t 0.143] [lr 0.002062] [CE 4.967 (4.776)] [KD 5.836 (5.768)] +2024-10-12 18:48:59,448 - Train: 38.01% [475450/1251000] [380.1/1000.0] [batch_t 0.158 (0.150)] [data_t 0.005] [optim_t 0.153] [lr 0.002061] [CE 4.729 (4.675)] [KD 5.711 (5.691)] +2024-10-12 18:49:07,232 - Train: 38.01% [475500/1251000] [380.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002061] [CE 4.762 (4.673)] [KD 5.472 (5.685)] +2024-10-12 18:49:14,902 - Train: 38.01% [475550/1251000] [380.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.002061] [CE 4.458 (4.742)] [KD 5.261 (5.818)] +2024-10-12 18:49:22,440 - Train: 38.02% [475600/1251000] [380.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002061] [CE 4.730 (4.704)] [KD 5.709 (5.751)] +2024-10-12 18:49:29,942 - Train: 38.02% [475650/1251000] [380.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002061] [CE 4.528 (4.704)] [KD 5.397 (5.691)] +2024-10-12 18:49:37,636 - Train: 38.03% [475700/1251000] [380.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.002061] [CE 4.705 (4.618)] [KD 5.947 (5.630)] +2024-10-12 18:49:45,164 - Train: 38.03% [475750/1251000] [380.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.002060] [CE 4.581 (4.658)] [KD 5.622 (5.721)] +2024-10-12 18:49:53,074 - Train: 38.03% [475800/1251000] [380.3/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.002060] [CE 4.408 (4.787)] [KD 5.638 (5.854)] +2024-10-12 18:50:01,025 - Train: 38.04% [475850/1251000] [380.4/1000.0] [batch_t 0.149 (0.159)] [data_t 0.005] [optim_t 0.145] [lr 0.002060] [CE 5.115 (4.697)] [KD 5.968 (5.763)] +2024-10-12 18:50:08,570 - Train: 38.04% [475900/1251000] [380.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002060] [CE 4.795 (4.751)] [KD 5.791 (5.786)] +2024-10-12 18:50:16,215 - Train: 38.05% [475950/1251000] [380.5/1000.0] [batch_t 0.282 (0.153)] [data_t 0.003] [optim_t 0.278] [lr 0.002060] [CE 5.087 (4.747)] [KD 6.048 (5.818)] +2024-10-12 18:50:23,757 - Train: 38.05% [476000/1251000] [380.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.002060] [CE 4.558 (4.694)] [KD 5.732 (5.709)] +2024-10-12 18:50:31,395 - Train: 38.05% [476050/1251000] [380.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002059] [CE 4.827 (4.751)] [KD 5.823 (5.744)] +2024-10-12 18:50:39,100 - Train: 38.06% [476100/1251000] [380.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.002059] [CE 4.211 (4.709)] [KD 5.512 (5.744)] +2024-10-12 18:50:46,717 - Train: 38.06% [476150/1251000] [380.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.007] [optim_t 0.141] [lr 0.002059] [CE 5.045 (4.758)] [KD 5.609 (5.744)] +2024-10-12 18:50:54,271 - Train: 38.07% [476200/1251000] [380.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002059] [CE 5.143 (4.686)] [KD 5.827 (5.751)] +2024-10-12 18:51:02,104 - Train: 38.07% [476250/1251000] [380.7/1000.0] [batch_t 0.150 (0.157)] [data_t 0.006] [optim_t 0.144] [lr 0.002059] [CE 4.612 (4.721)] [KD 5.618 (5.804)] +2024-10-12 18:51:09,836 - Train: 38.07% [476300/1251000] [380.7/1000.0] [batch_t 0.157 (0.155)] [data_t 0.006] [optim_t 0.151] [lr 0.002058] [CE 4.479 (4.723)] [KD 6.042 (5.773)] +2024-10-12 18:51:17,524 - Train: 38.08% [476350/1251000] [380.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.002058] [CE 4.647 (4.763)] [KD 5.668 (5.771)] +2024-10-12 18:51:25,129 - Train: 38.08% [476400/1251000] [380.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002058] [CE 4.850 (4.799)] [KD 5.868 (5.777)] +2024-10-12 18:51:32,634 - Train: 38.09% [476450/1251000] [380.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.002058] [CE 4.807 (4.803)] [KD 5.858 (5.849)] +2024-10-12 18:51:40,149 - Train: 38.09% [476500/1251000] [380.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002058] [CE 4.717 (4.720)] [KD 5.890 (5.762)] +2024-10-12 18:51:47,926 - Train: 38.09% [476550/1251000] [380.9/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.002058] [CE 4.538 (4.644)] [KD 5.821 (5.680)] +2024-10-12 18:51:55,456 - Train: 38.10% [476600/1251000] [381.0/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.002057] [CE 4.646 (4.778)] [KD 5.710 (5.869)] +2024-10-12 18:52:06,018 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 31291] [top5_cnt 42460] [top_all 50000] +2024-10-12 18:52:06,018 - net: 62.582 (84.920) +2024-10-12 18:52:11,841 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34933] [top5_cnt 44760] [top_all 50000] +2024-10-12 18:52:11,841 - net_E: 69.866 (89.520) +2024-10-12 18:52:11,978 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.942 (epoch: 375)] +2024-10-12 18:52:11,979 - ==> Total time: 21:05:03 Eta: 1 day, 10:15:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 18:52:17,482 - Train: 38.10% [476650/1251000] [381.0/1000.0] [batch_t 0.142 (0.193)] [data_t 0.003] [optim_t 0.139] [lr 0.002057] [CE 4.755 (4.706)] [KD 5.821 (5.773)] +2024-10-12 18:52:25,104 - Train: 38.11% [476700/1251000] [381.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002057] [CE 4.599 (4.752)] [KD 5.525 (5.718)] +2024-10-12 18:52:32,603 - Train: 38.11% [476750/1251000] [381.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002057] [CE 4.456 (4.735)] [KD 5.629 (5.767)] +2024-10-12 18:52:40,023 - Train: 38.11% [476800/1251000] [381.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.002057] [CE 4.675 (4.772)] [KD 5.522 (5.756)] +2024-10-12 18:52:47,443 - Train: 38.12% [476850/1251000] [381.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.002057] [CE 4.690 (4.756)] [KD 5.930 (5.798)] +2024-10-12 18:52:55,074 - Train: 38.12% [476900/1251000] [381.2/1000.0] [batch_t 0.164 (0.153)] [data_t 0.005] [optim_t 0.159] [lr 0.002056] [CE 4.995 (4.736)] [KD 5.700 (5.732)] +2024-10-12 18:53:02,980 - Train: 38.13% [476950/1251000] [381.3/1000.0] [batch_t 0.294 (0.158)] [data_t 0.004] [optim_t 0.290] [lr 0.002056] [CE 4.847 (4.801)] [KD 5.601 (5.774)] +2024-10-12 18:53:10,488 - Train: 38.13% [477000/1251000] [381.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.002056] [CE 4.701 (4.713)] [KD 5.644 (5.846)] +2024-10-12 18:53:18,386 - Train: 38.13% [477050/1251000] [381.3/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.142] [lr 0.002056] [CE 5.116 (4.763)] [KD 6.132 (5.777)] +2024-10-12 18:53:25,986 - Train: 38.14% [477100/1251000] [381.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002056] [CE 4.383 (4.757)] [KD 5.331 (5.727)] +2024-10-12 18:53:33,562 - Train: 38.14% [477150/1251000] [381.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.002056] [CE 4.366 (4.748)] [KD 5.567 (5.784)] +2024-10-12 18:53:41,010 - Train: 38.15% [477200/1251000] [381.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.002055] [CE 4.569 (4.786)] [KD 5.692 (5.892)] +2024-10-12 18:53:48,441 - Train: 38.15% [477250/1251000] [381.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.002055] [CE 4.544 (4.711)] [KD 5.754 (5.795)] +2024-10-12 18:53:56,024 - Train: 38.15% [477300/1251000] [381.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002055] [CE 5.022 (4.665)] [KD 5.797 (5.759)] +2024-10-12 18:54:03,575 - Train: 38.16% [477350/1251000] [381.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002055] [CE 4.802 (4.747)] [KD 6.077 (5.836)] +2024-10-12 18:54:11,183 - Train: 38.16% [477400/1251000] [381.6/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.002055] [CE 4.835 (4.733)] [KD 5.672 (5.868)] +2024-10-12 18:54:18,743 - Train: 38.17% [477450/1251000] [381.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002054] [CE 4.652 (4.763)] [KD 5.485 (5.842)] +2024-10-12 18:54:26,569 - Train: 38.17% [477500/1251000] [381.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.002054] [CE 4.615 (4.731)] [KD 5.508 (5.753)] +2024-10-12 18:54:34,119 - Train: 38.17% [477550/1251000] [381.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002054] [CE 4.919 (4.749)] [KD 5.904 (5.778)] +2024-10-12 18:54:41,784 - Train: 38.18% [477600/1251000] [381.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002054] [CE 4.523 (4.813)] [KD 5.706 (5.786)] +2024-10-12 18:54:49,244 - Train: 38.18% [477650/1251000] [381.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002054] [CE 4.435 (4.711)] [KD 5.804 (5.762)] +2024-10-12 18:54:56,753 - Train: 38.19% [477700/1251000] [381.9/1000.0] [batch_t 0.156 (0.150)] [data_t 0.004] [optim_t 0.153] [lr 0.002054] [CE 4.620 (4.739)] [KD 5.571 (5.738)] +2024-10-12 18:55:04,279 - Train: 38.19% [477750/1251000] [381.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002053] [CE 4.649 (4.685)] [KD 5.998 (5.786)] +2024-10-12 18:55:11,938 - Train: 38.19% [477800/1251000] [381.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.002053] [CE 4.706 (4.730)] [KD 6.061 (5.721)] +2024-10-12 18:55:19,509 - Train: 38.20% [477850/1251000] [382.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.002053] [CE 4.843 (4.749)] [KD 5.883 (5.708)] +2024-10-12 18:55:30,177 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 30976] [top5_cnt 42106] [top_all 50000] +2024-10-12 18:55:30,177 - net: 61.952 (84.212) +2024-10-12 18:55:35,944 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 34968] [top5_cnt 44707] [top_all 50000] +2024-10-12 18:55:35,944 - net_E: 69.936 (89.414) +2024-10-12 18:55:36,060 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 69.942 (epoch: 375)] +2024-10-12 18:55:36,061 - ==> Total time: 21:08:27 Eta: 1 day, 10:12:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 18:55:41,067 - Train: 38.20% [477900/1251000] [382.0/1000.0] [batch_t 0.149 (0.184)] [data_t 0.005] [optim_t 0.144] [lr 0.002053] [CE 4.821 (4.790)] [KD 5.701 (5.761)] +2024-10-12 18:55:48,614 - Train: 38.21% [477950/1251000] [382.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002053] [CE 5.158 (4.733)] [KD 5.997 (5.769)] +2024-10-12 18:55:56,100 - Train: 38.21% [478000/1251000] [382.1/1000.0] [batch_t 0.157 (0.150)] [data_t 0.005] [optim_t 0.152] [lr 0.002053] [CE 5.203 (4.720)] [KD 5.950 (5.738)] +2024-10-12 18:56:03,586 - Train: 38.21% [478050/1251000] [382.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002052] [CE 4.471 (4.727)] [KD 5.371 (5.747)] +2024-10-12 18:56:11,079 - Train: 38.22% [478100/1251000] [382.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.002052] [CE 4.882 (4.676)] [KD 5.697 (5.652)] +2024-10-12 18:56:18,856 - Train: 38.22% [478150/1251000] [382.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.002052] [CE 4.622 (4.718)] [KD 5.731 (5.756)] +2024-10-12 18:56:26,603 - Train: 38.23% [478200/1251000] [382.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.002052] [CE 4.876 (4.728)] [KD 6.000 (5.830)] +2024-10-12 18:56:34,206 - Train: 38.23% [478250/1251000] [382.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002052] [CE 4.734 (4.716)] [KD 5.703 (5.701)] +2024-10-12 18:56:41,751 - Train: 38.23% [478300/1251000] [382.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002052] [CE 4.971 (4.715)] [KD 5.700 (5.755)] +2024-10-12 18:56:49,469 - Train: 38.24% [478350/1251000] [382.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.002051] [CE 4.275 (4.715)] [KD 5.754 (5.803)] +2024-10-12 18:56:57,004 - Train: 38.24% [478400/1251000] [382.4/1000.0] [batch_t 0.252 (0.151)] [data_t 0.006] [optim_t 0.246] [lr 0.002051] [CE 4.159 (4.719)] [KD 5.551 (5.703)] +2024-10-12 18:57:04,581 - Train: 38.25% [478450/1251000] [382.5/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.002051] [CE 4.966 (4.692)] [KD 5.844 (5.771)] +2024-10-12 18:57:12,115 - Train: 38.25% [478500/1251000] [382.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002051] [CE 4.353 (4.827)] [KD 5.541 (5.799)] +2024-10-12 18:57:19,543 - Train: 38.25% [478550/1251000] [382.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002051] [CE 4.766 (4.758)] [KD 5.939 (5.811)] +2024-10-12 18:57:27,209 - Train: 38.26% [478600/1251000] [382.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002050] [CE 5.187 (4.808)] [KD 6.062 (5.810)] +2024-10-12 18:57:34,785 - Train: 38.26% [478650/1251000] [382.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002050] [CE 4.716 (4.773)] [KD 5.548 (5.771)] +2024-10-12 18:57:42,221 - Train: 38.27% [478700/1251000] [382.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002050] [CE 5.132 (4.720)] [KD 5.877 (5.704)] +2024-10-12 18:57:50,139 - Train: 38.27% [478750/1251000] [382.7/1000.0] [batch_t 0.147 (0.158)] [data_t 0.005] [optim_t 0.142] [lr 0.002050] [CE 4.824 (4.724)] [KD 5.765 (5.757)] +2024-10-12 18:57:57,710 - Train: 38.27% [478800/1251000] [382.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.002050] [CE 4.489 (4.754)] [KD 5.947 (5.761)] +2024-10-12 18:58:05,198 - Train: 38.28% [478850/1251000] [382.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.007] [optim_t 0.144] [lr 0.002050] [CE 4.815 (4.797)] [KD 5.973 (5.786)] +2024-10-12 18:58:12,651 - Train: 38.28% [478900/1251000] [382.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002049] [CE 4.935 (4.743)] [KD 6.060 (5.743)] +2024-10-12 18:58:20,140 - Train: 38.29% [478950/1251000] [382.9/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.002049] [CE 4.510 (4.713)] [KD 5.539 (5.728)] +2024-10-12 18:58:27,882 - Train: 38.29% [479000/1251000] [382.9/1000.0] [batch_t 0.145 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.002049] [CE 4.822 (4.808)] [KD 5.638 (5.774)] +2024-10-12 18:58:35,543 - Train: 38.29% [479050/1251000] [382.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.002049] [CE 4.369 (4.730)] [KD 5.864 (5.758)] +2024-10-12 18:58:43,095 - Train: 38.30% [479100/1251000] [383.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.002049] [CE 4.947 (4.725)] [KD 5.847 (5.771)] +2024-10-12 18:58:53,588 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 31359] [top5_cnt 42490] [top_all 50000] +2024-10-12 18:58:53,588 - net: 62.718 (84.980) +2024-10-12 18:58:59,493 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 35010] [top5_cnt 44737] [top_all 50000] +2024-10-12 18:58:59,494 - net_E: 70.020 (89.474) +2024-10-12 18:58:59,612 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 70.020 (epoch: 383)] +2024-10-12 18:58:59,612 - ==> Total time: 21:11:50 Eta: 1 day, 10:08:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 18:59:08,643 - Train: 38.30% [479150/1251000] [383.0/1000.0] [batch_t 0.147 (0.183)] [data_t 0.005] [optim_t 0.142] [lr 0.002049] [CE 5.154 (4.716)] [KD 5.838 (5.702)] +2024-10-12 18:59:16,257 - Train: 38.31% [479200/1251000] [383.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002048] [CE 4.661 (4.722)] [KD 5.822 (5.649)] +2024-10-12 18:59:23,724 - Train: 38.31% [479250/1251000] [383.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002048] [CE 4.698 (4.768)] [KD 5.637 (5.740)] +2024-10-12 18:59:31,213 - Train: 38.31% [479300/1251000] [383.1/1000.0] [batch_t 0.154 (0.150)] [data_t 0.007] [optim_t 0.147] [lr 0.002048] [CE 5.092 (4.757)] [KD 6.090 (5.745)] +2024-10-12 18:59:38,882 - Train: 38.32% [479350/1251000] [383.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.002048] [CE 5.043 (4.771)] [KD 5.897 (5.696)] +2024-10-12 18:59:46,643 - Train: 38.32% [479400/1251000] [383.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.002048] [CE 4.627 (4.650)] [KD 5.706 (5.715)] +2024-10-12 18:59:54,391 - Train: 38.33% [479450/1251000] [383.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002048] [CE 4.745 (4.759)] [KD 5.960 (5.725)] +2024-10-12 19:00:02,103 - Train: 38.33% [479500/1251000] [383.3/1000.0] [batch_t 0.154 (0.154)] [data_t 0.006] [optim_t 0.148] [lr 0.002047] [CE 5.003 (4.734)] [KD 5.588 (5.806)] +2024-10-12 19:00:09,623 - Train: 38.33% [479550/1251000] [383.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.002047] [CE 4.880 (4.791)] [KD 5.738 (5.750)] +2024-10-12 19:00:17,116 - Train: 38.34% [479600/1251000] [383.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002047] [CE 5.245 (4.786)] [KD 6.295 (5.749)] +2024-10-12 19:00:24,749 - Train: 38.34% [479650/1251000] [383.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.002047] [CE 4.603 (4.682)] [KD 5.894 (5.838)] +2024-10-12 19:00:32,264 - Train: 38.35% [479700/1251000] [383.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002047] [CE 4.654 (4.825)] [KD 6.033 (5.913)] +2024-10-12 19:00:39,821 - Train: 38.35% [479750/1251000] [383.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002046] [CE 4.827 (4.790)] [KD 6.139 (5.855)] +2024-10-12 19:00:47,489 - Train: 38.35% [479800/1251000] [383.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.002046] [CE 4.238 (4.743)] [KD 5.745 (5.773)] +2024-10-12 19:00:55,195 - Train: 38.36% [479850/1251000] [383.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.007] [optim_t 0.143] [lr 0.002046] [CE 4.718 (4.759)] [KD 5.867 (5.753)] +2024-10-12 19:01:02,725 - Train: 38.36% [479900/1251000] [383.6/1000.0] [batch_t 0.160 (0.150)] [data_t 0.004] [optim_t 0.156] [lr 0.002046] [CE 4.417 (4.706)] [KD 5.916 (5.745)] +2024-10-12 19:01:10,343 - Train: 38.37% [479950/1251000] [383.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002046] [CE 4.448 (4.749)] [KD 5.736 (5.770)] +2024-10-12 19:01:17,940 - Train: 38.37% [480000/1251000] [383.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.008] [optim_t 0.143] [lr 0.002046] [CE 4.743 (4.699)] [KD 5.924 (5.757)] +2024-10-12 19:01:25,572 - Train: 38.37% [480050/1251000] [383.7/1000.0] [batch_t 0.159 (0.153)] [data_t 0.006] [optim_t 0.154] [lr 0.002045] [CE 4.709 (4.764)] [KD 5.830 (5.727)] +2024-10-12 19:01:33,060 - Train: 38.38% [480100/1251000] [383.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002045] [CE 4.840 (4.740)] [KD 5.733 (5.691)] +2024-10-12 19:01:40,928 - Train: 38.38% [480150/1251000] [383.8/1000.0] [batch_t 0.146 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.002045] [CE 4.944 (4.753)] [KD 5.585 (5.769)] +2024-10-12 19:01:48,561 - Train: 38.39% [480200/1251000] [383.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002045] [CE 4.452 (4.718)] [KD 5.567 (5.743)] +2024-10-12 19:01:56,153 - Train: 38.39% [480250/1251000] [383.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002045] [CE 4.738 (4.751)] [KD 5.724 (5.773)] +2024-10-12 19:02:03,769 - Train: 38.39% [480300/1251000] [383.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002045] [CE 4.470 (4.813)] [KD 5.703 (5.722)] +2024-10-12 19:02:11,390 - Train: 38.40% [480350/1251000] [384.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002044] [CE 4.459 (4.691)] [KD 5.577 (5.685)] +2024-10-12 19:02:21,978 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 30339] [top5_cnt 41752] [top_all 50000] +2024-10-12 19:02:21,979 - net: 60.678 (83.504) +2024-10-12 19:02:27,908 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35016] [top5_cnt 44733] [top_all 50000] +2024-10-12 19:02:27,908 - net_E: 70.032 (89.466) +2024-10-12 19:02:28,055 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 70.032 (epoch: 384)] +2024-10-12 19:02:28,056 - ==> Total time: 21:15:19 Eta: 1 day, 10:05:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 19:02:33,489 - Train: 38.40% [480400/1251000] [384.0/1000.0] [batch_t 0.150 (0.180)] [data_t 0.004] [optim_t 0.146] [lr 0.002044] [CE 4.746 (4.743)] [KD 5.522 (5.675)] +2024-10-12 19:02:41,181 - Train: 38.41% [480450/1251000] [384.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002044] [CE 4.770 (4.752)] [KD 5.792 (5.690)] +2024-10-12 19:02:48,752 - Train: 38.41% [480500/1251000] [384.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002044] [CE 4.511 (4.683)] [KD 5.770 (5.685)] +2024-10-12 19:02:56,543 - Train: 38.41% [480550/1251000] [384.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.002044] [CE 4.241 (4.640)] [KD 5.448 (5.728)] +2024-10-12 19:03:04,151 - Train: 38.42% [480600/1251000] [384.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.002044] [CE 4.725 (4.747)] [KD 5.506 (5.709)] +2024-10-12 19:03:11,815 - Train: 38.42% [480650/1251000] [384.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002043] [CE 5.022 (4.716)] [KD 6.013 (5.684)] +2024-10-12 19:03:19,349 - Train: 38.43% [480700/1251000] [384.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002043] [CE 4.676 (4.801)] [KD 5.635 (5.805)] +2024-10-12 19:03:26,959 - Train: 38.43% [480750/1251000] [384.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002043] [CE 4.836 (4.670)] [KD 5.737 (5.717)] +2024-10-12 19:03:34,384 - Train: 38.43% [480800/1251000] [384.3/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002043] [CE 4.854 (4.701)] [KD 5.676 (5.703)] +2024-10-12 19:03:42,079 - Train: 38.44% [480850/1251000] [384.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002043] [CE 4.418 (4.734)] [KD 5.871 (5.755)] +2024-10-12 19:03:49,534 - Train: 38.44% [480900/1251000] [384.4/1000.0] [batch_t 0.159 (0.149)] [data_t 0.004] [optim_t 0.155] [lr 0.002042] [CE 4.981 (4.727)] [KD 5.846 (5.766)] +2024-10-12 19:03:57,247 - Train: 38.45% [480950/1251000] [384.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.002042] [CE 4.591 (4.766)] [KD 6.198 (5.895)] +2024-10-12 19:04:05,076 - Train: 38.45% [481000/1251000] [384.5/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.002042] [CE 4.581 (4.669)] [KD 5.622 (5.761)] +2024-10-12 19:04:12,532 - Train: 38.45% [481050/1251000] [384.5/1000.0] [batch_t 0.153 (0.149)] [data_t 0.006] [optim_t 0.147] [lr 0.002042] [CE 4.851 (4.747)] [KD 6.096 (5.851)] +2024-10-12 19:04:20,178 - Train: 38.46% [481100/1251000] [384.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.002042] [CE 4.927 (4.748)] [KD 5.677 (5.806)] +2024-10-12 19:04:27,717 - Train: 38.46% [481150/1251000] [384.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.002042] [CE 4.408 (4.666)] [KD 5.845 (5.841)] +2024-10-12 19:04:35,261 - Train: 38.47% [481200/1251000] [384.7/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.002041] [CE 4.639 (4.778)] [KD 5.770 (5.833)] +2024-10-12 19:04:42,743 - Train: 38.47% [481250/1251000] [384.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002041] [CE 4.703 (4.724)] [KD 5.857 (5.741)] +2024-10-12 19:04:50,354 - Train: 38.47% [481300/1251000] [384.7/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.002041] [CE 4.811 (4.744)] [KD 5.813 (5.821)] +2024-10-12 19:04:57,995 - Train: 38.48% [481350/1251000] [384.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002041] [CE 4.687 (4.710)] [KD 5.840 (5.773)] +2024-10-12 19:05:05,738 - Train: 38.48% [481400/1251000] [384.8/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.002041] [CE 4.526 (4.758)] [KD 5.814 (5.755)] +2024-10-12 19:05:13,296 - Train: 38.49% [481450/1251000] [384.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.002041] [CE 4.704 (4.754)] [KD 5.744 (5.803)] +2024-10-12 19:05:20,933 - Train: 38.49% [481500/1251000] [384.9/1000.0] [batch_t 0.270 (0.153)] [data_t 0.003] [optim_t 0.267] [lr 0.002040] [CE 4.943 (4.725)] [KD 5.900 (5.840)] +2024-10-12 19:05:28,444 - Train: 38.49% [481550/1251000] [384.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002040] [CE 5.210 (4.785)] [KD 6.067 (5.750)] +2024-10-12 19:05:35,970 - Train: 38.50% [481600/1251000] [385.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002040] [CE 4.544 (4.695)] [KD 5.959 (5.733)] +2024-10-12 19:05:46,750 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 30938] [top5_cnt 42076] [top_all 50000] +2024-10-12 19:05:46,750 - net: 61.876 (84.152) +2024-10-12 19:05:52,597 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35002] [top5_cnt 44720] [top_all 50000] +2024-10-12 19:05:52,597 - net_E: 70.004 (89.440) +2024-10-12 19:05:52,743 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 70.032 (epoch: 384)] +2024-10-12 19:05:52,743 - ==> Total time: 21:18:43 Eta: 1 day, 10:02:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 19:05:57,141 - Train: 38.50% [481650/1251000] [385.0/1000.0] [batch_t 0.143 (0.181)] [data_t 0.003] [optim_t 0.140] [lr 0.002040] [CE 4.648 (4.730)] [KD 5.680 (5.672)] +2024-10-12 19:06:04,630 - Train: 38.51% [481700/1251000] [385.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.002040] [CE 5.092 (4.702)] [KD 6.035 (5.591)] +2024-10-12 19:06:12,199 - Train: 38.51% [481750/1251000] [385.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002040] [CE 4.529 (4.762)] [KD 5.631 (5.699)] +2024-10-12 19:06:19,991 - Train: 38.51% [481800/1251000] [385.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.002039] [CE 4.357 (4.650)] [KD 5.376 (5.700)] +2024-10-12 19:06:27,823 - Train: 38.52% [481850/1251000] [385.2/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.002039] [CE 4.420 (4.678)] [KD 5.835 (5.694)] +2024-10-12 19:06:35,283 - Train: 38.52% [481900/1251000] [385.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002039] [CE 5.103 (4.773)] [KD 6.013 (5.772)] +2024-10-12 19:06:42,869 - Train: 38.53% [481950/1251000] [385.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.002039] [CE 4.967 (4.752)] [KD 5.794 (5.728)] +2024-10-12 19:06:50,298 - Train: 38.53% [482000/1251000] [385.3/1000.0] [batch_t 0.157 (0.148)] [data_t 0.004] [optim_t 0.153] [lr 0.002039] [CE 5.115 (4.784)] [KD 5.727 (5.742)] +2024-10-12 19:06:57,837 - Train: 38.53% [482050/1251000] [385.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002038] [CE 4.761 (4.750)] [KD 6.128 (5.744)] +2024-10-12 19:07:05,274 - Train: 38.54% [482100/1251000] [385.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002038] [CE 4.575 (4.755)] [KD 5.592 (5.719)] +2024-10-12 19:07:12,941 - Train: 38.54% [482150/1251000] [385.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.002038] [CE 4.990 (4.718)] [KD 5.753 (5.706)] +2024-10-12 19:07:20,508 - Train: 38.55% [482200/1251000] [385.5/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.002038] [CE 5.218 (4.730)] [KD 5.884 (5.838)] +2024-10-12 19:07:28,350 - Train: 38.55% [482250/1251000] [385.5/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.002038] [CE 4.550 (4.699)] [KD 6.064 (5.816)] +2024-10-12 19:07:35,761 - Train: 38.55% [482300/1251000] [385.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002038] [CE 5.346 (4.757)] [KD 6.371 (5.753)] +2024-10-12 19:07:43,329 - Train: 38.56% [482350/1251000] [385.6/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002037] [CE 5.195 (4.759)] [KD 6.289 (5.790)] +2024-10-12 19:07:51,004 - Train: 38.56% [482400/1251000] [385.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002037] [CE 4.510 (4.736)] [KD 5.631 (5.666)] +2024-10-12 19:07:58,423 - Train: 38.57% [482450/1251000] [385.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.002037] [CE 4.447 (4.718)] [KD 5.711 (5.690)] +2024-10-12 19:08:05,898 - Train: 38.57% [482500/1251000] [385.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002037] [CE 4.812 (4.795)] [KD 5.857 (5.789)] +2024-10-12 19:08:13,339 - Train: 38.57% [482550/1251000] [385.7/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.002037] [CE 5.103 (4.778)] [KD 5.740 (5.780)] +2024-10-12 19:08:21,157 - Train: 38.58% [482600/1251000] [385.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.002037] [CE 4.220 (4.714)] [KD 5.473 (5.721)] +2024-10-12 19:08:28,693 - Train: 38.58% [482650/1251000] [385.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.002036] [CE 5.151 (4.720)] [KD 5.718 (5.652)] +2024-10-12 19:08:36,332 - Train: 38.59% [482700/1251000] [385.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.002036] [CE 4.830 (4.728)] [KD 5.486 (5.593)] +2024-10-12 19:08:43,735 - Train: 38.59% [482750/1251000] [385.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002036] [CE 4.914 (4.762)] [KD 5.846 (5.686)] +2024-10-12 19:08:51,238 - Train: 38.59% [482800/1251000] [385.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002036] [CE 4.727 (4.740)] [KD 5.649 (5.745)] +2024-10-12 19:08:58,796 - Train: 38.60% [482850/1251000] [386.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.002036] [CE 4.808 (4.705)] [KD 6.106 (5.701)] +2024-10-12 19:09:09,918 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 31024] [top5_cnt 42253] [top_all 50000] +2024-10-12 19:09:09,918 - net: 62.048 (84.506) +2024-10-12 19:09:15,692 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.105)] [top1_cnt 34977] [top5_cnt 44734] [top_all 50000] +2024-10-12 19:09:15,692 - net_E: 69.954 (89.468) +2024-10-12 19:09:15,826 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 70.032 (epoch: 384)] +2024-10-12 19:09:15,827 - ==> Total time: 21:22:06 Eta: 1 day, 9:59:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 19:09:19,872 - Train: 38.60% [482900/1251000] [386.0/1000.0] [batch_t 0.148 (0.163)] [data_t 0.004] [optim_t 0.144] [lr 0.002035] [CE 4.301 (4.536)] [KD 5.946 (5.642)] +2024-10-12 19:09:27,455 - Train: 38.61% [482950/1251000] [386.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.002035] [CE 4.275 (4.721)] [KD 5.738 (5.721)] +2024-10-12 19:09:35,190 - Train: 38.61% [483000/1251000] [386.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.002035] [CE 5.037 (4.742)] [KD 5.615 (5.640)] +2024-10-12 19:09:42,911 - Train: 38.61% [483050/1251000] [386.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002035] [CE 4.411 (4.732)] [KD 5.447 (5.627)] +2024-10-12 19:09:50,353 - Train: 38.62% [483100/1251000] [386.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002035] [CE 4.616 (4.718)] [KD 5.679 (5.700)] +2024-10-12 19:09:58,085 - Train: 38.62% [483150/1251000] [386.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.002035] [CE 4.623 (4.779)] [KD 5.872 (5.696)] +2024-10-12 19:10:05,684 - Train: 38.63% [483200/1251000] [386.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.007] [optim_t 0.145] [lr 0.002034] [CE 4.343 (4.776)] [KD 6.068 (5.780)] +2024-10-12 19:10:13,132 - Train: 38.63% [483250/1251000] [386.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.002034] [CE 4.682 (4.706)] [KD 5.523 (5.735)] +2024-10-12 19:10:20,885 - Train: 38.63% [483300/1251000] [386.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.002034] [CE 4.812 (4.729)] [KD 5.970 (5.704)] +2024-10-12 19:10:28,356 - Train: 38.64% [483350/1251000] [386.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.002034] [CE 4.808 (4.675)] [KD 5.703 (5.734)] +2024-10-12 19:10:36,202 - Train: 38.64% [483400/1251000] [386.4/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.002034] [CE 4.506 (4.709)] [KD 5.833 (5.692)] +2024-10-12 19:10:43,770 - Train: 38.65% [483450/1251000] [386.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.002034] [CE 4.498 (4.687)] [KD 5.667 (5.720)] +2024-10-12 19:10:51,246 - Train: 38.65% [483500/1251000] [386.5/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002033] [CE 4.962 (4.767)] [KD 5.801 (5.798)] +2024-10-12 19:10:58,687 - Train: 38.65% [483550/1251000] [386.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.002033] [CE 4.539 (4.674)] [KD 5.680 (5.764)] +2024-10-12 19:11:06,597 - Train: 38.66% [483600/1251000] [386.6/1000.0] [batch_t 0.155 (0.158)] [data_t 0.005] [optim_t 0.150] [lr 0.002033] [CE 4.740 (4.824)] [KD 5.712 (5.749)] +2024-10-12 19:11:14,023 - Train: 38.66% [483650/1251000] [386.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.002033] [CE 4.226 (4.670)] [KD 5.630 (5.669)] +2024-10-12 19:11:21,514 - Train: 38.67% [483700/1251000] [386.7/1000.0] [batch_t 0.157 (0.150)] [data_t 0.004] [optim_t 0.153] [lr 0.002033] [CE 4.529 (4.690)] [KD 5.751 (5.665)] +2024-10-12 19:11:29,124 - Train: 38.67% [483750/1251000] [386.7/1000.0] [batch_t 0.156 (0.152)] [data_t 0.006] [optim_t 0.150] [lr 0.002033] [CE 4.898 (4.782)] [KD 6.096 (5.724)] +2024-10-12 19:11:36,831 - Train: 38.67% [483800/1251000] [386.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002032] [CE 5.116 (4.774)] [KD 6.155 (5.786)] +2024-10-12 19:11:44,589 - Train: 38.68% [483850/1251000] [386.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.002032] [CE 4.940 (4.688)] [KD 5.896 (5.715)] +2024-10-12 19:11:52,055 - Train: 38.68% [483900/1251000] [386.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002032] [CE 4.548 (4.725)] [KD 5.703 (5.726)] +2024-10-12 19:11:59,567 - Train: 38.69% [483950/1251000] [386.9/1000.0] [batch_t 0.161 (0.150)] [data_t 0.004] [optim_t 0.157] [lr 0.002032] [CE 4.310 (4.785)] [KD 5.641 (5.795)] +2024-10-12 19:12:07,414 - Train: 38.69% [484000/1251000] [386.9/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.002032] [CE 4.965 (4.739)] [KD 5.706 (5.775)] +2024-10-12 19:12:15,072 - Train: 38.69% [484050/1251000] [386.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.002031] [CE 4.608 (4.681)] [KD 6.088 (5.736)] +2024-10-12 19:12:22,549 - Train: 38.70% [484100/1251000] [387.0/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002031] [CE 4.328 (4.695)] [KD 5.606 (5.806)] +2024-10-12 19:12:33,567 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 31480] [top5_cnt 42601] [top_all 50000] +2024-10-12 19:12:33,567 - net: 62.960 (85.202) +2024-10-12 19:12:39,407 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35011] [top5_cnt 44755] [top_all 50000] +2024-10-12 19:12:39,407 - net_E: 70.022 (89.510) +2024-10-12 19:12:39,553 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 70.032 (epoch: 384)] +2024-10-12 19:12:39,553 - ==> Total time: 21:25:30 Eta: 1 day, 9:56:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 19:12:43,509 - Train: 38.70% [484150/1251000] [387.0/1000.0] [batch_t 0.159 (0.196)] [data_t 0.003] [optim_t 0.156] [lr 0.002031] [CE 5.048 (4.674)] [KD 5.945 (5.726)] +2024-10-12 19:12:51,110 - Train: 38.71% [484200/1251000] [387.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.002031] [CE 5.085 (4.709)] [KD 6.019 (5.718)] +2024-10-12 19:12:58,899 - Train: 38.71% [484250/1251000] [387.1/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.002031] [CE 4.268 (4.725)] [KD 5.761 (5.615)] +2024-10-12 19:13:06,364 - Train: 38.71% [484300/1251000] [387.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002031] [CE 4.458 (4.686)] [KD 5.501 (5.740)] +2024-10-12 19:13:14,101 - Train: 38.72% [484350/1251000] [387.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.002030] [CE 4.809 (4.706)] [KD 5.612 (5.706)] +2024-10-12 19:13:21,707 - Train: 38.72% [484400/1251000] [387.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.002030] [CE 4.793 (4.636)] [KD 5.833 (5.660)] +2024-10-12 19:13:29,447 - Train: 38.73% [484450/1251000] [387.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.002030] [CE 4.503 (4.764)] [KD 5.591 (5.715)] +2024-10-12 19:13:37,068 - Train: 38.73% [484500/1251000] [387.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.002030] [CE 4.825 (4.775)] [KD 5.865 (5.844)] +2024-10-12 19:13:44,534 - Train: 38.73% [484550/1251000] [387.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002030] [CE 4.541 (4.733)] [KD 5.593 (5.843)] +2024-10-12 19:13:52,173 - Train: 38.74% [484600/1251000] [387.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.002030] [CE 4.831 (4.697)] [KD 5.779 (5.777)] +2024-10-12 19:13:59,982 - Train: 38.74% [484650/1251000] [387.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.002029] [CE 5.008 (4.682)] [KD 5.931 (5.690)] +2024-10-12 19:14:07,726 - Train: 38.75% [484700/1251000] [387.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.002029] [CE 4.432 (4.689)] [KD 5.409 (5.753)] +2024-10-12 19:14:15,367 - Train: 38.75% [484750/1251000] [387.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.002029] [CE 4.722 (4.790)] [KD 5.851 (5.669)] +2024-10-12 19:14:23,024 - Train: 38.75% [484800/1251000] [387.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.006] [optim_t 0.146] [lr 0.002029] [CE 4.777 (4.731)] [KD 5.717 (5.679)] +2024-10-12 19:14:30,678 - Train: 38.76% [484850/1251000] [387.6/1000.0] [batch_t 0.154 (0.153)] [data_t 0.006] [optim_t 0.148] [lr 0.002029] [CE 5.045 (4.725)] [KD 5.676 (5.646)] +2024-10-12 19:14:38,540 - Train: 38.76% [484900/1251000] [387.6/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.002029] [CE 4.644 (4.701)] [KD 5.681 (5.695)] +2024-10-12 19:14:46,094 - Train: 38.76% [484950/1251000] [387.6/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.002028] [CE 4.882 (4.839)] [KD 5.729 (5.758)] +2024-10-12 19:14:53,695 - Train: 38.77% [485000/1251000] [387.7/1000.0] [batch_t 0.276 (0.152)] [data_t 0.007] [optim_t 0.268] [lr 0.002028] [CE 4.799 (4.777)] [KD 5.697 (5.767)] +2024-10-12 19:15:01,302 - Train: 38.77% [485050/1251000] [387.7/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.002028] [CE 4.882 (4.748)] [KD 6.022 (5.760)] +2024-10-12 19:15:09,182 - Train: 38.78% [485100/1251000] [387.8/1000.0] [batch_t 0.162 (0.157)] [data_t 0.004] [optim_t 0.158] [lr 0.002028] [CE 4.342 (4.740)] [KD 5.503 (5.690)] +2024-10-12 19:15:16,696 - Train: 38.78% [485150/1251000] [387.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002028] [CE 3.745 (4.795)] [KD 5.602 (5.779)] +2024-10-12 19:15:24,329 - Train: 38.78% [485200/1251000] [387.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.002027] [CE 4.955 (4.695)] [KD 5.520 (5.742)] +2024-10-12 19:15:31,960 - Train: 38.79% [485250/1251000] [387.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.002027] [CE 4.853 (4.747)] [KD 5.687 (5.757)] +2024-10-12 19:15:39,713 - Train: 38.79% [485300/1251000] [387.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.002027] [CE 4.961 (4.739)] [KD 5.907 (5.808)] +2024-10-12 19:15:47,219 - Train: 38.80% [485350/1251000] [388.0/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002027] [CE 5.149 (4.719)] [KD 6.001 (5.738)] +2024-10-12 19:15:58,496 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 31087] [top5_cnt 42328] [top_all 50000] +2024-10-12 19:15:58,497 - net: 62.174 (84.656) +2024-10-12 19:16:04,495 - Test (net_E): 100.00% [50/50] [batch_t 0.100 (0.107)] [top1_cnt 35018] [top5_cnt 44749] [top_all 50000] +2024-10-12 19:16:04,495 - net_E: 70.036 (89.498) +2024-10-12 19:16:04,634 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 70.036 (epoch: 388)] +2024-10-12 19:16:04,635 - ==> Total time: 21:28:55 Eta: 1 day, 9:53:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 19:16:10,680 - Train: 38.80% [485400/1251000] [388.0/1000.0] [batch_t 0.147 (0.190)] [data_t 0.003] [optim_t 0.143] [lr 0.002027] [CE 5.098 (4.768)] [KD 5.858 (5.677)] +2024-10-12 19:16:18,138 - Train: 38.80% [485450/1251000] [388.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002027] [CE 4.799 (4.685)] [KD 5.847 (5.690)] +2024-10-12 19:16:26,022 - Train: 38.81% [485500/1251000] [388.1/1000.0] [batch_t 0.147 (0.158)] [data_t 0.006] [optim_t 0.142] [lr 0.002026] [CE 4.772 (4.675)] [KD 5.726 (5.631)] +2024-10-12 19:16:33,511 - Train: 38.81% [485550/1251000] [388.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002026] [CE 4.946 (4.669)] [KD 5.981 (5.654)] +2024-10-12 19:16:41,229 - Train: 38.82% [485600/1251000] [388.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.002026] [CE 4.240 (4.764)] [KD 5.749 (5.724)] +2024-10-12 19:16:48,706 - Train: 38.82% [485650/1251000] [388.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.002026] [CE 4.501 (4.753)] [KD 5.861 (5.761)] +2024-10-12 19:16:56,314 - Train: 38.82% [485700/1251000] [388.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.002026] [CE 4.450 (4.696)] [KD 5.602 (5.835)] +2024-10-12 19:17:03,967 - Train: 38.83% [485750/1251000] [388.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.002026] [CE 5.187 (4.792)] [KD 5.842 (5.846)] +2024-10-12 19:17:11,551 - Train: 38.83% [485800/1251000] [388.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.002025] [CE 4.993 (4.802)] [KD 5.641 (5.758)] +2024-10-12 19:17:19,203 - Train: 38.84% [485850/1251000] [388.4/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.002025] [CE 4.691 (4.702)] [KD 5.806 (5.715)] +2024-10-12 19:17:27,139 - Train: 38.84% [485900/1251000] [388.4/1000.0] [batch_t 0.151 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.002025] [CE 4.410 (4.726)] [KD 5.273 (5.739)] +2024-10-12 19:17:34,819 - Train: 38.84% [485950/1251000] [388.4/1000.0] [batch_t 0.153 (0.153)] [data_t 0.006] [optim_t 0.147] [lr 0.002025] [CE 4.440 (4.667)] [KD 5.646 (5.729)] +2024-10-12 19:17:42,302 - Train: 38.85% [486000/1251000] [388.5/1000.0] [batch_t 0.156 (0.150)] [data_t 0.004] [optim_t 0.152] [lr 0.002025] [CE 5.054 (4.753)] [KD 5.761 (5.726)] +2024-10-12 19:17:49,923 - Train: 38.85% [486050/1251000] [388.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.002024] [CE 4.609 (4.804)] [KD 5.653 (5.861)] +2024-10-12 19:17:57,428 - Train: 38.86% [486100/1251000] [388.6/1000.0] [batch_t 0.156 (0.150)] [data_t 0.003] [optim_t 0.153] [lr 0.002024] [CE 4.808 (4.756)] [KD 5.588 (5.770)] +2024-10-12 19:18:05,038 - Train: 38.86% [486150/1251000] [388.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.002024] [CE 4.414 (4.735)] [KD 5.451 (5.839)] +2024-10-12 19:18:12,741 - Train: 38.86% [486200/1251000] [388.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.002024] [CE 4.933 (4.721)] [KD 5.779 (5.788)] +2024-10-12 19:18:20,328 - Train: 38.87% [486250/1251000] [388.7/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.154] [lr 0.002024] [CE 4.895 (4.738)] [KD 5.583 (5.788)] +2024-10-12 19:18:27,886 - Train: 38.87% [486300/1251000] [388.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.002024] [CE 4.569 (4.729)] [KD 5.512 (5.732)] +2024-10-12 19:18:36,008 - Train: 38.88% [486350/1251000] [388.8/1000.0] [batch_t 0.158 (0.162)] [data_t 0.003] [optim_t 0.155] [lr 0.002023] [CE 4.730 (4.724)] [KD 5.687 (5.746)] +2024-10-12 19:18:43,572 - Train: 38.88% [486400/1251000] [388.8/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.002023] [CE 4.681 (4.682)] [KD 6.119 (5.720)] +2024-10-12 19:18:51,333 - Train: 38.88% [486450/1251000] [388.8/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.002023] [CE 4.780 (4.766)] [KD 5.974 (5.788)] +2024-10-12 19:18:58,860 - Train: 38.89% [486500/1251000] [388.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002023] [CE 4.757 (4.695)] [KD 5.594 (5.627)] +2024-10-12 19:19:06,395 - Train: 38.89% [486550/1251000] [388.9/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.002023] [CE 4.180 (4.773)] [KD 5.678 (5.746)] +2024-10-12 19:19:13,927 - Train: 38.90% [486600/1251000] [389.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002023] [CE 4.585 (4.625)] [KD 5.750 (5.714)] +2024-10-12 19:19:25,655 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 30146] [top5_cnt 41538] [top_all 50000] +2024-10-12 19:19:25,656 - net: 60.292 (83.076) +2024-10-12 19:19:31,496 - Test (net_E): 100.00% [50/50] [batch_t 0.036 (0.104)] [top1_cnt 35029] [top5_cnt 44724] [top_all 50000] +2024-10-12 19:19:31,497 - net_E: 70.058 (89.448) +2024-10-12 19:19:31,665 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 70.058 (epoch: 389)] +2024-10-12 19:19:31,665 - ==> Total time: 21:32:22 Eta: 1 day, 9:49:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 19:19:36,771 - Train: 38.90% [486650/1251000] [389.0/1000.0] [batch_t 0.147 (0.188)] [data_t 0.005] [optim_t 0.142] [lr 0.002022] [CE 4.674 (4.788)] [KD 5.544 (5.768)] +2024-10-12 19:19:44,353 - Train: 38.90% [486700/1251000] [389.0/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.002022] [CE 4.335 (4.726)] [KD 5.182 (5.634)] +2024-10-12 19:19:52,389 - Train: 38.91% [486750/1251000] [389.1/1000.0] [batch_t 0.154 (0.161)] [data_t 0.004] [optim_t 0.150] [lr 0.002022] [CE 4.707 (4.688)] [KD 5.353 (5.657)] +2024-10-12 19:19:59,889 - Train: 38.91% [486800/1251000] [389.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002022] [CE 4.780 (4.756)] [KD 5.489 (5.736)] +2024-10-12 19:20:07,449 - Train: 38.92% [486850/1251000] [389.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.002022] [CE 5.197 (4.782)] [KD 5.647 (5.709)] +2024-10-12 19:20:15,065 - Train: 38.92% [486900/1251000] [389.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002022] [CE 4.292 (4.743)] [KD 5.463 (5.757)] +2024-10-12 19:20:22,698 - Train: 38.92% [486950/1251000] [389.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002021] [CE 4.511 (4.683)] [KD 5.327 (5.703)] +2024-10-12 19:20:30,153 - Train: 38.93% [487000/1251000] [389.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.002021] [CE 4.490 (4.745)] [KD 5.782 (5.712)] +2024-10-12 19:20:38,058 - Train: 38.93% [487050/1251000] [389.3/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.002021] [CE 4.735 (4.724)] [KD 5.784 (5.784)] +2024-10-12 19:20:45,440 - Train: 38.94% [487100/1251000] [389.4/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.002021] [CE 4.925 (4.644)] [KD 5.961 (5.685)] +2024-10-12 19:20:52,960 - Train: 38.94% [487150/1251000] [389.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.002021] [CE 4.480 (4.620)] [KD 5.688 (5.693)] +2024-10-12 19:21:00,661 - Train: 38.94% [487200/1251000] [389.4/1000.0] [batch_t 0.141 (0.154)] [data_t 0.004] [optim_t 0.136] [lr 0.002020] [CE 4.768 (4.710)] [KD 5.921 (5.693)] +2024-10-12 19:21:08,426 - Train: 38.95% [487250/1251000] [389.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.002020] [CE 4.644 (4.742)] [KD 5.542 (5.657)] +2024-10-12 19:21:16,042 - Train: 38.95% [487300/1251000] [389.5/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.002020] [CE 4.957 (4.682)] [KD 5.654 (5.569)] +2024-10-12 19:21:23,533 - Train: 38.96% [487350/1251000] [389.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.002020] [CE 4.983 (4.794)] [KD 5.851 (5.751)] +2024-10-12 19:21:31,035 - Train: 38.96% [487400/1251000] [389.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.002020] [CE 4.623 (4.749)] [KD 5.620 (5.705)] +2024-10-12 19:21:38,706 - Train: 38.96% [487450/1251000] [389.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.002020] [CE 4.827 (4.779)] [KD 5.867 (5.823)] +2024-10-12 19:21:46,520 - Train: 38.97% [487500/1251000] [389.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.002019] [CE 4.295 (4.715)] [KD 5.697 (5.798)] +2024-10-12 19:21:54,221 - Train: 38.97% [487550/1251000] [389.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.002019] [CE 4.740 (4.793)] [KD 5.888 (5.810)] +2024-10-12 19:22:02,109 - Train: 38.98% [487600/1251000] [389.8/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.002019] [CE 4.431 (4.762)] [KD 5.779 (5.757)] +2024-10-12 19:22:09,674 - Train: 38.98% [487650/1251000] [389.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.002019] [CE 5.179 (4.701)] [KD 6.041 (5.744)] +2024-10-12 19:22:17,180 - Train: 38.98% [487700/1251000] [389.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002019] [CE 4.863 (4.830)] [KD 5.705 (5.901)] +2024-10-12 19:22:24,818 - Train: 38.99% [487750/1251000] [389.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002019] [CE 4.655 (4.837)] [KD 5.911 (5.806)] +2024-10-12 19:22:32,336 - Train: 38.99% [487800/1251000] [389.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.007] [optim_t 0.144] [lr 0.002018] [CE 4.796 (4.725)] [KD 6.035 (5.879)] +2024-10-12 19:22:39,961 - Train: 39.00% [487850/1251000] [390.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002018] [CE 5.158 (4.746)] [KD 5.801 (5.678)] +2024-10-12 19:22:52,147 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 30123] [top5_cnt 41434] [top_all 50000] +2024-10-12 19:22:52,147 - net: 60.246 (82.868) +2024-10-12 19:22:58,063 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 35043] [top5_cnt 44715] [top_all 50000] +2024-10-12 19:22:58,064 - net_E: 70.086 (89.430) +2024-10-12 19:22:58,214 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 70.086 (epoch: 390)] +2024-10-12 19:22:58,214 - ==> Total time: 21:35:49 Eta: 1 day, 9:46:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 19:23:03,074 - Train: 39.00% [487900/1251000] [390.0/1000.0] [batch_t 0.147 (0.186)] [data_t 0.003] [optim_t 0.144] [lr 0.002018] [CE 4.893 (4.741)] [KD 5.599 (5.706)] +2024-10-12 19:23:10,533 - Train: 39.00% [487950/1251000] [390.0/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.002018] [CE 4.878 (4.687)] [KD 6.015 (5.690)] +2024-10-12 19:23:18,415 - Train: 39.01% [488000/1251000] [390.1/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.002018] [CE 4.699 (4.658)] [KD 5.595 (5.757)] +2024-10-12 19:23:26,001 - Train: 39.01% [488050/1251000] [390.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002017] [CE 5.189 (4.724)] [KD 6.057 (5.738)] +2024-10-12 19:23:33,576 - Train: 39.02% [488100/1251000] [390.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002017] [CE 4.432 (4.730)] [KD 5.861 (5.667)] +2024-10-12 19:23:41,195 - Train: 39.02% [488150/1251000] [390.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.002017] [CE 4.491 (4.708)] [KD 5.443 (5.749)] +2024-10-12 19:23:48,910 - Train: 39.02% [488200/1251000] [390.2/1000.0] [batch_t 0.144 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.002017] [CE 4.825 (4.683)] [KD 5.588 (5.704)] +2024-10-12 19:23:56,556 - Train: 39.03% [488250/1251000] [390.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.002017] [CE 5.113 (4.665)] [KD 6.045 (5.719)] +2024-10-12 19:24:04,021 - Train: 39.03% [488300/1251000] [390.3/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.002017] [CE 5.145 (4.726)] [KD 5.646 (5.643)] +2024-10-12 19:24:11,469 - Train: 39.04% [488350/1251000] [390.4/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002016] [CE 4.710 (4.712)] [KD 5.732 (5.726)] +2024-10-12 19:24:19,125 - Train: 39.04% [488400/1251000] [390.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.002016] [CE 4.780 (4.790)] [KD 5.501 (5.726)] +2024-10-12 19:24:26,616 - Train: 39.04% [488450/1251000] [390.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002016] [CE 4.307 (4.747)] [KD 5.572 (5.729)] +2024-10-12 19:24:34,258 - Train: 39.05% [488500/1251000] [390.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002016] [CE 4.405 (4.674)] [KD 5.665 (5.667)] +2024-10-12 19:24:42,064 - Train: 39.05% [488550/1251000] [390.5/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.002016] [CE 4.451 (4.745)] [KD 5.449 (5.659)] +2024-10-12 19:24:49,619 - Train: 39.06% [488600/1251000] [390.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.007] [optim_t 0.144] [lr 0.002016] [CE 4.519 (4.710)] [KD 5.621 (5.697)] +2024-10-12 19:24:57,047 - Train: 39.06% [488650/1251000] [390.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.002015] [CE 4.498 (4.723)] [KD 5.506 (5.704)] +2024-10-12 19:25:04,604 - Train: 39.06% [488700/1251000] [390.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.002015] [CE 4.829 (4.715)] [KD 5.787 (5.677)] +2024-10-12 19:25:12,049 - Train: 39.07% [488750/1251000] [390.7/1000.0] [batch_t 0.152 (0.149)] [data_t 0.007] [optim_t 0.145] [lr 0.002015] [CE 4.766 (4.748)] [KD 5.496 (5.761)] +2024-10-12 19:25:19,719 - Train: 39.07% [488800/1251000] [390.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.002015] [CE 4.727 (4.809)] [KD 6.051 (5.743)] +2024-10-12 19:25:27,431 - Train: 39.08% [488850/1251000] [390.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.002015] [CE 4.545 (4.755)] [KD 5.586 (5.699)] +2024-10-12 19:25:34,951 - Train: 39.08% [488900/1251000] [390.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.002014] [CE 4.698 (4.746)] [KD 5.700 (5.704)] +2024-10-12 19:25:42,475 - Train: 39.08% [488950/1251000] [390.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.002014] [CE 4.770 (4.679)] [KD 5.688 (5.723)] +2024-10-12 19:25:50,038 - Train: 39.09% [489000/1251000] [390.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002014] [CE 4.993 (4.709)] [KD 5.838 (5.689)] +2024-10-12 19:25:57,732 - Train: 39.09% [489050/1251000] [390.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.002014] [CE 4.819 (4.699)] [KD 5.929 (5.748)] +2024-10-12 19:26:05,548 - Train: 39.10% [489100/1251000] [391.0/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.002014] [CE 4.534 (4.776)] [KD 5.524 (5.745)] +2024-10-12 19:26:17,357 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 31856] [top5_cnt 42856] [top_all 50000] +2024-10-12 19:26:17,358 - net: 63.712 (85.712) +2024-10-12 19:26:23,219 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 35076] [top5_cnt 44748] [top_all 50000] +2024-10-12 19:26:23,219 - net_E: 70.152 (89.496) +2024-10-12 19:26:23,357 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 70.152 (epoch: 391)] +2024-10-12 19:26:23,357 - ==> Total time: 21:39:14 Eta: 1 day, 9:43:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 19:26:28,426 - Train: 39.10% [489150/1251000] [391.0/1000.0] [batch_t 0.152 (0.203)] [data_t 0.004] [optim_t 0.148] [lr 0.002014] [CE 4.582 (4.756)] [KD 5.475 (5.595)] +2024-10-12 19:26:35,894 - Train: 39.10% [489200/1251000] [391.0/1000.0] [batch_t 0.150 (0.149)] [data_t 0.009] [optim_t 0.141] [lr 0.002013] [CE 4.937 (4.766)] [KD 6.004 (5.688)] +2024-10-12 19:26:43,312 - Train: 39.11% [489250/1251000] [391.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.002013] [CE 4.233 (4.750)] [KD 5.426 (5.710)] +2024-10-12 19:26:51,229 - Train: 39.11% [489300/1251000] [391.1/1000.0] [batch_t 0.146 (0.158)] [data_t 0.003] [optim_t 0.143] [lr 0.002013] [CE 5.261 (4.772)] [KD 5.761 (5.727)] +2024-10-12 19:26:58,739 - Train: 39.12% [489350/1251000] [391.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002013] [CE 4.939 (4.764)] [KD 5.554 (5.694)] +2024-10-12 19:27:06,437 - Train: 39.12% [489400/1251000] [391.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002013] [CE 4.510 (4.695)] [KD 5.858 (5.696)] +2024-10-12 19:27:14,007 - Train: 39.12% [489450/1251000] [391.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002013] [CE 4.578 (4.824)] [KD 5.683 (5.773)] +2024-10-12 19:27:21,531 - Train: 39.13% [489500/1251000] [391.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.002012] [CE 4.599 (4.789)] [KD 6.078 (5.813)] +2024-10-12 19:27:29,079 - Train: 39.13% [489550/1251000] [391.3/1000.0] [batch_t 0.257 (0.151)] [data_t 0.004] [optim_t 0.253] [lr 0.002012] [CE 4.593 (4.687)] [KD 5.776 (5.744)] +2024-10-12 19:27:36,512 - Train: 39.14% [489600/1251000] [391.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.002012] [CE 5.025 (4.758)] [KD 6.003 (5.879)] +2024-10-12 19:27:44,213 - Train: 39.14% [489650/1251000] [391.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002012] [CE 4.322 (4.705)] [KD 5.343 (5.783)] +2024-10-12 19:27:51,870 - Train: 39.14% [489700/1251000] [391.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.002012] [CE 4.781 (4.725)] [KD 6.249 (5.803)] +2024-10-12 19:27:59,299 - Train: 39.15% [489750/1251000] [391.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.002011] [CE 4.702 (4.680)] [KD 5.695 (5.769)] +2024-10-12 19:28:06,765 - Train: 39.15% [489800/1251000] [391.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.002011] [CE 4.259 (4.717)] [KD 5.509 (5.718)] +2024-10-12 19:28:14,373 - Train: 39.16% [489850/1251000] [391.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.007] [optim_t 0.142] [lr 0.002011] [CE 4.960 (4.686)] [KD 5.910 (5.634)] +2024-10-12 19:28:22,086 - Train: 39.16% [489900/1251000] [391.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002011] [CE 4.383 (4.703)] [KD 5.788 (5.640)] +2024-10-12 19:28:29,798 - Train: 39.16% [489950/1251000] [391.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.002011] [CE 4.149 (4.711)] [KD 5.479 (5.709)] +2024-10-12 19:28:37,387 - Train: 39.17% [490000/1251000] [391.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002011] [CE 4.624 (4.790)] [KD 5.752 (5.707)] +2024-10-12 19:28:44,808 - Train: 39.17% [490050/1251000] [391.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.002010] [CE 4.628 (4.735)] [KD 5.255 (5.740)] +2024-10-12 19:28:52,366 - Train: 39.18% [490100/1251000] [391.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002010] [CE 4.672 (4.704)] [KD 5.720 (5.667)] +2024-10-12 19:29:00,051 - Train: 39.18% [490150/1251000] [391.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.002010] [CE 4.947 (4.758)] [KD 5.481 (5.677)] +2024-10-12 19:29:07,679 - Train: 39.18% [490200/1251000] [391.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.002010] [CE 4.591 (4.701)] [KD 5.613 (5.710)] +2024-10-12 19:29:15,108 - Train: 39.19% [490250/1251000] [391.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.002010] [CE 4.393 (4.737)] [KD 5.571 (5.689)] +2024-10-12 19:29:22,773 - Train: 39.19% [490300/1251000] [391.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.002010] [CE 4.985 (4.701)] [KD 5.461 (5.731)] +2024-10-12 19:29:30,431 - Train: 39.20% [490350/1251000] [392.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.002009] [CE 5.082 (4.686)] [KD 5.965 (5.662)] +2024-10-12 19:29:42,386 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.102)] [top1_cnt 31590] [top5_cnt 42649] [top_all 50000] +2024-10-12 19:29:42,387 - net: 63.180 (85.298) +2024-10-12 19:29:48,278 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 35119] [top5_cnt 44758] [top_all 50000] +2024-10-12 19:29:48,278 - net_E: 70.238 (89.516) +2024-10-12 19:29:48,456 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 70.238 (epoch: 392)] +2024-10-12 19:29:48,456 - ==> Total time: 21:42:39 Eta: 1 day, 9:40:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 19:29:52,864 - Train: 39.20% [490400/1251000] [392.0/1000.0] [batch_t 0.148 (0.198)] [data_t 0.004] [optim_t 0.144] [lr 0.002009] [CE 4.802 (4.745)] [KD 5.768 (5.753)] +2024-10-12 19:30:00,347 - Train: 39.20% [490450/1251000] [392.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.002009] [CE 3.997 (4.748)] [KD 5.689 (5.687)] +2024-10-12 19:30:08,333 - Train: 39.21% [490500/1251000] [392.1/1000.0] [batch_t 0.155 (0.160)] [data_t 0.003] [optim_t 0.152] [lr 0.002009] [CE 4.418 (4.721)] [KD 5.645 (5.651)] +2024-10-12 19:30:15,848 - Train: 39.21% [490550/1251000] [392.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.146] [lr 0.002009] [CE 5.071 (4.706)] [KD 5.893 (5.703)] +2024-10-12 19:30:23,316 - Train: 39.22% [490600/1251000] [392.2/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.002009] [CE 4.707 (4.755)] [KD 5.543 (5.713)] +2024-10-12 19:30:30,909 - Train: 39.22% [490650/1251000] [392.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.002008] [CE 4.708 (4.704)] [KD 5.620 (5.652)] +2024-10-12 19:30:38,906 - Train: 39.22% [490700/1251000] [392.2/1000.0] [batch_t 0.146 (0.160)] [data_t 0.006] [optim_t 0.141] [lr 0.002008] [CE 5.243 (4.688)] [KD 5.934 (5.715)] +2024-10-12 19:30:46,377 - Train: 39.23% [490750/1251000] [392.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.002008] [CE 4.304 (4.779)] [KD 5.722 (5.829)] +2024-10-12 19:30:53,830 - Train: 39.23% [490800/1251000] [392.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002008] [CE 4.477 (4.723)] [KD 5.299 (5.709)] +2024-10-12 19:31:01,337 - Train: 39.24% [490850/1251000] [392.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002008] [CE 4.993 (4.707)] [KD 6.088 (5.751)] +2024-10-12 19:31:09,048 - Train: 39.24% [490900/1251000] [392.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.006] [optim_t 0.146] [lr 0.002007] [CE 4.659 (4.773)] [KD 5.710 (5.757)] +2024-10-12 19:31:16,791 - Train: 39.24% [490950/1251000] [392.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.002007] [CE 4.936 (4.714)] [KD 5.619 (5.650)] +2024-10-12 19:31:24,298 - Train: 39.25% [491000/1251000] [392.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.002007] [CE 4.526 (4.692)] [KD 5.351 (5.642)] +2024-10-12 19:31:31,678 - Train: 39.25% [491050/1251000] [392.5/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.002007] [CE 4.665 (4.714)] [KD 5.866 (5.744)] +2024-10-12 19:31:39,332 - Train: 39.26% [491100/1251000] [392.6/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.002007] [CE 5.175 (4.728)] [KD 5.775 (5.780)] +2024-10-12 19:31:46,886 - Train: 39.26% [491150/1251000] [392.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.002007] [CE 4.314 (4.719)] [KD 5.550 (5.741)] +2024-10-12 19:31:54,504 - Train: 39.26% [491200/1251000] [392.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.002006] [CE 4.788 (4.720)] [KD 5.734 (5.780)] +2024-10-12 19:32:02,074 - Train: 39.27% [491250/1251000] [392.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.002006] [CE 5.051 (4.723)] [KD 6.085 (5.752)] +2024-10-12 19:32:09,602 - Train: 39.27% [491300/1251000] [392.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.002006] [CE 4.891 (4.730)] [KD 5.766 (5.745)] +2024-10-12 19:32:17,144 - Train: 39.28% [491350/1251000] [392.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.002006] [CE 4.940 (4.738)] [KD 5.989 (5.770)] +2024-10-12 19:32:24,522 - Train: 39.28% [491400/1251000] [392.8/1000.0] [batch_t 0.155 (0.147)] [data_t 0.003] [optim_t 0.152] [lr 0.002006] [CE 5.020 (4.687)] [KD 5.860 (5.767)] +2024-10-12 19:32:32,213 - Train: 39.28% [491450/1251000] [392.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.002006] [CE 4.538 (4.751)] [KD 5.562 (5.803)] +2024-10-12 19:32:39,648 - Train: 39.29% [491500/1251000] [392.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.007] [optim_t 0.143] [lr 0.002005] [CE 4.717 (4.754)] [KD 5.556 (5.716)] +2024-10-12 19:32:47,276 - Train: 39.29% [491550/1251000] [392.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.007] [optim_t 0.141] [lr 0.002005] [CE 4.671 (4.652)] [KD 5.997 (5.647)] +2024-10-12 19:32:54,946 - Train: 39.30% [491600/1251000] [393.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.002005] [CE 4.967 (4.754)] [KD 5.840 (5.729)] +2024-10-12 19:33:06,934 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 30355] [top5_cnt 41753] [top_all 50000] +2024-10-12 19:33:06,935 - net: 60.710 (83.506) +2024-10-12 19:33:12,780 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 35113] [top5_cnt 44765] [top_all 50000] +2024-10-12 19:33:12,781 - net_E: 70.226 (89.530) +2024-10-12 19:33:12,973 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 70.238 (epoch: 392)] +2024-10-12 19:33:12,973 - ==> Total time: 21:46:04 Eta: 1 day, 9:37:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 19:33:16,235 - Train: 39.30% [491650/1251000] [393.0/1000.0] [batch_t 0.149 (0.210)] [data_t 0.005] [optim_t 0.144] [lr 0.002005] [CE 4.270 (4.758)] [KD 5.427 (5.769)] +2024-10-12 19:33:23,671 - Train: 39.30% [491700/1251000] [393.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.002005] [CE 4.790 (4.662)] [KD 5.632 (5.653)] +2024-10-12 19:33:31,535 - Train: 39.31% [491750/1251000] [393.1/1000.0] [batch_t 0.278 (0.157)] [data_t 0.004] [optim_t 0.274] [lr 0.002004] [CE 4.944 (4.737)] [KD 5.909 (5.684)] +2024-10-12 19:33:39,091 - Train: 39.31% [491800/1251000] [393.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.002004] [CE 4.862 (4.680)] [KD 5.819 (5.664)] +2024-10-12 19:33:46,658 - Train: 39.32% [491850/1251000] [393.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.002004] [CE 4.851 (4.729)] [KD 5.638 (5.686)] +2024-10-12 19:33:54,189 - Train: 39.32% [491900/1251000] [393.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.002004] [CE 4.650 (4.640)] [KD 5.973 (5.609)] +2024-10-12 19:34:01,726 - Train: 39.32% [491950/1251000] [393.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.002004] [CE 4.717 (4.752)] [KD 5.583 (5.709)] +2024-10-12 19:34:09,173 - Train: 39.33% [492000/1251000] [393.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.002004] [CE 4.493 (4.741)] [KD 5.672 (5.739)] +2024-10-12 19:34:16,729 - Train: 39.33% [492050/1251000] [393.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.002003] [CE 4.946 (4.697)] [KD 5.836 (5.776)] +2024-10-12 19:34:24,173 - Train: 39.34% [492100/1251000] [393.4/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.002003] [CE 4.353 (4.669)] [KD 5.561 (5.650)] +2024-10-12 19:34:31,815 - Train: 39.34% [492150/1251000] [393.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.002003] [CE 4.769 (4.605)] [KD 6.175 (5.654)] +2024-10-12 19:34:39,584 - Train: 39.34% [492200/1251000] [393.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.002003] [CE 4.658 (4.748)] [KD 5.509 (5.676)] +2024-10-12 19:34:47,135 - Train: 39.35% [492250/1251000] [393.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.002003] [CE 4.546 (4.729)] [KD 5.646 (5.726)] +2024-10-12 19:34:54,590 - Train: 39.35% [492300/1251000] [393.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.002003] [CE 4.553 (4.784)] [KD 5.369 (5.732)] +2024-10-12 19:35:02,006 - Train: 39.36% [492350/1251000] [393.6/1000.0] [batch_t 0.153 (0.148)] [data_t 0.004] [optim_t 0.149] [lr 0.002002] [CE 4.839 (4.716)] [KD 5.962 (5.702)] +2024-10-12 19:35:09,562 - Train: 39.36% [492400/1251000] [393.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.002002] [CE 4.524 (4.757)] [KD 5.382 (5.749)] +2024-10-12 19:35:17,179 - Train: 39.36% [492450/1251000] [393.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.002002] [CE 4.305 (4.826)] [KD 5.576 (5.718)] +2024-10-12 19:35:24,685 - Train: 39.37% [492500/1251000] [393.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.002002] [CE 4.324 (4.717)] [KD 5.520 (5.688)] +2024-10-12 19:35:32,299 - Train: 39.37% [492550/1251000] [393.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.002002] [CE 5.227 (4.720)] [KD 6.032 (5.743)] +2024-10-12 19:35:39,736 - Train: 39.38% [492600/1251000] [393.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002001] [CE 4.439 (4.657)] [KD 5.836 (5.675)] +2024-10-12 19:35:47,256 - Train: 39.38% [492650/1251000] [393.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.002001] [CE 4.434 (4.768)] [KD 5.673 (5.800)] +2024-10-12 19:35:54,919 - Train: 39.38% [492700/1251000] [393.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.002001] [CE 4.698 (4.813)] [KD 5.698 (5.888)] +2024-10-12 19:36:02,384 - Train: 39.39% [492750/1251000] [393.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.002001] [CE 4.525 (4.738)] [KD 5.605 (5.777)] +2024-10-12 19:36:10,132 - Train: 39.39% [492800/1251000] [393.9/1000.0] [batch_t 0.156 (0.155)] [data_t 0.005] [optim_t 0.151] [lr 0.002001] [CE 4.801 (4.775)] [KD 5.911 (5.692)] +2024-10-12 19:36:17,927 - Train: 39.40% [492850/1251000] [394.0/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.002001] [CE 4.523 (4.767)] [KD 5.573 (5.746)] +2024-10-12 19:36:30,190 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 31250] [top5_cnt 42407] [top_all 50000] +2024-10-12 19:36:30,190 - net: 62.500 (84.814) +2024-10-12 19:36:35,948 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 35113] [top5_cnt 44759] [top_all 50000] +2024-10-12 19:36:35,948 - net_E: 70.226 (89.518) +2024-10-12 19:36:36,104 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 70.238 (epoch: 392)] +2024-10-12 19:36:36,104 - ==> Total time: 21:49:27 Eta: 1 day, 9:34:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 19:36:39,204 - Train: 39.40% [492900/1251000] [394.0/1000.0] [batch_t 0.151 (0.185)] [data_t 0.004] [optim_t 0.147] [lr 0.002000] [CE 4.356 (4.713)] [KD 5.567 (5.592)] +2024-10-12 19:36:46,566 - Train: 39.40% [492950/1251000] [394.0/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.002000] [CE 4.598 (4.751)] [KD 5.288 (5.732)] +2024-10-12 19:36:54,271 - Train: 39.41% [493000/1251000] [394.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.002000] [CE 4.612 (4.699)] [KD 5.805 (5.646)] +2024-10-12 19:37:01,984 - Train: 39.41% [493050/1251000] [394.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.002000] [CE 4.845 (4.772)] [KD 5.464 (5.752)] +2024-10-12 19:37:09,466 - Train: 39.42% [493100/1251000] [394.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.002000] [CE 4.524 (4.707)] [KD 5.502 (5.635)] +2024-10-12 19:37:17,064 - Train: 39.42% [493150/1251000] [394.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.002000] [CE 4.816 (4.804)] [KD 5.912 (5.765)] +2024-10-12 19:37:24,510 - Train: 39.42% [493200/1251000] [394.2/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001999] [CE 4.157 (4.675)] [KD 5.493 (5.604)] +2024-10-12 19:37:32,304 - Train: 39.43% [493250/1251000] [394.3/1000.0] [batch_t 0.144 (0.156)] [data_t 0.004] [optim_t 0.140] [lr 0.001999] [CE 4.634 (4.781)] [KD 5.572 (5.631)] +2024-10-12 19:37:39,957 - Train: 39.43% [493300/1251000] [394.3/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.001999] [CE 4.340 (4.709)] [KD 5.695 (5.722)] +2024-10-12 19:37:47,465 - Train: 39.44% [493350/1251000] [394.4/1000.0] [batch_t 0.143 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.001999] [CE 4.607 (4.770)] [KD 5.631 (5.742)] +2024-10-12 19:37:54,960 - Train: 39.44% [493400/1251000] [394.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001999] [CE 4.326 (4.729)] [KD 5.777 (5.722)] +2024-10-12 19:38:02,676 - Train: 39.44% [493450/1251000] [394.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.001998] [CE 4.784 (4.721)] [KD 5.708 (5.686)] +2024-10-12 19:38:10,401 - Train: 39.45% [493500/1251000] [394.5/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.001998] [CE 5.087 (4.722)] [KD 6.236 (5.736)] +2024-10-12 19:38:18,146 - Train: 39.45% [493550/1251000] [394.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001998] [CE 4.704 (4.699)] [KD 5.778 (5.816)] +2024-10-12 19:38:25,900 - Train: 39.46% [493600/1251000] [394.6/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.001998] [CE 4.455 (4.698)] [KD 5.491 (5.726)] +2024-10-12 19:38:33,628 - Train: 39.46% [493650/1251000] [394.6/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.153] [lr 0.001998] [CE 4.459 (4.792)] [KD 5.653 (5.752)] +2024-10-12 19:38:41,288 - Train: 39.46% [493700/1251000] [394.6/1000.0] [batch_t 0.161 (0.153)] [data_t 0.006] [optim_t 0.155] [lr 0.001998] [CE 4.870 (4.710)] [KD 5.558 (5.710)] +2024-10-12 19:38:48,829 - Train: 39.47% [493750/1251000] [394.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001997] [CE 4.647 (4.763)] [KD 5.808 (5.686)] +2024-10-12 19:38:56,230 - Train: 39.47% [493800/1251000] [394.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001997] [CE 4.360 (4.596)] [KD 5.591 (5.618)] +2024-10-12 19:39:04,031 - Train: 39.48% [493850/1251000] [394.8/1000.0] [batch_t 0.154 (0.156)] [data_t 0.003] [optim_t 0.151] [lr 0.001997] [CE 5.005 (4.732)] [KD 5.882 (5.752)] +2024-10-12 19:39:11,810 - Train: 39.48% [493900/1251000] [394.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001997] [CE 4.923 (4.763)] [KD 5.950 (5.752)] +2024-10-12 19:39:19,347 - Train: 39.48% [493950/1251000] [394.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001997] [CE 4.566 (4.755)] [KD 5.999 (5.806)] +2024-10-12 19:39:26,769 - Train: 39.49% [494000/1251000] [394.9/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.001997] [CE 4.431 (4.741)] [KD 5.628 (5.771)] +2024-10-12 19:39:34,188 - Train: 39.49% [494050/1251000] [394.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001996] [CE 4.664 (4.698)] [KD 5.606 (5.707)] +2024-10-12 19:39:41,943 - Train: 39.50% [494100/1251000] [395.0/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001996] [CE 4.905 (4.736)] [KD 5.634 (5.721)] +2024-10-12 19:39:54,249 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 30947] [top5_cnt 42278] [top_all 50000] +2024-10-12 19:39:54,249 - net: 61.894 (84.556) +2024-10-12 19:40:01,452 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 35062] [top5_cnt 44792] [top_all 50000] +2024-10-12 19:40:01,453 - net_E: 70.124 (89.584) +2024-10-12 19:40:01,576 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 70.238 (epoch: 392)] +2024-10-12 19:40:01,576 - ==> Total time: 21:52:52 Eta: 1 day, 9:30:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 19:40:07,133 - Train: 39.50% [494150/1251000] [395.0/1000.0] [batch_t 0.146 (0.237)] [data_t 0.004] [optim_t 0.141] [lr 0.001996] [CE 4.485 (4.539)] [KD 5.433 (5.682)] +2024-10-12 19:40:14,669 - Train: 39.50% [494200/1251000] [395.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001996] [CE 4.964 (4.721)] [KD 5.672 (5.675)] +2024-10-12 19:40:22,186 - Train: 39.51% [494250/1251000] [395.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.001996] [CE 4.677 (4.711)] [KD 5.499 (5.687)] +2024-10-12 19:40:29,810 - Train: 39.51% [494300/1251000] [395.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001995] [CE 4.729 (4.716)] [KD 5.735 (5.724)] +2024-10-12 19:40:37,351 - Train: 39.52% [494350/1251000] [395.2/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.001995] [CE 5.057 (4.810)] [KD 5.946 (5.694)] +2024-10-12 19:40:44,873 - Train: 39.52% [494400/1251000] [395.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.001995] [CE 4.425 (4.730)] [KD 5.493 (5.693)] +2024-10-12 19:40:52,323 - Train: 39.52% [494450/1251000] [395.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001995] [CE 5.433 (4.766)] [KD 5.947 (5.654)] +2024-10-12 19:41:00,084 - Train: 39.53% [494500/1251000] [395.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001995] [CE 4.906 (4.753)] [KD 5.843 (5.728)] +2024-10-12 19:41:07,723 - Train: 39.53% [494550/1251000] [395.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001995] [CE 4.595 (4.680)] [KD 5.291 (5.639)] +2024-10-12 19:41:15,290 - Train: 39.54% [494600/1251000] [395.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001994] [CE 4.507 (4.761)] [KD 5.609 (5.626)] +2024-10-12 19:41:22,891 - Train: 39.54% [494650/1251000] [395.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001994] [CE 4.683 (4.738)] [KD 5.590 (5.703)] +2024-10-12 19:41:30,730 - Train: 39.54% [494700/1251000] [395.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.001994] [CE 4.719 (4.728)] [KD 5.817 (5.691)] +2024-10-12 19:41:38,251 - Train: 39.55% [494750/1251000] [395.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001994] [CE 4.653 (4.681)] [KD 5.528 (5.648)] +2024-10-12 19:41:45,678 - Train: 39.55% [494800/1251000] [395.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001994] [CE 4.305 (4.688)] [KD 5.520 (5.657)] +2024-10-12 19:41:53,151 - Train: 39.56% [494850/1251000] [395.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001994] [CE 4.516 (4.710)] [KD 5.573 (5.689)] +2024-10-12 19:42:00,926 - Train: 39.56% [494900/1251000] [395.6/1000.0] [batch_t 0.157 (0.155)] [data_t 0.003] [optim_t 0.154] [lr 0.001993] [CE 4.515 (4.701)] [KD 5.668 (5.664)] +2024-10-12 19:42:08,737 - Train: 39.56% [494950/1251000] [395.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.001993] [CE 4.370 (4.759)] [KD 5.416 (5.820)] +2024-10-12 19:42:16,393 - Train: 39.57% [495000/1251000] [395.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001993] [CE 5.058 (4.712)] [KD 5.891 (5.592)] +2024-10-12 19:42:23,827 - Train: 39.57% [495050/1251000] [395.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001993] [CE 4.853 (4.693)] [KD 5.786 (5.584)] +2024-10-12 19:42:31,343 - Train: 39.58% [495100/1251000] [395.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001993] [CE 4.997 (4.738)] [KD 5.971 (5.675)] +2024-10-12 19:42:38,902 - Train: 39.58% [495150/1251000] [395.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.001992] [CE 4.515 (4.777)] [KD 5.552 (5.783)] +2024-10-12 19:42:46,269 - Train: 39.58% [495200/1251000] [395.8/1000.0] [batch_t 0.143 (0.147)] [data_t 0.004] [optim_t 0.139] [lr 0.001992] [CE 4.820 (4.740)] [KD 5.926 (5.775)] +2024-10-12 19:42:53,766 - Train: 39.59% [495250/1251000] [395.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001992] [CE 4.405 (4.669)] [KD 5.599 (5.723)] +2024-10-12 19:43:01,263 - Train: 39.59% [495300/1251000] [395.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001992] [CE 4.760 (4.716)] [KD 5.491 (5.684)] +2024-10-12 19:43:09,029 - Train: 39.60% [495350/1251000] [396.0/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.001992] [CE 5.144 (4.737)] [KD 6.034 (5.812)] +2024-10-12 19:43:21,452 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 31417] [top5_cnt 42369] [top_all 50000] +2024-10-12 19:43:21,452 - net: 62.834 (84.738) +2024-10-12 19:43:27,306 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35038] [top5_cnt 44806] [top_all 50000] +2024-10-12 19:43:27,306 - net_E: 70.076 (89.612) +2024-10-12 19:43:27,450 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 70.238 (epoch: 392)] +2024-10-12 19:43:27,450 - ==> Total time: 21:56:18 Eta: 1 day, 9:27:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 19:43:30,023 - Train: 39.60% [495400/1251000] [396.0/1000.0] [batch_t 0.153 (0.308)] [data_t 0.004] [optim_t 0.149] [lr 0.001992] [CE 4.792 (4.796)] [KD 5.421 (5.503)] +2024-10-12 19:43:37,588 - Train: 39.60% [495450/1251000] [396.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001991] [CE 4.587 (4.758)] [KD 5.682 (5.665)] +2024-10-12 19:43:44,977 - Train: 39.61% [495500/1251000] [396.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001991] [CE 4.484 (4.759)] [KD 5.345 (5.673)] +2024-10-12 19:43:52,630 - Train: 39.61% [495550/1251000] [396.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001991] [CE 4.608 (4.671)] [KD 5.876 (5.609)] +2024-10-12 19:44:00,058 - Train: 39.62% [495600/1251000] [396.2/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001991] [CE 4.581 (4.636)] [KD 5.350 (5.531)] +2024-10-12 19:44:07,617 - Train: 39.62% [495650/1251000] [396.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001991] [CE 5.214 (4.702)] [KD 6.226 (5.668)] +2024-10-12 19:44:15,025 - Train: 39.62% [495700/1251000] [396.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001991] [CE 4.817 (4.728)] [KD 5.681 (5.719)] +2024-10-12 19:44:22,929 - Train: 39.63% [495750/1251000] [396.3/1000.0] [batch_t 0.147 (0.158)] [data_t 0.004] [optim_t 0.143] [lr 0.001990] [CE 4.338 (4.765)] [KD 5.705 (5.731)] +2024-10-12 19:44:30,310 - Train: 39.63% [495800/1251000] [396.3/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.001990] [CE 4.671 (4.810)] [KD 5.682 (5.710)] +2024-10-12 19:44:37,837 - Train: 39.64% [495850/1251000] [396.4/1000.0] [batch_t 0.142 (0.150)] [data_t 0.003] [optim_t 0.139] [lr 0.001990] [CE 4.743 (4.746)] [KD 6.003 (5.790)] +2024-10-12 19:44:45,229 - Train: 39.64% [495900/1251000] [396.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.001990] [CE 4.833 (4.751)] [KD 5.996 (5.722)] +2024-10-12 19:44:52,625 - Train: 39.64% [495950/1251000] [396.4/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.139] [lr 0.001990] [CE 4.542 (4.779)] [KD 5.548 (5.743)] +2024-10-12 19:45:00,409 - Train: 39.65% [496000/1251000] [396.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.001989] [CE 4.485 (4.792)] [KD 5.889 (5.818)] +2024-10-12 19:45:07,956 - Train: 39.65% [496050/1251000] [396.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001989] [CE 4.725 (4.741)] [KD 5.863 (5.705)] +2024-10-12 19:45:15,353 - Train: 39.66% [496100/1251000] [396.6/1000.0] [batch_t 0.152 (0.148)] [data_t 0.009] [optim_t 0.143] [lr 0.001989] [CE 4.942 (4.689)] [KD 5.941 (5.765)] +2024-10-12 19:45:22,743 - Train: 39.66% [496150/1251000] [396.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.001989] [CE 4.637 (4.695)] [KD 5.816 (5.649)] +2024-10-12 19:45:30,492 - Train: 39.66% [496200/1251000] [396.6/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.001989] [CE 4.097 (4.680)] [KD 5.310 (5.678)] +2024-10-12 19:45:37,950 - Train: 39.67% [496250/1251000] [396.7/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001989] [CE 4.310 (4.731)] [KD 5.586 (5.695)] +2024-10-12 19:45:45,464 - Train: 39.67% [496300/1251000] [396.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.001988] [CE 4.584 (4.757)] [KD 5.469 (5.761)] +2024-10-12 19:45:52,798 - Train: 39.68% [496350/1251000] [396.8/1000.0] [batch_t 0.143 (0.147)] [data_t 0.003] [optim_t 0.140] [lr 0.001988] [CE 4.203 (4.706)] [KD 5.197 (5.687)] +2024-10-12 19:46:00,447 - Train: 39.68% [496400/1251000] [396.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001988] [CE 4.624 (4.773)] [KD 5.864 (5.698)] +2024-10-12 19:46:07,933 - Train: 39.68% [496450/1251000] [396.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001988] [CE 4.823 (4.710)] [KD 5.388 (5.675)] +2024-10-12 19:46:15,490 - Train: 39.69% [496500/1251000] [396.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001988] [CE 4.310 (4.712)] [KD 5.226 (5.629)] +2024-10-12 19:46:22,996 - Train: 39.69% [496550/1251000] [396.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001988] [CE 4.674 (4.713)] [KD 6.129 (5.660)] +2024-10-12 19:46:30,679 - Train: 39.70% [496600/1251000] [397.0/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.001987] [CE 4.509 (4.774)] [KD 5.685 (5.795)] +2024-10-12 19:46:43,100 - Test (net): 100.00% [50/50] [batch_t 0.020 (0.105)] [top1_cnt 31401] [top5_cnt 42520] [top_all 50000] +2024-10-12 19:46:43,100 - net: 62.802 (85.040) +2024-10-12 19:46:49,037 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 35048] [top5_cnt 44815] [top_all 50000] +2024-10-12 19:46:49,038 - net_E: 70.096 (89.630) +2024-10-12 19:46:49,170 - Max [top1: 64.008 (epoch: 353)] [top1-ema: 70.238 (epoch: 392)] +2024-10-12 19:46:49,171 - ==> Total time: 21:59:40 Eta: 1 day, 9:24:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 19:46:51,545 - Train: 39.70% [496650/1251000] [397.0/1000.0] [batch_t 0.149 (0.334)] [data_t 0.004] [optim_t 0.145] [lr 0.001987] [CE 4.692 (4.713)] [KD 5.440 (5.683)] +2024-10-12 19:46:59,206 - Train: 39.70% [496700/1251000] [397.0/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001987] [CE 4.824 (4.751)] [KD 5.800 (5.685)] +2024-10-12 19:47:06,631 - Train: 39.71% [496750/1251000] [397.1/1000.0] [batch_t 0.143 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.001987] [CE 5.273 (4.848)] [KD 5.947 (5.744)] +2024-10-12 19:47:14,149 - Train: 39.71% [496800/1251000] [397.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.001987] [CE 4.970 (4.730)] [KD 5.932 (5.736)] +2024-10-12 19:47:21,685 - Train: 39.72% [496850/1251000] [397.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001986] [CE 4.348 (4.710)] [KD 5.358 (5.657)] +2024-10-12 19:47:29,368 - Train: 39.72% [496900/1251000] [397.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.001986] [CE 4.479 (4.753)] [KD 5.601 (5.746)] +2024-10-12 19:47:36,776 - Train: 39.72% [496950/1251000] [397.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.001986] [CE 5.198 (4.687)] [KD 5.834 (5.740)] +2024-10-12 19:47:44,151 - Train: 39.73% [497000/1251000] [397.3/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.001986] [CE 4.585 (4.763)] [KD 5.346 (5.745)] +2024-10-12 19:47:51,789 - Train: 39.73% [497050/1251000] [397.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001986] [CE 4.650 (4.707)] [KD 5.370 (5.639)] +2024-10-12 19:47:59,497 - Train: 39.74% [497100/1251000] [397.4/1000.0] [batch_t 0.268 (0.154)] [data_t 0.005] [optim_t 0.263] [lr 0.001986] [CE 4.448 (4.734)] [KD 5.452 (5.729)] +2024-10-12 19:48:06,978 - Train: 39.74% [497150/1251000] [397.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001985] [CE 4.048 (4.793)] [KD 5.604 (5.777)] +2024-10-12 19:48:14,424 - Train: 39.74% [497200/1251000] [397.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001985] [CE 4.752 (4.661)] [KD 5.851 (5.660)] +2024-10-12 19:48:21,901 - Train: 39.75% [497250/1251000] [397.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001985] [CE 4.896 (4.739)] [KD 5.840 (5.707)] +2024-10-12 19:48:29,389 - Train: 39.75% [497300/1251000] [397.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.001985] [CE 4.975 (4.749)] [KD 5.925 (5.724)] +2024-10-12 19:48:36,748 - Train: 39.76% [497350/1251000] [397.6/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.001985] [CE 4.977 (4.711)] [KD 5.762 (5.730)] +2024-10-12 19:48:44,109 - Train: 39.76% [497400/1251000] [397.6/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.001985] [CE 4.575 (4.804)] [KD 5.578 (5.760)] +2024-10-12 19:48:51,704 - Train: 39.76% [497450/1251000] [397.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001984] [CE 4.778 (4.683)] [KD 5.990 (5.700)] +2024-10-12 19:48:59,341 - Train: 39.77% [497500/1251000] [397.7/1000.0] [batch_t 0.278 (0.153)] [data_t 0.003] [optim_t 0.275] [lr 0.001984] [CE 4.551 (4.722)] [KD 5.631 (5.795)] +2024-10-12 19:49:06,978 - Train: 39.77% [497550/1251000] [397.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.007] [optim_t 0.145] [lr 0.001984] [CE 4.713 (4.698)] [KD 5.708 (5.709)] +2024-10-12 19:49:14,501 - Train: 39.78% [497600/1251000] [397.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001984] [CE 4.904 (4.738)] [KD 5.826 (5.648)] +2024-10-12 19:49:22,063 - Train: 39.78% [497650/1251000] [397.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.001984] [CE 4.876 (4.737)] [KD 6.263 (5.782)] +2024-10-12 19:49:29,563 - Train: 39.78% [497700/1251000] [397.8/1000.0] [batch_t 0.274 (0.150)] [data_t 0.004] [optim_t 0.270] [lr 0.001983] [CE 4.979 (4.732)] [KD 5.717 (5.762)] +2024-10-12 19:49:37,083 - Train: 39.79% [497750/1251000] [397.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001983] [CE 4.819 (4.754)] [KD 6.117 (5.750)] +2024-10-12 19:49:44,563 - Train: 39.79% [497800/1251000] [397.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.001983] [CE 4.265 (4.708)] [KD 5.793 (5.760)] +2024-10-12 19:49:51,995 - Train: 39.80% [497850/1251000] [398.0/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001983] [CE 4.497 (4.763)] [KD 5.709 (5.744)] +2024-10-12 19:50:04,766 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 32049] [top5_cnt 43111] [top_all 50000] +2024-10-12 19:50:04,766 - net: 64.098 (86.222) +2024-10-12 19:50:10,467 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 35019] [top5_cnt 44817] [top_all 50000] +2024-10-12 19:50:10,468 - net_E: 70.038 (89.634) +2024-10-12 19:50:10,583 - Max [top1: 64.098 (epoch: 398)] [top1-ema: 70.238 (epoch: 392)] +2024-10-12 19:50:10,583 - ==> Total time: 22:03:01 Eta: 1 day, 9:21:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 19:50:13,656 - Train: 39.80% [497900/1251000] [398.0/1000.0] [batch_t 0.138 (0.363)] [data_t 0.003] [optim_t 0.135] [lr 0.001983] [CE 4.939 (4.637)] [KD 5.462 (5.543)] +2024-10-12 19:50:21,451 - Train: 39.80% [497950/1251000] [398.0/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.001983] [CE 4.589 (4.733)] [KD 5.464 (5.601)] +2024-10-12 19:50:28,842 - Train: 39.81% [498000/1251000] [398.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.001982] [CE 5.163 (4.719)] [KD 5.920 (5.649)] +2024-10-12 19:50:36,522 - Train: 39.81% [498050/1251000] [398.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.001982] [CE 5.130 (4.715)] [KD 5.750 (5.698)] +2024-10-12 19:50:44,102 - Train: 39.82% [498100/1251000] [398.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001982] [CE 4.627 (4.727)] [KD 5.430 (5.595)] +2024-10-12 19:50:51,643 - Train: 39.82% [498150/1251000] [398.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001982] [CE 4.496 (4.742)] [KD 5.671 (5.624)] +2024-10-12 19:50:59,196 - Train: 39.82% [498200/1251000] [398.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001982] [CE 4.796 (4.719)] [KD 5.827 (5.666)] +2024-10-12 19:51:06,618 - Train: 39.83% [498250/1251000] [398.3/1000.0] [batch_t 0.154 (0.148)] [data_t 0.003] [optim_t 0.151] [lr 0.001982] [CE 4.185 (4.731)] [KD 5.248 (5.730)] +2024-10-12 19:51:14,388 - Train: 39.83% [498300/1251000] [398.3/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.001981] [CE 4.999 (4.774)] [KD 5.808 (5.721)] +2024-10-12 19:51:21,961 - Train: 39.84% [498350/1251000] [398.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001981] [CE 4.889 (4.751)] [KD 5.569 (5.809)] +2024-10-12 19:51:29,331 - Train: 39.84% [498400/1251000] [398.4/1000.0] [batch_t 0.147 (0.147)] [data_t 0.006] [optim_t 0.141] [lr 0.001981] [CE 4.581 (4.653)] [KD 5.672 (5.715)] +2024-10-12 19:51:36,961 - Train: 39.84% [498450/1251000] [398.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.001981] [CE 4.834 (4.725)] [KD 5.859 (5.696)] +2024-10-12 19:51:44,437 - Train: 39.85% [498500/1251000] [398.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001981] [CE 4.898 (4.734)] [KD 5.908 (5.765)] +2024-10-12 19:51:51,943 - Train: 39.85% [498550/1251000] [398.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.001980] [CE 4.657 (4.809)] [KD 5.784 (5.726)] +2024-10-12 19:51:59,397 - Train: 39.86% [498600/1251000] [398.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001980] [CE 4.647 (4.756)] [KD 5.401 (5.709)] +2024-10-12 19:52:06,899 - Train: 39.86% [498650/1251000] [398.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.001980] [CE 4.777 (4.713)] [KD 5.713 (5.728)] +2024-10-12 19:52:14,387 - Train: 39.86% [498700/1251000] [398.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001980] [CE 4.559 (4.780)] [KD 5.655 (5.799)] +2024-10-12 19:52:21,880 - Train: 39.87% [498750/1251000] [398.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001980] [CE 4.475 (4.740)] [KD 5.527 (5.695)] +2024-10-12 19:52:29,353 - Train: 39.87% [498800/1251000] [398.7/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.001980] [CE 4.571 (4.743)] [KD 5.663 (5.723)] +2024-10-12 19:52:36,889 - Train: 39.88% [498850/1251000] [398.8/1000.0] [batch_t 0.254 (0.151)] [data_t 0.003] [optim_t 0.251] [lr 0.001979] [CE 5.034 (4.762)] [KD 5.988 (5.650)] +2024-10-12 19:52:44,509 - Train: 39.88% [498900/1251000] [398.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001979] [CE 4.633 (4.669)] [KD 5.417 (5.682)] +2024-10-12 19:52:51,970 - Train: 39.88% [498950/1251000] [398.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001979] [CE 4.597 (4.779)] [KD 5.786 (5.704)] +2024-10-12 19:52:59,531 - Train: 39.89% [499000/1251000] [398.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001979] [CE 5.108 (4.655)] [KD 5.539 (5.659)] +2024-10-12 19:53:07,124 - Train: 39.89% [499050/1251000] [398.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001979] [CE 5.104 (4.750)] [KD 6.041 (5.736)] +2024-10-12 19:53:14,553 - Train: 39.90% [499100/1251000] [399.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001979] [CE 4.221 (4.702)] [KD 5.587 (5.720)] +2024-10-12 19:53:27,522 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 31299] [top5_cnt 42549] [top_all 50000] +2024-10-12 19:53:27,523 - net: 62.598 (85.098) +2024-10-12 19:53:33,215 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 35017] [top5_cnt 44828] [top_all 50000] +2024-10-12 19:53:33,215 - net_E: 70.034 (89.656) +2024-10-12 19:53:33,355 - Max [top1: 64.098 (epoch: 398)] [top1-ema: 70.238 (epoch: 392)] +2024-10-12 19:53:33,355 - ==> Total time: 22:06:24 Eta: 1 day, 9:17:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 19:53:35,609 - Train: 39.90% [499150/1251000] [399.0/1000.0] [batch_t 0.564 (0.564)] [data_t 0.387] [optim_t 0.177] [lr 0.001978] [CE 4.642 (4.642)] [KD 5.432 (5.432)] +2024-10-12 19:53:43,290 - Train: 39.90% [499200/1251000] [399.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001978] [CE 5.032 (4.693)] [KD 5.626 (5.654)] +2024-10-12 19:53:50,957 - Train: 39.91% [499250/1251000] [399.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001978] [CE 4.735 (4.744)] [KD 5.574 (5.651)] +2024-10-12 19:53:58,322 - Train: 39.91% [499300/1251000] [399.1/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.001978] [CE 4.796 (4.782)] [KD 5.601 (5.702)] +2024-10-12 19:54:05,961 - Train: 39.92% [499350/1251000] [399.2/1000.0] [batch_t 0.143 (0.153)] [data_t 0.003] [optim_t 0.140] [lr 0.001978] [CE 4.635 (4.809)] [KD 5.655 (5.703)] +2024-10-12 19:54:13,416 - Train: 39.92% [499400/1251000] [399.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001977] [CE 4.696 (4.702)] [KD 5.636 (5.650)] +2024-10-12 19:54:20,891 - Train: 39.92% [499450/1251000] [399.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001977] [CE 4.744 (4.693)] [KD 5.767 (5.627)] +2024-10-12 19:54:28,438 - Train: 39.93% [499500/1251000] [399.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001977] [CE 4.858 (4.720)] [KD 5.715 (5.590)] +2024-10-12 19:54:36,096 - Train: 39.93% [499550/1251000] [399.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.007] [optim_t 0.141] [lr 0.001977] [CE 5.006 (4.804)] [KD 5.885 (5.696)] +2024-10-12 19:54:43,995 - Train: 39.94% [499600/1251000] [399.4/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.001977] [CE 4.154 (4.740)] [KD 5.171 (5.630)] +2024-10-12 19:54:51,500 - Train: 39.94% [499650/1251000] [399.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.001977] [CE 4.869 (4.700)] [KD 5.666 (5.643)] +2024-10-12 19:54:58,893 - Train: 39.94% [499700/1251000] [399.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001976] [CE 4.795 (4.731)] [KD 5.903 (5.621)] +2024-10-12 19:55:06,307 - Train: 39.95% [499750/1251000] [399.5/1000.0] [batch_t 0.154 (0.148)] [data_t 0.005] [optim_t 0.150] [lr 0.001976] [CE 4.543 (4.656)] [KD 5.541 (5.661)] +2024-10-12 19:55:13,818 - Train: 39.95% [499800/1251000] [399.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.001976] [CE 4.917 (4.742)] [KD 5.642 (5.612)] +2024-10-12 19:55:21,265 - Train: 39.96% [499850/1251000] [399.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.001976] [CE 4.902 (4.708)] [KD 5.806 (5.698)] +2024-10-12 19:55:28,979 - Train: 39.96% [499900/1251000] [399.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.001976] [CE 5.177 (4.734)] [KD 5.941 (5.672)] +2024-10-12 19:55:36,487 - Train: 39.96% [499950/1251000] [399.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001975] [CE 4.588 (4.723)] [KD 5.516 (5.716)] +2024-10-12 19:55:44,017 - Train: 39.97% [500000/1251000] [399.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001975] [CE 4.121 (4.738)] [KD 5.549 (5.691)] +2024-10-12 19:55:51,557 - Train: 39.97% [500050/1251000] [399.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001975] [CE 5.035 (4.755)] [KD 5.641 (5.662)] +2024-10-12 19:55:59,196 - Train: 39.98% [500100/1251000] [399.8/1000.0] [batch_t 0.142 (0.153)] [data_t 0.004] [optim_t 0.137] [lr 0.001975] [CE 5.105 (4.703)] [KD 5.623 (5.683)] +2024-10-12 19:56:06,659 - Train: 39.98% [500150/1251000] [399.8/1000.0] [batch_t 0.153 (0.149)] [data_t 0.003] [optim_t 0.150] [lr 0.001975] [CE 4.942 (4.765)] [KD 5.910 (5.744)] +2024-10-12 19:56:14,288 - Train: 39.98% [500200/1251000] [399.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001975] [CE 4.886 (4.792)] [KD 5.645 (5.779)] +2024-10-12 19:56:21,682 - Train: 39.99% [500250/1251000] [399.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001974] [CE 4.718 (4.696)] [KD 5.746 (5.709)] +2024-10-12 19:56:29,159 - Train: 39.99% [500300/1251000] [399.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001974] [CE 4.651 (4.717)] [KD 5.816 (5.708)] +2024-10-12 19:56:36,832 - Train: 40.00% [500350/1251000] [400.0/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001974] [CE 4.516 (4.681)] [KD 5.941 (5.701)] +2024-10-12 19:56:44,250 - Train: 40.00% [500400/1251000] [400.0/1000.0] [batch_t 0.140 (0.148)] [data_t 0.004] [optim_t 0.136] [lr 0.001974] [CE 4.813 (4.739)] [KD 6.085 (5.697)] +2024-10-12 19:56:49,921 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 31773] [top5_cnt 42837] [top_all 50000] +2024-10-12 19:56:49,921 - net: 63.546 (85.674) +2024-10-12 19:56:55,695 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 35010] [top5_cnt 44835] [top_all 50000] +2024-10-12 19:56:55,695 - net_E: 70.020 (89.670) +2024-10-12 19:56:55,819 - Max [top1: 64.098 (epoch: 398)] [top1-ema: 70.238 (epoch: 392)] +2024-10-12 19:56:55,819 - ==> Total time: 22:09:46 Eta: 1 day, 9:14:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 19:57:05,353 - Train: 40.00% [500450/1251000] [400.0/1000.0] [batch_t 0.148 (0.163)] [data_t 0.004] [optim_t 0.143] [lr 0.001974] [CE 5.004 (4.752)] [KD 5.560 (5.696)] +2024-10-12 19:57:13,133 - Train: 40.01% [500500/1251000] [400.1/1000.0] [batch_t 0.143 (0.155)] [data_t 0.003] [optim_t 0.140] [lr 0.001974] [CE 4.730 (4.699)] [KD 5.591 (5.690)] +2024-10-12 19:57:20,489 - Train: 40.01% [500550/1251000] [400.1/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.001973] [CE 4.659 (4.732)] [KD 5.677 (5.628)] +2024-10-12 19:57:27,850 - Train: 40.02% [500600/1251000] [400.2/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.001973] [CE 4.338 (4.721)] [KD 5.478 (5.677)] +2024-10-12 19:57:35,270 - Train: 40.02% [500650/1251000] [400.2/1000.0] [batch_t 0.158 (0.148)] [data_t 0.003] [optim_t 0.154] [lr 0.001973] [CE 4.732 (4.702)] [KD 5.705 (5.650)] +2024-10-12 19:57:42,797 - Train: 40.02% [500700/1251000] [400.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001973] [CE 4.920 (4.686)] [KD 5.719 (5.665)] +2024-10-12 19:57:50,413 - Train: 40.03% [500750/1251000] [400.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.001973] [CE 5.024 (4.787)] [KD 6.177 (5.781)] +2024-10-12 19:57:58,058 - Train: 40.03% [500800/1251000] [400.3/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.001972] [CE 5.211 (4.691)] [KD 6.001 (5.672)] +2024-10-12 19:58:05,575 - Train: 40.04% [500850/1251000] [400.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001972] [CE 4.855 (4.669)] [KD 5.872 (5.790)] +2024-10-12 19:58:13,243 - Train: 40.04% [500900/1251000] [400.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001972] [CE 4.828 (4.706)] [KD 5.833 (5.697)] +2024-10-12 19:58:20,601 - Train: 40.04% [500950/1251000] [400.4/1000.0] [batch_t 0.151 (0.147)] [data_t 0.005] [optim_t 0.146] [lr 0.001972] [CE 4.556 (4.725)] [KD 5.565 (5.764)] +2024-10-12 19:58:27,947 - Train: 40.05% [501000/1251000] [400.5/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.001972] [CE 4.770 (4.666)] [KD 6.121 (5.636)] +2024-10-12 19:58:35,402 - Train: 40.05% [501050/1251000] [400.5/1000.0] [batch_t 0.143 (0.149)] [data_t 0.003] [optim_t 0.140] [lr 0.001972] [CE 5.065 (4.789)] [KD 5.838 (5.763)] +2024-10-12 19:58:42,887 - Train: 40.06% [501100/1251000] [400.6/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.001971] [CE 4.640 (4.802)] [KD 5.795 (5.735)] +2024-10-12 19:58:50,492 - Train: 40.06% [501150/1251000] [400.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.007] [optim_t 0.144] [lr 0.001971] [CE 4.764 (4.686)] [KD 5.705 (5.699)] +2024-10-12 19:58:57,959 - Train: 40.06% [501200/1251000] [400.6/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.001971] [CE 4.630 (4.669)] [KD 5.494 (5.683)] +2024-10-12 19:59:05,485 - Train: 40.07% [501250/1251000] [400.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.001971] [CE 4.438 (4.740)] [KD 5.407 (5.679)] +2024-10-12 19:59:12,793 - Train: 40.07% [501300/1251000] [400.7/1000.0] [batch_t 0.145 (0.146)] [data_t 0.005] [optim_t 0.140] [lr 0.001971] [CE 4.649 (4.762)] [KD 5.743 (5.704)] +2024-10-12 19:59:20,442 - Train: 40.08% [501350/1251000] [400.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.001971] [CE 5.025 (4.735)] [KD 5.243 (5.730)] +2024-10-12 19:59:27,915 - Train: 40.08% [501400/1251000] [400.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.001970] [CE 4.963 (4.667)] [KD 5.835 (5.645)] +2024-10-12 19:59:35,602 - Train: 40.08% [501450/1251000] [400.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001970] [CE 4.602 (4.718)] [KD 5.567 (5.691)] +2024-10-12 19:59:43,057 - Train: 40.09% [501500/1251000] [400.9/1000.0] [batch_t 0.143 (0.149)] [data_t 0.006] [optim_t 0.138] [lr 0.001970] [CE 5.006 (4.764)] [KD 5.786 (5.703)] +2024-10-12 19:59:50,501 - Train: 40.09% [501550/1251000] [400.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001970] [CE 4.670 (4.685)] [KD 5.561 (5.611)] +2024-10-12 19:59:57,996 - Train: 40.10% [501600/1251000] [401.0/1000.0] [batch_t 0.156 (0.150)] [data_t 0.006] [optim_t 0.150] [lr 0.001970] [CE 5.019 (4.701)] [KD 5.862 (5.701)] +2024-10-12 20:00:05,549 - Train: 40.10% [501650/1251000] [401.0/1000.0] [batch_t 0.139 (0.151)] [data_t 0.002] [optim_t 0.137] [lr 0.001969] [CE 4.447 (4.682)] [KD 5.592 (5.709)] +2024-10-12 20:00:11,299 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 31201] [top5_cnt 42414] [top_all 50000] +2024-10-12 20:00:11,300 - net: 62.402 (84.828) +2024-10-12 20:00:17,159 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 35039] [top5_cnt 44825] [top_all 50000] +2024-10-12 20:00:17,159 - net_E: 70.078 (89.650) +2024-10-12 20:00:17,439 - Max [top1: 64.098 (epoch: 398)] [top1-ema: 70.238 (epoch: 392)] +2024-10-12 20:00:17,440 - ==> Total time: 22:13:08 Eta: 1 day, 9:11:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 20:00:27,188 - Train: 40.10% [501700/1251000] [401.0/1000.0] [batch_t 0.146 (0.160)] [data_t 0.004] [optim_t 0.142] [lr 0.001969] [CE 4.496 (4.723)] [KD 5.751 (5.746)] +2024-10-12 20:00:34,848 - Train: 40.11% [501750/1251000] [401.1/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.001969] [CE 4.669 (4.740)] [KD 5.634 (5.729)] +2024-10-12 20:00:42,362 - Train: 40.11% [501800/1251000] [401.1/1000.0] [batch_t 0.153 (0.150)] [data_t 0.003] [optim_t 0.150] [lr 0.001969] [CE 4.651 (4.685)] [KD 5.327 (5.665)] +2024-10-12 20:00:49,928 - Train: 40.12% [501850/1251000] [401.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001969] [CE 4.685 (4.731)] [KD 5.642 (5.623)] +2024-10-12 20:00:57,641 - Train: 40.12% [501900/1251000] [401.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.001969] [CE 4.164 (4.753)] [KD 5.361 (5.723)] +2024-10-12 20:01:05,151 - Train: 40.12% [501950/1251000] [401.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.001968] [CE 4.689 (4.714)] [KD 5.432 (5.644)] +2024-10-12 20:01:12,682 - Train: 40.13% [502000/1251000] [401.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.001968] [CE 5.100 (4.747)] [KD 5.894 (5.687)] +2024-10-12 20:01:20,274 - Train: 40.13% [502050/1251000] [401.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001968] [CE 4.859 (4.717)] [KD 5.797 (5.750)] +2024-10-12 20:01:28,002 - Train: 40.14% [502100/1251000] [401.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.001968] [CE 4.740 (4.810)] [KD 5.607 (5.819)] +2024-10-12 20:01:35,595 - Train: 40.14% [502150/1251000] [401.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001968] [CE 4.519 (4.679)] [KD 5.776 (5.687)] +2024-10-12 20:01:43,136 - Train: 40.14% [502200/1251000] [401.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001968] [CE 4.449 (4.692)] [KD 5.893 (5.684)] +2024-10-12 20:01:50,594 - Train: 40.15% [502250/1251000] [401.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001967] [CE 4.829 (4.769)] [KD 5.774 (5.794)] +2024-10-12 20:01:58,096 - Train: 40.15% [502300/1251000] [401.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001967] [CE 4.801 (4.714)] [KD 5.824 (5.700)] +2024-10-12 20:02:05,651 - Train: 40.16% [502350/1251000] [401.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.001967] [CE 4.533 (4.755)] [KD 5.796 (5.741)] +2024-10-12 20:02:13,019 - Train: 40.16% [502400/1251000] [401.6/1000.0] [batch_t 0.148 (0.147)] [data_t 0.003] [optim_t 0.145] [lr 0.001967] [CE 4.728 (4.710)] [KD 5.407 (5.686)] +2024-10-12 20:02:20,648 - Train: 40.16% [502450/1251000] [401.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001967] [CE 4.897 (4.667)] [KD 5.558 (5.656)] +2024-10-12 20:02:28,159 - Train: 40.17% [502500/1251000] [401.7/1000.0] [batch_t 0.152 (0.150)] [data_t 0.008] [optim_t 0.144] [lr 0.001966] [CE 4.782 (4.673)] [KD 5.873 (5.668)] +2024-10-12 20:02:35,825 - Train: 40.17% [502550/1251000] [401.7/1000.0] [batch_t 0.154 (0.153)] [data_t 0.006] [optim_t 0.149] [lr 0.001966] [CE 4.446 (4.671)] [KD 5.582 (5.689)] +2024-10-12 20:02:43,357 - Train: 40.18% [502600/1251000] [401.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001966] [CE 4.985 (4.738)] [KD 5.750 (5.719)] +2024-10-12 20:02:50,869 - Train: 40.18% [502650/1251000] [401.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001966] [CE 4.746 (4.738)] [KD 5.891 (5.692)] +2024-10-12 20:02:58,393 - Train: 40.18% [502700/1251000] [401.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.001966] [CE 4.838 (4.694)] [KD 5.877 (5.638)] +2024-10-12 20:03:06,019 - Train: 40.19% [502750/1251000] [401.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.007] [optim_t 0.141] [lr 0.001966] [CE 4.517 (4.792)] [KD 5.792 (5.710)] +2024-10-12 20:03:13,617 - Train: 40.19% [502800/1251000] [401.9/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.001965] [CE 4.985 (4.682)] [KD 5.738 (5.800)] +2024-10-12 20:03:21,332 - Train: 40.20% [502850/1251000] [402.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001965] [CE 5.023 (4.735)] [KD 6.031 (5.793)] +2024-10-12 20:03:28,883 - Train: 40.20% [502900/1251000] [402.0/1000.0] [batch_t 0.139 (0.151)] [data_t 0.004] [optim_t 0.135] [lr 0.001965] [CE 4.471 (4.671)] [KD 5.711 (5.597)] +2024-10-12 20:03:34,842 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 32247] [top5_cnt 43116] [top_all 50000] +2024-10-12 20:03:34,842 - net: 64.494 (86.232) +2024-10-12 20:03:40,658 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.106)] [top1_cnt 35098] [top5_cnt 44827] [top_all 50000] +2024-10-12 20:03:40,659 - net_E: 70.196 (89.654) +2024-10-12 20:03:40,792 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.238 (epoch: 392)] +2024-10-12 20:03:40,792 - ==> Total time: 22:16:31 Eta: 1 day, 9:08:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 20:03:51,372 - Train: 40.20% [502950/1251000] [402.0/1000.0] [batch_t 0.149 (0.159)] [data_t 0.003] [optim_t 0.145] [lr 0.001965] [CE 4.461 (4.656)] [KD 5.485 (5.618)] +2024-10-12 20:03:58,984 - Train: 40.21% [503000/1251000] [402.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001965] [CE 4.832 (4.635)] [KD 5.957 (5.701)] +2024-10-12 20:04:06,627 - Train: 40.21% [503050/1251000] [402.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.001964] [CE 4.665 (4.719)] [KD 5.431 (5.568)] +2024-10-12 20:04:14,262 - Train: 40.22% [503100/1251000] [402.2/1000.0] [batch_t 0.154 (0.153)] [data_t 0.006] [optim_t 0.147] [lr 0.001964] [CE 5.024 (4.784)] [KD 5.454 (5.653)] +2024-10-12 20:04:22,004 - Train: 40.22% [503150/1251000] [402.2/1000.0] [batch_t 0.157 (0.155)] [data_t 0.005] [optim_t 0.152] [lr 0.001964] [CE 4.612 (4.677)] [KD 5.903 (5.674)] +2024-10-12 20:04:29,634 - Train: 40.22% [503200/1251000] [402.2/1000.0] [batch_t 0.154 (0.152)] [data_t 0.009] [optim_t 0.145] [lr 0.001964] [CE 5.018 (4.700)] [KD 5.650 (5.618)] +2024-10-12 20:04:37,223 - Train: 40.23% [503250/1251000] [402.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001964] [CE 5.196 (4.746)] [KD 5.792 (5.632)] +2024-10-12 20:04:44,826 - Train: 40.23% [503300/1251000] [402.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001964] [CE 4.907 (4.680)] [KD 5.941 (5.647)] +2024-10-12 20:04:52,325 - Train: 40.24% [503350/1251000] [402.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.001963] [CE 4.867 (4.658)] [KD 6.052 (5.638)] +2024-10-12 20:04:59,962 - Train: 40.24% [503400/1251000] [402.4/1000.0] [batch_t 0.257 (0.153)] [data_t 0.005] [optim_t 0.252] [lr 0.001963] [CE 5.252 (4.649)] [KD 6.054 (5.654)] +2024-10-12 20:05:07,715 - Train: 40.24% [503450/1251000] [402.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.001963] [CE 4.933 (4.734)] [KD 5.906 (5.629)] +2024-10-12 20:05:15,380 - Train: 40.25% [503500/1251000] [402.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001963] [CE 4.515 (4.662)] [KD 5.411 (5.632)] +2024-10-12 20:05:22,775 - Train: 40.25% [503550/1251000] [402.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001963] [CE 4.527 (4.651)] [KD 5.560 (5.600)] +2024-10-12 20:05:30,209 - Train: 40.26% [503600/1251000] [402.6/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.001963] [CE 4.388 (4.679)] [KD 5.232 (5.646)] +2024-10-12 20:05:37,841 - Train: 40.26% [503650/1251000] [402.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001962] [CE 4.802 (4.706)] [KD 5.867 (5.643)] +2024-10-12 20:05:45,384 - Train: 40.26% [503700/1251000] [402.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.007] [optim_t 0.143] [lr 0.001962] [CE 4.693 (4.712)] [KD 5.782 (5.648)] +2024-10-12 20:05:53,035 - Train: 40.27% [503750/1251000] [402.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001962] [CE 4.915 (4.713)] [KD 5.888 (5.730)] +2024-10-12 20:06:00,665 - Train: 40.27% [503800/1251000] [402.7/1000.0] [batch_t 0.144 (0.152)] [data_t 0.006] [optim_t 0.138] [lr 0.001962] [CE 4.728 (4.797)] [KD 5.694 (5.740)] +2024-10-12 20:06:08,463 - Train: 40.28% [503850/1251000] [402.8/1000.0] [batch_t 0.149 (0.156)] [data_t 0.007] [optim_t 0.141] [lr 0.001962] [CE 5.384 (4.779)] [KD 5.981 (5.705)] +2024-10-12 20:06:16,059 - Train: 40.28% [503900/1251000] [402.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001961] [CE 5.060 (4.774)] [KD 6.005 (5.701)] +2024-10-12 20:06:23,639 - Train: 40.28% [503950/1251000] [402.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001961] [CE 5.287 (4.733)] [KD 5.999 (5.638)] +2024-10-12 20:06:31,293 - Train: 40.29% [504000/1251000] [402.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001961] [CE 5.280 (4.729)] [KD 6.103 (5.767)] +2024-10-12 20:06:38,891 - Train: 40.29% [504050/1251000] [402.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001961] [CE 4.585 (4.731)] [KD 5.459 (5.780)] +2024-10-12 20:06:46,443 - Train: 40.30% [504100/1251000] [403.0/1000.0] [batch_t 0.143 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.001961] [CE 5.185 (4.729)] [KD 6.052 (5.700)] +2024-10-12 20:06:53,953 - Train: 40.30% [504150/1251000] [403.0/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001961] [CE 4.680 (4.808)] [KD 5.728 (5.775)] +2024-10-12 20:07:00,067 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 31767] [top5_cnt 42892] [top_all 50000] +2024-10-12 20:07:00,067 - net: 63.534 (85.784) +2024-10-12 20:07:05,881 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 35139] [top5_cnt 44820] [top_all 50000] +2024-10-12 20:07:05,882 - net_E: 70.278 (89.640) +2024-10-12 20:07:06,032 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.278 (epoch: 403)] +2024-10-12 20:07:06,032 - ==> Total time: 22:19:57 Eta: 1 day, 9:04:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 20:07:16,283 - Train: 40.30% [504200/1251000] [403.0/1000.0] [batch_t 0.147 (0.158)] [data_t 0.003] [optim_t 0.144] [lr 0.001960] [CE 4.865 (4.734)] [KD 5.460 (5.578)] +2024-10-12 20:07:23,888 - Train: 40.31% [504250/1251000] [403.1/1000.0] [batch_t 0.156 (0.152)] [data_t 0.006] [optim_t 0.150] [lr 0.001960] [CE 5.151 (4.760)] [KD 5.571 (5.601)] +2024-10-12 20:07:31,442 - Train: 40.31% [504300/1251000] [403.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001960] [CE 4.830 (4.698)] [KD 5.779 (5.638)] +2024-10-12 20:07:39,092 - Train: 40.32% [504350/1251000] [403.2/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.001960] [CE 5.250 (4.711)] [KD 6.028 (5.639)] +2024-10-12 20:07:46,671 - Train: 40.32% [504400/1251000] [403.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001960] [CE 4.641 (4.720)] [KD 5.737 (5.696)] +2024-10-12 20:07:54,224 - Train: 40.32% [504450/1251000] [403.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001960] [CE 4.884 (4.781)] [KD 5.672 (5.798)] +2024-10-12 20:08:01,970 - Train: 40.33% [504500/1251000] [403.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.001959] [CE 4.830 (4.739)] [KD 5.844 (5.658)] +2024-10-12 20:08:09,417 - Train: 40.33% [504550/1251000] [403.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.001959] [CE 4.655 (4.659)] [KD 5.487 (5.563)] +2024-10-12 20:08:16,840 - Train: 40.34% [504600/1251000] [403.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001959] [CE 4.360 (4.617)] [KD 5.581 (5.588)] +2024-10-12 20:08:24,213 - Train: 40.34% [504650/1251000] [403.4/1000.0] [batch_t 0.145 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.001959] [CE 4.987 (4.718)] [KD 5.659 (5.686)] +2024-10-12 20:08:31,629 - Train: 40.34% [504700/1251000] [403.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.001959] [CE 4.308 (4.704)] [KD 5.306 (5.671)] +2024-10-12 20:08:39,372 - Train: 40.35% [504750/1251000] [403.5/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.001958] [CE 4.584 (4.701)] [KD 5.568 (5.714)] +2024-10-12 20:08:47,073 - Train: 40.35% [504800/1251000] [403.5/1000.0] [batch_t 0.144 (0.154)] [data_t 0.003] [optim_t 0.140] [lr 0.001958] [CE 4.651 (4.772)] [KD 5.632 (5.779)] +2024-10-12 20:08:54,442 - Train: 40.36% [504850/1251000] [403.6/1000.0] [batch_t 0.154 (0.147)] [data_t 0.008] [optim_t 0.147] [lr 0.001958] [CE 4.443 (4.744)] [KD 5.754 (5.707)] +2024-10-12 20:09:01,914 - Train: 40.36% [504900/1251000] [403.6/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001958] [CE 4.275 (4.578)] [KD 5.572 (5.652)] +2024-10-12 20:09:09,360 - Train: 40.36% [504950/1251000] [403.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001958] [CE 4.783 (4.728)] [KD 5.805 (5.660)] +2024-10-12 20:09:16,889 - Train: 40.37% [505000/1251000] [403.7/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.001958] [CE 4.989 (4.722)] [KD 5.610 (5.694)] +2024-10-12 20:09:24,276 - Train: 40.37% [505050/1251000] [403.7/1000.0] [batch_t 0.155 (0.148)] [data_t 0.006] [optim_t 0.149] [lr 0.001957] [CE 4.984 (4.722)] [KD 5.821 (5.652)] +2024-10-12 20:09:31,719 - Train: 40.38% [505100/1251000] [403.8/1000.0] [batch_t 0.156 (0.149)] [data_t 0.003] [optim_t 0.152] [lr 0.001957] [CE 4.781 (4.694)] [KD 6.064 (5.616)] +2024-10-12 20:09:39,383 - Train: 40.38% [505150/1251000] [403.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001957] [CE 4.581 (4.710)] [KD 5.425 (5.731)] +2024-10-12 20:09:47,192 - Train: 40.38% [505200/1251000] [403.8/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.001957] [CE 4.478 (4.706)] [KD 5.277 (5.700)] +2024-10-12 20:09:54,804 - Train: 40.39% [505250/1251000] [403.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.001957] [CE 4.401 (4.772)] [KD 5.488 (5.692)] +2024-10-12 20:10:02,204 - Train: 40.39% [505300/1251000] [403.9/1000.0] [batch_t 0.162 (0.148)] [data_t 0.007] [optim_t 0.155] [lr 0.001956] [CE 5.096 (4.780)] [KD 5.912 (5.738)] +2024-10-12 20:10:09,604 - Train: 40.40% [505350/1251000] [404.0/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.001956] [CE 4.558 (4.766)] [KD 5.764 (5.724)] +2024-10-12 20:10:17,060 - Train: 40.40% [505400/1251000] [404.0/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.001956] [CE 4.777 (4.711)] [KD 5.634 (5.700)] +2024-10-12 20:10:23,270 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 31804] [top5_cnt 42813] [top_all 50000] +2024-10-12 20:10:23,270 - net: 63.608 (85.626) +2024-10-12 20:10:29,079 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 35109] [top5_cnt 44825] [top_all 50000] +2024-10-12 20:10:29,079 - net_E: 70.218 (89.650) +2024-10-12 20:10:29,252 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.278 (epoch: 403)] +2024-10-12 20:10:29,252 - ==> Total time: 22:23:20 Eta: 1 day, 9:01:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 20:10:38,286 - Train: 40.40% [505450/1251000] [404.0/1000.0] [batch_t 0.145 (0.157)] [data_t 0.004] [optim_t 0.141] [lr 0.001956] [CE 4.683 (4.647)] [KD 5.609 (5.588)] +2024-10-12 20:10:45,691 - Train: 40.41% [505500/1251000] [404.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.001956] [CE 4.521 (4.636)] [KD 5.698 (5.545)] +2024-10-12 20:10:53,551 - Train: 40.41% [505550/1251000] [404.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.001956] [CE 4.426 (4.753)] [KD 5.456 (5.670)] +2024-10-12 20:11:01,090 - Train: 40.42% [505600/1251000] [404.2/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.139] [lr 0.001955] [CE 4.813 (4.684)] [KD 5.525 (5.633)] +2024-10-12 20:11:08,597 - Train: 40.42% [505650/1251000] [404.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.001955] [CE 4.794 (4.662)] [KD 5.491 (5.560)] +2024-10-12 20:11:15,943 - Train: 40.42% [505700/1251000] [404.2/1000.0] [batch_t 0.158 (0.147)] [data_t 0.004] [optim_t 0.154] [lr 0.001955] [CE 4.747 (4.718)] [KD 5.683 (5.640)] +2024-10-12 20:11:23,319 - Train: 40.43% [505750/1251000] [404.3/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.001955] [CE 4.575 (4.696)] [KD 5.708 (5.719)] +2024-10-12 20:11:30,702 - Train: 40.43% [505800/1251000] [404.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.001955] [CE 4.772 (4.711)] [KD 5.568 (5.611)] +2024-10-12 20:11:38,496 - Train: 40.44% [505850/1251000] [404.4/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.001955] [CE 4.335 (4.742)] [KD 5.378 (5.669)] +2024-10-12 20:11:45,899 - Train: 40.44% [505900/1251000] [404.4/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.001954] [CE 4.807 (4.742)] [KD 5.803 (5.692)] +2024-10-12 20:11:53,406 - Train: 40.44% [505950/1251000] [404.4/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.001954] [CE 4.719 (4.742)] [KD 5.671 (5.659)] +2024-10-12 20:12:00,884 - Train: 40.45% [506000/1251000] [404.5/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.001954] [CE 4.036 (4.715)] [KD 5.344 (5.636)] +2024-10-12 20:12:08,586 - Train: 40.45% [506050/1251000] [404.5/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.001954] [CE 5.245 (4.620)] [KD 5.844 (5.595)] +2024-10-12 20:12:16,180 - Train: 40.46% [506100/1251000] [404.6/1000.0] [batch_t 0.258 (0.152)] [data_t 0.005] [optim_t 0.253] [lr 0.001954] [CE 4.773 (4.731)] [KD 5.486 (5.657)] +2024-10-12 20:12:23,635 - Train: 40.46% [506150/1251000] [404.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.001953] [CE 4.480 (4.716)] [KD 5.730 (5.770)] +2024-10-12 20:12:31,038 - Train: 40.46% [506200/1251000] [404.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001953] [CE 5.052 (4.735)] [KD 5.814 (5.744)] +2024-10-12 20:12:38,575 - Train: 40.47% [506250/1251000] [404.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001953] [CE 4.690 (4.811)] [KD 5.891 (5.764)] +2024-10-12 20:12:46,046 - Train: 40.47% [506300/1251000] [404.7/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.001953] [CE 4.882 (4.768)] [KD 5.720 (5.793)] +2024-10-12 20:12:53,467 - Train: 40.48% [506350/1251000] [404.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.001953] [CE 5.098 (4.743)] [KD 5.730 (5.692)] +2024-10-12 20:13:01,368 - Train: 40.48% [506400/1251000] [404.8/1000.0] [batch_t 0.144 (0.158)] [data_t 0.004] [optim_t 0.140] [lr 0.001953] [CE 4.650 (4.765)] [KD 5.623 (5.733)] +2024-10-12 20:13:08,974 - Train: 40.48% [506450/1251000] [404.8/1000.0] [batch_t 0.242 (0.152)] [data_t 0.003] [optim_t 0.239] [lr 0.001952] [CE 4.412 (4.735)] [KD 5.794 (5.675)] +2024-10-12 20:13:16,369 - Train: 40.49% [506500/1251000] [404.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001952] [CE 5.230 (4.781)] [KD 5.921 (5.746)] +2024-10-12 20:13:23,745 - Train: 40.49% [506550/1251000] [404.9/1000.0] [batch_t 0.150 (0.147)] [data_t 0.003] [optim_t 0.148] [lr 0.001952] [CE 4.666 (4.746)] [KD 5.616 (5.763)] +2024-10-12 20:13:31,074 - Train: 40.50% [506600/1251000] [405.0/1000.0] [batch_t 0.149 (0.146)] [data_t 0.005] [optim_t 0.144] [lr 0.001952] [CE 4.818 (4.707)] [KD 5.480 (5.676)] +2024-10-12 20:13:38,403 - Train: 40.50% [506650/1251000] [405.0/1000.0] [batch_t 0.140 (0.146)] [data_t 0.006] [optim_t 0.134] [lr 0.001952] [CE 4.434 (4.715)] [KD 5.219 (5.614)] +2024-10-12 20:13:44,865 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 31384] [top5_cnt 42423] [top_all 50000] +2024-10-12 20:13:44,866 - net: 62.768 (84.846) +2024-10-12 20:13:50,625 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 35114] [top5_cnt 44815] [top_all 50000] +2024-10-12 20:13:50,626 - net_E: 70.228 (89.630) +2024-10-12 20:13:50,790 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.278 (epoch: 403)] +2024-10-12 20:13:50,791 - ==> Total time: 22:26:41 Eta: 1 day, 8:58:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 20:14:00,821 - Train: 40.50% [506700/1251000] [405.0/1000.0] [batch_t 0.145 (0.163)] [data_t 0.004] [optim_t 0.140] [lr 0.001951] [CE 4.533 (4.715)] [KD 5.360 (5.657)] +2024-10-12 20:14:08,347 - Train: 40.51% [506750/1251000] [405.1/1000.0] [batch_t 0.155 (0.150)] [data_t 0.006] [optim_t 0.149] [lr 0.001951] [CE 4.747 (4.709)] [KD 5.563 (5.715)] +2024-10-12 20:14:16,373 - Train: 40.51% [506800/1251000] [405.1/1000.0] [batch_t 0.147 (0.160)] [data_t 0.004] [optim_t 0.143] [lr 0.001951] [CE 4.617 (4.739)] [KD 5.662 (5.652)] +2024-10-12 20:14:23,831 - Train: 40.52% [506850/1251000] [405.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001951] [CE 4.447 (4.680)] [KD 5.576 (5.618)] +2024-10-12 20:14:31,425 - Train: 40.52% [506900/1251000] [405.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001951] [CE 4.835 (4.748)] [KD 5.980 (5.721)] +2024-10-12 20:14:38,945 - Train: 40.52% [506950/1251000] [405.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.001951] [CE 4.793 (4.730)] [KD 5.584 (5.640)] +2024-10-12 20:14:46,424 - Train: 40.53% [507000/1251000] [405.3/1000.0] [batch_t 0.169 (0.149)] [data_t 0.005] [optim_t 0.164] [lr 0.001950] [CE 4.317 (4.812)] [KD 5.466 (5.695)] +2024-10-12 20:14:53,987 - Train: 40.53% [507050/1251000] [405.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.001950] [CE 4.266 (4.709)] [KD 5.843 (5.699)] +2024-10-12 20:15:01,799 - Train: 40.54% [507100/1251000] [405.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001950] [CE 4.840 (4.657)] [KD 5.832 (5.655)] +2024-10-12 20:15:09,395 - Train: 40.54% [507150/1251000] [405.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.001950] [CE 4.414 (4.812)] [KD 5.660 (5.670)] +2024-10-12 20:15:17,043 - Train: 40.54% [507200/1251000] [405.4/1000.0] [batch_t 0.262 (0.153)] [data_t 0.004] [optim_t 0.258] [lr 0.001950] [CE 5.116 (4.757)] [KD 5.751 (5.707)] +2024-10-12 20:15:24,442 - Train: 40.55% [507250/1251000] [405.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001950] [CE 4.479 (4.819)] [KD 5.727 (5.701)] +2024-10-12 20:15:31,953 - Train: 40.55% [507300/1251000] [405.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001949] [CE 5.130 (4.756)] [KD 5.714 (5.696)] +2024-10-12 20:15:39,405 - Train: 40.56% [507350/1251000] [405.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.001949] [CE 4.921 (4.700)] [KD 5.999 (5.645)] +2024-10-12 20:15:47,111 - Train: 40.56% [507400/1251000] [405.6/1000.0] [batch_t 0.281 (0.154)] [data_t 0.005] [optim_t 0.277] [lr 0.001949] [CE 4.686 (4.712)] [KD 5.546 (5.639)] +2024-10-12 20:15:54,535 - Train: 40.56% [507450/1251000] [405.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001949] [CE 4.738 (4.756)] [KD 5.766 (5.737)] +2024-10-12 20:16:02,196 - Train: 40.57% [507500/1251000] [405.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001949] [CE 5.073 (4.742)] [KD 5.786 (5.734)] +2024-10-12 20:16:09,739 - Train: 40.57% [507550/1251000] [405.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001948] [CE 4.816 (4.819)] [KD 5.531 (5.666)] +2024-10-12 20:16:17,161 - Train: 40.58% [507600/1251000] [405.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001948] [CE 4.903 (4.709)] [KD 6.040 (5.602)] +2024-10-12 20:16:24,809 - Train: 40.58% [507650/1251000] [405.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.001948] [CE 4.492 (4.654)] [KD 5.689 (5.676)] +2024-10-12 20:16:32,447 - Train: 40.58% [507700/1251000] [405.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.001948] [CE 5.331 (4.707)] [KD 5.760 (5.623)] +2024-10-12 20:16:40,039 - Train: 40.59% [507750/1251000] [405.9/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.154] [lr 0.001948] [CE 4.873 (4.729)] [KD 5.686 (5.716)] +2024-10-12 20:16:47,612 - Train: 40.59% [507800/1251000] [405.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.007] [optim_t 0.144] [lr 0.001948] [CE 4.495 (4.646)] [KD 5.333 (5.646)] +2024-10-12 20:16:54,975 - Train: 40.60% [507850/1251000] [406.0/1000.0] [batch_t 0.146 (0.147)] [data_t 0.003] [optim_t 0.142] [lr 0.001947] [CE 4.917 (4.755)] [KD 5.544 (5.726)] +2024-10-12 20:17:02,562 - Train: 40.60% [507900/1251000] [406.0/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.001947] [CE 4.344 (4.712)] [KD 5.586 (5.631)] +2024-10-12 20:17:09,238 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 31589] [top5_cnt 42709] [top_all 50000] +2024-10-12 20:17:09,238 - net: 63.178 (85.418) +2024-10-12 20:17:14,978 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.102)] [top1_cnt 35117] [top5_cnt 44820] [top_all 50000] +2024-10-12 20:17:14,979 - net_E: 70.234 (89.640) +2024-10-12 20:17:15,128 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.278 (epoch: 403)] +2024-10-12 20:17:15,128 - ==> Total time: 22:30:06 Eta: 1 day, 8:55:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 20:17:24,356 - Train: 40.60% [507950/1251000] [406.0/1000.0] [batch_t 0.144 (0.166)] [data_t 0.003] [optim_t 0.141] [lr 0.001947] [CE 4.731 (4.771)] [KD 5.975 (5.700)] +2024-10-12 20:17:31,901 - Train: 40.61% [508000/1251000] [406.1/1000.0] [batch_t 0.155 (0.151)] [data_t 0.006] [optim_t 0.149] [lr 0.001947] [CE 4.636 (4.716)] [KD 5.588 (5.585)] +2024-10-12 20:17:39,414 - Train: 40.61% [508050/1251000] [406.1/1000.0] [batch_t 0.297 (0.150)] [data_t 0.003] [optim_t 0.293] [lr 0.001947] [CE 5.255 (4.824)] [KD 5.742 (5.704)] +2024-10-12 20:17:46,910 - Train: 40.62% [508100/1251000] [406.2/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.001947] [CE 4.485 (4.767)] [KD 5.820 (5.642)] +2024-10-12 20:17:54,298 - Train: 40.62% [508150/1251000] [406.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001946] [CE 4.371 (4.700)] [KD 5.274 (5.608)] +2024-10-12 20:18:01,960 - Train: 40.62% [508200/1251000] [406.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.002] [optim_t 0.148] [lr 0.001946] [CE 4.695 (4.717)] [KD 5.421 (5.569)] +2024-10-12 20:18:09,511 - Train: 40.63% [508250/1251000] [406.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001946] [CE 4.362 (4.706)] [KD 5.583 (5.656)] +2024-10-12 20:18:16,938 - Train: 40.63% [508300/1251000] [406.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.001946] [CE 4.510 (4.680)] [KD 5.526 (5.613)] +2024-10-12 20:18:24,457 - Train: 40.64% [508350/1251000] [406.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.001946] [CE 4.696 (4.737)] [KD 6.055 (5.718)] +2024-10-12 20:18:32,010 - Train: 40.64% [508400/1251000] [406.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001945] [CE 4.480 (4.709)] [KD 5.701 (5.667)] +2024-10-12 20:18:39,658 - Train: 40.64% [508450/1251000] [406.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.001945] [CE 4.454 (4.728)] [KD 5.332 (5.671)] +2024-10-12 20:18:47,391 - Train: 40.65% [508500/1251000] [406.5/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.001945] [CE 4.852 (4.658)] [KD 5.889 (5.671)] +2024-10-12 20:18:54,942 - Train: 40.65% [508550/1251000] [406.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001945] [CE 4.772 (4.769)] [KD 5.617 (5.696)] +2024-10-12 20:19:02,392 - Train: 40.66% [508600/1251000] [406.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.001945] [CE 5.421 (4.681)] [KD 6.066 (5.597)] +2024-10-12 20:19:09,858 - Train: 40.66% [508650/1251000] [406.6/1000.0] [batch_t 0.157 (0.149)] [data_t 0.005] [optim_t 0.152] [lr 0.001945] [CE 4.447 (4.788)] [KD 5.479 (5.773)] +2024-10-12 20:19:17,289 - Train: 40.66% [508700/1251000] [406.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001944] [CE 5.042 (4.768)] [KD 5.947 (5.757)] +2024-10-12 20:19:24,921 - Train: 40.67% [508750/1251000] [406.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001944] [CE 3.919 (4.730)] [KD 5.113 (5.739)] +2024-10-12 20:19:32,609 - Train: 40.67% [508800/1251000] [406.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001944] [CE 4.746 (4.665)] [KD 5.697 (5.682)] +2024-10-12 20:19:40,138 - Train: 40.68% [508850/1251000] [406.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001944] [CE 4.518 (4.692)] [KD 5.589 (5.709)] +2024-10-12 20:19:47,753 - Train: 40.68% [508900/1251000] [406.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001944] [CE 5.305 (4.732)] [KD 5.821 (5.690)] +2024-10-12 20:19:55,225 - Train: 40.68% [508950/1251000] [406.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.001943] [CE 5.181 (4.729)] [KD 6.108 (5.618)] +2024-10-12 20:20:02,670 - Train: 40.69% [509000/1251000] [406.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001943] [CE 4.528 (4.790)] [KD 5.462 (5.670)] +2024-10-12 20:20:10,415 - Train: 40.69% [509050/1251000] [406.9/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001943] [CE 4.606 (4.644)] [KD 5.420 (5.604)] +2024-10-12 20:20:17,864 - Train: 40.70% [509100/1251000] [407.0/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001943] [CE 5.004 (4.730)] [KD 6.400 (5.688)] +2024-10-12 20:20:25,212 - Train: 40.70% [509150/1251000] [407.0/1000.0] [batch_t 0.139 (0.147)] [data_t 0.004] [optim_t 0.135] [lr 0.001943] [CE 4.706 (4.724)] [KD 5.851 (5.656)] +2024-10-12 20:20:32,022 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 31248] [top5_cnt 42452] [top_all 50000] +2024-10-12 20:20:32,022 - net: 62.496 (84.904) +2024-10-12 20:20:37,901 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 35147] [top5_cnt 44800] [top_all 50000] +2024-10-12 20:20:37,902 - net_E: 70.294 (89.600) +2024-10-12 20:20:38,064 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.294 (epoch: 407)] +2024-10-12 20:20:38,064 - ==> Total time: 22:33:29 Eta: 1 day, 8:52:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 20:20:48,566 - Train: 40.70% [509200/1251000] [407.0/1000.0] [batch_t 0.148 (0.159)] [data_t 0.006] [optim_t 0.142] [lr 0.001943] [CE 5.085 (4.710)] [KD 6.014 (5.590)] +2024-10-12 20:20:56,254 - Train: 40.71% [509250/1251000] [407.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.007] [optim_t 0.140] [lr 0.001942] [CE 5.139 (4.733)] [KD 5.831 (5.680)] +2024-10-12 20:21:04,215 - Train: 40.71% [509300/1251000] [407.1/1000.0] [batch_t 0.269 (0.159)] [data_t 0.004] [optim_t 0.266] [lr 0.001942] [CE 4.408 (4.752)] [KD 5.289 (5.586)] +2024-10-12 20:21:11,864 - Train: 40.72% [509350/1251000] [407.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001942] [CE 4.703 (4.637)] [KD 5.896 (5.604)] +2024-10-12 20:21:19,281 - Train: 40.72% [509400/1251000] [407.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001942] [CE 4.672 (4.702)] [KD 5.574 (5.673)] +2024-10-12 20:21:26,755 - Train: 40.72% [509450/1251000] [407.2/1000.0] [batch_t 0.143 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.001942] [CE 4.583 (4.730)] [KD 5.557 (5.613)] +2024-10-12 20:21:34,177 - Train: 40.73% [509500/1251000] [407.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001942] [CE 5.281 (4.762)] [KD 6.310 (5.761)] +2024-10-12 20:21:41,837 - Train: 40.73% [509550/1251000] [407.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.001941] [CE 4.808 (4.637)] [KD 5.655 (5.615)] +2024-10-12 20:21:49,496 - Train: 40.74% [509600/1251000] [407.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.001941] [CE 5.093 (4.718)] [KD 5.978 (5.674)] +2024-10-12 20:21:57,250 - Train: 40.74% [509650/1251000] [407.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.142] [lr 0.001941] [CE 4.455 (4.721)] [KD 5.509 (5.617)] +2024-10-12 20:22:04,821 - Train: 40.74% [509700/1251000] [407.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.001941] [CE 4.877 (4.779)] [KD 5.790 (5.722)] +2024-10-12 20:22:12,269 - Train: 40.75% [509750/1251000] [407.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.001941] [CE 4.499 (4.746)] [KD 5.408 (5.650)] +2024-10-12 20:22:19,733 - Train: 40.75% [509800/1251000] [407.5/1000.0] [batch_t 0.164 (0.149)] [data_t 0.004] [optim_t 0.160] [lr 0.001940] [CE 4.474 (4.743)] [KD 5.303 (5.597)] +2024-10-12 20:22:27,397 - Train: 40.76% [509850/1251000] [407.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.001940] [CE 4.707 (4.732)] [KD 5.686 (5.610)] +2024-10-12 20:22:35,042 - Train: 40.76% [509900/1251000] [407.6/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.001940] [CE 4.617 (4.749)] [KD 5.548 (5.618)] +2024-10-12 20:22:42,435 - Train: 40.76% [509950/1251000] [407.6/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.001940] [CE 4.579 (4.657)] [KD 5.748 (5.560)] +2024-10-12 20:22:49,889 - Train: 40.77% [510000/1251000] [407.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001940] [CE 4.704 (4.732)] [KD 5.881 (5.696)] +2024-10-12 20:22:57,577 - Train: 40.77% [510050/1251000] [407.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.001940] [CE 4.779 (4.633)] [KD 5.876 (5.700)] +2024-10-12 20:23:05,179 - Train: 40.78% [510100/1251000] [407.8/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.001939] [CE 5.102 (4.712)] [KD 5.935 (5.655)] +2024-10-12 20:23:12,946 - Train: 40.78% [510150/1251000] [407.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001939] [CE 4.512 (4.722)] [KD 5.833 (5.752)] +2024-10-12 20:23:20,572 - Train: 40.78% [510200/1251000] [407.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001939] [CE 4.491 (4.769)] [KD 5.452 (5.718)] +2024-10-12 20:23:28,008 - Train: 40.79% [510250/1251000] [407.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001939] [CE 4.012 (4.739)] [KD 5.429 (5.639)] +2024-10-12 20:23:35,407 - Train: 40.79% [510300/1251000] [407.9/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.001939] [CE 4.792 (4.695)] [KD 5.766 (5.725)] +2024-10-12 20:23:42,827 - Train: 40.80% [510350/1251000] [408.0/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.001938] [CE 4.547 (4.746)] [KD 5.967 (5.770)] +2024-10-12 20:23:50,411 - Train: 40.80% [510400/1251000] [408.0/1000.0] [batch_t 0.141 (0.152)] [data_t 0.004] [optim_t 0.137] [lr 0.001938] [CE 5.327 (4.787)] [KD 6.202 (5.746)] +2024-10-12 20:23:57,252 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 31839] [top5_cnt 42857] [top_all 50000] +2024-10-12 20:23:57,252 - net: 63.678 (85.714) +2024-10-12 20:24:03,081 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 35130] [top5_cnt 44814] [top_all 50000] +2024-10-12 20:24:03,082 - net_E: 70.260 (89.628) +2024-10-12 20:24:03,304 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.294 (epoch: 407)] +2024-10-12 20:24:03,304 - ==> Total time: 22:36:54 Eta: 1 day, 8:48:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 20:24:12,829 - Train: 40.80% [510450/1251000] [408.0/1000.0] [batch_t 0.146 (0.164)] [data_t 0.006] [optim_t 0.140] [lr 0.001938] [CE 4.483 (4.698)] [KD 5.575 (5.665)] +2024-10-12 20:24:20,879 - Train: 40.81% [510500/1251000] [408.1/1000.0] [batch_t 0.154 (0.161)] [data_t 0.005] [optim_t 0.149] [lr 0.001938] [CE 4.092 (4.684)] [KD 5.126 (5.647)] +2024-10-12 20:24:28,386 - Train: 40.81% [510550/1251000] [408.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001938] [CE 5.069 (4.770)] [KD 5.455 (5.644)] +2024-10-12 20:24:35,819 - Train: 40.82% [510600/1251000] [408.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.001938] [CE 4.313 (4.641)] [KD 5.449 (5.675)] +2024-10-12 20:24:43,274 - Train: 40.82% [510650/1251000] [408.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.001937] [CE 4.601 (4.692)] [KD 5.911 (5.614)] +2024-10-12 20:24:51,015 - Train: 40.82% [510700/1251000] [408.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001937] [CE 5.152 (4.725)] [KD 5.533 (5.610)] +2024-10-12 20:24:58,659 - Train: 40.83% [510750/1251000] [408.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001937] [CE 4.934 (4.747)] [KD 5.695 (5.664)] +2024-10-12 20:25:06,145 - Train: 40.83% [510800/1251000] [408.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001937] [CE 4.695 (4.707)] [KD 5.832 (5.674)] +2024-10-12 20:25:13,688 - Train: 40.84% [510850/1251000] [408.4/1000.0] [batch_t 0.153 (0.151)] [data_t 0.006] [optim_t 0.147] [lr 0.001937] [CE 5.528 (4.717)] [KD 5.626 (5.670)] +2024-10-12 20:25:21,596 - Train: 40.84% [510900/1251000] [408.4/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.001936] [CE 4.618 (4.712)] [KD 5.451 (5.677)] +2024-10-12 20:25:29,110 - Train: 40.84% [510950/1251000] [408.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001936] [CE 4.666 (4.674)] [KD 5.519 (5.626)] +2024-10-12 20:25:36,640 - Train: 40.85% [511000/1251000] [408.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001936] [CE 4.853 (4.671)] [KD 5.679 (5.674)] +2024-10-12 20:25:44,171 - Train: 40.85% [511050/1251000] [408.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001936] [CE 4.537 (4.772)] [KD 5.868 (5.676)] +2024-10-12 20:25:51,579 - Train: 40.86% [511100/1251000] [408.6/1000.0] [batch_t 0.156 (0.148)] [data_t 0.003] [optim_t 0.153] [lr 0.001936] [CE 4.903 (4.653)] [KD 5.871 (5.601)] +2024-10-12 20:25:59,137 - Train: 40.86% [511150/1251000] [408.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001936] [CE 4.979 (4.781)] [KD 5.561 (5.716)] +2024-10-12 20:26:06,735 - Train: 40.86% [511200/1251000] [408.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001935] [CE 4.956 (4.732)] [KD 5.677 (5.694)] +2024-10-12 20:26:14,274 - Train: 40.87% [511250/1251000] [408.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001935] [CE 4.843 (4.724)] [KD 5.968 (5.721)] +2024-10-12 20:26:22,006 - Train: 40.87% [511300/1251000] [408.7/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.001935] [CE 4.831 (4.759)] [KD 5.715 (5.633)] +2024-10-12 20:26:29,707 - Train: 40.88% [511350/1251000] [408.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.007] [optim_t 0.140] [lr 0.001935] [CE 4.665 (4.670)] [KD 5.836 (5.680)] +2024-10-12 20:26:37,242 - Train: 40.88% [511400/1251000] [408.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001935] [CE 4.672 (4.717)] [KD 5.541 (5.661)] +2024-10-12 20:26:44,743 - Train: 40.88% [511450/1251000] [408.8/1000.0] [batch_t 0.157 (0.150)] [data_t 0.005] [optim_t 0.152] [lr 0.001935] [CE 4.475 (4.682)] [KD 5.336 (5.583)] +2024-10-12 20:26:52,401 - Train: 40.89% [511500/1251000] [408.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001934] [CE 5.134 (4.699)] [KD 5.852 (5.688)] +2024-10-12 20:26:59,979 - Train: 40.89% [511550/1251000] [408.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001934] [CE 4.528 (4.734)] [KD 5.546 (5.661)] +2024-10-12 20:27:07,707 - Train: 40.90% [511600/1251000] [409.0/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.001934] [CE 4.583 (4.749)] [KD 5.621 (5.633)] +2024-10-12 20:27:15,284 - Train: 40.90% [511650/1251000] [409.0/1000.0] [batch_t 0.141 (0.151)] [data_t 0.004] [optim_t 0.137] [lr 0.001934] [CE 4.409 (4.773)] [KD 5.924 (5.713)] +2024-10-12 20:27:22,300 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 30414] [top5_cnt 41794] [top_all 50000] +2024-10-12 20:27:22,300 - net: 60.828 (83.588) +2024-10-12 20:27:28,396 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 35142] [top5_cnt 44814] [top_all 50000] +2024-10-12 20:27:28,396 - net_E: 70.284 (89.628) +2024-10-12 20:27:28,587 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.294 (epoch: 407)] +2024-10-12 20:27:28,587 - ==> Total time: 22:40:19 Eta: 1 day, 8:45:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 20:27:40,318 - Train: 40.90% [511700/1251000] [409.0/1000.0] [batch_t 0.153 (0.159)] [data_t 0.003] [optim_t 0.150] [lr 0.001934] [CE 4.690 (4.691)] [KD 5.481 (5.597)] +2024-10-12 20:27:48,248 - Train: 40.91% [511750/1251000] [409.1/1000.0] [batch_t 0.422 (0.158)] [data_t 0.005] [optim_t 0.417] [lr 0.001933] [CE 4.800 (4.691)] [KD 5.548 (5.698)] +2024-10-12 20:27:55,685 - Train: 40.91% [511800/1251000] [409.1/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.001933] [CE 4.947 (4.778)] [KD 5.620 (5.696)] +2024-10-12 20:28:03,139 - Train: 40.92% [511850/1251000] [409.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001933] [CE 4.542 (4.762)] [KD 5.313 (5.701)] +2024-10-12 20:28:10,851 - Train: 40.92% [511900/1251000] [409.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.006] [optim_t 0.140] [lr 0.001933] [CE 4.427 (4.678)] [KD 5.521 (5.594)] +2024-10-12 20:28:18,430 - Train: 40.92% [511950/1251000] [409.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001933] [CE 5.170 (4.780)] [KD 6.005 (5.664)] +2024-10-12 20:28:26,028 - Train: 40.93% [512000/1251000] [409.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001933] [CE 5.057 (4.726)] [KD 5.659 (5.745)] +2024-10-12 20:28:33,727 - Train: 40.93% [512050/1251000] [409.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001932] [CE 5.263 (4.717)] [KD 6.006 (5.640)] +2024-10-12 20:28:41,217 - Train: 40.94% [512100/1251000] [409.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001932] [CE 4.689 (4.729)] [KD 5.467 (5.667)] +2024-10-12 20:28:48,801 - Train: 40.94% [512150/1251000] [409.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001932] [CE 4.368 (4.666)] [KD 5.626 (5.647)] +2024-10-12 20:28:56,533 - Train: 40.94% [512200/1251000] [409.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.001932] [CE 4.226 (4.734)] [KD 5.658 (5.684)] +2024-10-12 20:29:04,021 - Train: 40.95% [512250/1251000] [409.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001932] [CE 4.543 (4.748)] [KD 5.630 (5.681)] +2024-10-12 20:29:11,494 - Train: 40.95% [512300/1251000] [409.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001931] [CE 5.082 (4.736)] [KD 5.851 (5.667)] +2024-10-12 20:29:19,255 - Train: 40.96% [512350/1251000] [409.6/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.140] [lr 0.001931] [CE 4.708 (4.751)] [KD 5.721 (5.701)] +2024-10-12 20:29:26,828 - Train: 40.96% [512400/1251000] [409.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001931] [CE 4.389 (4.648)] [KD 5.788 (5.651)] +2024-10-12 20:29:34,367 - Train: 40.96% [512450/1251000] [409.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.001931] [CE 4.810 (4.614)] [KD 5.895 (5.560)] +2024-10-12 20:29:42,008 - Train: 40.97% [512500/1251000] [409.7/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.001931] [CE 4.717 (4.709)] [KD 5.987 (5.697)] +2024-10-12 20:29:49,440 - Train: 40.97% [512550/1251000] [409.7/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.001931] [CE 4.350 (4.645)] [KD 5.568 (5.581)] +2024-10-12 20:29:56,981 - Train: 40.98% [512600/1251000] [409.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.001930] [CE 5.360 (4.739)] [KD 5.906 (5.701)] +2024-10-12 20:30:04,562 - Train: 40.98% [512650/1251000] [409.8/1000.0] [batch_t 0.159 (0.152)] [data_t 0.004] [optim_t 0.155] [lr 0.001930] [CE 4.803 (4.807)] [KD 5.745 (5.759)] +2024-10-12 20:30:12,013 - Train: 40.98% [512700/1251000] [409.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.001930] [CE 4.932 (4.831)] [KD 5.772 (5.849)] +2024-10-12 20:30:19,686 - Train: 40.99% [512750/1251000] [409.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001930] [CE 4.895 (4.716)] [KD 5.863 (5.740)] +2024-10-12 20:30:27,460 - Train: 40.99% [512800/1251000] [409.9/1000.0] [batch_t 0.144 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.001930] [CE 4.971 (4.758)] [KD 5.766 (5.638)] +2024-10-12 20:30:35,075 - Train: 41.00% [512850/1251000] [410.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001930] [CE 4.417 (4.753)] [KD 5.450 (5.718)] +2024-10-12 20:30:42,754 - Train: 41.00% [512900/1251000] [410.0/1000.0] [batch_t 0.141 (0.153)] [data_t 0.004] [optim_t 0.137] [lr 0.001929] [CE 4.636 (4.677)] [KD 5.553 (5.578)] +2024-10-12 20:30:50,075 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 31658] [top5_cnt 42626] [top_all 50000] +2024-10-12 20:30:50,076 - net: 63.316 (85.252) +2024-10-12 20:30:55,853 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.102)] [top1_cnt 35172] [top5_cnt 44798] [top_all 50000] +2024-10-12 20:30:55,854 - net_E: 70.344 (89.596) +2024-10-12 20:30:56,007 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.344 (epoch: 410)] +2024-10-12 20:30:56,008 - ==> Total time: 22:43:47 Eta: 1 day, 8:42:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 20:31:05,564 - Train: 41.00% [512950/1251000] [410.0/1000.0] [batch_t 0.145 (0.161)] [data_t 0.004] [optim_t 0.141] [lr 0.001929] [CE 4.433 (4.759)] [KD 5.537 (5.642)] +2024-10-12 20:31:12,969 - Train: 41.01% [513000/1251000] [410.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001929] [CE 4.609 (4.748)] [KD 5.667 (5.619)] +2024-10-12 20:31:20,412 - Train: 41.01% [513050/1251000] [410.1/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.001929] [CE 4.119 (4.700)] [KD 5.325 (5.672)] +2024-10-12 20:31:28,243 - Train: 41.02% [513100/1251000] [410.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.001929] [CE 4.694 (4.699)] [KD 5.559 (5.722)] +2024-10-12 20:31:35,839 - Train: 41.02% [513150/1251000] [410.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.001928] [CE 5.066 (4.798)] [KD 5.744 (5.721)] +2024-10-12 20:31:43,393 - Train: 41.02% [513200/1251000] [410.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001928] [CE 5.122 (4.723)] [KD 5.811 (5.602)] +2024-10-12 20:31:51,029 - Train: 41.03% [513250/1251000] [410.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.001928] [CE 4.310 (4.700)] [KD 5.596 (5.640)] +2024-10-12 20:31:58,801 - Train: 41.03% [513300/1251000] [410.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001928] [CE 4.864 (4.742)] [KD 5.699 (5.656)] +2024-10-12 20:32:06,464 - Train: 41.04% [513350/1251000] [410.4/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.001928] [CE 4.740 (4.726)] [KD 5.615 (5.610)] +2024-10-12 20:32:14,457 - Train: 41.04% [513400/1251000] [410.4/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.001928] [CE 4.841 (4.668)] [KD 5.543 (5.607)] +2024-10-12 20:32:21,889 - Train: 41.04% [513450/1251000] [410.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.001927] [CE 4.907 (4.675)] [KD 5.716 (5.599)] +2024-10-12 20:32:29,303 - Train: 41.05% [513500/1251000] [410.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.007] [optim_t 0.142] [lr 0.001927] [CE 4.466 (4.692)] [KD 5.493 (5.613)] +2024-10-12 20:32:37,131 - Train: 41.05% [513550/1251000] [410.5/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001927] [CE 4.811 (4.735)] [KD 6.244 (5.638)] +2024-10-12 20:32:44,651 - Train: 41.06% [513600/1251000] [410.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001927] [CE 4.751 (4.682)] [KD 5.505 (5.580)] +2024-10-12 20:32:52,171 - Train: 41.06% [513650/1251000] [410.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001927] [CE 4.359 (4.691)] [KD 5.344 (5.553)] +2024-10-12 20:32:59,819 - Train: 41.06% [513700/1251000] [410.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001926] [CE 4.522 (4.704)] [KD 5.440 (5.590)] +2024-10-12 20:33:07,555 - Train: 41.07% [513750/1251000] [410.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.007] [optim_t 0.145] [lr 0.001926] [CE 4.454 (4.743)] [KD 5.797 (5.684)] +2024-10-12 20:33:15,288 - Train: 41.07% [513800/1251000] [410.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.001926] [CE 4.757 (4.747)] [KD 5.839 (5.697)] +2024-10-12 20:33:22,898 - Train: 41.08% [513850/1251000] [410.8/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.001926] [CE 4.520 (4.691)] [KD 5.413 (5.641)] +2024-10-12 20:33:30,331 - Train: 41.08% [513900/1251000] [410.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001926] [CE 4.625 (4.735)] [KD 5.546 (5.619)] +2024-10-12 20:33:37,932 - Train: 41.08% [513950/1251000] [410.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.001926] [CE 5.040 (4.735)] [KD 5.874 (5.593)] +2024-10-12 20:33:45,600 - Train: 41.09% [514000/1251000] [410.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.006] [optim_t 0.145] [lr 0.001925] [CE 4.989 (4.721)] [KD 5.564 (5.646)] +2024-10-12 20:33:53,040 - Train: 41.09% [514050/1251000] [410.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001925] [CE 4.544 (4.689)] [KD 5.586 (5.625)] +2024-10-12 20:34:00,601 - Train: 41.10% [514100/1251000] [411.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001925] [CE 4.904 (4.742)] [KD 5.653 (5.735)] +2024-10-12 20:34:08,165 - Train: 41.10% [514150/1251000] [411.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001925] [CE 5.189 (4.711)] [KD 5.758 (5.681)] +2024-10-12 20:34:15,486 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 32209] [top5_cnt 43026] [top_all 50000] +2024-10-12 20:34:15,486 - net: 64.418 (86.052) +2024-10-12 20:34:21,246 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.102)] [top1_cnt 35173] [top5_cnt 44805] [top_all 50000] +2024-10-12 20:34:21,247 - net_E: 70.346 (89.610) +2024-10-12 20:34:21,418 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.346 (epoch: 411)] +2024-10-12 20:34:21,418 - ==> Total time: 22:47:12 Eta: 1 day, 8:39:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 20:34:31,195 - Train: 41.10% [514200/1251000] [411.0/1000.0] [batch_t 0.146 (0.162)] [data_t 0.004] [optim_t 0.142] [lr 0.001925] [CE 4.363 (4.677)] [KD 5.659 (5.639)] +2024-10-12 20:34:38,816 - Train: 41.11% [514250/1251000] [411.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001925] [CE 4.709 (4.706)] [KD 5.449 (5.755)] +2024-10-12 20:34:46,465 - Train: 41.11% [514300/1251000] [411.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001924] [CE 4.799 (4.722)] [KD 5.594 (5.720)] +2024-10-12 20:34:53,994 - Train: 41.12% [514350/1251000] [411.2/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001924] [CE 5.147 (4.764)] [KD 5.711 (5.658)] +2024-10-12 20:35:01,468 - Train: 41.12% [514400/1251000] [411.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001924] [CE 4.609 (4.717)] [KD 5.290 (5.640)] +2024-10-12 20:35:09,055 - Train: 41.12% [514450/1251000] [411.2/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001924] [CE 4.259 (4.738)] [KD 5.328 (5.666)] +2024-10-12 20:35:16,480 - Train: 41.13% [514500/1251000] [411.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.001924] [CE 4.801 (4.754)] [KD 5.626 (5.810)] +2024-10-12 20:35:24,049 - Train: 41.13% [514550/1251000] [411.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001923] [CE 4.706 (4.724)] [KD 5.612 (5.663)] +2024-10-12 20:35:31,771 - Train: 41.14% [514600/1251000] [411.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001923] [CE 4.397 (4.638)] [KD 5.609 (5.550)] +2024-10-12 20:35:39,515 - Train: 41.14% [514650/1251000] [411.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.001923] [CE 4.442 (4.642)] [KD 5.591 (5.659)] +2024-10-12 20:35:46,919 - Train: 41.14% [514700/1251000] [411.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001923] [CE 5.224 (4.678)] [KD 5.842 (5.570)] +2024-10-12 20:35:54,461 - Train: 41.15% [514750/1251000] [411.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001923] [CE 5.293 (4.673)] [KD 6.064 (5.638)] +2024-10-12 20:36:02,014 - Train: 41.15% [514800/1251000] [411.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001923] [CE 4.641 (4.670)] [KD 5.442 (5.678)] +2024-10-12 20:36:09,648 - Train: 41.16% [514850/1251000] [411.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001922] [CE 4.292 (4.752)] [KD 5.351 (5.685)] +2024-10-12 20:36:17,215 - Train: 41.16% [514900/1251000] [411.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001922] [CE 4.701 (4.779)] [KD 5.449 (5.639)] +2024-10-12 20:36:24,744 - Train: 41.16% [514950/1251000] [411.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001922] [CE 4.497 (4.703)] [KD 5.602 (5.639)] +2024-10-12 20:36:32,338 - Train: 41.17% [515000/1251000] [411.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001922] [CE 4.620 (4.714)] [KD 5.554 (5.668)] +2024-10-12 20:36:39,837 - Train: 41.17% [515050/1251000] [411.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001922] [CE 5.010 (4.677)] [KD 5.999 (5.655)] +2024-10-12 20:36:47,370 - Train: 41.18% [515100/1251000] [411.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.001921] [CE 4.090 (4.713)] [KD 5.686 (5.658)] +2024-10-12 20:36:55,041 - Train: 41.18% [515150/1251000] [411.8/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.001921] [CE 4.562 (4.733)] [KD 5.672 (5.743)] +2024-10-12 20:37:02,715 - Train: 41.18% [515200/1251000] [411.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.001921] [CE 4.697 (4.751)] [KD 5.721 (5.624)] +2024-10-12 20:37:10,135 - Train: 41.19% [515250/1251000] [411.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001921] [CE 5.002 (4.731)] [KD 5.768 (5.651)] +2024-10-12 20:37:17,671 - Train: 41.19% [515300/1251000] [411.9/1000.0] [batch_t 0.156 (0.151)] [data_t 0.003] [optim_t 0.153] [lr 0.001921] [CE 4.822 (4.786)] [KD 6.033 (5.722)] +2024-10-12 20:37:25,074 - Train: 41.20% [515350/1251000] [412.0/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001921] [CE 4.708 (4.758)] [KD 5.726 (5.695)] +2024-10-12 20:37:32,691 - Train: 41.20% [515400/1251000] [412.0/1000.0] [batch_t 0.141 (0.152)] [data_t 0.003] [optim_t 0.138] [lr 0.001920] [CE 4.991 (4.732)] [KD 5.994 (5.664)] +2024-10-12 20:37:40,125 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 31736] [top5_cnt 42716] [top_all 50000] +2024-10-12 20:37:40,125 - net: 63.472 (85.432) +2024-10-12 20:37:45,863 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.102)] [top1_cnt 35135] [top5_cnt 44824] [top_all 50000] +2024-10-12 20:37:45,863 - net_E: 70.270 (89.648) +2024-10-12 20:37:46,009 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.346 (epoch: 411)] +2024-10-12 20:37:46,009 - ==> Total time: 22:50:37 Eta: 1 day, 8:36:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 20:37:54,138 - Train: 41.20% [515450/1251000] [412.0/1000.0] [batch_t 0.145 (0.167)] [data_t 0.005] [optim_t 0.140] [lr 0.001920] [CE 4.736 (4.688)] [KD 5.887 (5.610)] +2024-10-12 20:38:01,744 - Train: 41.21% [515500/1251000] [412.1/1000.0] [batch_t 0.163 (0.152)] [data_t 0.003] [optim_t 0.160] [lr 0.001920] [CE 4.493 (4.734)] [KD 5.708 (5.652)] +2024-10-12 20:38:09,431 - Train: 41.21% [515550/1251000] [412.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001920] [CE 4.739 (4.677)] [KD 5.396 (5.603)] +2024-10-12 20:38:17,093 - Train: 41.22% [515600/1251000] [412.2/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.001920] [CE 4.618 (4.699)] [KD 5.912 (5.616)] +2024-10-12 20:38:24,468 - Train: 41.22% [515650/1251000] [412.2/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.001919] [CE 4.543 (4.730)] [KD 5.860 (5.720)] +2024-10-12 20:38:31,990 - Train: 41.22% [515700/1251000] [412.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001919] [CE 4.894 (4.656)] [KD 5.593 (5.654)] +2024-10-12 20:38:39,582 - Train: 41.23% [515750/1251000] [412.3/1000.0] [batch_t 0.156 (0.152)] [data_t 0.006] [optim_t 0.151] [lr 0.001919] [CE 4.953 (4.709)] [KD 5.690 (5.730)] +2024-10-12 20:38:47,116 - Train: 41.23% [515800/1251000] [412.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001919] [CE 4.871 (4.732)] [KD 5.807 (5.739)] +2024-10-12 20:38:54,635 - Train: 41.24% [515850/1251000] [412.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001919] [CE 4.711 (4.708)] [KD 5.321 (5.652)] +2024-10-12 20:39:02,165 - Train: 41.24% [515900/1251000] [412.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001919] [CE 4.999 (4.748)] [KD 5.607 (5.602)] +2024-10-12 20:39:09,762 - Train: 41.24% [515950/1251000] [412.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001918] [CE 4.583 (4.715)] [KD 5.433 (5.675)] +2024-10-12 20:39:17,345 - Train: 41.25% [516000/1251000] [412.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001918] [CE 4.592 (4.680)] [KD 5.615 (5.596)] +2024-10-12 20:39:25,069 - Train: 41.25% [516050/1251000] [412.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.001918] [CE 4.628 (4.703)] [KD 5.798 (5.669)] +2024-10-12 20:39:32,544 - Train: 41.25% [516100/1251000] [412.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.001918] [CE 5.160 (4.750)] [KD 6.062 (5.675)] +2024-10-12 20:39:40,081 - Train: 41.26% [516150/1251000] [412.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.001918] [CE 4.505 (4.762)] [KD 5.587 (5.674)] +2024-10-12 20:39:47,483 - Train: 41.26% [516200/1251000] [412.6/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.001918] [CE 4.729 (4.677)] [KD 5.441 (5.548)] +2024-10-12 20:39:54,942 - Train: 41.27% [516250/1251000] [412.7/1000.0] [batch_t 0.159 (0.149)] [data_t 0.005] [optim_t 0.154] [lr 0.001917] [CE 4.606 (4.650)] [KD 5.611 (5.583)] +2024-10-12 20:40:02,712 - Train: 41.27% [516300/1251000] [412.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.001917] [CE 4.944 (4.722)] [KD 5.881 (5.694)] +2024-10-12 20:40:10,215 - Train: 41.27% [516350/1251000] [412.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001917] [CE 5.195 (4.726)] [KD 5.182 (5.547)] +2024-10-12 20:40:17,741 - Train: 41.28% [516400/1251000] [412.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.001917] [CE 4.864 (4.695)] [KD 5.776 (5.713)] +2024-10-12 20:40:25,351 - Train: 41.28% [516450/1251000] [412.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.001917] [CE 4.883 (4.768)] [KD 5.887 (5.690)] +2024-10-12 20:40:32,983 - Train: 41.29% [516500/1251000] [412.9/1000.0] [batch_t 0.276 (0.153)] [data_t 0.003] [optim_t 0.273] [lr 0.001916] [CE 4.852 (4.746)] [KD 5.591 (5.689)] +2024-10-12 20:40:40,372 - Train: 41.29% [516550/1251000] [412.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.001916] [CE 4.658 (4.756)] [KD 5.700 (5.735)] +2024-10-12 20:40:47,976 - Train: 41.29% [516600/1251000] [412.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001916] [CE 4.684 (4.683)] [KD 5.599 (5.656)] +2024-10-12 20:40:55,353 - Train: 41.30% [516650/1251000] [413.0/1000.0] [batch_t 0.142 (0.147)] [data_t 0.005] [optim_t 0.137] [lr 0.001916] [CE 4.414 (4.693)] [KD 5.321 (5.614)] +2024-10-12 20:41:02,974 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 31644] [top5_cnt 42687] [top_all 50000] +2024-10-12 20:41:02,974 - net: 63.288 (85.374) +2024-10-12 20:41:08,998 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 35138] [top5_cnt 44813] [top_all 50000] +2024-10-12 20:41:08,999 - net_E: 70.276 (89.626) +2024-10-12 20:41:09,150 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.346 (epoch: 411)] +2024-10-12 20:41:09,151 - ==> Total time: 22:54:00 Eta: 1 day, 8:32:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 20:41:16,914 - Train: 41.30% [516700/1251000] [413.0/1000.0] [batch_t 0.146 (0.166)] [data_t 0.005] [optim_t 0.141] [lr 0.001916] [CE 4.659 (4.672)] [KD 5.629 (5.471)] +2024-10-12 20:41:24,290 - Train: 41.31% [516750/1251000] [413.1/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.001916] [CE 4.533 (4.673)] [KD 5.228 (5.516)] +2024-10-12 20:41:31,911 - Train: 41.31% [516800/1251000] [413.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.001915] [CE 4.554 (4.717)] [KD 5.402 (5.559)] +2024-10-12 20:41:39,467 - Train: 41.31% [516850/1251000] [413.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.001915] [CE 4.201 (4.696)] [KD 5.196 (5.546)] +2024-10-12 20:41:47,163 - Train: 41.32% [516900/1251000] [413.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.001915] [CE 4.780 (4.698)] [KD 5.886 (5.605)] +2024-10-12 20:41:54,719 - Train: 41.32% [516950/1251000] [413.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001915] [CE 4.344 (4.672)] [KD 5.532 (5.618)] +2024-10-12 20:42:02,204 - Train: 41.33% [517000/1251000] [413.3/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.001915] [CE 4.739 (4.733)] [KD 5.672 (5.698)] +2024-10-12 20:42:09,677 - Train: 41.33% [517050/1251000] [413.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001914] [CE 4.550 (4.660)] [KD 5.437 (5.641)] +2024-10-12 20:42:17,289 - Train: 41.33% [517100/1251000] [413.3/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.001914] [CE 4.888 (4.690)] [KD 5.528 (5.619)] +2024-10-12 20:42:25,098 - Train: 41.34% [517150/1251000] [413.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.001914] [CE 4.318 (4.682)] [KD 5.367 (5.589)] +2024-10-12 20:42:32,715 - Train: 41.34% [517200/1251000] [413.4/1000.0] [batch_t 0.162 (0.152)] [data_t 0.005] [optim_t 0.157] [lr 0.001914] [CE 4.531 (4.633)] [KD 5.502 (5.514)] +2024-10-12 20:42:40,167 - Train: 41.35% [517250/1251000] [413.5/1000.0] [batch_t 0.157 (0.149)] [data_t 0.003] [optim_t 0.154] [lr 0.001914] [CE 4.565 (4.789)] [KD 5.918 (5.662)] +2024-10-12 20:42:47,657 - Train: 41.35% [517300/1251000] [413.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.001914] [CE 5.211 (4.627)] [KD 5.929 (5.675)] +2024-10-12 20:42:55,193 - Train: 41.35% [517350/1251000] [413.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001913] [CE 4.843 (4.794)] [KD 5.840 (5.738)] +2024-10-12 20:43:02,748 - Train: 41.36% [517400/1251000] [413.6/1000.0] [batch_t 0.155 (0.151)] [data_t 0.006] [optim_t 0.149] [lr 0.001913] [CE 4.512 (4.688)] [KD 5.405 (5.692)] +2024-10-12 20:43:10,333 - Train: 41.36% [517450/1251000] [413.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001913] [CE 4.731 (4.711)] [KD 5.533 (5.671)] +2024-10-12 20:43:17,895 - Train: 41.37% [517500/1251000] [413.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001913] [CE 4.997 (4.705)] [KD 5.862 (5.588)] +2024-10-12 20:43:25,535 - Train: 41.37% [517550/1251000] [413.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001913] [CE 4.960 (4.750)] [KD 5.814 (5.719)] +2024-10-12 20:43:33,026 - Train: 41.37% [517600/1251000] [413.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.001912] [CE 4.928 (4.792)] [KD 5.489 (5.678)] +2024-10-12 20:43:40,402 - Train: 41.38% [517650/1251000] [413.8/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.001912] [CE 4.597 (4.754)] [KD 5.677 (5.644)] +2024-10-12 20:43:47,866 - Train: 41.38% [517700/1251000] [413.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.140] [lr 0.001912] [CE 4.704 (4.731)] [KD 5.667 (5.660)] +2024-10-12 20:43:55,417 - Train: 41.39% [517750/1251000] [413.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.007] [optim_t 0.142] [lr 0.001912] [CE 4.673 (4.716)] [KD 5.617 (5.641)] +2024-10-12 20:44:03,092 - Train: 41.39% [517800/1251000] [413.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.001912] [CE 4.470 (4.704)] [KD 5.694 (5.732)] +2024-10-12 20:44:10,683 - Train: 41.39% [517850/1251000] [413.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001912] [CE 4.192 (4.669)] [KD 5.332 (5.660)] +2024-10-12 20:44:18,088 - Train: 41.40% [517900/1251000] [414.0/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.139] [lr 0.001911] [CE 4.530 (4.712)] [KD 5.319 (5.677)] +2024-10-12 20:44:25,842 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 32155] [top5_cnt 43027] [top_all 50000] +2024-10-12 20:44:25,842 - net: 64.310 (86.054) +2024-10-12 20:44:31,851 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35176] [top5_cnt 44788] [top_all 50000] +2024-10-12 20:44:31,851 - net_E: 70.352 (89.576) +2024-10-12 20:44:32,024 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.352 (epoch: 414)] +2024-10-12 20:44:32,025 - ==> Total time: 22:57:23 Eta: 1 day, 8:29:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 20:44:41,034 - Train: 41.40% [517950/1251000] [414.0/1000.0] [batch_t 0.148 (0.167)] [data_t 0.005] [optim_t 0.143] [lr 0.001911] [CE 4.346 (4.746)] [KD 5.310 (5.608)] +2024-10-12 20:44:48,767 - Train: 41.41% [518000/1251000] [414.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.001911] [CE 4.694 (4.741)] [KD 5.960 (5.652)] +2024-10-12 20:44:56,330 - Train: 41.41% [518050/1251000] [414.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.001911] [CE 4.300 (4.698)] [KD 5.338 (5.578)] +2024-10-12 20:45:04,079 - Train: 41.41% [518100/1251000] [414.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001911] [CE 5.338 (4.671)] [KD 5.642 (5.532)] +2024-10-12 20:45:11,548 - Train: 41.42% [518150/1251000] [414.2/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.001911] [CE 4.695 (4.665)] [KD 5.474 (5.517)] +2024-10-12 20:45:18,962 - Train: 41.42% [518200/1251000] [414.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.001910] [CE 4.416 (4.669)] [KD 5.457 (5.548)] +2024-10-12 20:45:26,655 - Train: 41.43% [518250/1251000] [414.3/1000.0] [batch_t 0.143 (0.154)] [data_t 0.003] [optim_t 0.140] [lr 0.001910] [CE 4.520 (4.775)] [KD 5.592 (5.706)] +2024-10-12 20:45:34,170 - Train: 41.43% [518300/1251000] [414.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001910] [CE 4.543 (4.771)] [KD 5.774 (5.650)] +2024-10-12 20:45:41,693 - Train: 41.43% [518350/1251000] [414.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001910] [CE 5.046 (4.773)] [KD 5.889 (5.673)] +2024-10-12 20:45:49,470 - Train: 41.44% [518400/1251000] [414.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.007] [optim_t 0.143] [lr 0.001910] [CE 4.892 (4.704)] [KD 5.715 (5.615)] +2024-10-12 20:45:56,894 - Train: 41.44% [518450/1251000] [414.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001909] [CE 5.038 (4.678)] [KD 5.975 (5.657)] +2024-10-12 20:46:04,393 - Train: 41.45% [518500/1251000] [414.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001909] [CE 4.518 (4.724)] [KD 5.516 (5.624)] +2024-10-12 20:46:12,105 - Train: 41.45% [518550/1251000] [414.5/1000.0] [batch_t 0.144 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.001909] [CE 4.958 (4.727)] [KD 5.454 (5.590)] +2024-10-12 20:46:19,843 - Train: 41.45% [518600/1251000] [414.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001909] [CE 4.689 (4.708)] [KD 5.684 (5.681)] +2024-10-12 20:46:27,279 - Train: 41.46% [518650/1251000] [414.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001909] [CE 4.392 (4.660)] [KD 5.358 (5.562)] +2024-10-12 20:46:34,827 - Train: 41.46% [518700/1251000] [414.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001909] [CE 5.031 (4.796)] [KD 5.918 (5.690)] +2024-10-12 20:46:42,276 - Train: 41.47% [518750/1251000] [414.7/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.001908] [CE 4.807 (4.670)] [KD 5.767 (5.606)] +2024-10-12 20:46:50,078 - Train: 41.47% [518800/1251000] [414.7/1000.0] [batch_t 0.144 (0.156)] [data_t 0.003] [optim_t 0.141] [lr 0.001908] [CE 4.660 (4.725)] [KD 5.332 (5.626)] +2024-10-12 20:46:57,696 - Train: 41.47% [518850/1251000] [414.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001908] [CE 4.819 (4.725)] [KD 5.574 (5.621)] +2024-10-12 20:47:05,322 - Train: 41.48% [518900/1251000] [414.8/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.001908] [CE 5.020 (4.716)] [KD 5.807 (5.605)] +2024-10-12 20:47:12,932 - Train: 41.48% [518950/1251000] [414.8/1000.0] [batch_t 0.157 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.001908] [CE 5.338 (4.650)] [KD 5.968 (5.551)] +2024-10-12 20:47:20,445 - Train: 41.49% [519000/1251000] [414.9/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.001907] [CE 4.482 (4.688)] [KD 5.517 (5.627)] +2024-10-12 20:47:28,036 - Train: 41.49% [519050/1251000] [414.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001907] [CE 4.997 (4.732)] [KD 5.625 (5.650)] +2024-10-12 20:47:35,827 - Train: 41.49% [519100/1251000] [414.9/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.001907] [CE 5.048 (4.689)] [KD 5.891 (5.635)] +2024-10-12 20:47:43,200 - Train: 41.50% [519150/1251000] [415.0/1000.0] [batch_t 0.149 (0.147)] [data_t 0.010] [optim_t 0.139] [lr 0.001907] [CE 4.648 (4.741)] [KD 5.788 (5.729)] +2024-10-12 20:47:52,245 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.127)] [top1_cnt 32032] [top5_cnt 43054] [top_all 50000] +2024-10-12 20:47:52,245 - net: 64.064 (86.108) +2024-10-12 20:47:58,405 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 35152] [top5_cnt 44817] [top_all 50000] +2024-10-12 20:47:58,405 - net_E: 70.304 (89.634) +2024-10-12 20:47:58,560 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.352 (epoch: 414)] +2024-10-12 20:47:58,560 - ==> Total time: 23:00:49 Eta: 1 day, 8:26:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 20:48:06,330 - Train: 41.50% [519200/1251000] [415.0/1000.0] [batch_t 0.152 (0.170)] [data_t 0.005] [optim_t 0.147] [lr 0.001907] [CE 4.832 (4.652)] [KD 5.628 (5.568)] +2024-10-12 20:48:13,977 - Train: 41.51% [519250/1251000] [415.1/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.139] [lr 0.001907] [CE 4.812 (4.753)] [KD 5.786 (5.615)] +2024-10-12 20:48:21,391 - Train: 41.51% [519300/1251000] [415.1/1000.0] [batch_t 0.151 (0.148)] [data_t 0.002] [optim_t 0.149] [lr 0.001906] [CE 4.836 (4.658)] [KD 5.706 (5.595)] +2024-10-12 20:48:28,927 - Train: 41.51% [519350/1251000] [415.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001906] [CE 4.576 (4.785)] [KD 5.548 (5.701)] +2024-10-12 20:48:36,674 - Train: 41.52% [519400/1251000] [415.2/1000.0] [batch_t 0.166 (0.155)] [data_t 0.005] [optim_t 0.161] [lr 0.001906] [CE 4.825 (4.709)] [KD 5.971 (5.611)] +2024-10-12 20:48:44,357 - Train: 41.52% [519450/1251000] [415.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.001906] [CE 4.439 (4.684)] [KD 5.475 (5.640)] +2024-10-12 20:48:52,173 - Train: 41.53% [519500/1251000] [415.3/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.001906] [CE 4.909 (4.776)] [KD 5.848 (5.687)] +2024-10-12 20:48:59,891 - Train: 41.53% [519550/1251000] [415.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001905] [CE 5.067 (4.774)] [KD 5.537 (5.682)] +2024-10-12 20:49:07,530 - Train: 41.53% [519600/1251000] [415.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.007] [optim_t 0.143] [lr 0.001905] [CE 4.195 (4.736)] [KD 5.345 (5.710)] +2024-10-12 20:49:15,182 - Train: 41.54% [519650/1251000] [415.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.001905] [CE 4.623 (4.728)] [KD 5.751 (5.643)] +2024-10-12 20:49:22,581 - Train: 41.54% [519700/1251000] [415.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001905] [CE 4.057 (4.703)] [KD 5.297 (5.627)] +2024-10-12 20:49:29,974 - Train: 41.55% [519750/1251000] [415.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.140] [lr 0.001905] [CE 4.360 (4.734)] [KD 5.496 (5.701)] +2024-10-12 20:49:37,604 - Train: 41.55% [519800/1251000] [415.5/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001905] [CE 4.527 (4.689)] [KD 5.708 (5.694)] +2024-10-12 20:49:45,107 - Train: 41.55% [519850/1251000] [415.5/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.001904] [CE 4.919 (4.722)] [KD 5.839 (5.635)] +2024-10-12 20:49:52,677 - Train: 41.56% [519900/1251000] [415.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.001904] [CE 4.802 (4.677)] [KD 5.460 (5.501)] +2024-10-12 20:50:00,205 - Train: 41.56% [519950/1251000] [415.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001904] [CE 4.680 (4.691)] [KD 5.359 (5.525)] +2024-10-12 20:50:07,864 - Train: 41.57% [520000/1251000] [415.7/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001904] [CE 4.914 (4.713)] [KD 5.996 (5.623)] +2024-10-12 20:50:15,447 - Train: 41.57% [520050/1251000] [415.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001904] [CE 4.917 (4.630)] [KD 5.597 (5.634)] +2024-10-12 20:50:23,088 - Train: 41.57% [520100/1251000] [415.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001903] [CE 4.797 (4.764)] [KD 5.723 (5.645)] +2024-10-12 20:50:30,565 - Train: 41.58% [520150/1251000] [415.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.001903] [CE 4.721 (4.688)] [KD 5.705 (5.663)] +2024-10-12 20:50:38,150 - Train: 41.58% [520200/1251000] [415.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001903] [CE 4.917 (4.733)] [KD 5.619 (5.677)] +2024-10-12 20:50:45,891 - Train: 41.59% [520250/1251000] [415.9/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.001903] [CE 5.317 (4.768)] [KD 5.835 (5.658)] +2024-10-12 20:50:53,632 - Train: 41.59% [520300/1251000] [415.9/1000.0] [batch_t 0.159 (0.155)] [data_t 0.005] [optim_t 0.155] [lr 0.001903] [CE 4.570 (4.767)] [KD 5.736 (5.670)] +2024-10-12 20:51:01,329 - Train: 41.59% [520350/1251000] [415.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001903] [CE 5.237 (4.761)] [KD 5.685 (5.649)] +2024-10-12 20:51:08,937 - Train: 41.60% [520400/1251000] [416.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001902] [CE 4.687 (4.679)] [KD 5.733 (5.659)] +2024-10-12 20:51:16,897 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 30627] [top5_cnt 41994] [top_all 50000] +2024-10-12 20:51:16,897 - net: 61.254 (83.988) +2024-10-12 20:51:22,798 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 35143] [top5_cnt 44801] [top_all 50000] +2024-10-12 20:51:22,799 - net_E: 70.286 (89.602) +2024-10-12 20:51:22,941 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.352 (epoch: 414)] +2024-10-12 20:51:22,942 - ==> Total time: 23:04:13 Eta: 1 day, 8:23:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 20:51:30,362 - Train: 41.60% [520450/1251000] [416.0/1000.0] [batch_t 0.146 (0.167)] [data_t 0.004] [optim_t 0.142] [lr 0.001902] [CE 5.128 (4.711)] [KD 5.725 (5.526)] +2024-10-12 20:51:37,979 - Train: 41.61% [520500/1251000] [416.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.007] [optim_t 0.143] [lr 0.001902] [CE 4.689 (4.738)] [KD 5.696 (5.632)] +2024-10-12 20:51:45,669 - Train: 41.61% [520550/1251000] [416.1/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.001902] [CE 3.909 (4.707)] [KD 5.276 (5.633)] +2024-10-12 20:51:53,270 - Train: 41.61% [520600/1251000] [416.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001902] [CE 4.653 (4.666)] [KD 5.470 (5.612)] +2024-10-12 20:52:00,684 - Train: 41.62% [520650/1251000] [416.2/1000.0] [batch_t 0.151 (0.148)] [data_t 0.003] [optim_t 0.148] [lr 0.001902] [CE 4.498 (4.730)] [KD 5.566 (5.623)] +2024-10-12 20:52:08,248 - Train: 41.62% [520700/1251000] [416.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001901] [CE 5.193 (4.732)] [KD 5.646 (5.673)] +2024-10-12 20:52:15,926 - Train: 41.63% [520750/1251000] [416.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001901] [CE 5.046 (4.760)] [KD 5.725 (5.646)] +2024-10-12 20:52:23,432 - Train: 41.63% [520800/1251000] [416.3/1000.0] [batch_t 0.276 (0.150)] [data_t 0.006] [optim_t 0.270] [lr 0.001901] [CE 4.739 (4.702)] [KD 5.662 (5.534)] +2024-10-12 20:52:31,185 - Train: 41.63% [520850/1251000] [416.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001901] [CE 4.725 (4.740)] [KD 5.744 (5.679)] +2024-10-12 20:52:38,853 - Train: 41.64% [520900/1251000] [416.4/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.001901] [CE 4.997 (4.700)] [KD 5.787 (5.757)] +2024-10-12 20:52:46,488 - Train: 41.64% [520950/1251000] [416.4/1000.0] [batch_t 0.158 (0.153)] [data_t 0.004] [optim_t 0.154] [lr 0.001900] [CE 4.393 (4.710)] [KD 5.549 (5.687)] +2024-10-12 20:52:53,893 - Train: 41.65% [521000/1251000] [416.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001900] [CE 4.693 (4.659)] [KD 5.619 (5.612)] +2024-10-12 20:53:01,286 - Train: 41.65% [521050/1251000] [416.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.001900] [CE 3.909 (4.712)] [KD 5.402 (5.546)] +2024-10-12 20:53:08,962 - Train: 41.65% [521100/1251000] [416.5/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.001900] [CE 4.574 (4.712)] [KD 5.710 (5.599)] +2024-10-12 20:53:16,744 - Train: 41.66% [521150/1251000] [416.6/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.001900] [CE 4.346 (4.728)] [KD 5.682 (5.747)] +2024-10-12 20:53:24,279 - Train: 41.66% [521200/1251000] [416.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001900] [CE 4.483 (4.700)] [KD 5.472 (5.614)] +2024-10-12 20:53:31,797 - Train: 41.67% [521250/1251000] [416.7/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.001899] [CE 4.758 (4.686)] [KD 5.557 (5.616)] +2024-10-12 20:53:39,430 - Train: 41.67% [521300/1251000] [416.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001899] [CE 4.801 (4.699)] [KD 5.856 (5.652)] +2024-10-12 20:53:46,937 - Train: 41.67% [521350/1251000] [416.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.001899] [CE 4.569 (4.711)] [KD 5.689 (5.607)] +2024-10-12 20:53:54,657 - Train: 41.68% [521400/1251000] [416.8/1000.0] [batch_t 0.144 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.001899] [CE 4.719 (4.780)] [KD 5.383 (5.639)] +2024-10-12 20:54:02,171 - Train: 41.68% [521450/1251000] [416.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.001899] [CE 4.473 (4.652)] [KD 5.379 (5.588)] +2024-10-12 20:54:09,737 - Train: 41.69% [521500/1251000] [416.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001898] [CE 4.681 (4.765)] [KD 5.578 (5.752)] +2024-10-12 20:54:17,357 - Train: 41.69% [521550/1251000] [416.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001898] [CE 4.742 (4.665)] [KD 5.653 (5.614)] +2024-10-12 20:54:24,976 - Train: 41.69% [521600/1251000] [416.9/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001898] [CE 4.655 (4.679)] [KD 5.761 (5.539)] +2024-10-12 20:54:32,595 - Train: 41.70% [521650/1251000] [417.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001898] [CE 4.417 (4.700)] [KD 5.443 (5.597)] +2024-10-12 20:54:40,841 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 28565] [top5_cnt 40218] [top_all 50000] +2024-10-12 20:54:40,842 - net: 57.130 (80.436) +2024-10-12 20:54:46,652 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 35125] [top5_cnt 44805] [top_all 50000] +2024-10-12 20:54:46,652 - net_E: 70.250 (89.610) +2024-10-12 20:54:46,813 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.352 (epoch: 414)] +2024-10-12 20:54:46,814 - ==> Total time: 23:07:37 Eta: 1 day, 8:20:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 20:54:54,054 - Train: 41.70% [521700/1251000] [417.0/1000.0] [batch_t 0.145 (0.169)] [data_t 0.004] [optim_t 0.141] [lr 0.001898] [CE 5.129 (4.780)] [KD 5.801 (5.608)] +2024-10-12 20:55:01,444 - Train: 41.71% [521750/1251000] [417.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001898] [CE 4.163 (4.653)] [KD 5.351 (5.578)] +2024-10-12 20:55:09,131 - Train: 41.71% [521800/1251000] [417.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001897] [CE 4.871 (4.699)] [KD 5.745 (5.686)] +2024-10-12 20:55:16,574 - Train: 41.71% [521850/1251000] [417.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.001897] [CE 4.266 (4.685)] [KD 5.828 (5.611)] +2024-10-12 20:55:24,031 - Train: 41.72% [521900/1251000] [417.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001897] [CE 5.313 (4.749)] [KD 5.926 (5.639)] +2024-10-12 20:55:31,725 - Train: 41.72% [521950/1251000] [417.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001897] [CE 4.794 (4.704)] [KD 5.574 (5.676)] +2024-10-12 20:55:39,302 - Train: 41.73% [522000/1251000] [417.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001897] [CE 4.707 (4.688)] [KD 5.719 (5.580)] +2024-10-12 20:55:46,934 - Train: 41.73% [522050/1251000] [417.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.001896] [CE 4.552 (4.684)] [KD 5.579 (5.597)] +2024-10-12 20:55:54,481 - Train: 41.73% [522100/1251000] [417.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.001896] [CE 5.077 (4.730)] [KD 5.523 (5.614)] +2024-10-12 20:56:02,146 - Train: 41.74% [522150/1251000] [417.4/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.001896] [CE 4.722 (4.672)] [KD 5.821 (5.525)] +2024-10-12 20:56:09,599 - Train: 41.74% [522200/1251000] [417.4/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.001896] [CE 4.728 (4.656)] [KD 5.795 (5.518)] +2024-10-12 20:56:17,034 - Train: 41.75% [522250/1251000] [417.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001896] [CE 4.713 (4.689)] [KD 5.714 (5.590)] +2024-10-12 20:56:24,549 - Train: 41.75% [522300/1251000] [417.5/1000.0] [batch_t 0.263 (0.150)] [data_t 0.004] [optim_t 0.259] [lr 0.001896] [CE 4.576 (4.753)] [KD 5.416 (5.656)] +2024-10-12 20:56:32,066 - Train: 41.75% [522350/1251000] [417.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001895] [CE 4.688 (4.817)] [KD 5.452 (5.697)] +2024-10-12 20:56:39,608 - Train: 41.76% [522400/1251000] [417.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.001895] [CE 4.288 (4.763)] [KD 5.430 (5.655)] +2024-10-12 20:56:47,164 - Train: 41.76% [522450/1251000] [417.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.009] [optim_t 0.139] [lr 0.001895] [CE 4.590 (4.713)] [KD 5.400 (5.622)] +2024-10-12 20:56:54,696 - Train: 41.77% [522500/1251000] [417.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.001895] [CE 4.812 (4.726)] [KD 5.678 (5.666)] +2024-10-12 20:57:02,441 - Train: 41.77% [522550/1251000] [417.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.001895] [CE 4.843 (4.740)] [KD 5.567 (5.653)] +2024-10-12 20:57:09,876 - Train: 41.77% [522600/1251000] [417.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001894] [CE 4.875 (4.721)] [KD 5.677 (5.592)] +2024-10-12 20:57:17,425 - Train: 41.78% [522650/1251000] [417.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.001894] [CE 4.947 (4.763)] [KD 5.750 (5.709)] +2024-10-12 20:57:24,827 - Train: 41.78% [522700/1251000] [417.8/1000.0] [batch_t 0.145 (0.148)] [data_t 0.006] [optim_t 0.139] [lr 0.001894] [CE 5.231 (4.778)] [KD 5.883 (5.670)] +2024-10-12 20:57:32,316 - Train: 41.79% [522750/1251000] [417.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001894] [CE 4.578 (4.708)] [KD 5.773 (5.623)] +2024-10-12 20:57:39,814 - Train: 41.79% [522800/1251000] [417.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001894] [CE 4.443 (4.738)] [KD 5.472 (5.630)] +2024-10-12 20:57:47,343 - Train: 41.79% [522850/1251000] [417.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001894] [CE 4.828 (4.680)] [KD 5.487 (5.609)] +2024-10-12 20:57:54,969 - Train: 41.80% [522900/1251000] [418.0/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001893] [CE 4.620 (4.750)] [KD 5.544 (5.654)] +2024-10-12 20:58:03,176 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 31240] [top5_cnt 42257] [top_all 50000] +2024-10-12 20:58:03,177 - net: 62.480 (84.514) +2024-10-12 20:58:09,055 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 35122] [top5_cnt 44824] [top_all 50000] +2024-10-12 20:58:09,056 - net_E: 70.244 (89.648) +2024-10-12 20:58:09,198 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.352 (epoch: 414)] +2024-10-12 20:58:09,198 - ==> Total time: 23:11:00 Eta: 1 day, 8:16:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 20:58:16,466 - Train: 41.80% [522950/1251000] [418.0/1000.0] [batch_t 0.154 (0.171)] [data_t 0.004] [optim_t 0.149] [lr 0.001893] [CE 4.954 (4.740)] [KD 5.534 (5.651)] +2024-10-12 20:58:23,936 - Train: 41.81% [523000/1251000] [418.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001893] [CE 4.679 (4.737)] [KD 5.890 (5.638)] +2024-10-12 20:58:31,363 - Train: 41.81% [523050/1251000] [418.1/1000.0] [batch_t 0.154 (0.148)] [data_t 0.006] [optim_t 0.147] [lr 0.001893] [CE 4.710 (4.610)] [KD 5.607 (5.504)] +2024-10-12 20:58:38,959 - Train: 41.81% [523100/1251000] [418.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001893] [CE 4.613 (4.710)] [KD 5.450 (5.571)] +2024-10-12 20:58:46,629 - Train: 41.82% [523150/1251000] [418.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.001893] [CE 4.981 (4.757)] [KD 5.639 (5.688)] +2024-10-12 20:58:54,246 - Train: 41.82% [523200/1251000] [418.2/1000.0] [batch_t 0.292 (0.152)] [data_t 0.003] [optim_t 0.289] [lr 0.001892] [CE 4.919 (4.779)] [KD 5.748 (5.617)] +2024-10-12 20:59:01,745 - Train: 41.83% [523250/1251000] [418.3/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.001892] [CE 4.800 (4.687)] [KD 5.707 (5.610)] +2024-10-12 20:59:09,468 - Train: 41.83% [523300/1251000] [418.3/1000.0] [batch_t 0.286 (0.154)] [data_t 0.003] [optim_t 0.282] [lr 0.001892] [CE 4.753 (4.693)] [KD 5.628 (5.607)] +2024-10-12 20:59:16,869 - Train: 41.83% [523350/1251000] [418.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.001892] [CE 4.122 (4.711)] [KD 5.465 (5.635)] +2024-10-12 20:59:24,569 - Train: 41.84% [523400/1251000] [418.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001892] [CE 5.362 (4.740)] [KD 6.015 (5.619)] +2024-10-12 20:59:32,201 - Train: 41.84% [523450/1251000] [418.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001891] [CE 5.157 (4.739)] [KD 5.911 (5.642)] +2024-10-12 20:59:39,611 - Train: 41.85% [523500/1251000] [418.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001891] [CE 4.778 (4.658)] [KD 5.680 (5.586)] +2024-10-12 20:59:47,182 - Train: 41.85% [523550/1251000] [418.5/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001891] [CE 4.292 (4.730)] [KD 5.502 (5.617)] +2024-10-12 20:59:54,649 - Train: 41.85% [523600/1251000] [418.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001891] [CE 4.522 (4.751)] [KD 5.536 (5.716)] +2024-10-12 21:00:02,340 - Train: 41.86% [523650/1251000] [418.6/1000.0] [batch_t 0.158 (0.154)] [data_t 0.005] [optim_t 0.153] [lr 0.001891] [CE 4.855 (4.667)] [KD 5.779 (5.606)] +2024-10-12 21:00:09,835 - Train: 41.86% [523700/1251000] [418.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.001891] [CE 4.807 (4.684)] [KD 5.761 (5.651)] +2024-10-12 21:00:17,748 - Train: 41.87% [523750/1251000] [418.7/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.001890] [CE 5.023 (4.770)] [KD 5.887 (5.643)] +2024-10-12 21:00:25,430 - Train: 41.87% [523800/1251000] [418.7/1000.0] [batch_t 0.258 (0.154)] [data_t 0.005] [optim_t 0.253] [lr 0.001890] [CE 4.714 (4.753)] [KD 5.790 (5.701)] +2024-10-12 21:00:32,915 - Train: 41.87% [523850/1251000] [418.7/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.001890] [CE 5.084 (4.662)] [KD 5.534 (5.582)] +2024-10-12 21:00:40,421 - Train: 41.88% [523900/1251000] [418.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001890] [CE 4.937 (4.729)] [KD 6.005 (5.554)] +2024-10-12 21:00:47,987 - Train: 41.88% [523950/1251000] [418.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.001890] [CE 4.857 (4.654)] [KD 5.659 (5.646)] +2024-10-12 21:00:55,531 - Train: 41.89% [524000/1251000] [418.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001889] [CE 4.866 (4.729)] [KD 5.459 (5.590)] +2024-10-12 21:01:03,280 - Train: 41.89% [524050/1251000] [418.9/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.001889] [CE 4.971 (4.795)] [KD 5.495 (5.627)] +2024-10-12 21:01:11,013 - Train: 41.89% [524100/1251000] [418.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001889] [CE 4.767 (4.687)] [KD 5.293 (5.640)] +2024-10-12 21:01:18,644 - Train: 41.90% [524150/1251000] [419.0/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001889] [CE 4.772 (4.670)] [KD 5.598 (5.596)] +2024-10-12 21:01:27,178 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 31469] [top5_cnt 42631] [top_all 50000] +2024-10-12 21:01:27,179 - net: 62.938 (85.262) +2024-10-12 21:01:32,914 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.102)] [top1_cnt 35126] [top5_cnt 44829] [top_all 50000] +2024-10-12 21:01:32,914 - net_E: 70.252 (89.658) +2024-10-12 21:01:33,083 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.352 (epoch: 414)] +2024-10-12 21:01:33,083 - ==> Total time: 23:14:24 Eta: 1 day, 8:13:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 21:01:39,896 - Train: 41.90% [524200/1251000] [419.0/1000.0] [batch_t 0.150 (0.164)] [data_t 0.006] [optim_t 0.144] [lr 0.001889] [CE 4.763 (4.716)] [KD 5.679 (5.668)] +2024-10-12 21:01:47,621 - Train: 41.91% [524250/1251000] [419.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.001889] [CE 4.864 (4.787)] [KD 5.605 (5.678)] +2024-10-12 21:01:55,190 - Train: 41.91% [524300/1251000] [419.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.007] [optim_t 0.141] [lr 0.001888] [CE 4.530 (4.715)] [KD 5.410 (5.558)] +2024-10-12 21:02:02,738 - Train: 41.91% [524350/1251000] [419.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001888] [CE 4.818 (4.686)] [KD 5.627 (5.530)] +2024-10-12 21:02:10,213 - Train: 41.92% [524400/1251000] [419.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001888] [CE 4.332 (4.741)] [KD 5.079 (5.637)] +2024-10-12 21:02:17,776 - Train: 41.92% [524450/1251000] [419.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001888] [CE 4.788 (4.637)] [KD 5.640 (5.552)] +2024-10-12 21:02:25,536 - Train: 41.93% [524500/1251000] [419.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001888] [CE 4.909 (4.740)] [KD 5.748 (5.574)] +2024-10-12 21:02:32,952 - Train: 41.93% [524550/1251000] [419.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.001887] [CE 4.153 (4.801)] [KD 5.059 (5.575)] +2024-10-12 21:02:40,697 - Train: 41.93% [524600/1251000] [419.3/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.001887] [CE 4.762 (4.736)] [KD 5.536 (5.580)] +2024-10-12 21:02:48,372 - Train: 41.94% [524650/1251000] [419.4/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001887] [CE 4.720 (4.639)] [KD 5.689 (5.569)] +2024-10-12 21:02:55,874 - Train: 41.94% [524700/1251000] [419.4/1000.0] [batch_t 0.160 (0.150)] [data_t 0.004] [optim_t 0.156] [lr 0.001887] [CE 5.072 (4.673)] [KD 6.138 (5.518)] +2024-10-12 21:03:03,554 - Train: 41.95% [524750/1251000] [419.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.001887] [CE 4.307 (4.741)] [KD 5.237 (5.552)] +2024-10-12 21:03:10,978 - Train: 41.95% [524800/1251000] [419.5/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.001887] [CE 4.348 (4.701)] [KD 5.477 (5.588)] +2024-10-12 21:03:18,618 - Train: 41.95% [524850/1251000] [419.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001886] [CE 4.793 (4.697)] [KD 5.729 (5.669)] +2024-10-12 21:03:26,474 - Train: 41.96% [524900/1251000] [419.6/1000.0] [batch_t 0.145 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.001886] [CE 4.294 (4.689)] [KD 5.413 (5.655)] +2024-10-12 21:03:33,925 - Train: 41.96% [524950/1251000] [419.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001886] [CE 4.805 (4.718)] [KD 5.639 (5.626)] +2024-10-12 21:03:41,458 - Train: 41.97% [525000/1251000] [419.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.007] [optim_t 0.143] [lr 0.001886] [CE 4.656 (4.746)] [KD 5.787 (5.689)] +2024-10-12 21:03:48,867 - Train: 41.97% [525050/1251000] [419.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001886] [CE 4.793 (4.698)] [KD 5.686 (5.684)] +2024-10-12 21:03:56,579 - Train: 41.97% [525100/1251000] [419.7/1000.0] [batch_t 0.144 (0.154)] [data_t 0.006] [optim_t 0.139] [lr 0.001885] [CE 4.748 (4.761)] [KD 5.702 (5.737)] +2024-10-12 21:04:04,172 - Train: 41.98% [525150/1251000] [419.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001885] [CE 4.868 (4.721)] [KD 5.662 (5.659)] +2024-10-12 21:04:11,879 - Train: 41.98% [525200/1251000] [419.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001885] [CE 4.890 (4.705)] [KD 5.823 (5.634)] +2024-10-12 21:04:19,323 - Train: 41.99% [525250/1251000] [419.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001885] [CE 4.506 (4.747)] [KD 5.265 (5.584)] +2024-10-12 21:04:26,759 - Train: 41.99% [525300/1251000] [419.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001885] [CE 4.891 (4.783)] [KD 5.673 (5.618)] +2024-10-12 21:04:34,411 - Train: 41.99% [525350/1251000] [419.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001885] [CE 4.453 (4.733)] [KD 5.372 (5.720)] +2024-10-12 21:04:41,975 - Train: 42.00% [525400/1251000] [420.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001884] [CE 4.667 (4.745)] [KD 5.494 (5.647)] +2024-10-12 21:04:50,652 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 31668] [top5_cnt 42816] [top_all 50000] +2024-10-12 21:04:50,653 - net: 63.336 (85.632) +2024-10-12 21:04:56,478 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 35118] [top5_cnt 44828] [top_all 50000] +2024-10-12 21:04:56,478 - net_E: 70.236 (89.656) +2024-10-12 21:04:56,654 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.352 (epoch: 414)] +2024-10-12 21:04:56,655 - ==> Total time: 23:17:47 Eta: 1 day, 8:10:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 21:05:03,846 - Train: 42.00% [525450/1251000] [420.0/1000.0] [batch_t 0.147 (0.163)] [data_t 0.005] [optim_t 0.143] [lr 0.001884] [CE 4.560 (4.667)] [KD 5.510 (5.578)] +2024-10-12 21:05:11,415 - Train: 42.01% [525500/1251000] [420.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001884] [CE 4.983 (4.685)] [KD 5.548 (5.565)] +2024-10-12 21:05:19,025 - Train: 42.01% [525550/1251000] [420.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001884] [CE 4.982 (4.675)] [KD 5.701 (5.497)] +2024-10-12 21:05:26,646 - Train: 42.01% [525600/1251000] [420.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001884] [CE 4.847 (4.683)] [KD 5.965 (5.584)] +2024-10-12 21:05:34,279 - Train: 42.02% [525650/1251000] [420.2/1000.0] [batch_t 0.156 (0.153)] [data_t 0.006] [optim_t 0.150] [lr 0.001883] [CE 4.635 (4.691)] [KD 5.614 (5.604)] +2024-10-12 21:05:41,793 - Train: 42.02% [525700/1251000] [420.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.001883] [CE 3.974 (4.665)] [KD 5.250 (5.627)] +2024-10-12 21:05:49,369 - Train: 42.03% [525750/1251000] [420.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001883] [CE 4.577 (4.701)] [KD 5.333 (5.563)] +2024-10-12 21:05:56,970 - Train: 42.03% [525800/1251000] [420.3/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.001883] [CE 4.500 (4.743)] [KD 5.508 (5.602)] +2024-10-12 21:06:04,736 - Train: 42.03% [525850/1251000] [420.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.001883] [CE 4.561 (4.629)] [KD 5.635 (5.470)] +2024-10-12 21:06:12,161 - Train: 42.04% [525900/1251000] [420.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001883] [CE 4.342 (4.654)] [KD 5.465 (5.617)] +2024-10-12 21:06:19,945 - Train: 42.04% [525950/1251000] [420.4/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.001882] [CE 4.293 (4.707)] [KD 5.449 (5.570)] +2024-10-12 21:06:27,335 - Train: 42.05% [526000/1251000] [420.5/1000.0] [batch_t 0.152 (0.148)] [data_t 0.006] [optim_t 0.147] [lr 0.001882] [CE 4.945 (4.785)] [KD 5.621 (5.666)] +2024-10-12 21:06:34,850 - Train: 42.05% [526050/1251000] [420.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001882] [CE 4.131 (4.782)] [KD 5.298 (5.685)] +2024-10-12 21:06:42,299 - Train: 42.05% [526100/1251000] [420.5/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.001882] [CE 4.564 (4.787)] [KD 5.361 (5.726)] +2024-10-12 21:06:49,832 - Train: 42.06% [526150/1251000] [420.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001882] [CE 5.167 (4.714)] [KD 6.029 (5.655)] +2024-10-12 21:06:57,493 - Train: 42.06% [526200/1251000] [420.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001881] [CE 4.943 (4.649)] [KD 5.449 (5.559)] +2024-10-12 21:07:05,097 - Train: 42.07% [526250/1251000] [420.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001881] [CE 4.501 (4.707)] [KD 5.437 (5.632)] +2024-10-12 21:07:12,670 - Train: 42.07% [526300/1251000] [420.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001881] [CE 4.845 (4.789)] [KD 5.639 (5.688)] +2024-10-12 21:07:20,226 - Train: 42.07% [526350/1251000] [420.7/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.001881] [CE 5.072 (4.732)] [KD 5.590 (5.675)] +2024-10-12 21:07:27,880 - Train: 42.08% [526400/1251000] [420.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.006] [optim_t 0.147] [lr 0.001881] [CE 4.351 (4.687)] [KD 5.424 (5.616)] +2024-10-12 21:07:35,461 - Train: 42.08% [526450/1251000] [420.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.001881] [CE 4.234 (4.679)] [KD 5.311 (5.636)] +2024-10-12 21:07:42,902 - Train: 42.09% [526500/1251000] [420.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001880] [CE 4.601 (4.706)] [KD 5.622 (5.662)] +2024-10-12 21:07:50,350 - Train: 42.09% [526550/1251000] [420.9/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.001880] [CE 4.685 (4.765)] [KD 5.449 (5.682)] +2024-10-12 21:07:58,042 - Train: 42.09% [526600/1251000] [420.9/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.001880] [CE 4.631 (4.677)] [KD 5.365 (5.620)] +2024-10-12 21:08:05,505 - Train: 42.10% [526650/1251000] [421.0/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.001880] [CE 4.668 (4.755)] [KD 5.345 (5.609)] +2024-10-12 21:08:14,422 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 31528] [top5_cnt 42668] [top_all 50000] +2024-10-12 21:08:14,423 - net: 63.056 (85.336) +2024-10-12 21:08:20,169 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 35143] [top5_cnt 44827] [top_all 50000] +2024-10-12 21:08:20,170 - net_E: 70.286 (89.654) +2024-10-12 21:08:20,285 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.352 (epoch: 414)] +2024-10-12 21:08:20,285 - ==> Total time: 23:21:11 Eta: 1 day, 8:07:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 21:08:27,042 - Train: 42.10% [526700/1251000] [421.0/1000.0] [batch_t 0.149 (0.171)] [data_t 0.004] [optim_t 0.145] [lr 0.001880] [CE 4.692 (4.629)] [KD 5.683 (5.527)] +2024-10-12 21:08:34,605 - Train: 42.11% [526750/1251000] [421.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001880] [CE 4.683 (4.664)] [KD 5.444 (5.554)] +2024-10-12 21:08:42,043 - Train: 42.11% [526800/1251000] [421.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.001879] [CE 4.522 (4.740)] [KD 5.678 (5.581)] +2024-10-12 21:08:49,481 - Train: 42.11% [526850/1251000] [421.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001879] [CE 4.857 (4.725)] [KD 5.497 (5.616)] +2024-10-12 21:08:56,943 - Train: 42.12% [526900/1251000] [421.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001879] [CE 4.939 (4.731)] [KD 5.820 (5.608)] +2024-10-12 21:09:04,629 - Train: 42.12% [526950/1251000] [421.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001879] [CE 4.860 (4.747)] [KD 6.182 (5.663)] +2024-10-12 21:09:12,243 - Train: 42.13% [527000/1251000] [421.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001879] [CE 3.981 (4.733)] [KD 5.419 (5.606)] +2024-10-12 21:09:19,716 - Train: 42.13% [527050/1251000] [421.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001878] [CE 4.510 (4.719)] [KD 5.492 (5.657)] +2024-10-12 21:09:27,493 - Train: 42.13% [527100/1251000] [421.3/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.001878] [CE 5.179 (4.754)] [KD 5.446 (5.598)] +2024-10-12 21:09:35,138 - Train: 42.14% [527150/1251000] [421.4/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001878] [CE 4.346 (4.680)] [KD 5.432 (5.514)] +2024-10-12 21:09:42,729 - Train: 42.14% [527200/1251000] [421.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.002] [optim_t 0.149] [lr 0.001878] [CE 5.253 (4.667)] [KD 5.684 (5.588)] +2024-10-12 21:09:50,235 - Train: 42.15% [527250/1251000] [421.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.001878] [CE 4.177 (4.716)] [KD 5.416 (5.511)] +2024-10-12 21:09:57,655 - Train: 42.15% [527300/1251000] [421.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001878] [CE 4.844 (4.741)] [KD 6.094 (5.572)] +2024-10-12 21:10:05,134 - Train: 42.15% [527350/1251000] [421.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001877] [CE 4.651 (4.730)] [KD 5.656 (5.640)] +2024-10-12 21:10:12,677 - Train: 42.16% [527400/1251000] [421.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001877] [CE 4.807 (4.700)] [KD 5.256 (5.643)] +2024-10-12 21:10:20,333 - Train: 42.16% [527450/1251000] [421.6/1000.0] [batch_t 0.157 (0.153)] [data_t 0.005] [optim_t 0.152] [lr 0.001877] [CE 4.698 (4.760)] [KD 5.770 (5.688)] +2024-10-12 21:10:27,956 - Train: 42.17% [527500/1251000] [421.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001877] [CE 4.917 (4.715)] [KD 5.749 (5.663)] +2024-10-12 21:10:35,742 - Train: 42.17% [527550/1251000] [421.7/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.001877] [CE 5.387 (4.660)] [KD 5.641 (5.613)] +2024-10-12 21:10:43,178 - Train: 42.17% [527600/1251000] [421.7/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.001876] [CE 5.066 (4.729)] [KD 5.746 (5.620)] +2024-10-12 21:10:50,797 - Train: 42.18% [527650/1251000] [421.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001876] [CE 4.582 (4.693)] [KD 5.587 (5.524)] +2024-10-12 21:10:58,200 - Train: 42.18% [527700/1251000] [421.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001876] [CE 4.499 (4.636)] [KD 5.860 (5.555)] +2024-10-12 21:11:05,643 - Train: 42.19% [527750/1251000] [421.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001876] [CE 5.387 (4.806)] [KD 5.868 (5.650)] +2024-10-12 21:11:13,191 - Train: 42.19% [527800/1251000] [421.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.001876] [CE 4.629 (4.708)] [KD 5.760 (5.654)] +2024-10-12 21:11:20,749 - Train: 42.19% [527850/1251000] [421.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001876] [CE 4.887 (4.656)] [KD 5.764 (5.550)] +2024-10-12 21:11:28,403 - Train: 42.20% [527900/1251000] [422.0/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001875] [CE 4.505 (4.708)] [KD 5.615 (5.625)] +2024-10-12 21:11:37,425 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 31919] [top5_cnt 43016] [top_all 50000] +2024-10-12 21:11:37,425 - net: 63.838 (86.032) +2024-10-12 21:11:43,362 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 35175] [top5_cnt 44840] [top_all 50000] +2024-10-12 21:11:43,363 - net_E: 70.350 (89.680) +2024-10-12 21:11:43,495 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.352 (epoch: 414)] +2024-10-12 21:11:43,495 - ==> Total time: 23:24:34 Eta: 1 day, 8:03:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 21:11:49,859 - Train: 42.20% [527950/1251000] [422.0/1000.0] [batch_t 0.155 (0.171)] [data_t 0.004] [optim_t 0.151] [lr 0.001875] [CE 4.530 (4.745)] [KD 5.371 (5.563)] +2024-10-12 21:11:57,464 - Train: 42.21% [528000/1251000] [422.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001875] [CE 4.642 (4.676)] [KD 5.597 (5.594)] +2024-10-12 21:12:05,013 - Train: 42.21% [528050/1251000] [422.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.001875] [CE 4.281 (4.702)] [KD 5.069 (5.537)] +2024-10-12 21:12:12,554 - Train: 42.21% [528100/1251000] [422.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001875] [CE 4.675 (4.683)] [KD 5.497 (5.582)] +2024-10-12 21:12:20,144 - Train: 42.22% [528150/1251000] [422.2/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.001874] [CE 4.549 (4.662)] [KD 5.452 (5.620)] +2024-10-12 21:12:27,837 - Train: 42.22% [528200/1251000] [422.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.001874] [CE 4.600 (4.704)] [KD 5.742 (5.642)] +2024-10-12 21:12:35,752 - Train: 42.23% [528250/1251000] [422.3/1000.0] [batch_t 0.149 (0.158)] [data_t 0.006] [optim_t 0.143] [lr 0.001874] [CE 4.937 (4.695)] [KD 5.628 (5.597)] +2024-10-12 21:12:43,361 - Train: 42.23% [528300/1251000] [422.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001874] [CE 4.489 (4.742)] [KD 5.791 (5.618)] +2024-10-12 21:12:50,955 - Train: 42.23% [528350/1251000] [422.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001874] [CE 5.081 (4.721)] [KD 6.001 (5.613)] +2024-10-12 21:12:58,429 - Train: 42.24% [528400/1251000] [422.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001874] [CE 4.352 (4.647)] [KD 5.228 (5.517)] +2024-10-12 21:13:06,187 - Train: 42.24% [528450/1251000] [422.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.001873] [CE 4.601 (4.716)] [KD 5.587 (5.569)] +2024-10-12 21:13:13,952 - Train: 42.25% [528500/1251000] [422.5/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.001873] [CE 4.661 (4.713)] [KD 5.263 (5.615)] +2024-10-12 21:13:21,624 - Train: 42.25% [528550/1251000] [422.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001873] [CE 4.880 (4.707)] [KD 5.545 (5.575)] +2024-10-12 21:13:29,260 - Train: 42.25% [528600/1251000] [422.5/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.001873] [CE 4.653 (4.735)] [KD 5.691 (5.617)] +2024-10-12 21:13:36,953 - Train: 42.26% [528650/1251000] [422.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001873] [CE 4.396 (4.659)] [KD 5.700 (5.614)] +2024-10-12 21:13:44,433 - Train: 42.26% [528700/1251000] [422.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.001872] [CE 4.970 (4.768)] [KD 5.861 (5.609)] +2024-10-12 21:13:52,091 - Train: 42.27% [528750/1251000] [422.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001872] [CE 4.778 (4.766)] [KD 5.543 (5.686)] +2024-10-12 21:13:59,858 - Train: 42.27% [528800/1251000] [422.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001872] [CE 4.480 (4.746)] [KD 5.549 (5.584)] +2024-10-12 21:14:07,411 - Train: 42.27% [528850/1251000] [422.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.001872] [CE 4.821 (4.671)] [KD 5.542 (5.546)] +2024-10-12 21:14:15,017 - Train: 42.28% [528900/1251000] [422.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.001872] [CE 5.034 (4.674)] [KD 5.607 (5.555)] +2024-10-12 21:14:22,651 - Train: 42.28% [528950/1251000] [422.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001872] [CE 4.640 (4.683)] [KD 5.489 (5.623)] +2024-10-12 21:14:30,450 - Train: 42.29% [529000/1251000] [422.9/1000.0] [batch_t 0.259 (0.156)] [data_t 0.005] [optim_t 0.254] [lr 0.001871] [CE 4.534 (4.680)] [KD 5.542 (5.657)] +2024-10-12 21:14:38,225 - Train: 42.29% [529050/1251000] [422.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001871] [CE 4.628 (4.766)] [KD 5.540 (5.635)] +2024-10-12 21:14:45,836 - Train: 42.29% [529100/1251000] [422.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001871] [CE 4.590 (4.710)] [KD 5.842 (5.614)] +2024-10-12 21:14:53,513 - Train: 42.30% [529150/1251000] [423.0/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.001871] [CE 4.837 (4.717)] [KD 5.549 (5.642)] +2024-10-12 21:15:02,701 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 31160] [top5_cnt 42276] [top_all 50000] +2024-10-12 21:15:02,701 - net: 62.320 (84.552) +2024-10-12 21:15:08,531 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 35178] [top5_cnt 44856] [top_all 50000] +2024-10-12 21:15:08,532 - net_E: 70.356 (89.712) +2024-10-12 21:15:08,659 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.356 (epoch: 423)] +2024-10-12 21:15:08,660 - ==> Total time: 23:27:59 Eta: 1 day, 8:00:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 21:15:15,432 - Train: 42.30% [529200/1251000] [423.0/1000.0] [batch_t 0.150 (0.163)] [data_t 0.003] [optim_t 0.147] [lr 0.001871] [CE 4.568 (4.653)] [KD 5.574 (5.579)] +2024-10-12 21:15:22,992 - Train: 42.31% [529250/1251000] [423.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.001870] [CE 4.584 (4.758)] [KD 5.340 (5.646)] +2024-10-12 21:15:30,536 - Train: 42.31% [529300/1251000] [423.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001870] [CE 4.872 (4.666)] [KD 5.595 (5.588)] +2024-10-12 21:15:38,203 - Train: 42.31% [529350/1251000] [423.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001870] [CE 5.056 (4.740)] [KD 5.571 (5.613)] +2024-10-12 21:15:45,734 - Train: 42.32% [529400/1251000] [423.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001870] [CE 4.656 (4.766)] [KD 5.377 (5.614)] +2024-10-12 21:15:53,232 - Train: 42.32% [529450/1251000] [423.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001870] [CE 4.005 (4.722)] [KD 5.065 (5.621)] +2024-10-12 21:16:00,790 - Train: 42.33% [529500/1251000] [423.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001870] [CE 4.737 (4.706)] [KD 5.685 (5.577)] +2024-10-12 21:16:08,278 - Train: 42.33% [529550/1251000] [423.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001869] [CE 4.633 (4.689)] [KD 5.452 (5.621)] +2024-10-12 21:16:15,923 - Train: 42.33% [529600/1251000] [423.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001869] [CE 4.730 (4.665)] [KD 5.647 (5.578)] +2024-10-12 21:16:23,575 - Train: 42.34% [529650/1251000] [423.4/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.139] [lr 0.001869] [CE 4.830 (4.723)] [KD 5.868 (5.573)] +2024-10-12 21:16:31,066 - Train: 42.34% [529700/1251000] [423.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001869] [CE 4.674 (4.730)] [KD 5.609 (5.606)] +2024-10-12 21:16:38,447 - Train: 42.35% [529750/1251000] [423.5/1000.0] [batch_t 0.150 (0.147)] [data_t 0.003] [optim_t 0.147] [lr 0.001869] [CE 4.890 (4.772)] [KD 5.749 (5.625)] +2024-10-12 21:16:45,839 - Train: 42.35% [529800/1251000] [423.5/1000.0] [batch_t 0.154 (0.148)] [data_t 0.003] [optim_t 0.151] [lr 0.001868] [CE 4.759 (4.766)] [KD 5.626 (5.639)] +2024-10-12 21:16:53,600 - Train: 42.35% [529850/1251000] [423.5/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.001868] [CE 5.244 (4.741)] [KD 5.544 (5.620)] +2024-10-12 21:17:01,246 - Train: 42.36% [529900/1251000] [423.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001868] [CE 5.540 (4.671)] [KD 6.098 (5.596)] +2024-10-12 21:17:08,684 - Train: 42.36% [529950/1251000] [423.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001868] [CE 4.419 (4.635)] [KD 5.356 (5.502)] +2024-10-12 21:17:16,334 - Train: 42.37% [530000/1251000] [423.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001868] [CE 4.915 (4.696)] [KD 5.896 (5.629)] +2024-10-12 21:17:23,745 - Train: 42.37% [530050/1251000] [423.7/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.001868] [CE 4.243 (4.728)] [KD 5.534 (5.633)] +2024-10-12 21:17:31,307 - Train: 42.37% [530100/1251000] [423.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001867] [CE 4.515 (4.729)] [KD 5.212 (5.668)] +2024-10-12 21:17:38,768 - Train: 42.38% [530150/1251000] [423.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.007] [optim_t 0.139] [lr 0.001867] [CE 4.702 (4.698)] [KD 5.504 (5.620)] +2024-10-12 21:17:46,307 - Train: 42.38% [530200/1251000] [423.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.001867] [CE 4.987 (4.644)] [KD 5.827 (5.573)] +2024-10-12 21:17:53,869 - Train: 42.39% [530250/1251000] [423.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001867] [CE 4.516 (4.692)] [KD 5.342 (5.610)] +2024-10-12 21:18:01,592 - Train: 42.39% [530300/1251000] [423.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001867] [CE 4.579 (4.719)] [KD 5.952 (5.658)] +2024-10-12 21:18:09,217 - Train: 42.39% [530350/1251000] [423.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001866] [CE 4.624 (4.739)] [KD 5.805 (5.752)] +2024-10-12 21:18:16,784 - Train: 42.40% [530400/1251000] [424.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001866] [CE 5.063 (4.720)] [KD 6.131 (5.700)] +2024-10-12 21:18:25,981 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 31774] [top5_cnt 42700] [top_all 50000] +2024-10-12 21:18:25,982 - net: 63.548 (85.400) +2024-10-12 21:18:32,062 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 35146] [top5_cnt 44847] [top_all 50000] +2024-10-12 21:18:32,062 - net_E: 70.292 (89.694) +2024-10-12 21:18:32,204 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.356 (epoch: 423)] +2024-10-12 21:18:32,204 - ==> Total time: 23:31:23 Eta: 1 day, 7:57:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 21:18:38,114 - Train: 42.40% [530450/1251000] [424.0/1000.0] [batch_t 0.147 (0.169)] [data_t 0.005] [optim_t 0.141] [lr 0.001866] [CE 4.177 (4.719)] [KD 5.436 (5.541)] +2024-10-12 21:18:45,892 - Train: 42.41% [530500/1251000] [424.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.001866] [CE 4.408 (4.775)] [KD 5.523 (5.595)] +2024-10-12 21:18:53,539 - Train: 42.41% [530550/1251000] [424.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001866] [CE 4.404 (4.655)] [KD 5.510 (5.543)] +2024-10-12 21:19:01,184 - Train: 42.41% [530600/1251000] [424.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001866] [CE 4.794 (4.737)] [KD 5.724 (5.574)] +2024-10-12 21:19:08,978 - Train: 42.42% [530650/1251000] [424.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.001865] [CE 4.694 (4.719)] [KD 5.504 (5.573)] +2024-10-12 21:19:16,640 - Train: 42.42% [530700/1251000] [424.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001865] [CE 4.910 (4.686)] [KD 5.424 (5.548)] +2024-10-12 21:19:24,402 - Train: 42.43% [530750/1251000] [424.3/1000.0] [batch_t 0.155 (0.155)] [data_t 0.003] [optim_t 0.152] [lr 0.001865] [CE 4.192 (4.755)] [KD 5.110 (5.582)] +2024-10-12 21:19:31,903 - Train: 42.43% [530800/1251000] [424.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001865] [CE 4.526 (4.760)] [KD 5.167 (5.630)] +2024-10-12 21:19:39,529 - Train: 42.43% [530850/1251000] [424.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001865] [CE 4.744 (4.720)] [KD 5.691 (5.583)] +2024-10-12 21:19:47,132 - Train: 42.44% [530900/1251000] [424.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.001864] [CE 4.282 (4.661)] [KD 5.238 (5.616)] +2024-10-12 21:19:54,625 - Train: 42.44% [530950/1251000] [424.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001864] [CE 4.914 (4.750)] [KD 6.040 (5.646)] +2024-10-12 21:20:02,082 - Train: 42.45% [531000/1251000] [424.5/1000.0] [batch_t 0.169 (0.149)] [data_t 0.005] [optim_t 0.164] [lr 0.001864] [CE 4.805 (4.673)] [KD 5.552 (5.629)] +2024-10-12 21:20:10,082 - Train: 42.45% [531050/1251000] [424.5/1000.0] [batch_t 0.153 (0.160)] [data_t 0.005] [optim_t 0.148] [lr 0.001864] [CE 4.792 (4.669)] [KD 5.801 (5.570)] +2024-10-12 21:20:17,856 - Train: 42.45% [531100/1251000] [424.5/1000.0] [batch_t 0.281 (0.155)] [data_t 0.005] [optim_t 0.276] [lr 0.001864] [CE 4.271 (4.717)] [KD 5.331 (5.558)] +2024-10-12 21:20:25,539 - Train: 42.46% [531150/1251000] [424.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001864] [CE 5.013 (4.767)] [KD 5.912 (5.677)] +2024-10-12 21:20:32,940 - Train: 42.46% [531200/1251000] [424.6/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.001863] [CE 4.499 (4.705)] [KD 5.492 (5.658)] +2024-10-12 21:20:40,391 - Train: 42.47% [531250/1251000] [424.7/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.001863] [CE 4.420 (4.671)] [KD 5.283 (5.569)] +2024-10-12 21:20:47,814 - Train: 42.47% [531300/1251000] [424.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.001863] [CE 4.605 (4.747)] [KD 5.604 (5.721)] +2024-10-12 21:20:55,356 - Train: 42.47% [531350/1251000] [424.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001863] [CE 4.805 (4.677)] [KD 5.795 (5.600)] +2024-10-12 21:21:02,960 - Train: 42.48% [531400/1251000] [424.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001863] [CE 5.150 (4.736)] [KD 5.872 (5.616)] +2024-10-12 21:21:10,733 - Train: 42.48% [531450/1251000] [424.8/1000.0] [batch_t 0.144 (0.155)] [data_t 0.005] [optim_t 0.139] [lr 0.001862] [CE 4.631 (4.660)] [KD 5.561 (5.617)] +2024-10-12 21:21:18,427 - Train: 42.49% [531500/1251000] [424.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.001862] [CE 4.664 (4.681)] [KD 5.614 (5.543)] +2024-10-12 21:21:25,965 - Train: 42.49% [531550/1251000] [424.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001862] [CE 4.263 (4.607)] [KD 5.304 (5.555)] +2024-10-12 21:21:33,525 - Train: 42.49% [531600/1251000] [424.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001862] [CE 4.856 (4.661)] [KD 5.535 (5.593)] +2024-10-12 21:21:40,976 - Train: 42.50% [531650/1251000] [425.0/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.001862] [CE 4.381 (4.691)] [KD 5.382 (5.598)] +2024-10-12 21:21:50,383 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 30196] [top5_cnt 41576] [top_all 50000] +2024-10-12 21:21:50,384 - net: 60.392 (83.152) +2024-10-12 21:21:56,197 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 35172] [top5_cnt 44846] [top_all 50000] +2024-10-12 21:21:56,197 - net_E: 70.344 (89.692) +2024-10-12 21:21:56,352 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.356 (epoch: 423)] +2024-10-12 21:21:56,352 - ==> Total time: 23:34:47 Eta: 1 day, 7:54:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 21:22:02,295 - Train: 42.50% [531700/1251000] [425.0/1000.0] [batch_t 0.166 (0.171)] [data_t 0.004] [optim_t 0.162] [lr 0.001862] [CE 4.832 (4.746)] [KD 5.584 (5.685)] +2024-10-12 21:22:09,974 - Train: 42.51% [531750/1251000] [425.1/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.001861] [CE 4.481 (4.622)] [KD 5.206 (5.536)] +2024-10-12 21:22:17,449 - Train: 42.51% [531800/1251000] [425.1/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.001861] [CE 4.721 (4.616)] [KD 5.661 (5.496)] +2024-10-12 21:22:25,249 - Train: 42.51% [531850/1251000] [425.1/1000.0] [batch_t 0.157 (0.156)] [data_t 0.004] [optim_t 0.153] [lr 0.001861] [CE 5.037 (4.754)] [KD 5.748 (5.564)] +2024-10-12 21:22:33,084 - Train: 42.52% [531900/1251000] [425.2/1000.0] [batch_t 0.154 (0.157)] [data_t 0.007] [optim_t 0.147] [lr 0.001861] [CE 5.074 (4.740)] [KD 5.682 (5.642)] +2024-10-12 21:22:40,957 - Train: 42.52% [531950/1251000] [425.2/1000.0] [batch_t 0.146 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.001861] [CE 4.548 (4.674)] [KD 5.733 (5.592)] +2024-10-12 21:22:48,503 - Train: 42.53% [532000/1251000] [425.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001860] [CE 4.314 (4.690)] [KD 5.306 (5.595)] +2024-10-12 21:22:56,034 - Train: 42.53% [532050/1251000] [425.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001860] [CE 4.519 (4.625)] [KD 5.499 (5.569)] +2024-10-12 21:23:03,809 - Train: 42.53% [532100/1251000] [425.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001860] [CE 4.836 (4.680)] [KD 5.430 (5.557)] +2024-10-12 21:23:11,399 - Train: 42.54% [532150/1251000] [425.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.001860] [CE 4.716 (4.764)] [KD 5.529 (5.603)] +2024-10-12 21:23:18,899 - Train: 42.54% [532200/1251000] [425.4/1000.0] [batch_t 0.153 (0.150)] [data_t 0.006] [optim_t 0.147] [lr 0.001860] [CE 4.402 (4.664)] [KD 5.512 (5.653)] +2024-10-12 21:23:26,531 - Train: 42.55% [532250/1251000] [425.5/1000.0] [batch_t 0.139 (0.153)] [data_t 0.006] [optim_t 0.133] [lr 0.001860] [CE 5.013 (4.746)] [KD 5.970 (5.661)] +2024-10-12 21:23:34,298 - Train: 42.55% [532300/1251000] [425.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.001859] [CE 4.574 (4.680)] [KD 5.888 (5.617)] +2024-10-12 21:23:41,930 - Train: 42.55% [532350/1251000] [425.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.001859] [CE 4.585 (4.723)] [KD 5.615 (5.555)] +2024-10-12 21:23:49,762 - Train: 42.56% [532400/1251000] [425.6/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.001859] [CE 4.126 (4.680)] [KD 5.518 (5.652)] +2024-10-12 21:23:57,314 - Train: 42.56% [532450/1251000] [425.6/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.001859] [CE 4.651 (4.663)] [KD 5.226 (5.625)] +2024-10-12 21:24:04,991 - Train: 42.57% [532500/1251000] [425.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001859] [CE 4.707 (4.743)] [KD 5.687 (5.562)] +2024-10-12 21:24:12,609 - Train: 42.57% [532550/1251000] [425.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001858] [CE 4.441 (4.734)] [KD 5.496 (5.603)] +2024-10-12 21:24:20,066 - Train: 42.57% [532600/1251000] [425.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001858] [CE 4.712 (4.691)] [KD 5.464 (5.662)] +2024-10-12 21:24:27,792 - Train: 42.58% [532650/1251000] [425.8/1000.0] [batch_t 0.163 (0.154)] [data_t 0.003] [optim_t 0.159] [lr 0.001858] [CE 4.821 (4.772)] [KD 5.639 (5.562)] +2024-10-12 21:24:35,946 - Train: 42.58% [532700/1251000] [425.8/1000.0] [batch_t 0.146 (0.163)] [data_t 0.004] [optim_t 0.141] [lr 0.001858] [CE 5.008 (4.717)] [KD 5.586 (5.552)] +2024-10-12 21:24:43,803 - Train: 42.59% [532750/1251000] [425.9/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001858] [CE 4.815 (4.742)] [KD 5.957 (5.730)] +2024-10-12 21:24:51,406 - Train: 42.59% [532800/1251000] [425.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001858] [CE 4.415 (4.700)] [KD 5.508 (5.706)] +2024-10-12 21:24:59,168 - Train: 42.59% [532850/1251000] [425.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001857] [CE 4.475 (4.666)] [KD 5.279 (5.519)] +2024-10-12 21:25:06,790 - Train: 42.60% [532900/1251000] [426.0/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001857] [CE 4.724 (4.730)] [KD 5.599 (5.573)] +2024-10-12 21:25:16,382 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 30670] [top5_cnt 41957] [top_all 50000] +2024-10-12 21:25:16,383 - net: 61.340 (83.914) +2024-10-12 21:25:22,132 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 35217] [top5_cnt 44834] [top_all 50000] +2024-10-12 21:25:22,133 - net_E: 70.434 (89.668) +2024-10-12 21:25:22,278 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.434 (epoch: 426)] +2024-10-12 21:25:22,279 - ==> Total time: 23:38:13 Eta: 1 day, 7:50:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 21:25:29,324 - Train: 42.60% [532950/1251000] [426.0/1000.0] [batch_t 0.155 (0.175)] [data_t 0.005] [optim_t 0.149] [lr 0.001857] [CE 4.544 (4.690)] [KD 5.372 (5.650)] +2024-10-12 21:25:36,714 - Train: 42.61% [533000/1251000] [426.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001857] [CE 4.703 (4.756)] [KD 5.544 (5.519)] +2024-10-12 21:25:44,212 - Train: 42.61% [533050/1251000] [426.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001857] [CE 4.454 (4.726)] [KD 5.100 (5.514)] +2024-10-12 21:25:52,142 - Train: 42.61% [533100/1251000] [426.1/1000.0] [batch_t 0.143 (0.158)] [data_t 0.004] [optim_t 0.140] [lr 0.001857] [CE 4.582 (4.658)] [KD 5.230 (5.492)] +2024-10-12 21:25:59,515 - Train: 42.62% [533150/1251000] [426.2/1000.0] [batch_t 0.148 (0.147)] [data_t 0.006] [optim_t 0.142] [lr 0.001856] [CE 4.780 (4.764)] [KD 5.614 (5.688)] +2024-10-12 21:26:06,940 - Train: 42.62% [533200/1251000] [426.2/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.001856] [CE 4.803 (4.739)] [KD 5.814 (5.644)] +2024-10-12 21:26:14,566 - Train: 42.63% [533250/1251000] [426.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001856] [CE 4.951 (4.730)] [KD 5.534 (5.557)] +2024-10-12 21:26:22,162 - Train: 42.63% [533300/1251000] [426.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001856] [CE 4.842 (4.702)] [KD 5.871 (5.641)] +2024-10-12 21:26:30,018 - Train: 42.63% [533350/1251000] [426.3/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.001856] [CE 4.781 (4.760)] [KD 5.784 (5.643)] +2024-10-12 21:26:37,962 - Train: 42.64% [533400/1251000] [426.4/1000.0] [batch_t 0.277 (0.159)] [data_t 0.003] [optim_t 0.274] [lr 0.001855] [CE 4.792 (4.691)] [KD 5.853 (5.628)] +2024-10-12 21:26:45,500 - Train: 42.64% [533450/1251000] [426.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001855] [CE 5.094 (4.713)] [KD 5.843 (5.541)] +2024-10-12 21:26:52,922 - Train: 42.65% [533500/1251000] [426.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.001855] [CE 4.758 (4.713)] [KD 5.485 (5.573)] +2024-10-12 21:27:00,333 - Train: 42.65% [533550/1251000] [426.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001855] [CE 5.062 (4.730)] [KD 5.324 (5.578)] +2024-10-12 21:27:07,816 - Train: 42.65% [533600/1251000] [426.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.001855] [CE 4.877 (4.653)] [KD 5.460 (5.551)] +2024-10-12 21:27:15,651 - Train: 42.66% [533650/1251000] [426.6/1000.0] [batch_t 0.148 (0.157)] [data_t 0.006] [optim_t 0.142] [lr 0.001855] [CE 4.914 (4.707)] [KD 5.872 (5.596)] +2024-10-12 21:27:23,148 - Train: 42.66% [533700/1251000] [426.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.001854] [CE 4.690 (4.748)] [KD 5.736 (5.639)] +2024-10-12 21:27:30,609 - Train: 42.67% [533750/1251000] [426.7/1000.0] [batch_t 0.160 (0.149)] [data_t 0.004] [optim_t 0.157] [lr 0.001854] [CE 4.270 (4.677)] [KD 5.080 (5.543)] +2024-10-12 21:27:38,306 - Train: 42.67% [533800/1251000] [426.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001854] [CE 5.129 (4.602)] [KD 6.097 (5.482)] +2024-10-12 21:27:45,849 - Train: 42.67% [533850/1251000] [426.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001854] [CE 4.822 (4.722)] [KD 5.944 (5.646)] +2024-10-12 21:27:53,251 - Train: 42.68% [533900/1251000] [426.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.001854] [CE 5.140 (4.710)] [KD 5.712 (5.653)] +2024-10-12 21:28:00,991 - Train: 42.68% [533950/1251000] [426.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.001853] [CE 4.227 (4.696)] [KD 5.177 (5.648)] +2024-10-12 21:28:08,448 - Train: 42.69% [534000/1251000] [426.9/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.001853] [CE 4.774 (4.714)] [KD 5.908 (5.602)] +2024-10-12 21:28:15,915 - Train: 42.69% [534050/1251000] [426.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001853] [CE 4.700 (4.732)] [KD 5.719 (5.690)] +2024-10-12 21:28:23,546 - Train: 42.69% [534100/1251000] [426.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001853] [CE 4.045 (4.690)] [KD 5.404 (5.743)] +2024-10-12 21:28:31,147 - Train: 42.70% [534150/1251000] [427.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001853] [CE 4.767 (4.656)] [KD 5.516 (5.550)] +2024-10-12 21:28:40,862 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 31856] [top5_cnt 42754] [top_all 50000] +2024-10-12 21:28:40,862 - net: 63.712 (85.508) +2024-10-12 21:28:46,686 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35205] [top5_cnt 44860] [top_all 50000] +2024-10-12 21:28:46,686 - net_E: 70.410 (89.720) +2024-10-12 21:28:46,844 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.434 (epoch: 426)] +2024-10-12 21:28:46,844 - ==> Total time: 23:41:37 Eta: 1 day, 7:47:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 21:28:52,365 - Train: 42.70% [534200/1251000] [427.0/1000.0] [batch_t 0.148 (0.178)] [data_t 0.005] [optim_t 0.143] [lr 0.001853] [CE 4.163 (4.795)] [KD 5.446 (5.679)] +2024-10-12 21:29:00,232 - Train: 42.71% [534250/1251000] [427.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001852] [CE 4.723 (4.679)] [KD 5.324 (5.582)] +2024-10-12 21:29:07,884 - Train: 42.71% [534300/1251000] [427.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001852] [CE 4.977 (4.749)] [KD 5.819 (5.583)] +2024-10-12 21:29:15,479 - Train: 42.71% [534350/1251000] [427.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.001852] [CE 5.107 (4.653)] [KD 5.845 (5.502)] +2024-10-12 21:29:22,927 - Train: 42.72% [534400/1251000] [427.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.001852] [CE 4.713 (4.755)] [KD 5.581 (5.564)] +2024-10-12 21:29:30,448 - Train: 42.72% [534450/1251000] [427.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.008] [optim_t 0.140] [lr 0.001852] [CE 5.071 (4.698)] [KD 5.868 (5.536)] +2024-10-12 21:29:38,240 - Train: 42.73% [534500/1251000] [427.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001851] [CE 4.637 (4.724)] [KD 5.400 (5.546)] +2024-10-12 21:29:45,707 - Train: 42.73% [534550/1251000] [427.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001851] [CE 4.729 (4.653)] [KD 6.062 (5.508)] +2024-10-12 21:29:53,170 - Train: 42.73% [534600/1251000] [427.3/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.150] [lr 0.001851] [CE 4.414 (4.678)] [KD 5.496 (5.566)] +2024-10-12 21:30:01,026 - Train: 42.74% [534650/1251000] [427.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.001851] [CE 4.961 (4.711)] [KD 5.906 (5.637)] +2024-10-12 21:30:08,654 - Train: 42.74% [534700/1251000] [427.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001851] [CE 4.800 (4.753)] [KD 5.573 (5.657)] +2024-10-12 21:30:16,375 - Train: 42.75% [534750/1251000] [427.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.001851] [CE 4.648 (4.698)] [KD 5.611 (5.618)] +2024-10-12 21:30:23,820 - Train: 42.75% [534800/1251000] [427.5/1000.0] [batch_t 0.152 (0.149)] [data_t 0.006] [optim_t 0.146] [lr 0.001850] [CE 4.477 (4.696)] [KD 5.554 (5.636)] +2024-10-12 21:30:31,306 - Train: 42.75% [534850/1251000] [427.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001850] [CE 4.420 (4.690)] [KD 5.806 (5.532)] +2024-10-12 21:30:38,993 - Train: 42.76% [534900/1251000] [427.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001850] [CE 4.794 (4.747)] [KD 5.524 (5.615)] +2024-10-12 21:30:46,708 - Train: 42.76% [534950/1251000] [427.6/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.001850] [CE 4.580 (4.645)] [KD 5.579 (5.625)] +2024-10-12 21:30:54,150 - Train: 42.77% [535000/1251000] [427.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001850] [CE 4.512 (4.677)] [KD 5.474 (5.584)] +2024-10-12 21:31:01,763 - Train: 42.77% [535050/1251000] [427.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001849] [CE 4.366 (4.731)] [KD 5.366 (5.594)] +2024-10-12 21:31:09,504 - Train: 42.77% [535100/1251000] [427.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.001849] [CE 4.650 (4.666)] [KD 5.563 (5.542)] +2024-10-12 21:31:17,077 - Train: 42.78% [535150/1251000] [427.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.001849] [CE 5.109 (4.691)] [KD 5.793 (5.655)] +2024-10-12 21:31:24,630 - Train: 42.78% [535200/1251000] [427.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.001849] [CE 4.432 (4.770)] [KD 5.425 (5.652)] +2024-10-12 21:31:32,150 - Train: 42.79% [535250/1251000] [427.9/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.001849] [CE 4.739 (4.639)] [KD 5.984 (5.570)] +2024-10-12 21:31:39,590 - Train: 42.79% [535300/1251000] [427.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001849] [CE 4.350 (4.716)] [KD 5.627 (5.625)] +2024-10-12 21:31:47,271 - Train: 42.79% [535350/1251000] [427.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.001848] [CE 4.417 (4.724)] [KD 5.751 (5.666)] +2024-10-12 21:31:54,706 - Train: 42.80% [535400/1251000] [428.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001848] [CE 4.678 (4.788)] [KD 5.373 (5.613)] +2024-10-12 21:32:04,523 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 30739] [top5_cnt 41992] [top_all 50000] +2024-10-12 21:32:04,524 - net: 61.478 (83.984) +2024-10-12 21:32:10,267 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 35174] [top5_cnt 44873] [top_all 50000] +2024-10-12 21:32:10,267 - net_E: 70.348 (89.746) +2024-10-12 21:32:10,396 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.434 (epoch: 426)] +2024-10-12 21:32:10,396 - ==> Total time: 23:45:01 Eta: 1 day, 7:44:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 21:32:15,757 - Train: 42.80% [535450/1251000] [428.0/1000.0] [batch_t 0.144 (0.165)] [data_t 0.003] [optim_t 0.142] [lr 0.001848] [CE 5.190 (4.632)] [KD 5.742 (5.647)] +2024-10-12 21:32:23,591 - Train: 42.81% [535500/1251000] [428.1/1000.0] [batch_t 0.147 (0.157)] [data_t 0.006] [optim_t 0.141] [lr 0.001848] [CE 4.536 (4.705)] [KD 5.299 (5.550)] +2024-10-12 21:32:31,486 - Train: 42.81% [535550/1251000] [428.1/1000.0] [batch_t 0.145 (0.158)] [data_t 0.006] [optim_t 0.139] [lr 0.001848] [CE 4.095 (4.698)] [KD 5.252 (5.573)] +2024-10-12 21:32:38,930 - Train: 42.81% [535600/1251000] [428.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001847] [CE 4.891 (4.729)] [KD 5.823 (5.510)] +2024-10-12 21:32:46,505 - Train: 42.82% [535650/1251000] [428.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001847] [CE 4.520 (4.664)] [KD 5.358 (5.536)] +2024-10-12 21:32:53,955 - Train: 42.82% [535700/1251000] [428.2/1000.0] [batch_t 0.160 (0.149)] [data_t 0.005] [optim_t 0.156] [lr 0.001847] [CE 4.814 (4.660)] [KD 5.766 (5.497)] +2024-10-12 21:33:01,490 - Train: 42.83% [535750/1251000] [428.3/1000.0] [batch_t 0.159 (0.151)] [data_t 0.003] [optim_t 0.156] [lr 0.001847] [CE 4.819 (4.671)] [KD 5.461 (5.481)] +2024-10-12 21:33:09,240 - Train: 42.83% [535800/1251000] [428.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001847] [CE 4.426 (4.732)] [KD 5.565 (5.601)] +2024-10-12 21:33:16,952 - Train: 42.83% [535850/1251000] [428.3/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.001847] [CE 4.547 (4.713)] [KD 5.738 (5.658)] +2024-10-12 21:33:24,736 - Train: 42.84% [535900/1251000] [428.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.006] [optim_t 0.142] [lr 0.001846] [CE 5.046 (4.679)] [KD 5.558 (5.563)] +2024-10-12 21:33:32,338 - Train: 42.84% [535950/1251000] [428.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001846] [CE 4.481 (4.718)] [KD 5.445 (5.639)] +2024-10-12 21:33:40,038 - Train: 42.85% [536000/1251000] [428.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.001846] [CE 4.512 (4.688)] [KD 5.560 (5.685)] +2024-10-12 21:33:47,479 - Train: 42.85% [536050/1251000] [428.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.001846] [CE 4.969 (4.704)] [KD 5.475 (5.628)] +2024-10-12 21:33:55,092 - Train: 42.85% [536100/1251000] [428.5/1000.0] [batch_t 0.158 (0.152)] [data_t 0.006] [optim_t 0.152] [lr 0.001846] [CE 4.757 (4.781)] [KD 5.701 (5.658)] +2024-10-12 21:34:02,755 - Train: 42.86% [536150/1251000] [428.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.001845] [CE 5.416 (4.682)] [KD 6.089 (5.592)] +2024-10-12 21:34:10,119 - Train: 42.86% [536200/1251000] [428.6/1000.0] [batch_t 0.150 (0.147)] [data_t 0.005] [optim_t 0.145] [lr 0.001845] [CE 4.973 (4.786)] [KD 5.706 (5.684)] +2024-10-12 21:34:17,643 - Train: 42.87% [536250/1251000] [428.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001845] [CE 5.240 (4.718)] [KD 6.216 (5.589)] +2024-10-12 21:34:25,138 - Train: 42.87% [536300/1251000] [428.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001845] [CE 4.137 (4.744)] [KD 5.470 (5.671)] +2024-10-12 21:34:32,768 - Train: 42.87% [536350/1251000] [428.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.001845] [CE 4.800 (4.648)] [KD 5.870 (5.562)] +2024-10-12 21:34:40,747 - Train: 42.88% [536400/1251000] [428.8/1000.0] [batch_t 0.147 (0.159)] [data_t 0.005] [optim_t 0.142] [lr 0.001845] [CE 4.675 (4.649)] [KD 5.406 (5.588)] +2024-10-12 21:34:48,156 - Train: 42.88% [536450/1251000] [428.8/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.001844] [CE 4.300 (4.676)] [KD 5.297 (5.549)] +2024-10-12 21:34:55,697 - Train: 42.89% [536500/1251000] [428.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001844] [CE 4.722 (4.687)] [KD 5.484 (5.534)] +2024-10-12 21:35:03,278 - Train: 42.89% [536550/1251000] [428.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.007] [optim_t 0.142] [lr 0.001844] [CE 4.358 (4.687)] [KD 5.501 (5.558)] +2024-10-12 21:35:10,833 - Train: 42.89% [536600/1251000] [428.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001844] [CE 4.903 (4.764)] [KD 5.821 (5.659)] +2024-10-12 21:35:18,449 - Train: 42.90% [536650/1251000] [429.0/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001844] [CE 4.035 (4.706)] [KD 4.925 (5.612)] +2024-10-12 21:35:28,510 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 31590] [top5_cnt 42613] [top_all 50000] +2024-10-12 21:35:28,511 - net: 63.180 (85.226) +2024-10-12 21:35:34,188 - Test (net_E): 100.00% [50/50] [batch_t 0.032 (0.103)] [top1_cnt 35201] [top5_cnt 44895] [top_all 50000] +2024-10-12 21:35:34,188 - net_E: 70.402 (89.790) +2024-10-12 21:35:34,330 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.434 (epoch: 426)] +2024-10-12 21:35:34,330 - ==> Total time: 23:48:25 Eta: 1 day, 7:41:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 21:35:39,342 - Train: 42.90% [536700/1251000] [429.0/1000.0] [batch_t 0.149 (0.171)] [data_t 0.007] [optim_t 0.143] [lr 0.001843] [CE 4.746 (4.653)] [KD 5.606 (5.520)] +2024-10-12 21:35:47,009 - Train: 42.91% [536750/1251000] [429.1/1000.0] [batch_t 0.153 (0.153)] [data_t 0.006] [optim_t 0.147] [lr 0.001843] [CE 5.024 (4.693)] [KD 5.692 (5.560)] +2024-10-12 21:35:54,666 - Train: 42.91% [536800/1251000] [429.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.001843] [CE 4.157 (4.684)] [KD 5.186 (5.593)] +2024-10-12 21:36:02,428 - Train: 42.91% [536850/1251000] [429.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.001843] [CE 5.145 (4.704)] [KD 5.874 (5.538)] +2024-10-12 21:36:09,924 - Train: 42.92% [536900/1251000] [429.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.001843] [CE 3.926 (4.700)] [KD 5.203 (5.623)] +2024-10-12 21:36:17,877 - Train: 42.92% [536950/1251000] [429.2/1000.0] [batch_t 0.154 (0.159)] [data_t 0.004] [optim_t 0.151] [lr 0.001843] [CE 4.411 (4.689)] [KD 5.709 (5.677)] +2024-10-12 21:36:25,435 - Train: 42.93% [537000/1251000] [429.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001842] [CE 4.856 (4.736)] [KD 5.610 (5.596)] +2024-10-12 21:36:33,056 - Train: 42.93% [537050/1251000] [429.3/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.001842] [CE 4.108 (4.695)] [KD 5.306 (5.581)] +2024-10-12 21:36:40,664 - Train: 42.93% [537100/1251000] [429.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001842] [CE 4.956 (4.646)] [KD 5.764 (5.497)] +2024-10-12 21:36:48,239 - Train: 42.94% [537150/1251000] [429.4/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.138] [lr 0.001842] [CE 4.861 (4.667)] [KD 5.527 (5.585)] +2024-10-12 21:36:55,749 - Train: 42.94% [537200/1251000] [429.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.001842] [CE 4.850 (4.688)] [KD 5.652 (5.588)] +2024-10-12 21:37:03,769 - Train: 42.95% [537250/1251000] [429.5/1000.0] [batch_t 0.148 (0.160)] [data_t 0.004] [optim_t 0.144] [lr 0.001841] [CE 4.669 (4.758)] [KD 5.880 (5.633)] +2024-10-12 21:37:11,230 - Train: 42.95% [537300/1251000] [429.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.001841] [CE 4.855 (4.725)] [KD 5.696 (5.625)] +2024-10-12 21:37:18,646 - Train: 42.95% [537350/1251000] [429.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001841] [CE 4.540 (4.680)] [KD 5.570 (5.572)] +2024-10-12 21:37:26,379 - Train: 42.96% [537400/1251000] [429.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.001841] [CE 4.750 (4.707)] [KD 5.956 (5.645)] +2024-10-12 21:37:33,801 - Train: 42.96% [537450/1251000] [429.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001841] [CE 4.636 (4.678)] [KD 5.604 (5.533)] +2024-10-12 21:37:41,463 - Train: 42.97% [537500/1251000] [429.7/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.001841] [CE 4.612 (4.656)] [KD 5.563 (5.514)] +2024-10-12 21:37:48,892 - Train: 42.97% [537550/1251000] [429.7/1000.0] [batch_t 0.151 (0.148)] [data_t 0.008] [optim_t 0.143] [lr 0.001840] [CE 4.921 (4.784)] [KD 5.691 (5.610)] +2024-10-12 21:37:56,557 - Train: 42.97% [537600/1251000] [429.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001840] [CE 4.069 (4.733)] [KD 4.996 (5.554)] +2024-10-12 21:38:04,176 - Train: 42.98% [537650/1251000] [429.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001840] [CE 4.819 (4.683)] [KD 5.588 (5.508)] +2024-10-12 21:38:11,729 - Train: 42.98% [537700/1251000] [429.8/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.001840] [CE 5.084 (4.789)] [KD 5.935 (5.683)] +2024-10-12 21:38:19,132 - Train: 42.99% [537750/1251000] [429.9/1000.0] [batch_t 0.155 (0.148)] [data_t 0.003] [optim_t 0.152] [lr 0.001840] [CE 4.764 (4.721)] [KD 5.866 (5.659)] +2024-10-12 21:38:26,857 - Train: 42.99% [537800/1251000] [429.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.001839] [CE 4.587 (4.685)] [KD 5.611 (5.650)] +2024-10-12 21:38:34,283 - Train: 42.99% [537850/1251000] [429.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001839] [CE 5.351 (4.708)] [KD 6.176 (5.637)] +2024-10-12 21:38:41,986 - Train: 43.00% [537900/1251000] [430.0/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001839] [CE 4.801 (4.733)] [KD 5.602 (5.584)] +2024-10-12 21:38:52,166 - Test (net): 100.00% [50/50] [batch_t 0.020 (0.107)] [top1_cnt 32139] [top5_cnt 43069] [top_all 50000] +2024-10-12 21:38:52,166 - net: 64.278 (86.138) +2024-10-12 21:38:58,151 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 35230] [top5_cnt 44850] [top_all 50000] +2024-10-12 21:38:58,152 - net_E: 70.460 (89.700) +2024-10-12 21:38:58,320 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.460 (epoch: 430)] +2024-10-12 21:38:58,320 - ==> Total time: 23:51:49 Eta: 1 day, 7:37:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 21:39:04,176 - Train: 43.00% [537950/1251000] [430.0/1000.0] [batch_t 0.150 (0.173)] [data_t 0.004] [optim_t 0.146] [lr 0.001839] [CE 4.340 (4.625)] [KD 5.440 (5.397)] +2024-10-12 21:39:11,663 - Train: 43.01% [538000/1251000] [430.1/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.001839] [CE 4.216 (4.671)] [KD 5.818 (5.504)] +2024-10-12 21:39:19,279 - Train: 43.01% [538050/1251000] [430.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001839] [CE 4.716 (4.688)] [KD 5.504 (5.577)] +2024-10-12 21:39:26,885 - Train: 43.01% [538100/1251000] [430.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001838] [CE 4.606 (4.648)] [KD 5.552 (5.540)] +2024-10-12 21:39:34,434 - Train: 43.02% [538150/1251000] [430.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001838] [CE 4.007 (4.711)] [KD 5.558 (5.497)] +2024-10-12 21:39:42,118 - Train: 43.02% [538200/1251000] [430.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001838] [CE 4.947 (4.712)] [KD 5.495 (5.517)] +2024-10-12 21:39:49,774 - Train: 43.03% [538250/1251000] [430.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.001838] [CE 4.492 (4.731)] [KD 5.273 (5.638)] +2024-10-12 21:39:57,193 - Train: 43.03% [538300/1251000] [430.3/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.001838] [CE 4.627 (4.737)] [KD 5.426 (5.559)] +2024-10-12 21:40:04,908 - Train: 43.03% [538350/1251000] [430.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.001837] [CE 5.066 (4.616)] [KD 5.510 (5.529)] +2024-10-12 21:40:12,453 - Train: 43.04% [538400/1251000] [430.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001837] [CE 4.629 (4.736)] [KD 5.643 (5.628)] +2024-10-12 21:40:19,850 - Train: 43.04% [538450/1251000] [430.4/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.001837] [CE 4.694 (4.686)] [KD 5.395 (5.550)] +2024-10-12 21:40:27,510 - Train: 43.05% [538500/1251000] [430.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.001837] [CE 4.126 (4.744)] [KD 5.091 (5.649)] +2024-10-12 21:40:35,156 - Train: 43.05% [538550/1251000] [430.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001837] [CE 4.771 (4.684)] [KD 5.765 (5.519)] +2024-10-12 21:40:42,690 - Train: 43.05% [538600/1251000] [430.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001837] [CE 4.403 (4.652)] [KD 5.594 (5.504)] +2024-10-12 21:40:50,310 - Train: 43.06% [538650/1251000] [430.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001836] [CE 4.435 (4.654)] [KD 5.640 (5.479)] +2024-10-12 21:40:57,724 - Train: 43.06% [538700/1251000] [430.6/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.139] [lr 0.001836] [CE 4.679 (4.681)] [KD 5.412 (5.523)] +2024-10-12 21:41:05,269 - Train: 43.07% [538750/1251000] [430.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001836] [CE 4.810 (4.734)] [KD 5.272 (5.537)] +2024-10-12 21:41:12,796 - Train: 43.07% [538800/1251000] [430.7/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.001836] [CE 4.974 (4.678)] [KD 5.714 (5.523)] +2024-10-12 21:41:20,159 - Train: 43.07% [538850/1251000] [430.7/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.001836] [CE 4.914 (4.662)] [KD 5.390 (5.528)] +2024-10-12 21:41:28,039 - Train: 43.08% [538900/1251000] [430.8/1000.0] [batch_t 0.146 (0.157)] [data_t 0.005] [optim_t 0.140] [lr 0.001835] [CE 4.457 (4.657)] [KD 5.174 (5.561)] +2024-10-12 21:41:35,510 - Train: 43.08% [538950/1251000] [430.8/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.001835] [CE 4.781 (4.653)] [KD 5.567 (5.480)] +2024-10-12 21:41:42,861 - Train: 43.09% [539000/1251000] [430.9/1000.0] [batch_t 0.146 (0.147)] [data_t 0.003] [optim_t 0.142] [lr 0.001835] [CE 4.463 (4.686)] [KD 5.644 (5.556)] +2024-10-12 21:41:50,384 - Train: 43.09% [539050/1251000] [430.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001835] [CE 4.460 (4.734)] [KD 5.788 (5.652)] +2024-10-12 21:41:57,882 - Train: 43.09% [539100/1251000] [430.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001835] [CE 4.697 (4.801)] [KD 5.384 (5.668)] +2024-10-12 21:42:05,310 - Train: 43.10% [539150/1251000] [431.0/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001835] [CE 4.475 (4.689)] [KD 5.651 (5.628)] +2024-10-12 21:42:15,807 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 31673] [top5_cnt 42603] [top_all 50000] +2024-10-12 21:42:15,807 - net: 63.346 (85.206) +2024-10-12 21:42:22,906 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.132)] [top1_cnt 35212] [top5_cnt 44885] [top_all 50000] +2024-10-12 21:42:22,907 - net_E: 70.424 (89.770) +2024-10-12 21:42:23,054 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.460 (epoch: 430)] +2024-10-12 21:42:23,054 - ==> Total time: 23:55:14 Eta: 1 day, 7:34:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 21:42:28,115 - Train: 43.10% [539200/1251000] [431.0/1000.0] [batch_t 0.146 (0.173)] [data_t 0.005] [optim_t 0.141] [lr 0.001834] [CE 4.415 (4.694)] [KD 5.641 (5.482)] +2024-10-12 21:42:35,646 - Train: 43.11% [539250/1251000] [431.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001834] [CE 4.527 (4.716)] [KD 5.210 (5.542)] +2024-10-12 21:42:43,367 - Train: 43.11% [539300/1251000] [431.1/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.001834] [CE 5.008 (4.697)] [KD 6.130 (5.607)] +2024-10-12 21:42:50,934 - Train: 43.11% [539350/1251000] [431.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.001834] [CE 4.682 (4.728)] [KD 5.440 (5.583)] +2024-10-12 21:42:58,489 - Train: 43.12% [539400/1251000] [431.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001834] [CE 5.383 (4.700)] [KD 5.790 (5.530)] +2024-10-12 21:43:06,154 - Train: 43.12% [539450/1251000] [431.2/1000.0] [batch_t 0.145 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.001833] [CE 4.596 (4.678)] [KD 5.187 (5.508)] +2024-10-12 21:43:13,541 - Train: 43.13% [539500/1251000] [431.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001833] [CE 4.668 (4.644)] [KD 5.496 (5.583)] +2024-10-12 21:43:20,919 - Train: 43.13% [539550/1251000] [431.3/1000.0] [batch_t 0.143 (0.147)] [data_t 0.004] [optim_t 0.140] [lr 0.001833] [CE 4.722 (4.695)] [KD 5.607 (5.617)] +2024-10-12 21:43:28,441 - Train: 43.13% [539600/1251000] [431.3/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.001833] [CE 4.657 (4.686)] [KD 5.448 (5.561)] +2024-10-12 21:43:36,012 - Train: 43.14% [539650/1251000] [431.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001833] [CE 4.909 (4.696)] [KD 5.753 (5.603)] +2024-10-12 21:43:43,472 - Train: 43.14% [539700/1251000] [431.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001833] [CE 4.304 (4.726)] [KD 5.474 (5.695)] +2024-10-12 21:43:51,214 - Train: 43.15% [539750/1251000] [431.5/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.001832] [CE 4.122 (4.699)] [KD 5.073 (5.510)] +2024-10-12 21:43:58,742 - Train: 43.15% [539800/1251000] [431.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.001832] [CE 4.844 (4.735)] [KD 5.707 (5.590)] +2024-10-12 21:44:06,220 - Train: 43.15% [539850/1251000] [431.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001832] [CE 4.880 (4.698)] [KD 5.793 (5.536)] +2024-10-12 21:44:13,638 - Train: 43.16% [539900/1251000] [431.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001832] [CE 4.880 (4.785)] [KD 5.779 (5.642)] +2024-10-12 21:44:21,153 - Train: 43.16% [539950/1251000] [431.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001832] [CE 4.998 (4.697)] [KD 5.636 (5.552)] +2024-10-12 21:44:28,650 - Train: 43.17% [540000/1251000] [431.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001831] [CE 4.502 (4.743)] [KD 5.554 (5.666)] +2024-10-12 21:44:36,395 - Train: 43.17% [540050/1251000] [431.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001831] [CE 4.552 (4.694)] [KD 5.703 (5.557)] +2024-10-12 21:44:43,901 - Train: 43.17% [540100/1251000] [431.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001831] [CE 4.686 (4.700)] [KD 5.605 (5.665)] +2024-10-12 21:44:51,417 - Train: 43.18% [540150/1251000] [431.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001831] [CE 4.245 (4.669)] [KD 5.246 (5.525)] +2024-10-12 21:44:58,933 - Train: 43.18% [540200/1251000] [431.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.001831] [CE 4.951 (4.753)] [KD 5.803 (5.590)] +2024-10-12 21:45:06,436 - Train: 43.19% [540250/1251000] [431.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001830] [CE 4.780 (4.610)] [KD 5.659 (5.515)] +2024-10-12 21:45:14,010 - Train: 43.19% [540300/1251000] [431.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.001830] [CE 4.035 (4.661)] [KD 5.389 (5.578)] +2024-10-12 21:45:21,541 - Train: 43.19% [540350/1251000] [431.9/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.001830] [CE 4.382 (4.694)] [KD 5.318 (5.649)] +2024-10-12 21:45:28,973 - Train: 43.20% [540400/1251000] [432.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.001830] [CE 4.502 (4.694)] [KD 5.766 (5.673)] +2024-10-12 21:45:39,594 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 31936] [top5_cnt 42795] [top_all 50000] +2024-10-12 21:45:39,594 - net: 63.872 (85.590) +2024-10-12 21:45:45,354 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 35209] [top5_cnt 44892] [top_all 50000] +2024-10-12 21:45:45,354 - net_E: 70.418 (89.784) +2024-10-12 21:45:45,488 - Max [top1: 64.494 (epoch: 402)] [top1-ema: 70.460 (epoch: 430)] +2024-10-12 21:45:45,488 - ==> Total time: 23:58:36 Eta: 1 day, 7:31:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 21:45:50,246 - Train: 43.20% [540450/1251000] [432.0/1000.0] [batch_t 0.151 (0.178)] [data_t 0.004] [optim_t 0.146] [lr 0.001830] [CE 5.161 (4.788)] [KD 5.835 (5.631)] +2024-10-12 21:45:57,894 - Train: 43.21% [540500/1251000] [432.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001830] [CE 4.793 (4.712)] [KD 5.797 (5.606)] +2024-10-12 21:46:05,631 - Train: 43.21% [540550/1251000] [432.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001829] [CE 4.513 (4.741)] [KD 5.364 (5.692)] +2024-10-12 21:46:13,248 - Train: 43.21% [540600/1251000] [432.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001829] [CE 4.589 (4.649)] [KD 5.627 (5.519)] +2024-10-12 21:46:20,895 - Train: 43.22% [540650/1251000] [432.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001829] [CE 4.652 (4.725)] [KD 5.454 (5.589)] +2024-10-12 21:46:28,447 - Train: 43.22% [540700/1251000] [432.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001829] [CE 4.906 (4.642)] [KD 5.394 (5.530)] +2024-10-12 21:46:35,960 - Train: 43.23% [540750/1251000] [432.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001829] [CE 4.378 (4.693)] [KD 5.472 (5.620)] +2024-10-12 21:46:43,741 - Train: 43.23% [540800/1251000] [432.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.001828] [CE 4.689 (4.746)] [KD 5.698 (5.648)] +2024-10-12 21:46:51,646 - Train: 43.23% [540850/1251000] [432.3/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.001828] [CE 4.961 (4.730)] [KD 5.790 (5.587)] +2024-10-12 21:46:59,236 - Train: 43.24% [540900/1251000] [432.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001828] [CE 5.017 (4.776)] [KD 5.749 (5.554)] +2024-10-12 21:47:06,700 - Train: 43.24% [540950/1251000] [432.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001828] [CE 4.764 (4.706)] [KD 5.765 (5.647)] +2024-10-12 21:47:14,313 - Train: 43.25% [541000/1251000] [432.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001828] [CE 5.047 (4.768)] [KD 5.725 (5.636)] +2024-10-12 21:47:21,725 - Train: 43.25% [541050/1251000] [432.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001828] [CE 4.837 (4.763)] [KD 5.803 (5.609)] +2024-10-12 21:47:29,485 - Train: 43.25% [541100/1251000] [432.5/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.001827] [CE 4.408 (4.619)] [KD 5.476 (5.493)] +2024-10-12 21:47:36,958 - Train: 43.26% [541150/1251000] [432.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001827] [CE 4.853 (4.728)] [KD 5.517 (5.572)] +2024-10-12 21:47:44,530 - Train: 43.26% [541200/1251000] [432.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001827] [CE 4.974 (4.698)] [KD 5.634 (5.489)] +2024-10-12 21:47:52,094 - Train: 43.27% [541250/1251000] [432.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001827] [CE 4.657 (4.772)] [KD 5.745 (5.575)] +2024-10-12 21:47:59,710 - Train: 43.27% [541300/1251000] [432.7/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.001827] [CE 4.604 (4.725)] [KD 5.756 (5.611)] +2024-10-12 21:48:07,465 - Train: 43.27% [541350/1251000] [432.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001826] [CE 4.775 (4.713)] [KD 5.651 (5.568)] +2024-10-12 21:48:15,079 - Train: 43.28% [541400/1251000] [432.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001826] [CE 4.507 (4.664)] [KD 5.198 (5.554)] +2024-10-12 21:48:22,523 - Train: 43.28% [541450/1251000] [432.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.001826] [CE 4.916 (4.734)] [KD 5.540 (5.506)] +2024-10-12 21:48:30,347 - Train: 43.29% [541500/1251000] [432.9/1000.0] [batch_t 0.272 (0.156)] [data_t 0.004] [optim_t 0.268] [lr 0.001826] [CE 4.572 (4.691)] [KD 5.314 (5.586)] +2024-10-12 21:48:37,821 - Train: 43.29% [541550/1251000] [432.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001826] [CE 5.171 (4.724)] [KD 6.183 (5.647)] +2024-10-12 21:48:45,338 - Train: 43.29% [541600/1251000] [432.9/1000.0] [batch_t 0.156 (0.150)] [data_t 0.004] [optim_t 0.153] [lr 0.001826] [CE 4.818 (4.675)] [KD 5.786 (5.622)] +2024-10-12 21:48:53,229 - Train: 43.30% [541650/1251000] [433.0/1000.0] [batch_t 0.145 (0.158)] [data_t 0.005] [optim_t 0.140] [lr 0.001825] [CE 4.491 (4.768)] [KD 5.609 (5.620)] +2024-10-12 21:49:03,903 - Test (net): 100.00% [50/50] [batch_t 0.029 (0.108)] [top1_cnt 32259] [top5_cnt 43116] [top_all 50000] +2024-10-12 21:49:03,904 - net: 64.518 (86.232) +2024-10-12 21:49:09,866 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35246] [top5_cnt 44896] [top_all 50000] +2024-10-12 21:49:09,867 - net_E: 70.492 (89.792) +2024-10-12 21:49:10,016 - Max [top1: 64.518 (epoch: 433)] [top1-ema: 70.492 (epoch: 433)] +2024-10-12 21:49:10,017 - ==> Total time: 1 day, 0:02:01 Eta: 1 day, 7:28:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 21:49:16,116 - Train: 43.30% [541700/1251000] [433.0/1000.0] [batch_t 0.147 (0.170)] [data_t 0.004] [optim_t 0.142] [lr 0.001825] [CE 4.759 (4.676)] [KD 5.585 (5.560)] +2024-10-12 21:49:23,613 - Train: 43.31% [541750/1251000] [433.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001825] [CE 5.027 (4.683)] [KD 5.546 (5.481)] +2024-10-12 21:49:30,980 - Train: 43.31% [541800/1251000] [433.1/1000.0] [batch_t 0.143 (0.147)] [data_t 0.004] [optim_t 0.139] [lr 0.001825] [CE 4.572 (4.693)] [KD 5.480 (5.565)] +2024-10-12 21:49:38,516 - Train: 43.31% [541850/1251000] [433.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001825] [CE 4.702 (4.672)] [KD 5.600 (5.487)] +2024-10-12 21:49:45,955 - Train: 43.32% [541900/1251000] [433.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.001824] [CE 4.614 (4.641)] [KD 5.437 (5.484)] +2024-10-12 21:49:54,014 - Train: 43.32% [541950/1251000] [433.2/1000.0] [batch_t 0.150 (0.161)] [data_t 0.007] [optim_t 0.143] [lr 0.001824] [CE 5.037 (4.708)] [KD 5.513 (5.569)] +2024-10-12 21:50:01,507 - Train: 43.33% [542000/1251000] [433.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001824] [CE 4.489 (4.763)] [KD 5.541 (5.578)] +2024-10-12 21:50:09,069 - Train: 43.33% [542050/1251000] [433.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001824] [CE 4.916 (4.698)] [KD 5.772 (5.515)] +2024-10-12 21:50:16,507 - Train: 43.33% [542100/1251000] [433.3/1000.0] [batch_t 0.156 (0.149)] [data_t 0.004] [optim_t 0.152] [lr 0.001824] [CE 4.264 (4.697)] [KD 5.470 (5.593)] +2024-10-12 21:50:24,028 - Train: 43.34% [542150/1251000] [433.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.001824] [CE 4.631 (4.740)] [KD 5.729 (5.550)] +2024-10-12 21:50:31,542 - Train: 43.34% [542200/1251000] [433.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001823] [CE 4.690 (4.727)] [KD 5.545 (5.625)] +2024-10-12 21:50:38,986 - Train: 43.35% [542250/1251000] [433.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.001823] [CE 4.587 (4.749)] [KD 5.693 (5.584)] +2024-10-12 21:50:46,855 - Train: 43.35% [542300/1251000] [433.5/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.001823] [CE 4.686 (4.722)] [KD 5.905 (5.567)] +2024-10-12 21:50:54,530 - Train: 43.35% [542350/1251000] [433.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001823] [CE 4.040 (4.723)] [KD 4.986 (5.585)] +2024-10-12 21:51:01,915 - Train: 43.36% [542400/1251000] [433.6/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.001823] [CE 5.032 (4.715)] [KD 5.909 (5.611)] +2024-10-12 21:51:09,375 - Train: 43.36% [542450/1251000] [433.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001822] [CE 4.947 (4.718)] [KD 5.314 (5.587)] +2024-10-12 21:51:16,982 - Train: 43.37% [542500/1251000] [433.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001822] [CE 4.288 (4.777)] [KD 5.580 (5.588)] +2024-10-12 21:51:24,498 - Train: 43.37% [542550/1251000] [433.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001822] [CE 4.112 (4.678)] [KD 5.618 (5.535)] +2024-10-12 21:51:32,016 - Train: 43.37% [542600/1251000] [433.7/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.001822] [CE 4.555 (4.704)] [KD 5.378 (5.525)] +2024-10-12 21:51:39,423 - Train: 43.38% [542650/1251000] [433.8/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.001822] [CE 5.122 (4.687)] [KD 6.004 (5.522)] +2024-10-12 21:51:46,945 - Train: 43.38% [542700/1251000] [433.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.001822] [CE 5.260 (4.672)] [KD 5.772 (5.535)] +2024-10-12 21:51:54,575 - Train: 43.39% [542750/1251000] [433.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001821] [CE 5.180 (4.734)] [KD 6.003 (5.578)] +2024-10-12 21:52:02,326 - Train: 43.39% [542800/1251000] [433.9/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.001821] [CE 4.765 (4.692)] [KD 5.470 (5.619)] +2024-10-12 21:52:09,778 - Train: 43.39% [542850/1251000] [433.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.001821] [CE 5.102 (4.643)] [KD 5.782 (5.546)] +2024-10-12 21:52:17,144 - Train: 43.40% [542900/1251000] [434.0/1000.0] [batch_t 0.153 (0.147)] [data_t 0.005] [optim_t 0.148] [lr 0.001821] [CE 4.743 (4.719)] [KD 5.679 (5.653)] +2024-10-12 21:52:27,668 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 30999] [top5_cnt 42352] [top_all 50000] +2024-10-12 21:52:27,669 - net: 61.998 (84.704) +2024-10-12 21:52:33,443 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 35233] [top5_cnt 44892] [top_all 50000] +2024-10-12 21:52:33,443 - net_E: 70.466 (89.784) +2024-10-12 21:52:33,571 - Max [top1: 64.518 (epoch: 433)] [top1-ema: 70.492 (epoch: 433)] +2024-10-12 21:52:33,572 - ==> Total time: 1 day, 0:05:24 Eta: 1 day, 7:25:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 21:52:38,002 - Train: 43.40% [542950/1251000] [434.0/1000.0] [batch_t 0.147 (0.181)] [data_t 0.004] [optim_t 0.143] [lr 0.001821] [CE 4.437 (4.640)] [KD 5.667 (5.628)] +2024-10-12 21:52:45,391 - Train: 43.41% [543000/1251000] [434.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.001820] [CE 4.842 (4.640)] [KD 5.409 (5.553)] +2024-10-12 21:52:52,942 - Train: 43.41% [543050/1251000] [434.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.001820] [CE 5.399 (4.669)] [KD 6.017 (5.547)] +2024-10-12 21:53:00,588 - Train: 43.41% [543100/1251000] [434.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001820] [CE 4.789 (4.720)] [KD 5.506 (5.533)] +2024-10-12 21:53:08,454 - Train: 43.42% [543150/1251000] [434.2/1000.0] [batch_t 0.146 (0.157)] [data_t 0.006] [optim_t 0.140] [lr 0.001820] [CE 4.941 (4.665)] [KD 5.881 (5.526)] +2024-10-12 21:53:15,832 - Train: 43.42% [543200/1251000] [434.2/1000.0] [batch_t 0.152 (0.147)] [data_t 0.004] [optim_t 0.148] [lr 0.001820] [CE 4.954 (4.646)] [KD 5.497 (5.488)] +2024-10-12 21:53:23,453 - Train: 43.43% [543250/1251000] [434.3/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.001820] [CE 5.151 (4.734)] [KD 5.654 (5.612)] +2024-10-12 21:53:30,865 - Train: 43.43% [543300/1251000] [434.3/1000.0] [batch_t 0.155 (0.148)] [data_t 0.005] [optim_t 0.150] [lr 0.001819] [CE 4.713 (4.698)] [KD 5.731 (5.578)] +2024-10-12 21:53:38,548 - Train: 43.43% [543350/1251000] [434.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.007] [optim_t 0.141] [lr 0.001819] [CE 5.232 (4.726)] [KD 5.860 (5.564)] +2024-10-12 21:53:46,151 - Train: 43.44% [543400/1251000] [434.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001819] [CE 4.872 (4.731)] [KD 5.520 (5.603)] +2024-10-12 21:53:53,553 - Train: 43.44% [543450/1251000] [434.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001819] [CE 4.844 (4.692)] [KD 5.427 (5.570)] +2024-10-12 21:54:00,969 - Train: 43.45% [543500/1251000] [434.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.001819] [CE 5.229 (4.734)] [KD 5.483 (5.581)] +2024-10-12 21:54:08,629 - Train: 43.45% [543550/1251000] [434.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001818] [CE 4.737 (4.660)] [KD 5.590 (5.530)] +2024-10-12 21:54:16,414 - Train: 43.45% [543600/1251000] [434.5/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.001818] [CE 4.626 (4.734)] [KD 5.415 (5.506)] +2024-10-12 21:54:24,080 - Train: 43.46% [543650/1251000] [434.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001818] [CE 5.064 (4.694)] [KD 5.631 (5.535)] +2024-10-12 21:54:31,565 - Train: 43.46% [543700/1251000] [434.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.001818] [CE 5.207 (4.777)] [KD 5.749 (5.567)] +2024-10-12 21:54:38,962 - Train: 43.47% [543750/1251000] [434.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001818] [CE 4.766 (4.678)] [KD 5.695 (5.536)] +2024-10-12 21:54:46,496 - Train: 43.47% [543800/1251000] [434.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001818] [CE 4.651 (4.720)] [KD 5.695 (5.575)] +2024-10-12 21:54:53,865 - Train: 43.47% [543850/1251000] [434.7/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.001817] [CE 5.268 (4.702)] [KD 6.202 (5.617)] +2024-10-12 21:55:01,360 - Train: 43.48% [543900/1251000] [434.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001817] [CE 5.081 (4.713)] [KD 5.854 (5.576)] +2024-10-12 21:55:09,017 - Train: 43.48% [543950/1251000] [434.8/1000.0] [batch_t 0.271 (0.153)] [data_t 0.003] [optim_t 0.268] [lr 0.001817] [CE 4.687 (4.721)] [KD 5.607 (5.494)] +2024-10-12 21:55:16,743 - Train: 43.49% [544000/1251000] [434.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001817] [CE 4.963 (4.714)] [KD 5.901 (5.587)] +2024-10-12 21:55:24,149 - Train: 43.49% [544050/1251000] [434.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001817] [CE 4.799 (4.708)] [KD 5.545 (5.583)] +2024-10-12 21:55:31,661 - Train: 43.49% [544100/1251000] [434.9/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.001816] [CE 4.358 (4.756)] [KD 5.469 (5.631)] +2024-10-12 21:55:39,039 - Train: 43.50% [544150/1251000] [435.0/1000.0] [batch_t 0.153 (0.147)] [data_t 0.005] [optim_t 0.148] [lr 0.001816] [CE 4.971 (4.698)] [KD 5.669 (5.520)] +2024-10-12 21:55:50,050 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 32685] [top5_cnt 43477] [top_all 50000] +2024-10-12 21:55:50,051 - net: 65.370 (86.954) +2024-10-12 21:55:55,816 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 35292] [top5_cnt 44910] [top_all 50000] +2024-10-12 21:55:55,816 - net_E: 70.584 (89.820) +2024-10-12 21:55:55,940 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.584 (epoch: 435)] +2024-10-12 21:55:55,940 - ==> Total time: 1 day, 0:08:46 Eta: 1 day, 7:21:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 21:56:03,117 - Train: 43.50% [544200/1251000] [435.0/1000.0] [batch_t 0.151 (0.183)] [data_t 0.011] [optim_t 0.139] [lr 0.001816] [CE 4.910 (4.749)] [KD 5.379 (5.409)] +2024-10-12 21:56:10,494 - Train: 43.51% [544250/1251000] [435.1/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.001816] [CE 4.604 (4.626)] [KD 5.226 (5.416)] +2024-10-12 21:56:18,314 - Train: 43.51% [544300/1251000] [435.1/1000.0] [batch_t 0.144 (0.156)] [data_t 0.005] [optim_t 0.139] [lr 0.001816] [CE 4.379 (4.732)] [KD 5.556 (5.460)] +2024-10-12 21:56:25,944 - Train: 43.51% [544350/1251000] [435.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001816] [CE 4.584 (4.751)] [KD 5.414 (5.562)] +2024-10-12 21:56:33,533 - Train: 43.52% [544400/1251000] [435.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001815] [CE 4.844 (4.738)] [KD 5.887 (5.590)] +2024-10-12 21:56:40,959 - Train: 43.52% [544450/1251000] [435.2/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.001815] [CE 4.863 (4.720)] [KD 5.623 (5.563)] +2024-10-12 21:56:48,527 - Train: 43.53% [544500/1251000] [435.3/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.001815] [CE 4.512 (4.777)] [KD 5.324 (5.548)] +2024-10-12 21:56:55,965 - Train: 43.53% [544550/1251000] [435.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001815] [CE 4.316 (4.692)] [KD 5.725 (5.597)] +2024-10-12 21:57:03,478 - Train: 43.53% [544600/1251000] [435.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.001815] [CE 4.440 (4.748)] [KD 5.335 (5.577)] +2024-10-12 21:57:11,143 - Train: 43.54% [544650/1251000] [435.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001814] [CE 4.703 (4.662)] [KD 5.421 (5.508)] +2024-10-12 21:57:18,589 - Train: 43.54% [544700/1251000] [435.4/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.001814] [CE 5.347 (4.731)] [KD 6.032 (5.642)] +2024-10-12 21:57:26,313 - Train: 43.55% [544750/1251000] [435.5/1000.0] [batch_t 0.144 (0.154)] [data_t 0.005] [optim_t 0.139] [lr 0.001814] [CE 4.672 (4.665)] [KD 5.572 (5.519)] +2024-10-12 21:57:33,849 - Train: 43.55% [544800/1251000] [435.5/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.001814] [CE 4.610 (4.745)] [KD 5.672 (5.682)] +2024-10-12 21:57:41,271 - Train: 43.55% [544850/1251000] [435.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001814] [CE 4.883 (4.747)] [KD 5.742 (5.584)] +2024-10-12 21:57:48,774 - Train: 43.56% [544900/1251000] [435.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001814] [CE 4.932 (4.643)] [KD 5.837 (5.538)] +2024-10-12 21:57:56,169 - Train: 43.56% [544950/1251000] [435.6/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.001813] [CE 4.618 (4.707)] [KD 5.568 (5.580)] +2024-10-12 21:58:03,599 - Train: 43.57% [545000/1251000] [435.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001813] [CE 4.868 (4.780)] [KD 5.620 (5.643)] +2024-10-12 21:58:11,356 - Train: 43.57% [545050/1251000] [435.7/1000.0] [batch_t 0.249 (0.155)] [data_t 0.004] [optim_t 0.245] [lr 0.001813] [CE 4.724 (4.659)] [KD 5.731 (5.557)] +2024-10-12 21:58:18,792 - Train: 43.57% [545100/1251000] [435.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001813] [CE 4.648 (4.621)] [KD 5.476 (5.517)] +2024-10-12 21:58:26,574 - Train: 43.58% [545150/1251000] [435.8/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.001813] [CE 4.679 (4.754)] [KD 5.618 (5.603)] +2024-10-12 21:58:34,144 - Train: 43.58% [545200/1251000] [435.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.001812] [CE 4.193 (4.742)] [KD 5.229 (5.677)] +2024-10-12 21:58:41,689 - Train: 43.59% [545250/1251000] [435.9/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.139] [lr 0.001812] [CE 4.732 (4.723)] [KD 5.570 (5.612)] +2024-10-12 21:58:49,213 - Train: 43.59% [545300/1251000] [435.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001812] [CE 5.242 (4.680)] [KD 5.583 (5.607)] +2024-10-12 21:58:56,827 - Train: 43.59% [545350/1251000] [435.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.001812] [CE 4.434 (4.706)] [KD 5.540 (5.611)] +2024-10-12 21:59:04,304 - Train: 43.60% [545400/1251000] [436.0/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.150] [lr 0.001812] [CE 4.701 (4.696)] [KD 5.698 (5.618)] +2024-10-12 21:59:15,182 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 31849] [top5_cnt 42812] [top_all 50000] +2024-10-12 21:59:15,182 - net: 63.698 (85.624) +2024-10-12 21:59:20,924 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35317] [top5_cnt 44897] [top_all 50000] +2024-10-12 21:59:20,924 - net_E: 70.634 (89.794) +2024-10-12 21:59:21,051 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.634 (epoch: 436)] +2024-10-12 21:59:21,052 - ==> Total time: 1 day, 0:12:12 Eta: 1 day, 7:18:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 21:59:26,396 - Train: 43.60% [545450/1251000] [436.0/1000.0] [batch_t 0.146 (0.192)] [data_t 0.005] [optim_t 0.141] [lr 0.001812] [CE 4.771 (4.702)] [KD 5.295 (5.545)] +2024-10-12 21:59:33,898 - Train: 43.61% [545500/1251000] [436.1/1000.0] [batch_t 0.155 (0.150)] [data_t 0.007] [optim_t 0.147] [lr 0.001811] [CE 4.228 (4.719)] [KD 5.355 (5.452)] +2024-10-12 21:59:41,555 - Train: 43.61% [545550/1251000] [436.1/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.001811] [CE 4.712 (4.620)] [KD 5.686 (5.459)] +2024-10-12 21:59:49,106 - Train: 43.61% [545600/1251000] [436.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001811] [CE 4.543 (4.709)] [KD 5.308 (5.498)] +2024-10-12 21:59:56,697 - Train: 43.62% [545650/1251000] [436.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001811] [CE 5.307 (4.691)] [KD 6.007 (5.546)] +2024-10-12 22:00:04,094 - Train: 43.62% [545700/1251000] [436.2/1000.0] [batch_t 0.149 (0.148)] [data_t 0.007] [optim_t 0.142] [lr 0.001811] [CE 4.296 (4.749)] [KD 5.203 (5.519)] +2024-10-12 22:00:11,852 - Train: 43.63% [545750/1251000] [436.3/1000.0] [batch_t 0.144 (0.155)] [data_t 0.004] [optim_t 0.140] [lr 0.001810] [CE 4.839 (4.781)] [KD 5.588 (5.570)] +2024-10-12 22:00:19,191 - Train: 43.63% [545800/1251000] [436.3/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.001810] [CE 4.897 (4.719)] [KD 5.650 (5.522)] +2024-10-12 22:00:26,780 - Train: 43.63% [545850/1251000] [436.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001810] [CE 4.711 (4.658)] [KD 5.720 (5.582)] +2024-10-12 22:00:34,499 - Train: 43.64% [545900/1251000] [436.4/1000.0] [batch_t 0.162 (0.154)] [data_t 0.004] [optim_t 0.158] [lr 0.001810] [CE 4.747 (4.684)] [KD 5.511 (5.604)] +2024-10-12 22:00:42,183 - Train: 43.64% [545950/1251000] [436.4/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.001810] [CE 5.422 (4.714)] [KD 5.742 (5.654)] +2024-10-12 22:00:49,908 - Train: 43.65% [546000/1251000] [436.5/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.001810] [CE 4.512 (4.694)] [KD 5.759 (5.620)] +2024-10-12 22:00:57,411 - Train: 43.65% [546050/1251000] [436.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001809] [CE 5.025 (4.757)] [KD 5.763 (5.555)] +2024-10-12 22:01:04,815 - Train: 43.65% [546100/1251000] [436.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001809] [CE 4.090 (4.646)] [KD 5.285 (5.614)] +2024-10-12 22:01:12,564 - Train: 43.66% [546150/1251000] [436.6/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.001809] [CE 4.877 (4.612)] [KD 5.846 (5.510)] +2024-10-12 22:01:20,050 - Train: 43.66% [546200/1251000] [436.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001809] [CE 4.441 (4.623)] [KD 5.420 (5.529)] +2024-10-12 22:01:27,538 - Train: 43.67% [546250/1251000] [436.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.001809] [CE 4.508 (4.667)] [KD 5.455 (5.556)] +2024-10-12 22:01:35,021 - Train: 43.67% [546300/1251000] [436.7/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.001808] [CE 3.849 (4.702)] [KD 5.231 (5.543)] +2024-10-12 22:01:42,407 - Train: 43.67% [546350/1251000] [436.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.001808] [CE 4.430 (4.763)] [KD 5.575 (5.599)] +2024-10-12 22:01:49,876 - Train: 43.68% [546400/1251000] [436.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.001808] [CE 4.696 (4.753)] [KD 5.500 (5.604)] +2024-10-12 22:01:57,551 - Train: 43.68% [546450/1251000] [436.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.001808] [CE 4.883 (4.608)] [KD 5.437 (5.487)] +2024-10-12 22:02:05,250 - Train: 43.69% [546500/1251000] [436.9/1000.0] [batch_t 0.144 (0.154)] [data_t 0.005] [optim_t 0.139] [lr 0.001808] [CE 4.469 (4.659)] [KD 5.337 (5.556)] +2024-10-12 22:02:12,667 - Train: 43.69% [546550/1251000] [436.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001808] [CE 5.153 (4.676)] [KD 5.914 (5.567)] +2024-10-12 22:02:20,300 - Train: 43.69% [546600/1251000] [436.9/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001807] [CE 4.764 (4.776)] [KD 5.407 (5.603)] +2024-10-12 22:02:27,675 - Train: 43.70% [546650/1251000] [437.0/1000.0] [batch_t 0.143 (0.147)] [data_t 0.003] [optim_t 0.140] [lr 0.001807] [CE 4.405 (4.655)] [KD 5.338 (5.554)] +2024-10-12 22:02:39,030 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 31804] [top5_cnt 42922] [top_all 50000] +2024-10-12 22:02:39,030 - net: 63.608 (85.844) +2024-10-12 22:02:44,840 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 35331] [top5_cnt 44880] [top_all 50000] +2024-10-12 22:02:44,841 - net_E: 70.662 (89.760) +2024-10-12 22:02:44,977 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.662 (epoch: 437)] +2024-10-12 22:02:44,977 - ==> Total time: 1 day, 0:15:36 Eta: 1 day, 7:15:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 22:02:49,600 - Train: 43.70% [546700/1251000] [437.0/1000.0] [batch_t 0.149 (0.180)] [data_t 0.005] [optim_t 0.143] [lr 0.001807] [CE 4.321 (4.630)] [KD 5.280 (5.478)] +2024-10-12 22:02:57,172 - Train: 43.71% [546750/1251000] [437.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001807] [CE 4.461 (4.725)] [KD 5.614 (5.563)] +2024-10-12 22:03:04,921 - Train: 43.71% [546800/1251000] [437.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.001807] [CE 4.714 (4.688)] [KD 5.809 (5.480)] +2024-10-12 22:03:12,448 - Train: 43.71% [546850/1251000] [437.1/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.001806] [CE 4.690 (4.715)] [KD 5.287 (5.558)] +2024-10-12 22:03:20,070 - Train: 43.72% [546900/1251000] [437.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001806] [CE 4.537 (4.687)] [KD 5.543 (5.524)] +2024-10-12 22:03:27,523 - Train: 43.72% [546950/1251000] [437.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001806] [CE 4.980 (4.722)] [KD 5.556 (5.565)] +2024-10-12 22:03:35,306 - Train: 43.73% [547000/1251000] [437.3/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.001806] [CE 4.913 (4.698)] [KD 5.559 (5.545)] +2024-10-12 22:03:42,731 - Train: 43.73% [547050/1251000] [437.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001806] [CE 4.812 (4.606)] [KD 5.681 (5.466)] +2024-10-12 22:03:50,389 - Train: 43.73% [547100/1251000] [437.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.001805] [CE 5.181 (4.745)] [KD 5.984 (5.565)] +2024-10-12 22:03:57,981 - Train: 43.74% [547150/1251000] [437.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001805] [CE 4.643 (4.696)] [KD 5.663 (5.517)] +2024-10-12 22:04:05,552 - Train: 43.74% [547200/1251000] [437.4/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.001805] [CE 4.640 (4.677)] [KD 5.549 (5.498)] +2024-10-12 22:04:13,005 - Train: 43.75% [547250/1251000] [437.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.001805] [CE 4.739 (4.692)] [KD 5.467 (5.515)] +2024-10-12 22:04:20,533 - Train: 43.75% [547300/1251000] [437.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001805] [CE 4.283 (4.686)] [KD 5.523 (5.500)] +2024-10-12 22:04:28,069 - Train: 43.75% [547350/1251000] [437.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001805] [CE 4.625 (4.664)] [KD 5.281 (5.483)] +2024-10-12 22:04:35,468 - Train: 43.76% [547400/1251000] [437.6/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.001804] [CE 4.513 (4.698)] [KD 5.468 (5.477)] +2024-10-12 22:04:43,237 - Train: 43.76% [547450/1251000] [437.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.001804] [CE 4.557 (4.730)] [KD 5.840 (5.678)] +2024-10-12 22:04:50,706 - Train: 43.76% [547500/1251000] [437.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001804] [CE 5.063 (4.705)] [KD 5.992 (5.553)] +2024-10-12 22:04:58,492 - Train: 43.77% [547550/1251000] [437.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.001804] [CE 4.711 (4.674)] [KD 5.627 (5.513)] +2024-10-12 22:05:06,135 - Train: 43.77% [547600/1251000] [437.7/1000.0] [batch_t 0.157 (0.153)] [data_t 0.003] [optim_t 0.154] [lr 0.001804] [CE 4.994 (4.744)] [KD 5.854 (5.582)] +2024-10-12 22:05:13,929 - Train: 43.78% [547650/1251000] [437.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.001803] [CE 3.920 (4.723)] [KD 5.316 (5.610)] +2024-10-12 22:05:21,419 - Train: 43.78% [547700/1251000] [437.8/1000.0] [batch_t 0.158 (0.150)] [data_t 0.005] [optim_t 0.153] [lr 0.001803] [CE 5.052 (4.720)] [KD 5.956 (5.627)] +2024-10-12 22:05:28,990 - Train: 43.78% [547750/1251000] [437.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001803] [CE 4.391 (4.745)] [KD 5.516 (5.586)] +2024-10-12 22:05:36,404 - Train: 43.79% [547800/1251000] [437.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.001803] [CE 4.840 (4.644)] [KD 5.804 (5.553)] +2024-10-12 22:05:44,275 - Train: 43.79% [547850/1251000] [437.9/1000.0] [batch_t 0.141 (0.157)] [data_t 0.003] [optim_t 0.138] [lr 0.001803] [CE 5.189 (4.710)] [KD 5.929 (5.623)] +2024-10-12 22:05:51,839 - Train: 43.80% [547900/1251000] [438.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001803] [CE 4.466 (4.661)] [KD 5.414 (5.591)] +2024-10-12 22:06:03,214 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 31740] [top5_cnt 42767] [top_all 50000] +2024-10-12 22:06:03,215 - net: 63.480 (85.534) +2024-10-12 22:06:09,056 - Test (net_E): 100.00% [50/50] [batch_t 0.030 (0.106)] [top1_cnt 35300] [top5_cnt 44916] [top_all 50000] +2024-10-12 22:06:09,056 - net_E: 70.600 (89.832) +2024-10-12 22:06:09,216 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.662 (epoch: 437)] +2024-10-12 22:06:09,217 - ==> Total time: 1 day, 0:19:00 Eta: 1 day, 7:12:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 22:06:13,170 - Train: 43.80% [547950/1251000] [438.0/1000.0] [batch_t 0.145 (0.210)] [data_t 0.005] [optim_t 0.140] [lr 0.001802] [CE 3.777 (4.763)] [KD 5.046 (5.577)] +2024-10-12 22:06:20,739 - Train: 43.80% [548000/1251000] [438.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001802] [CE 4.469 (4.676)] [KD 5.425 (5.542)] +2024-10-12 22:06:28,307 - Train: 43.81% [548050/1251000] [438.1/1000.0] [batch_t 0.162 (0.151)] [data_t 0.005] [optim_t 0.157] [lr 0.001802] [CE 4.651 (4.740)] [KD 5.334 (5.507)] +2024-10-12 22:06:35,755 - Train: 43.81% [548100/1251000] [438.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.001802] [CE 5.248 (4.703)] [KD 5.546 (5.496)] +2024-10-12 22:06:43,320 - Train: 43.82% [548150/1251000] [438.2/1000.0] [batch_t 0.289 (0.151)] [data_t 0.003] [optim_t 0.287] [lr 0.001802] [CE 4.293 (4.655)] [KD 5.417 (5.559)] +2024-10-12 22:06:50,786 - Train: 43.82% [548200/1251000] [438.2/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.001801] [CE 5.121 (4.705)] [KD 5.829 (5.534)] +2024-10-12 22:06:58,440 - Train: 43.82% [548250/1251000] [438.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.001801] [CE 4.776 (4.662)] [KD 5.621 (5.500)] +2024-10-12 22:07:06,120 - Train: 43.83% [548300/1251000] [438.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001801] [CE 5.010 (4.691)] [KD 5.472 (5.513)] +2024-10-12 22:07:13,662 - Train: 43.83% [548350/1251000] [438.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001801] [CE 4.503 (4.670)] [KD 5.155 (5.485)] +2024-10-12 22:07:21,203 - Train: 43.84% [548400/1251000] [438.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001801] [CE 4.737 (4.660)] [KD 5.841 (5.482)] +2024-10-12 22:07:28,708 - Train: 43.84% [548450/1251000] [438.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001801] [CE 4.252 (4.685)] [KD 5.214 (5.458)] +2024-10-12 22:07:36,238 - Train: 43.84% [548500/1251000] [438.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001800] [CE 4.802 (4.795)] [KD 5.745 (5.580)] +2024-10-12 22:07:43,718 - Train: 43.85% [548550/1251000] [438.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001800] [CE 4.940 (4.646)] [KD 5.424 (5.485)] +2024-10-12 22:07:51,126 - Train: 43.85% [548600/1251000] [438.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.006] [optim_t 0.139] [lr 0.001800] [CE 4.923 (4.693)] [KD 5.761 (5.531)] +2024-10-12 22:07:58,507 - Train: 43.86% [548650/1251000] [438.6/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001800] [CE 4.647 (4.777)] [KD 5.665 (5.603)] +2024-10-12 22:08:06,419 - Train: 43.86% [548700/1251000] [438.6/1000.0] [batch_t 0.145 (0.158)] [data_t 0.004] [optim_t 0.141] [lr 0.001800] [CE 4.833 (4.784)] [KD 5.617 (5.563)] +2024-10-12 22:08:13,929 - Train: 43.86% [548750/1251000] [438.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001799] [CE 4.560 (4.670)] [KD 5.811 (5.534)] +2024-10-12 22:08:21,422 - Train: 43.87% [548800/1251000] [438.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001799] [CE 4.785 (4.690)] [KD 5.614 (5.494)] +2024-10-12 22:08:28,789 - Train: 43.87% [548850/1251000] [438.7/1000.0] [batch_t 0.149 (0.147)] [data_t 0.008] [optim_t 0.141] [lr 0.001799] [CE 4.578 (4.747)] [KD 5.532 (5.547)] +2024-10-12 22:08:36,373 - Train: 43.88% [548900/1251000] [438.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001799] [CE 4.952 (4.739)] [KD 5.676 (5.560)] +2024-10-12 22:08:43,921 - Train: 43.88% [548950/1251000] [438.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001799] [CE 4.548 (4.647)] [KD 5.171 (5.512)] +2024-10-12 22:08:51,445 - Train: 43.88% [549000/1251000] [438.8/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.001799] [CE 4.864 (4.730)] [KD 5.768 (5.603)] +2024-10-12 22:08:58,877 - Train: 43.89% [549050/1251000] [438.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001798] [CE 5.170 (4.803)] [KD 5.740 (5.637)] +2024-10-12 22:09:06,570 - Train: 43.89% [549100/1251000] [438.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001798] [CE 4.581 (4.662)] [KD 5.746 (5.572)] +2024-10-12 22:09:14,287 - Train: 43.90% [549150/1251000] [439.0/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.001798] [CE 4.863 (4.753)] [KD 5.383 (5.560)] +2024-10-12 22:09:25,588 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 32241] [top5_cnt 43088] [top_all 50000] +2024-10-12 22:09:25,588 - net: 64.482 (86.176) +2024-10-12 22:09:31,374 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 35316] [top5_cnt 44901] [top_all 50000] +2024-10-12 22:09:31,375 - net_E: 70.632 (89.802) +2024-10-12 22:09:31,525 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.662 (epoch: 437)] +2024-10-12 22:09:31,526 - ==> Total time: 1 day, 0:22:22 Eta: 1 day, 7:08:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 22:09:35,064 - Train: 43.90% [549200/1251000] [439.0/1000.0] [batch_t 0.146 (0.199)] [data_t 0.006] [optim_t 0.140] [lr 0.001798] [CE 5.124 (4.759)] [KD 5.851 (5.541)] +2024-10-12 22:09:42,640 - Train: 43.90% [549250/1251000] [439.0/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001798] [CE 4.353 (4.700)] [KD 5.251 (5.550)] +2024-10-12 22:09:50,170 - Train: 43.91% [549300/1251000] [439.1/1000.0] [batch_t 0.153 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.001797] [CE 4.718 (4.705)] [KD 5.683 (5.529)] +2024-10-12 22:09:57,649 - Train: 43.91% [549350/1251000] [439.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001797] [CE 4.591 (4.671)] [KD 5.849 (5.567)] +2024-10-12 22:10:05,219 - Train: 43.92% [549400/1251000] [439.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001797] [CE 4.641 (4.628)] [KD 5.894 (5.594)] +2024-10-12 22:10:12,612 - Train: 43.92% [549450/1251000] [439.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001797] [CE 4.833 (4.672)] [KD 5.548 (5.619)] +2024-10-12 22:10:20,093 - Train: 43.92% [549500/1251000] [439.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.001797] [CE 4.318 (4.726)] [KD 5.319 (5.634)] +2024-10-12 22:10:27,886 - Train: 43.93% [549550/1251000] [439.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.006] [optim_t 0.145] [lr 0.001797] [CE 4.597 (4.619)] [KD 5.558 (5.534)] +2024-10-12 22:10:35,279 - Train: 43.93% [549600/1251000] [439.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001796] [CE 4.672 (4.694)] [KD 5.471 (5.462)] +2024-10-12 22:10:42,884 - Train: 43.94% [549650/1251000] [439.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001796] [CE 5.204 (4.709)] [KD 5.805 (5.554)] +2024-10-12 22:10:50,547 - Train: 43.94% [549700/1251000] [439.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001796] [CE 5.115 (4.732)] [KD 5.710 (5.500)] +2024-10-12 22:10:58,065 - Train: 43.94% [549750/1251000] [439.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001796] [CE 4.323 (4.657)] [KD 5.584 (5.551)] +2024-10-12 22:11:05,596 - Train: 43.95% [549800/1251000] [439.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001796] [CE 4.288 (4.684)] [KD 5.635 (5.598)] +2024-10-12 22:11:13,021 - Train: 43.95% [549850/1251000] [439.5/1000.0] [batch_t 0.154 (0.148)] [data_t 0.003] [optim_t 0.152] [lr 0.001795] [CE 4.665 (4.699)] [KD 5.559 (5.519)] +2024-10-12 22:11:20,523 - Train: 43.96% [549900/1251000] [439.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001795] [CE 4.906 (4.663)] [KD 5.898 (5.578)] +2024-10-12 22:11:28,211 - Train: 43.96% [549950/1251000] [439.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001795] [CE 4.637 (4.751)] [KD 5.466 (5.613)] +2024-10-12 22:11:35,881 - Train: 43.96% [550000/1251000] [439.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001795] [CE 4.354 (4.713)] [KD 5.510 (5.582)] +2024-10-12 22:11:43,401 - Train: 43.97% [550050/1251000] [439.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001795] [CE 4.306 (4.676)] [KD 5.540 (5.473)] +2024-10-12 22:11:50,944 - Train: 43.97% [550100/1251000] [439.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001795] [CE 5.138 (4.709)] [KD 5.703 (5.538)] +2024-10-12 22:11:58,473 - Train: 43.98% [550150/1251000] [439.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.001794] [CE 4.891 (4.674)] [KD 5.794 (5.559)] +2024-10-12 22:12:06,062 - Train: 43.98% [550200/1251000] [439.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001794] [CE 4.838 (4.686)] [KD 5.483 (5.486)] +2024-10-12 22:12:13,610 - Train: 43.98% [550250/1251000] [439.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001794] [CE 4.955 (4.746)] [KD 5.834 (5.544)] +2024-10-12 22:12:21,098 - Train: 43.99% [550300/1251000] [439.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001794] [CE 5.206 (4.611)] [KD 5.559 (5.530)] +2024-10-12 22:12:28,695 - Train: 43.99% [550350/1251000] [439.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001794] [CE 4.912 (4.734)] [KD 5.754 (5.570)] +2024-10-12 22:12:36,370 - Train: 44.00% [550400/1251000] [440.0/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.001793] [CE 4.612 (4.705)] [KD 5.595 (5.574)] +2024-10-12 22:12:48,068 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 31848] [top5_cnt 42850] [top_all 50000] +2024-10-12 22:12:48,068 - net: 63.696 (85.700) +2024-10-12 22:12:53,823 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35297] [top5_cnt 44882] [top_all 50000] +2024-10-12 22:12:53,823 - net_E: 70.594 (89.764) +2024-10-12 22:12:53,955 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.662 (epoch: 437)] +2024-10-12 22:12:53,955 - ==> Total time: 1 day, 0:25:45 Eta: 1 day, 7:05:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 22:12:57,626 - Train: 44.00% [550450/1251000] [440.0/1000.0] [batch_t 0.147 (0.192)] [data_t 0.005] [optim_t 0.142] [lr 0.001793] [CE 4.530 (4.684)] [KD 5.692 (5.633)] +2024-10-12 22:13:05,344 - Train: 44.00% [550500/1251000] [440.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.001793] [CE 4.584 (4.687)] [KD 5.386 (5.495)] +2024-10-12 22:13:12,728 - Train: 44.01% [550550/1251000] [440.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.001793] [CE 4.808 (4.703)] [KD 5.609 (5.619)] +2024-10-12 22:13:20,275 - Train: 44.01% [550600/1251000] [440.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.001793] [CE 4.755 (4.705)] [KD 5.716 (5.482)] +2024-10-12 22:13:27,809 - Train: 44.02% [550650/1251000] [440.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.001792] [CE 4.915 (4.763)] [KD 5.439 (5.527)] +2024-10-12 22:13:35,346 - Train: 44.02% [550700/1251000] [440.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001792] [CE 4.750 (4.736)] [KD 5.560 (5.519)] +2024-10-12 22:13:42,733 - Train: 44.02% [550750/1251000] [440.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.001792] [CE 4.906 (4.717)] [KD 5.557 (5.584)] +2024-10-12 22:13:50,335 - Train: 44.03% [550800/1251000] [440.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001792] [CE 4.958 (4.695)] [KD 5.644 (5.505)] +2024-10-12 22:13:58,010 - Train: 44.03% [550850/1251000] [440.3/1000.0] [batch_t 0.157 (0.153)] [data_t 0.003] [optim_t 0.154] [lr 0.001792] [CE 4.463 (4.672)] [KD 5.272 (5.571)] +2024-10-12 22:14:05,539 - Train: 44.04% [550900/1251000] [440.4/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.001792] [CE 4.532 (4.705)] [KD 5.463 (5.528)] +2024-10-12 22:14:13,051 - Train: 44.04% [550950/1251000] [440.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001791] [CE 4.905 (4.784)] [KD 5.417 (5.585)] +2024-10-12 22:14:20,438 - Train: 44.04% [551000/1251000] [440.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.001791] [CE 4.644 (4.777)] [KD 5.218 (5.513)] +2024-10-12 22:14:27,995 - Train: 44.05% [551050/1251000] [440.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001791] [CE 4.792 (4.748)] [KD 5.866 (5.560)] +2024-10-12 22:14:35,535 - Train: 44.05% [551100/1251000] [440.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001791] [CE 4.523 (4.707)] [KD 5.219 (5.536)] +2024-10-12 22:14:43,079 - Train: 44.06% [551150/1251000] [440.6/1000.0] [batch_t 0.157 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.001791] [CE 4.209 (4.703)] [KD 5.291 (5.537)] +2024-10-12 22:14:50,584 - Train: 44.06% [551200/1251000] [440.6/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.001790] [CE 5.053 (4.756)] [KD 5.429 (5.572)] +2024-10-12 22:14:58,190 - Train: 44.06% [551250/1251000] [440.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001790] [CE 4.521 (4.679)] [KD 5.659 (5.535)] +2024-10-12 22:15:05,774 - Train: 44.07% [551300/1251000] [440.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001790] [CE 4.929 (4.777)] [KD 5.509 (5.593)] +2024-10-12 22:15:13,317 - Train: 44.07% [551350/1251000] [440.7/1000.0] [batch_t 0.156 (0.151)] [data_t 0.009] [optim_t 0.148] [lr 0.001790] [CE 4.807 (4.701)] [KD 5.701 (5.582)] +2024-10-12 22:15:20,773 - Train: 44.08% [551400/1251000] [440.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.001790] [CE 4.841 (4.641)] [KD 5.636 (5.540)] +2024-10-12 22:15:28,305 - Train: 44.08% [551450/1251000] [440.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001790] [CE 4.375 (4.649)] [KD 5.348 (5.483)] +2024-10-12 22:15:35,951 - Train: 44.08% [551500/1251000] [440.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001789] [CE 4.774 (4.680)] [KD 5.633 (5.598)] +2024-10-12 22:15:43,597 - Train: 44.09% [551550/1251000] [440.9/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.001789] [CE 4.784 (4.723)] [KD 5.824 (5.628)] +2024-10-12 22:15:51,102 - Train: 44.09% [551600/1251000] [440.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.001789] [CE 4.666 (4.659)] [KD 5.407 (5.538)] +2024-10-12 22:15:58,685 - Train: 44.10% [551650/1251000] [441.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.001789] [CE 5.009 (4.734)] [KD 5.155 (5.509)] +2024-10-12 22:16:10,555 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 32104] [top5_cnt 42894] [top_all 50000] +2024-10-12 22:16:10,556 - net: 64.208 (85.788) +2024-10-12 22:16:16,348 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 35306] [top5_cnt 44941] [top_all 50000] +2024-10-12 22:16:16,349 - net_E: 70.612 (89.882) +2024-10-12 22:16:16,461 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.662 (epoch: 437)] +2024-10-12 22:16:16,461 - ==> Total time: 1 day, 0:29:07 Eta: 1 day, 7:02:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 22:16:20,010 - Train: 44.10% [551700/1251000] [441.0/1000.0] [batch_t 0.148 (0.204)] [data_t 0.005] [optim_t 0.143] [lr 0.001789] [CE 4.891 (4.712)] [KD 5.650 (5.525)] +2024-10-12 22:16:27,404 - Train: 44.10% [551750/1251000] [441.0/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.001788] [CE 4.340 (4.675)] [KD 5.683 (5.484)] +2024-10-12 22:16:35,090 - Train: 44.11% [551800/1251000] [441.1/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.001788] [CE 4.923 (4.712)] [KD 5.616 (5.477)] +2024-10-12 22:16:43,046 - Train: 44.11% [551850/1251000] [441.1/1000.0] [batch_t 0.149 (0.159)] [data_t 0.005] [optim_t 0.144] [lr 0.001788] [CE 4.562 (4.659)] [KD 5.530 (5.520)] +2024-10-12 22:16:50,830 - Train: 44.12% [551900/1251000] [441.2/1000.0] [batch_t 0.282 (0.156)] [data_t 0.005] [optim_t 0.277] [lr 0.001788] [CE 4.895 (4.693)] [KD 5.475 (5.598)] +2024-10-12 22:16:58,415 - Train: 44.12% [551950/1251000] [441.2/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.001788] [CE 4.891 (4.687)] [KD 5.636 (5.535)] +2024-10-12 22:17:05,884 - Train: 44.12% [552000/1251000] [441.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001788] [CE 4.963 (4.714)] [KD 5.714 (5.556)] +2024-10-12 22:17:13,332 - Train: 44.13% [552050/1251000] [441.3/1000.0] [batch_t 0.156 (0.149)] [data_t 0.004] [optim_t 0.152] [lr 0.001787] [CE 4.168 (4.667)] [KD 5.322 (5.544)] +2024-10-12 22:17:20,860 - Train: 44.13% [552100/1251000] [441.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.001787] [CE 5.080 (4.748)] [KD 5.823 (5.539)] +2024-10-12 22:17:28,565 - Train: 44.14% [552150/1251000] [441.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.006] [optim_t 0.140] [lr 0.001787] [CE 4.672 (4.728)] [KD 5.679 (5.537)] +2024-10-12 22:17:36,110 - Train: 44.14% [552200/1251000] [441.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001787] [CE 4.560 (4.660)] [KD 5.568 (5.479)] +2024-10-12 22:17:43,796 - Train: 44.14% [552250/1251000] [441.4/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.001787] [CE 4.877 (4.722)] [KD 5.678 (5.556)] +2024-10-12 22:17:51,532 - Train: 44.15% [552300/1251000] [441.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001786] [CE 4.340 (4.706)] [KD 5.387 (5.554)] +2024-10-12 22:17:59,013 - Train: 44.15% [552350/1251000] [441.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001786] [CE 5.076 (4.630)] [KD 5.778 (5.534)] +2024-10-12 22:18:06,429 - Train: 44.16% [552400/1251000] [441.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.001786] [CE 4.923 (4.706)] [KD 5.681 (5.501)] +2024-10-12 22:18:14,010 - Train: 44.16% [552450/1251000] [441.6/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.001786] [CE 5.128 (4.701)] [KD 5.621 (5.574)] +2024-10-12 22:18:21,494 - Train: 44.16% [552500/1251000] [441.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001786] [CE 4.672 (4.640)] [KD 5.462 (5.531)] +2024-10-12 22:18:28,935 - Train: 44.17% [552550/1251000] [441.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001786] [CE 4.263 (4.673)] [KD 5.182 (5.547)] +2024-10-12 22:18:36,685 - Train: 44.17% [552600/1251000] [441.7/1000.0] [batch_t 0.162 (0.155)] [data_t 0.004] [optim_t 0.158] [lr 0.001785] [CE 4.537 (4.686)] [KD 5.276 (5.493)] +2024-10-12 22:18:44,329 - Train: 44.18% [552650/1251000] [441.8/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.001785] [CE 4.163 (4.670)] [KD 5.361 (5.513)] +2024-10-12 22:18:52,124 - Train: 44.18% [552700/1251000] [441.8/1000.0] [batch_t 0.145 (0.156)] [data_t 0.005] [optim_t 0.140] [lr 0.001785] [CE 4.196 (4.711)] [KD 5.490 (5.563)] +2024-10-12 22:18:59,903 - Train: 44.18% [552750/1251000] [441.8/1000.0] [batch_t 0.146 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.001785] [CE 4.511 (4.768)] [KD 5.645 (5.550)] +2024-10-12 22:19:07,322 - Train: 44.19% [552800/1251000] [441.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.001785] [CE 4.780 (4.684)] [KD 5.267 (5.494)] +2024-10-12 22:19:14,777 - Train: 44.19% [552850/1251000] [441.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001784] [CE 4.632 (4.687)] [KD 5.853 (5.531)] +2024-10-12 22:19:22,252 - Train: 44.20% [552900/1251000] [442.0/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.001784] [CE 4.778 (4.646)] [KD 5.836 (5.570)] +2024-10-12 22:19:34,170 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 32435] [top5_cnt 43214] [top_all 50000] +2024-10-12 22:19:34,171 - net: 64.870 (86.428) +2024-10-12 22:19:40,170 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 35307] [top5_cnt 44928] [top_all 50000] +2024-10-12 22:19:40,171 - net_E: 70.614 (89.856) +2024-10-12 22:19:40,314 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.662 (epoch: 437)] +2024-10-12 22:19:40,315 - ==> Total time: 1 day, 0:32:31 Eta: 1 day, 6:58:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 22:19:43,547 - Train: 44.20% [552950/1251000] [442.0/1000.0] [batch_t 0.153 (0.224)] [data_t 0.006] [optim_t 0.147] [lr 0.001784] [CE 4.664 (4.596)] [KD 5.592 (5.358)] +2024-10-12 22:19:51,109 - Train: 44.20% [553000/1251000] [442.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001784] [CE 4.847 (4.730)] [KD 5.602 (5.482)] +2024-10-12 22:19:58,977 - Train: 44.21% [553050/1251000] [442.1/1000.0] [batch_t 0.147 (0.157)] [data_t 0.006] [optim_t 0.140] [lr 0.001784] [CE 4.799 (4.670)] [KD 5.511 (5.465)] +2024-10-12 22:20:06,677 - Train: 44.21% [553100/1251000] [442.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.007] [optim_t 0.140] [lr 0.001784] [CE 4.790 (4.704)] [KD 5.464 (5.476)] +2024-10-12 22:20:14,174 - Train: 44.22% [553150/1251000] [442.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.001783] [CE 5.145 (4.799)] [KD 5.706 (5.567)] +2024-10-12 22:20:22,033 - Train: 44.22% [553200/1251000] [442.2/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.001783] [CE 4.270 (4.685)] [KD 5.395 (5.506)] +2024-10-12 22:20:29,478 - Train: 44.22% [553250/1251000] [442.2/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001783] [CE 4.869 (4.726)] [KD 6.063 (5.552)] +2024-10-12 22:20:37,025 - Train: 44.23% [553300/1251000] [442.3/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.001783] [CE 4.785 (4.715)] [KD 5.411 (5.532)] +2024-10-12 22:20:44,620 - Train: 44.23% [553350/1251000] [442.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.001783] [CE 4.196 (4.664)] [KD 5.173 (5.515)] +2024-10-12 22:20:52,130 - Train: 44.24% [553400/1251000] [442.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001782] [CE 4.812 (4.682)] [KD 5.661 (5.507)] +2024-10-12 22:20:59,875 - Train: 44.24% [553450/1251000] [442.4/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.001782] [CE 4.376 (4.648)] [KD 5.277 (5.518)] +2024-10-12 22:21:07,559 - Train: 44.24% [553500/1251000] [442.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.001782] [CE 4.776 (4.663)] [KD 5.851 (5.458)] +2024-10-12 22:21:14,961 - Train: 44.25% [553550/1251000] [442.5/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.001782] [CE 4.653 (4.742)] [KD 5.504 (5.559)] +2024-10-12 22:21:22,609 - Train: 44.25% [553600/1251000] [442.5/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.001782] [CE 4.321 (4.773)] [KD 5.377 (5.643)] +2024-10-12 22:21:30,204 - Train: 44.26% [553650/1251000] [442.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001781] [CE 4.697 (4.655)] [KD 5.587 (5.531)] +2024-10-12 22:21:37,591 - Train: 44.26% [553700/1251000] [442.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001781] [CE 3.764 (4.629)] [KD 5.032 (5.458)] +2024-10-12 22:21:45,090 - Train: 44.26% [553750/1251000] [442.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001781] [CE 5.086 (4.570)] [KD 5.514 (5.431)] +2024-10-12 22:21:52,491 - Train: 44.27% [553800/1251000] [442.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.140] [lr 0.001781] [CE 5.104 (4.735)] [KD 5.377 (5.615)] +2024-10-12 22:21:59,987 - Train: 44.27% [553850/1251000] [442.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.001781] [CE 4.858 (4.695)] [KD 5.849 (5.593)] +2024-10-12 22:22:07,823 - Train: 44.28% [553900/1251000] [442.8/1000.0] [batch_t 0.144 (0.157)] [data_t 0.004] [optim_t 0.140] [lr 0.001781] [CE 5.021 (4.751)] [KD 5.663 (5.543)] +2024-10-12 22:22:15,409 - Train: 44.28% [553950/1251000] [442.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001780] [CE 4.938 (4.692)] [KD 5.738 (5.522)] +2024-10-12 22:22:22,773 - Train: 44.28% [554000/1251000] [442.8/1000.0] [batch_t 0.144 (0.147)] [data_t 0.004] [optim_t 0.140] [lr 0.001780] [CE 4.590 (4.754)] [KD 5.511 (5.561)] +2024-10-12 22:22:30,487 - Train: 44.29% [554050/1251000] [442.9/1000.0] [batch_t 0.144 (0.154)] [data_t 0.007] [optim_t 0.138] [lr 0.001780] [CE 4.887 (4.788)] [KD 6.029 (5.625)] +2024-10-12 22:22:37,875 - Train: 44.29% [554100/1251000] [442.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.001780] [CE 5.267 (4.694)] [KD 5.878 (5.553)] +2024-10-12 22:22:45,250 - Train: 44.30% [554150/1251000] [443.0/1000.0] [batch_t 0.150 (0.147)] [data_t 0.007] [optim_t 0.143] [lr 0.001780] [CE 4.453 (4.723)] [KD 5.625 (5.578)] +2024-10-12 22:22:57,288 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.109)] [top1_cnt 32272] [top5_cnt 43101] [top_all 50000] +2024-10-12 22:22:57,289 - net: 64.544 (86.202) +2024-10-12 22:23:03,090 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35297] [top5_cnt 44907] [top_all 50000] +2024-10-12 22:23:03,090 - net_E: 70.594 (89.814) +2024-10-12 22:23:03,238 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.662 (epoch: 437)] +2024-10-12 22:23:03,239 - ==> Total time: 1 day, 0:35:54 Eta: 1 day, 6:55:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 22:23:07,838 - Train: 44.30% [554200/1251000] [443.0/1000.0] [batch_t 0.147 (0.237)] [data_t 0.005] [optim_t 0.143] [lr 0.001779] [CE 5.192 (4.740)] [KD 5.823 (5.666)] +2024-10-12 22:23:15,565 - Train: 44.30% [554250/1251000] [443.0/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001779] [CE 5.000 (4.646)] [KD 5.726 (5.514)] +2024-10-12 22:23:23,133 - Train: 44.31% [554300/1251000] [443.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001779] [CE 4.296 (4.702)] [KD 5.534 (5.456)] +2024-10-12 22:23:30,704 - Train: 44.31% [554350/1251000] [443.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001779] [CE 4.448 (4.664)] [KD 5.654 (5.513)] +2024-10-12 22:23:38,631 - Train: 44.32% [554400/1251000] [443.2/1000.0] [batch_t 0.148 (0.158)] [data_t 0.003] [optim_t 0.145] [lr 0.001779] [CE 4.696 (4.672)] [KD 5.518 (5.493)] +2024-10-12 22:23:46,095 - Train: 44.32% [554450/1251000] [443.2/1000.0] [batch_t 0.155 (0.149)] [data_t 0.003] [optim_t 0.151] [lr 0.001779] [CE 4.549 (4.658)] [KD 5.447 (5.452)] +2024-10-12 22:23:53,562 - Train: 44.32% [554500/1251000] [443.2/1000.0] [batch_t 0.156 (0.149)] [data_t 0.006] [optim_t 0.150] [lr 0.001778] [CE 4.262 (4.613)] [KD 5.076 (5.422)] +2024-10-12 22:24:01,008 - Train: 44.33% [554550/1251000] [443.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.001778] [CE 4.535 (4.683)] [KD 5.445 (5.486)] +2024-10-12 22:24:08,558 - Train: 44.33% [554600/1251000] [443.3/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.001778] [CE 4.157 (4.718)] [KD 5.315 (5.505)] +2024-10-12 22:24:16,261 - Train: 44.34% [554650/1251000] [443.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001778] [CE 4.493 (4.689)] [KD 5.530 (5.480)] +2024-10-12 22:24:24,084 - Train: 44.34% [554700/1251000] [443.4/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.001778] [CE 4.995 (4.680)] [KD 5.948 (5.565)] +2024-10-12 22:24:31,775 - Train: 44.34% [554750/1251000] [443.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001777] [CE 4.898 (4.700)] [KD 5.590 (5.546)] +2024-10-12 22:24:39,370 - Train: 44.35% [554800/1251000] [443.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001777] [CE 5.006 (4.743)] [KD 5.690 (5.604)] +2024-10-12 22:24:46,936 - Train: 44.35% [554850/1251000] [443.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001777] [CE 4.365 (4.787)] [KD 5.608 (5.613)] +2024-10-12 22:24:54,421 - Train: 44.36% [554900/1251000] [443.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001777] [CE 4.820 (4.642)] [KD 5.370 (5.555)] +2024-10-12 22:25:02,124 - Train: 44.36% [554950/1251000] [443.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.001777] [CE 5.172 (4.729)] [KD 5.989 (5.640)] +2024-10-12 22:25:09,639 - Train: 44.36% [555000/1251000] [443.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001777] [CE 4.488 (4.672)] [KD 5.522 (5.538)] +2024-10-12 22:25:17,326 - Train: 44.37% [555050/1251000] [443.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001776] [CE 4.597 (4.696)] [KD 5.621 (5.496)] +2024-10-12 22:25:24,913 - Train: 44.37% [555100/1251000] [443.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.001776] [CE 5.022 (4.737)] [KD 5.687 (5.524)] +2024-10-12 22:25:32,641 - Train: 44.38% [555150/1251000] [443.8/1000.0] [batch_t 0.282 (0.154)] [data_t 0.004] [optim_t 0.278] [lr 0.001776] [CE 4.802 (4.669)] [KD 5.380 (5.446)] +2024-10-12 22:25:40,069 - Train: 44.38% [555200/1251000] [443.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.007] [optim_t 0.141] [lr 0.001776] [CE 4.152 (4.650)] [KD 5.350 (5.490)] +2024-10-12 22:25:47,835 - Train: 44.38% [555250/1251000] [443.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001776] [CE 4.935 (4.714)] [KD 5.821 (5.507)] +2024-10-12 22:25:55,423 - Train: 44.39% [555300/1251000] [443.9/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.001775] [CE 5.092 (4.677)] [KD 5.566 (5.475)] +2024-10-12 22:26:02,968 - Train: 44.39% [555350/1251000] [443.9/1000.0] [batch_t 0.143 (0.151)] [data_t 0.004] [optim_t 0.139] [lr 0.001775] [CE 5.082 (4.645)] [KD 6.012 (5.510)] +2024-10-12 22:26:10,447 - Train: 44.40% [555400/1251000] [444.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001775] [CE 4.723 (4.671)] [KD 5.612 (5.531)] +2024-10-12 22:26:22,594 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 29036] [top5_cnt 40526] [top_all 50000] +2024-10-12 22:26:22,594 - net: 58.072 (81.052) +2024-10-12 22:26:28,571 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 35312] [top5_cnt 44913] [top_all 50000] +2024-10-12 22:26:28,572 - net_E: 70.624 (89.826) +2024-10-12 22:26:28,731 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.662 (epoch: 437)] +2024-10-12 22:26:28,731 - ==> Total time: 1 day, 0:39:19 Eta: 1 day, 6:52:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 22:26:31,521 - Train: 44.40% [555450/1251000] [444.0/1000.0] [batch_t 0.146 (0.213)] [data_t 0.004] [optim_t 0.142] [lr 0.001775] [CE 4.689 (4.761)] [KD 5.582 (5.515)] +2024-10-12 22:26:39,071 - Train: 44.40% [555500/1251000] [444.0/1000.0] [batch_t 0.165 (0.151)] [data_t 0.003] [optim_t 0.161] [lr 0.001775] [CE 4.133 (4.711)] [KD 5.459 (5.575)] +2024-10-12 22:26:47,017 - Train: 44.41% [555550/1251000] [444.1/1000.0] [batch_t 0.145 (0.159)] [data_t 0.003] [optim_t 0.143] [lr 0.001775] [CE 4.628 (4.713)] [KD 5.294 (5.523)] +2024-10-12 22:26:54,580 - Train: 44.41% [555600/1251000] [444.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001774] [CE 5.142 (4.659)] [KD 5.449 (5.456)] +2024-10-12 22:27:02,088 - Train: 44.42% [555650/1251000] [444.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001774] [CE 4.585 (4.761)] [KD 5.374 (5.550)] +2024-10-12 22:27:09,502 - Train: 44.42% [555700/1251000] [444.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001774] [CE 4.689 (4.728)] [KD 5.452 (5.561)] +2024-10-12 22:27:17,000 - Train: 44.42% [555750/1251000] [444.2/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.001774] [CE 4.815 (4.707)] [KD 5.652 (5.544)] +2024-10-12 22:27:24,642 - Train: 44.43% [555800/1251000] [444.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001774] [CE 4.655 (4.676)] [KD 5.501 (5.513)] +2024-10-12 22:27:32,057 - Train: 44.43% [555850/1251000] [444.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.001773] [CE 4.767 (4.762)] [KD 5.604 (5.549)] +2024-10-12 22:27:39,711 - Train: 44.44% [555900/1251000] [444.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.001773] [CE 4.467 (4.677)] [KD 5.394 (5.472)] +2024-10-12 22:27:47,240 - Train: 44.44% [555950/1251000] [444.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001773] [CE 4.892 (4.714)] [KD 5.734 (5.503)] +2024-10-12 22:27:54,782 - Train: 44.44% [556000/1251000] [444.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001773] [CE 4.716 (4.652)] [KD 5.713 (5.515)] +2024-10-12 22:28:02,224 - Train: 44.45% [556050/1251000] [444.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.001773] [CE 4.425 (4.709)] [KD 5.399 (5.535)] +2024-10-12 22:28:09,989 - Train: 44.45% [556100/1251000] [444.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001773] [CE 4.060 (4.795)] [KD 5.190 (5.593)] +2024-10-12 22:28:17,613 - Train: 44.46% [556150/1251000] [444.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.001772] [CE 4.824 (4.632)] [KD 5.379 (5.456)] +2024-10-12 22:28:25,059 - Train: 44.46% [556200/1251000] [444.6/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.001772] [CE 4.773 (4.786)] [KD 5.621 (5.532)] +2024-10-12 22:28:32,568 - Train: 44.46% [556250/1251000] [444.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.001772] [CE 4.426 (4.624)] [KD 5.098 (5.521)] +2024-10-12 22:28:40,075 - Train: 44.47% [556300/1251000] [444.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001772] [CE 4.932 (4.722)] [KD 5.612 (5.486)] +2024-10-12 22:28:47,616 - Train: 44.47% [556350/1251000] [444.7/1000.0] [batch_t 0.158 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.001772] [CE 5.022 (4.692)] [KD 5.623 (5.585)] +2024-10-12 22:28:55,511 - Train: 44.48% [556400/1251000] [444.8/1000.0] [batch_t 0.144 (0.158)] [data_t 0.005] [optim_t 0.139] [lr 0.001771] [CE 4.609 (4.676)] [KD 5.453 (5.578)] +2024-10-12 22:29:03,035 - Train: 44.48% [556450/1251000] [444.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.001771] [CE 5.024 (4.731)] [KD 5.649 (5.541)] +2024-10-12 22:29:10,434 - Train: 44.48% [556500/1251000] [444.8/1000.0] [batch_t 0.156 (0.148)] [data_t 0.004] [optim_t 0.151] [lr 0.001771] [CE 4.402 (4.695)] [KD 5.199 (5.553)] +2024-10-12 22:29:17,941 - Train: 44.49% [556550/1251000] [444.9/1000.0] [batch_t 0.249 (0.150)] [data_t 0.007] [optim_t 0.241] [lr 0.001771] [CE 4.504 (4.699)] [KD 5.695 (5.520)] +2024-10-12 22:29:25,377 - Train: 44.49% [556600/1251000] [444.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001771] [CE 4.798 (4.738)] [KD 5.304 (5.537)] +2024-10-12 22:29:32,854 - Train: 44.50% [556650/1251000] [445.0/1000.0] [batch_t 0.259 (0.149)] [data_t 0.004] [optim_t 0.255] [lr 0.001770] [CE 4.360 (4.711)] [KD 5.421 (5.527)] +2024-10-12 22:29:45,117 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 32546] [top5_cnt 43254] [top_all 50000] +2024-10-12 22:29:45,117 - net: 65.092 (86.508) +2024-10-12 22:29:50,966 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35312] [top5_cnt 44906] [top_all 50000] +2024-10-12 22:29:50,966 - net_E: 70.624 (89.812) +2024-10-12 22:29:51,130 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.662 (epoch: 437)] +2024-10-12 22:29:51,130 - ==> Total time: 1 day, 0:42:42 Eta: 1 day, 6:49:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 22:29:54,131 - Train: 44.50% [556700/1251000] [445.0/1000.0] [batch_t 0.144 (0.242)] [data_t 0.005] [optim_t 0.139] [lr 0.001770] [CE 4.210 (4.604)] [KD 5.307 (5.339)] +2024-10-12 22:30:01,927 - Train: 44.50% [556750/1251000] [445.0/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.001770] [CE 4.679 (4.677)] [KD 5.286 (5.473)] +2024-10-12 22:30:09,349 - Train: 44.51% [556800/1251000] [445.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001770] [CE 4.630 (4.722)] [KD 5.482 (5.548)] +2024-10-12 22:30:16,758 - Train: 44.51% [556850/1251000] [445.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001770] [CE 4.423 (4.691)] [KD 5.399 (5.550)] +2024-10-12 22:30:24,145 - Train: 44.52% [556900/1251000] [445.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.140] [lr 0.001770] [CE 4.828 (4.703)] [KD 5.534 (5.545)] +2024-10-12 22:30:31,514 - Train: 44.52% [556950/1251000] [445.2/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.001769] [CE 4.873 (4.664)] [KD 5.745 (5.519)] +2024-10-12 22:30:39,160 - Train: 44.52% [557000/1251000] [445.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001769] [CE 4.369 (4.726)] [KD 5.570 (5.581)] +2024-10-12 22:30:46,891 - Train: 44.53% [557050/1251000] [445.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001769] [CE 4.756 (4.679)] [KD 5.421 (5.502)] +2024-10-12 22:30:54,409 - Train: 44.53% [557100/1251000] [445.3/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.001769] [CE 5.052 (4.645)] [KD 5.596 (5.422)] +2024-10-12 22:31:01,872 - Train: 44.54% [557150/1251000] [445.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001769] [CE 4.442 (4.689)] [KD 5.190 (5.416)] +2024-10-12 22:31:09,387 - Train: 44.54% [557200/1251000] [445.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001768] [CE 4.789 (4.723)] [KD 5.731 (5.561)] +2024-10-12 22:31:16,769 - Train: 44.54% [557250/1251000] [445.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001768] [CE 4.691 (4.718)] [KD 5.547 (5.543)] +2024-10-12 22:31:24,286 - Train: 44.55% [557300/1251000] [445.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001768] [CE 5.015 (4.686)] [KD 5.555 (5.485)] +2024-10-12 22:31:31,802 - Train: 44.55% [557350/1251000] [445.5/1000.0] [batch_t 0.143 (0.150)] [data_t 0.003] [optim_t 0.140] [lr 0.001768] [CE 4.914 (4.678)] [KD 5.745 (5.534)] +2024-10-12 22:31:39,341 - Train: 44.56% [557400/1251000] [445.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001768] [CE 4.710 (4.743)] [KD 5.582 (5.506)] +2024-10-12 22:31:46,878 - Train: 44.56% [557450/1251000] [445.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001768] [CE 4.757 (4.659)] [KD 5.334 (5.529)] +2024-10-12 22:31:54,499 - Train: 44.56% [557500/1251000] [445.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001767] [CE 5.040 (4.675)] [KD 5.725 (5.530)] +2024-10-12 22:32:02,011 - Train: 44.57% [557550/1251000] [445.7/1000.0] [batch_t 0.257 (0.150)] [data_t 0.005] [optim_t 0.252] [lr 0.001767] [CE 4.495 (4.779)] [KD 5.414 (5.600)] +2024-10-12 22:32:09,621 - Train: 44.57% [557600/1251000] [445.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001767] [CE 4.658 (4.711)] [KD 5.542 (5.502)] +2024-10-12 22:32:17,113 - Train: 44.58% [557650/1251000] [445.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001767] [CE 4.661 (4.650)] [KD 5.163 (5.466)] +2024-10-12 22:32:24,484 - Train: 44.58% [557700/1251000] [445.8/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.140] [lr 0.001767] [CE 5.318 (4.706)] [KD 5.649 (5.568)] +2024-10-12 22:32:31,820 - Train: 44.58% [557750/1251000] [445.8/1000.0] [batch_t 0.146 (0.147)] [data_t 0.006] [optim_t 0.141] [lr 0.001766] [CE 4.456 (4.691)] [KD 5.411 (5.497)] +2024-10-12 22:32:39,166 - Train: 44.59% [557800/1251000] [445.9/1000.0] [batch_t 0.145 (0.147)] [data_t 0.004] [optim_t 0.141] [lr 0.001766] [CE 4.567 (4.608)] [KD 5.407 (5.435)] +2024-10-12 22:32:46,758 - Train: 44.59% [557850/1251000] [445.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001766] [CE 4.564 (4.704)] [KD 5.458 (5.531)] +2024-10-12 22:32:54,403 - Train: 44.60% [557900/1251000] [446.0/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001766] [CE 4.946 (4.780)] [KD 5.704 (5.636)] +2024-10-12 22:33:06,919 - Test (net): 100.00% [50/50] [batch_t 0.090 (0.107)] [top1_cnt 31731] [top5_cnt 42702] [top_all 50000] +2024-10-12 22:33:06,920 - net: 63.462 (85.404) +2024-10-12 22:33:12,829 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35326] [top5_cnt 44922] [top_all 50000] +2024-10-12 22:33:12,829 - net_E: 70.652 (89.844) +2024-10-12 22:33:13,145 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.662 (epoch: 437)] +2024-10-12 22:33:13,145 - ==> Total time: 1 day, 0:46:04 Eta: 1 day, 6:45:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 22:33:15,761 - Train: 44.60% [557950/1251000] [446.0/1000.0] [batch_t 0.145 (0.264)] [data_t 0.003] [optim_t 0.142] [lr 0.001766] [CE 4.449 (4.627)] [KD 5.177 (5.404)] +2024-10-12 22:33:23,449 - Train: 44.60% [558000/1251000] [446.0/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001766] [CE 4.978 (4.658)] [KD 5.721 (5.446)] +2024-10-12 22:33:30,998 - Train: 44.61% [558050/1251000] [446.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.001765] [CE 4.830 (4.749)] [KD 5.861 (5.483)] +2024-10-12 22:33:38,557 - Train: 44.61% [558100/1251000] [446.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.007] [optim_t 0.144] [lr 0.001765] [CE 4.450 (4.653)] [KD 5.448 (5.464)] +2024-10-12 22:33:45,974 - Train: 44.62% [558150/1251000] [446.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001765] [CE 4.527 (4.648)] [KD 5.756 (5.446)] +2024-10-12 22:33:53,603 - Train: 44.62% [558200/1251000] [446.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001765] [CE 4.401 (4.707)] [KD 5.592 (5.545)] +2024-10-12 22:34:01,151 - Train: 44.62% [558250/1251000] [446.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001765] [CE 4.244 (4.723)] [KD 5.767 (5.560)] +2024-10-12 22:34:08,807 - Train: 44.63% [558300/1251000] [446.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001764] [CE 5.017 (4.709)] [KD 5.630 (5.554)] +2024-10-12 22:34:16,199 - Train: 44.63% [558350/1251000] [446.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001764] [CE 4.754 (4.762)] [KD 5.641 (5.558)] +2024-10-12 22:34:23,705 - Train: 44.64% [558400/1251000] [446.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001764] [CE 4.846 (4.715)] [KD 5.733 (5.551)] +2024-10-12 22:34:31,334 - Train: 44.64% [558450/1251000] [446.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001764] [CE 4.585 (4.659)] [KD 5.646 (5.484)] +2024-10-12 22:34:38,834 - Train: 44.64% [558500/1251000] [446.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001764] [CE 4.828 (4.664)] [KD 5.127 (5.507)] +2024-10-12 22:34:46,279 - Train: 44.65% [558550/1251000] [446.5/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.139] [lr 0.001764] [CE 4.621 (4.670)] [KD 5.395 (5.486)] +2024-10-12 22:34:53,650 - Train: 44.65% [558600/1251000] [446.5/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.001763] [CE 4.881 (4.680)] [KD 5.660 (5.473)] +2024-10-12 22:35:01,147 - Train: 44.66% [558650/1251000] [446.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.001763] [CE 4.529 (4.680)] [KD 5.468 (5.482)] +2024-10-12 22:35:08,701 - Train: 44.66% [558700/1251000] [446.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001763] [CE 4.914 (4.712)] [KD 5.824 (5.513)] +2024-10-12 22:35:16,331 - Train: 44.66% [558750/1251000] [446.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.001763] [CE 4.964 (4.724)] [KD 5.926 (5.557)] +2024-10-12 22:35:23,938 - Train: 44.67% [558800/1251000] [446.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001763] [CE 5.033 (4.684)] [KD 5.576 (5.553)] +2024-10-12 22:35:31,500 - Train: 44.67% [558850/1251000] [446.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.001762] [CE 4.818 (4.673)] [KD 5.629 (5.474)] +2024-10-12 22:35:39,105 - Train: 44.68% [558900/1251000] [446.8/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.001762] [CE 4.680 (4.678)] [KD 5.534 (5.607)] +2024-10-12 22:35:46,516 - Train: 44.68% [558950/1251000] [446.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001762] [CE 4.910 (4.668)] [KD 5.723 (5.516)] +2024-10-12 22:35:54,105 - Train: 44.68% [559000/1251000] [446.8/1000.0] [batch_t 0.330 (0.152)] [data_t 0.004] [optim_t 0.326] [lr 0.001762] [CE 5.019 (4.796)] [KD 5.698 (5.594)] +2024-10-12 22:36:01,574 - Train: 44.69% [559050/1251000] [446.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.001762] [CE 5.213 (4.678)] [KD 5.726 (5.470)] +2024-10-12 22:36:09,269 - Train: 44.69% [559100/1251000] [446.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001761] [CE 4.719 (4.693)] [KD 5.457 (5.497)] +2024-10-12 22:36:16,879 - Train: 44.70% [559150/1251000] [447.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001761] [CE 4.600 (4.710)] [KD 5.447 (5.618)] +2024-10-12 22:36:29,801 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 32272] [top5_cnt 43158] [top_all 50000] +2024-10-12 22:36:29,802 - net: 64.544 (86.316) +2024-10-12 22:36:35,639 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 35331] [top5_cnt 44944] [top_all 50000] +2024-10-12 22:36:35,640 - net_E: 70.662 (89.888) +2024-10-12 22:36:35,837 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.662 (epoch: 437)] +2024-10-12 22:36:35,838 - ==> Total time: 1 day, 0:49:26 Eta: 1 day, 6:42:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 22:36:38,500 - Train: 44.70% [559200/1251000] [447.0/1000.0] [batch_t 0.146 (0.284)] [data_t 0.004] [optim_t 0.142] [lr 0.001761] [CE 4.387 (4.681)] [KD 5.372 (5.705)] +2024-10-12 22:36:45,934 - Train: 44.70% [559250/1251000] [447.0/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.001761] [CE 4.540 (4.711)] [KD 5.276 (5.457)] +2024-10-12 22:36:53,364 - Train: 44.71% [559300/1251000] [447.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001761] [CE 4.855 (4.735)] [KD 5.754 (5.477)] +2024-10-12 22:37:01,071 - Train: 44.71% [559350/1251000] [447.1/1000.0] [batch_t 0.144 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.001761] [CE 5.109 (4.713)] [KD 5.560 (5.521)] +2024-10-12 22:37:08,783 - Train: 44.72% [559400/1251000] [447.2/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.001760] [CE 4.632 (4.639)] [KD 5.471 (5.473)] +2024-10-12 22:37:16,306 - Train: 44.72% [559450/1251000] [447.2/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001760] [CE 4.681 (4.719)] [KD 5.489 (5.517)] +2024-10-12 22:37:23,961 - Train: 44.72% [559500/1251000] [447.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001760] [CE 4.667 (4.668)] [KD 5.592 (5.524)] +2024-10-12 22:37:31,449 - Train: 44.73% [559550/1251000] [447.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001760] [CE 4.425 (4.710)] [KD 5.651 (5.501)] +2024-10-12 22:37:38,876 - Train: 44.73% [559600/1251000] [447.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001760] [CE 4.646 (4.719)] [KD 5.471 (5.526)] +2024-10-12 22:37:46,408 - Train: 44.74% [559650/1251000] [447.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001759] [CE 4.969 (4.653)] [KD 6.090 (5.500)] +2024-10-12 22:37:53,811 - Train: 44.74% [559700/1251000] [447.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001759] [CE 5.251 (4.770)] [KD 5.816 (5.566)] +2024-10-12 22:38:01,517 - Train: 44.74% [559750/1251000] [447.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001759] [CE 4.632 (4.767)] [KD 5.398 (5.628)] +2024-10-12 22:38:09,038 - Train: 44.75% [559800/1251000] [447.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001759] [CE 4.392 (4.714)] [KD 5.470 (5.526)] +2024-10-12 22:38:16,610 - Train: 44.75% [559850/1251000] [447.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001759] [CE 4.717 (4.672)] [KD 5.280 (5.481)] +2024-10-12 22:38:24,127 - Train: 44.76% [559900/1251000] [447.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.001759] [CE 4.582 (4.722)] [KD 5.578 (5.509)] +2024-10-12 22:38:31,723 - Train: 44.76% [559950/1251000] [447.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001758] [CE 4.469 (4.687)] [KD 5.434 (5.554)] +2024-10-12 22:38:39,079 - Train: 44.76% [560000/1251000] [447.6/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.001758] [CE 3.938 (4.649)] [KD 5.023 (5.528)] +2024-10-12 22:38:46,647 - Train: 44.77% [560050/1251000] [447.7/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.001758] [CE 4.512 (4.706)] [KD 5.171 (5.588)] +2024-10-12 22:38:54,021 - Train: 44.77% [560100/1251000] [447.7/1000.0] [batch_t 0.146 (0.147)] [data_t 0.003] [optim_t 0.143] [lr 0.001758] [CE 4.785 (4.658)] [KD 5.365 (5.416)] +2024-10-12 22:39:01,494 - Train: 44.78% [560150/1251000] [447.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.001758] [CE 4.934 (4.655)] [KD 5.564 (5.423)] +2024-10-12 22:39:09,114 - Train: 44.78% [560200/1251000] [447.8/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.001757] [CE 5.129 (4.657)] [KD 5.490 (5.426)] +2024-10-12 22:39:16,571 - Train: 44.78% [560250/1251000] [447.8/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.001757] [CE 4.767 (4.785)] [KD 5.558 (5.549)] +2024-10-12 22:39:24,404 - Train: 44.79% [560300/1251000] [447.9/1000.0] [batch_t 0.145 (0.157)] [data_t 0.003] [optim_t 0.142] [lr 0.001757] [CE 4.740 (4.742)] [KD 5.571 (5.539)] +2024-10-12 22:39:31,981 - Train: 44.79% [560350/1251000] [447.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001757] [CE 4.853 (4.716)] [KD 5.850 (5.578)] +2024-10-12 22:39:39,639 - Train: 44.80% [560400/1251000] [448.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001757] [CE 5.176 (4.707)] [KD 5.722 (5.571)] +2024-10-12 22:39:52,324 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.102)] [top1_cnt 31494] [top5_cnt 42528] [top_all 50000] +2024-10-12 22:39:52,324 - net: 62.988 (85.056) +2024-10-12 22:39:59,448 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35391] [top5_cnt 44931] [top_all 50000] +2024-10-12 22:39:59,448 - net_E: 70.782 (89.862) +2024-10-12 22:39:59,619 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.782 (epoch: 448)] +2024-10-12 22:39:59,619 - ==> Total time: 1 day, 0:52:50 Eta: 1 day, 6:39:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 22:40:08,313 - Train: 44.80% [560450/1251000] [448.0/1000.0] [batch_t 0.156 (0.344)] [data_t 0.005] [optim_t 0.151] [lr 0.001757] [CE 4.358 (4.559)] [KD 5.269 (5.389)] +2024-10-12 22:40:15,680 - Train: 44.80% [560500/1251000] [448.0/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.001756] [CE 4.547 (4.677)] [KD 5.319 (5.479)] +2024-10-12 22:40:23,187 - Train: 44.81% [560550/1251000] [448.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.001756] [CE 4.992 (4.668)] [KD 5.843 (5.522)] +2024-10-12 22:40:30,653 - Train: 44.81% [560600/1251000] [448.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.001756] [CE 4.607 (4.692)] [KD 5.460 (5.577)] +2024-10-12 22:40:38,268 - Train: 44.82% [560650/1251000] [448.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001756] [CE 4.686 (4.733)] [KD 5.532 (5.510)] +2024-10-12 22:40:45,792 - Train: 44.82% [560700/1251000] [448.2/1000.0] [batch_t 0.154 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.001756] [CE 4.849 (4.708)] [KD 5.351 (5.488)] +2024-10-12 22:40:53,465 - Train: 44.82% [560750/1251000] [448.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001755] [CE 4.353 (4.672)] [KD 5.404 (5.448)] +2024-10-12 22:41:00,973 - Train: 44.83% [560800/1251000] [448.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001755] [CE 4.508 (4.625)] [KD 5.355 (5.460)] +2024-10-12 22:41:08,529 - Train: 44.83% [560850/1251000] [448.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001755] [CE 4.876 (4.672)] [KD 5.502 (5.464)] +2024-10-12 22:41:16,075 - Train: 44.84% [560900/1251000] [448.4/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.001755] [CE 4.912 (4.673)] [KD 5.489 (5.478)] +2024-10-12 22:41:23,619 - Train: 44.84% [560950/1251000] [448.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001755] [CE 5.139 (4.683)] [KD 5.484 (5.472)] +2024-10-12 22:41:31,007 - Train: 44.84% [561000/1251000] [448.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001754] [CE 4.743 (4.623)] [KD 5.778 (5.451)] +2024-10-12 22:41:38,401 - Train: 44.85% [561050/1251000] [448.5/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.001754] [CE 4.731 (4.637)] [KD 5.596 (5.529)] +2024-10-12 22:41:45,953 - Train: 44.85% [561100/1251000] [448.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001754] [CE 5.070 (4.735)] [KD 5.818 (5.555)] +2024-10-12 22:41:53,993 - Train: 44.86% [561150/1251000] [448.6/1000.0] [batch_t 0.148 (0.161)] [data_t 0.004] [optim_t 0.144] [lr 0.001754] [CE 4.263 (4.691)] [KD 5.411 (5.509)] +2024-10-12 22:42:01,541 - Train: 44.86% [561200/1251000] [448.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001754] [CE 4.337 (4.707)] [KD 5.287 (5.527)] +2024-10-12 22:42:09,155 - Train: 44.86% [561250/1251000] [448.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.001754] [CE 5.029 (4.702)] [KD 5.791 (5.514)] +2024-10-12 22:42:16,584 - Train: 44.87% [561300/1251000] [448.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.001753] [CE 4.950 (4.667)] [KD 5.486 (5.535)] +2024-10-12 22:42:24,057 - Train: 44.87% [561350/1251000] [448.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.001753] [CE 4.785 (4.765)] [KD 5.808 (5.608)] +2024-10-12 22:42:31,663 - Train: 44.88% [561400/1251000] [448.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.001753] [CE 4.539 (4.712)] [KD 5.503 (5.589)] +2024-10-12 22:42:39,125 - Train: 44.88% [561450/1251000] [448.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.001753] [CE 4.737 (4.649)] [KD 5.578 (5.546)] +2024-10-12 22:42:46,894 - Train: 44.88% [561500/1251000] [448.8/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.001753] [CE 4.711 (4.678)] [KD 5.601 (5.531)] +2024-10-12 22:42:54,586 - Train: 44.89% [561550/1251000] [448.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.001752] [CE 4.949 (4.763)] [KD 5.541 (5.551)] +2024-10-12 22:43:02,250 - Train: 44.89% [561600/1251000] [448.9/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.001752] [CE 4.775 (4.695)] [KD 5.783 (5.591)] +2024-10-12 22:43:09,712 - Train: 44.90% [561650/1251000] [449.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.001752] [CE 4.333 (4.673)] [KD 5.577 (5.517)] +2024-10-12 22:43:22,817 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 32140] [top5_cnt 42994] [top_all 50000] +2024-10-12 22:43:22,817 - net: 64.280 (85.988) +2024-10-12 22:43:28,586 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 35408] [top5_cnt 44939] [top_all 50000] +2024-10-12 22:43:28,586 - net_E: 70.816 (89.878) +2024-10-12 22:43:28,735 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.816 (epoch: 449)] +2024-10-12 22:43:28,736 - ==> Total time: 1 day, 0:56:19 Eta: 1 day, 6:36:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 22:43:32,254 - Train: 44.90% [561700/1251000] [449.0/1000.0] [batch_t 0.514 (0.514)] [data_t 0.347] [optim_t 0.168] [lr 0.001752] [CE 4.857 (4.857)] [KD 5.678 (5.678)] +2024-10-12 22:43:39,722 - Train: 44.90% [561750/1251000] [449.0/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001752] [CE 4.846 (4.745)] [KD 5.888 (5.490)] +2024-10-12 22:43:47,144 - Train: 44.91% [561800/1251000] [449.1/1000.0] [batch_t 0.143 (0.148)] [data_t 0.003] [optim_t 0.140] [lr 0.001752] [CE 4.977 (4.725)] [KD 5.625 (5.515)] +2024-10-12 22:43:54,719 - Train: 44.91% [561850/1251000] [449.1/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.001751] [CE 4.194 (4.741)] [KD 5.124 (5.461)] +2024-10-12 22:44:02,539 - Train: 44.92% [561900/1251000] [449.2/1000.0] [batch_t 0.153 (0.156)] [data_t 0.006] [optim_t 0.147] [lr 0.001751] [CE 4.764 (4.693)] [KD 5.659 (5.520)] +2024-10-12 22:44:10,207 - Train: 44.92% [561950/1251000] [449.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001751] [CE 4.597 (4.661)] [KD 5.300 (5.410)] +2024-10-12 22:44:18,040 - Train: 44.92% [562000/1251000] [449.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001751] [CE 5.122 (4.694)] [KD 6.040 (5.513)] +2024-10-12 22:44:25,767 - Train: 44.93% [562050/1251000] [449.3/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.001751] [CE 4.903 (4.685)] [KD 5.489 (5.475)] +2024-10-12 22:44:33,233 - Train: 44.93% [562100/1251000] [449.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001750] [CE 4.368 (4.725)] [KD 5.317 (5.574)] +2024-10-12 22:44:40,661 - Train: 44.94% [562150/1251000] [449.4/1000.0] [batch_t 0.155 (0.148)] [data_t 0.005] [optim_t 0.150] [lr 0.001750] [CE 4.980 (4.692)] [KD 5.683 (5.516)] +2024-10-12 22:44:48,077 - Train: 44.94% [562200/1251000] [449.4/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001750] [CE 4.684 (4.734)] [KD 5.321 (5.524)] +2024-10-12 22:44:55,598 - Train: 44.94% [562250/1251000] [449.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001750] [CE 5.353 (4.727)] [KD 5.869 (5.566)] +2024-10-12 22:45:03,093 - Train: 44.95% [562300/1251000] [449.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001750] [CE 4.660 (4.667)] [KD 5.372 (5.444)] +2024-10-12 22:45:10,901 - Train: 44.95% [562350/1251000] [449.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001750] [CE 4.502 (4.649)] [KD 5.530 (5.521)] +2024-10-12 22:45:18,695 - Train: 44.96% [562400/1251000] [449.6/1000.0] [batch_t 0.157 (0.156)] [data_t 0.004] [optim_t 0.153] [lr 0.001749] [CE 4.679 (4.695)] [KD 5.353 (5.587)] +2024-10-12 22:45:26,194 - Train: 44.96% [562450/1251000] [449.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.007] [optim_t 0.142] [lr 0.001749] [CE 4.740 (4.757)] [KD 5.812 (5.648)] +2024-10-12 22:45:33,588 - Train: 44.96% [562500/1251000] [449.6/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.001749] [CE 4.850 (4.666)] [KD 5.359 (5.528)] +2024-10-12 22:45:40,964 - Train: 44.97% [562550/1251000] [449.7/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.001749] [CE 5.051 (4.656)] [KD 5.370 (5.458)] +2024-10-12 22:45:48,323 - Train: 44.97% [562600/1251000] [449.7/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.001749] [CE 4.333 (4.673)] [KD 5.499 (5.541)] +2024-10-12 22:45:55,728 - Train: 44.98% [562650/1251000] [449.8/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.001748] [CE 4.352 (4.762)] [KD 5.300 (5.571)] +2024-10-12 22:46:03,485 - Train: 44.98% [562700/1251000] [449.8/1000.0] [batch_t 0.144 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.001748] [CE 5.008 (4.731)] [KD 5.808 (5.509)] +2024-10-12 22:46:11,147 - Train: 44.98% [562750/1251000] [449.8/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.001748] [CE 4.863 (4.649)] [KD 5.470 (5.479)] +2024-10-12 22:46:18,626 - Train: 44.99% [562800/1251000] [449.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.001748] [CE 4.921 (4.693)] [KD 5.397 (5.529)] +2024-10-12 22:46:26,327 - Train: 44.99% [562850/1251000] [449.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001748] [CE 4.854 (4.773)] [KD 5.670 (5.615)] +2024-10-12 22:46:33,731 - Train: 45.00% [562900/1251000] [450.0/1000.0] [batch_t 0.154 (0.148)] [data_t 0.004] [optim_t 0.150] [lr 0.001747] [CE 4.434 (4.756)] [KD 5.109 (5.566)] +2024-10-12 22:46:41,135 - Train: 45.00% [562950/1251000] [450.0/1000.0] [batch_t 0.138 (0.148)] [data_t 0.003] [optim_t 0.134] [lr 0.001747] [CE 4.646 (4.709)] [KD 5.457 (5.576)] +2024-10-12 22:46:46,725 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 31406] [top5_cnt 42524] [top_all 50000] +2024-10-12 22:46:46,726 - net: 62.812 (85.048) +2024-10-12 22:46:52,484 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 35344] [top5_cnt 44942] [top_all 50000] +2024-10-12 22:46:52,484 - net_E: 70.688 (89.884) +2024-10-12 22:46:52,640 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.816 (epoch: 449)] +2024-10-12 22:46:52,640 - ==> Total time: 1 day, 0:59:43 Eta: 1 day, 6:33:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 22:47:02,703 - Train: 45.00% [563000/1251000] [450.0/1000.0] [batch_t 0.145 (0.159)] [data_t 0.003] [optim_t 0.142] [lr 0.001747] [CE 4.992 (4.698)] [KD 5.776 (5.508)] +2024-10-12 22:47:10,194 - Train: 45.01% [563050/1251000] [450.1/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001747] [CE 4.489 (4.649)] [KD 5.531 (5.479)] +2024-10-12 22:47:17,601 - Train: 45.01% [563100/1251000] [450.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.001747] [CE 5.026 (4.759)] [KD 5.563 (5.517)] +2024-10-12 22:47:25,400 - Train: 45.02% [563150/1251000] [450.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001747] [CE 4.427 (4.745)] [KD 5.200 (5.560)] +2024-10-12 22:47:33,077 - Train: 45.02% [563200/1251000] [450.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001746] [CE 4.346 (4.667)] [KD 5.568 (5.494)] +2024-10-12 22:47:40,511 - Train: 45.02% [563250/1251000] [450.2/1000.0] [batch_t 0.154 (0.149)] [data_t 0.007] [optim_t 0.147] [lr 0.001746] [CE 4.277 (4.674)] [KD 5.468 (5.593)] +2024-10-12 22:47:47,944 - Train: 45.03% [563300/1251000] [450.3/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.001746] [CE 3.947 (4.689)] [KD 5.179 (5.487)] +2024-10-12 22:47:55,487 - Train: 45.03% [563350/1251000] [450.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.001746] [CE 4.268 (4.686)] [KD 5.100 (5.528)] +2024-10-12 22:48:03,268 - Train: 45.04% [563400/1251000] [450.4/1000.0] [batch_t 0.157 (0.156)] [data_t 0.005] [optim_t 0.152] [lr 0.001746] [CE 4.995 (4.762)] [KD 5.931 (5.534)] +2024-10-12 22:48:10,967 - Train: 45.04% [563450/1251000] [450.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001745] [CE 4.633 (4.702)] [KD 5.585 (5.502)] +2024-10-12 22:48:18,384 - Train: 45.04% [563500/1251000] [450.4/1000.0] [batch_t 0.153 (0.148)] [data_t 0.004] [optim_t 0.149] [lr 0.001745] [CE 4.757 (4.708)] [KD 5.657 (5.559)] +2024-10-12 22:48:26,059 - Train: 45.05% [563550/1251000] [450.5/1000.0] [batch_t 0.143 (0.153)] [data_t 0.004] [optim_t 0.139] [lr 0.001745] [CE 4.966 (4.720)] [KD 5.806 (5.509)] +2024-10-12 22:48:33,547 - Train: 45.05% [563600/1251000] [450.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001745] [CE 5.058 (4.827)] [KD 5.873 (5.571)] +2024-10-12 22:48:41,068 - Train: 45.06% [563650/1251000] [450.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001745] [CE 4.790 (4.732)] [KD 5.401 (5.534)] +2024-10-12 22:48:48,560 - Train: 45.06% [563700/1251000] [450.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001745] [CE 5.150 (4.794)] [KD 5.633 (5.561)] +2024-10-12 22:48:55,957 - Train: 45.06% [563750/1251000] [450.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.001744] [CE 4.434 (4.691)] [KD 5.348 (5.568)] +2024-10-12 22:49:03,615 - Train: 45.07% [563800/1251000] [450.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001744] [CE 4.549 (4.761)] [KD 5.544 (5.581)] +2024-10-12 22:49:11,112 - Train: 45.07% [563850/1251000] [450.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001744] [CE 4.643 (4.702)] [KD 5.291 (5.531)] +2024-10-12 22:49:18,598 - Train: 45.08% [563900/1251000] [450.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001744] [CE 4.655 (4.742)] [KD 5.455 (5.568)] +2024-10-12 22:49:26,091 - Train: 45.08% [563950/1251000] [450.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001744] [CE 5.179 (4.669)] [KD 5.821 (5.492)] +2024-10-12 22:49:33,701 - Train: 45.08% [564000/1251000] [450.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001743] [CE 5.206 (4.753)] [KD 5.601 (5.593)] +2024-10-12 22:49:41,278 - Train: 45.09% [564050/1251000] [450.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.001743] [CE 4.953 (4.779)] [KD 5.771 (5.571)] +2024-10-12 22:49:48,774 - Train: 45.09% [564100/1251000] [450.9/1000.0] [batch_t 0.154 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.001743] [CE 5.172 (4.696)] [KD 5.685 (5.497)] +2024-10-12 22:49:56,258 - Train: 45.10% [564150/1251000] [451.0/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.001743] [CE 4.237 (4.728)] [KD 5.409 (5.550)] +2024-10-12 22:50:03,887 - Train: 45.10% [564200/1251000] [451.0/1000.0] [batch_t 0.139 (0.152)] [data_t 0.004] [optim_t 0.135] [lr 0.001743] [CE 4.407 (4.696)] [KD 5.415 (5.479)] +2024-10-12 22:50:10,103 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.110)] [top1_cnt 32303] [top5_cnt 43172] [top_all 50000] +2024-10-12 22:50:10,104 - net: 64.606 (86.344) +2024-10-12 22:50:15,953 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 35391] [top5_cnt 44939] [top_all 50000] +2024-10-12 22:50:15,954 - net_E: 70.782 (89.878) +2024-10-12 22:50:16,085 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.816 (epoch: 449)] +2024-10-12 22:50:16,086 - ==> Total time: 1 day, 1:03:07 Eta: 1 day, 6:29:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 22:50:26,925 - Train: 45.10% [564250/1251000] [451.0/1000.0] [batch_t 0.282 (0.163)] [data_t 0.003] [optim_t 0.279] [lr 0.001743] [CE 4.322 (4.677)] [KD 5.472 (5.439)] +2024-10-12 22:50:34,567 - Train: 45.11% [564300/1251000] [451.1/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.001742] [CE 4.777 (4.723)] [KD 5.485 (5.499)] +2024-10-12 22:50:41,967 - Train: 45.11% [564350/1251000] [451.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001742] [CE 4.672 (4.713)] [KD 5.308 (5.513)] +2024-10-12 22:50:49,500 - Train: 45.12% [564400/1251000] [451.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.001742] [CE 4.478 (4.720)] [KD 5.420 (5.501)] +2024-10-12 22:50:56,920 - Train: 45.12% [564450/1251000] [451.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001742] [CE 4.247 (4.618)] [KD 5.293 (5.513)] +2024-10-12 22:51:04,314 - Train: 45.12% [564500/1251000] [451.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.001742] [CE 4.907 (4.582)] [KD 5.610 (5.398)] +2024-10-12 22:51:11,855 - Train: 45.13% [564550/1251000] [451.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001741] [CE 4.534 (4.688)] [KD 5.145 (5.477)] +2024-10-12 22:51:19,406 - Train: 45.13% [564600/1251000] [451.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001741] [CE 4.148 (4.695)] [KD 5.206 (5.478)] +2024-10-12 22:51:27,352 - Train: 45.14% [564650/1251000] [451.4/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.001741] [CE 4.858 (4.705)] [KD 5.377 (5.408)] +2024-10-12 22:51:34,973 - Train: 45.14% [564700/1251000] [451.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001741] [CE 4.673 (4.701)] [KD 5.407 (5.467)] +2024-10-12 22:51:42,365 - Train: 45.14% [564750/1251000] [451.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.008] [optim_t 0.138] [lr 0.001741] [CE 4.297 (4.678)] [KD 5.226 (5.524)] +2024-10-12 22:51:49,793 - Train: 45.15% [564800/1251000] [451.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001740] [CE 3.956 (4.660)] [KD 4.877 (5.482)] +2024-10-12 22:51:57,193 - Train: 45.15% [564850/1251000] [451.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.007] [optim_t 0.141] [lr 0.001740] [CE 4.851 (4.704)] [KD 5.671 (5.517)] +2024-10-12 22:52:04,703 - Train: 45.16% [564900/1251000] [451.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001740] [CE 4.234 (4.674)] [KD 5.261 (5.402)] +2024-10-12 22:52:12,172 - Train: 45.16% [564950/1251000] [451.6/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.001740] [CE 5.239 (4.713)] [KD 5.947 (5.483)] +2024-10-12 22:52:19,760 - Train: 45.16% [565000/1251000] [451.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001740] [CE 4.311 (4.658)] [KD 5.316 (5.527)] +2024-10-12 22:52:27,404 - Train: 45.17% [565050/1251000] [451.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.007] [optim_t 0.139] [lr 0.001740] [CE 4.826 (4.659)] [KD 5.480 (5.424)] +2024-10-12 22:52:35,083 - Train: 45.17% [565100/1251000] [451.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001739] [CE 4.422 (4.723)] [KD 5.801 (5.523)] +2024-10-12 22:52:42,479 - Train: 45.18% [565150/1251000] [451.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.001739] [CE 4.902 (4.666)] [KD 5.528 (5.501)] +2024-10-12 22:52:49,897 - Train: 45.18% [565200/1251000] [451.8/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001739] [CE 4.669 (4.687)] [KD 5.476 (5.459)] +2024-10-12 22:52:57,659 - Train: 45.18% [565250/1251000] [451.8/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.001739] [CE 4.983 (4.639)] [KD 5.492 (5.534)] +2024-10-12 22:53:05,134 - Train: 45.19% [565300/1251000] [451.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.001739] [CE 4.063 (4.685)] [KD 5.416 (5.567)] +2024-10-12 22:53:12,529 - Train: 45.19% [565350/1251000] [451.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.001738] [CE 4.170 (4.671)] [KD 5.289 (5.549)] +2024-10-12 22:53:20,032 - Train: 45.20% [565400/1251000] [452.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001738] [CE 4.860 (4.706)] [KD 5.483 (5.534)] +2024-10-12 22:53:27,323 - Train: 45.20% [565450/1251000] [452.0/1000.0] [batch_t 0.139 (0.146)] [data_t 0.004] [optim_t 0.134] [lr 0.001738] [CE 4.867 (4.744)] [KD 5.762 (5.598)] +2024-10-12 22:53:33,300 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 32386] [top5_cnt 43195] [top_all 50000] +2024-10-12 22:53:33,301 - net: 64.772 (86.390) +2024-10-12 22:53:39,016 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 35394] [top5_cnt 44933] [top_all 50000] +2024-10-12 22:53:39,017 - net_E: 70.788 (89.866) +2024-10-12 22:53:39,167 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.816 (epoch: 449)] +2024-10-12 22:53:39,168 - ==> Total time: 1 day, 1:06:30 Eta: 1 day, 6:26:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 22:53:49,014 - Train: 45.20% [565500/1251000] [452.0/1000.0] [batch_t 0.148 (0.169)] [data_t 0.003] [optim_t 0.145] [lr 0.001738] [CE 4.559 (4.600)] [KD 5.506 (5.406)] +2024-10-12 22:53:56,676 - Train: 45.21% [565550/1251000] [452.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.001738] [CE 4.190 (4.647)] [KD 5.040 (5.486)] +2024-10-12 22:54:04,220 - Train: 45.21% [565600/1251000] [452.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001738] [CE 4.911 (4.631)] [KD 5.543 (5.489)] +2024-10-12 22:54:11,801 - Train: 45.22% [565650/1251000] [452.2/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.001737] [CE 4.398 (4.704)] [KD 5.445 (5.527)] +2024-10-12 22:54:19,264 - Train: 45.22% [565700/1251000] [452.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.001737] [CE 4.455 (4.626)] [KD 5.452 (5.521)] +2024-10-12 22:54:26,724 - Train: 45.22% [565750/1251000] [452.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001737] [CE 5.096 (4.678)] [KD 5.595 (5.454)] +2024-10-12 22:54:34,433 - Train: 45.23% [565800/1251000] [452.3/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.001737] [CE 4.662 (4.678)] [KD 5.507 (5.458)] +2024-10-12 22:54:42,185 - Train: 45.23% [565850/1251000] [452.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001737] [CE 5.153 (4.749)] [KD 5.486 (5.519)] +2024-10-12 22:54:49,728 - Train: 45.24% [565900/1251000] [452.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.001736] [CE 4.862 (4.698)] [KD 5.739 (5.489)] +2024-10-12 22:54:57,221 - Train: 45.24% [565950/1251000] [452.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001736] [CE 4.395 (4.683)] [KD 5.140 (5.511)] +2024-10-12 22:55:04,747 - Train: 45.24% [566000/1251000] [452.4/1000.0] [batch_t 0.255 (0.150)] [data_t 0.008] [optim_t 0.247] [lr 0.001736] [CE 4.148 (4.635)] [KD 5.589 (5.489)] +2024-10-12 22:55:12,253 - Train: 45.25% [566050/1251000] [452.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.001736] [CE 4.479 (4.711)] [KD 5.441 (5.507)] +2024-10-12 22:55:19,857 - Train: 45.25% [566100/1251000] [452.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001736] [CE 4.937 (4.660)] [KD 5.453 (5.476)] +2024-10-12 22:55:27,260 - Train: 45.26% [566150/1251000] [452.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.001736] [CE 5.032 (4.727)] [KD 5.883 (5.570)] +2024-10-12 22:55:34,695 - Train: 45.26% [566200/1251000] [452.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001735] [CE 4.634 (4.679)] [KD 5.421 (5.516)] +2024-10-12 22:55:42,267 - Train: 45.26% [566250/1251000] [452.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001735] [CE 4.957 (4.667)] [KD 5.717 (5.453)] +2024-10-12 22:55:49,793 - Train: 45.27% [566300/1251000] [452.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.001735] [CE 4.890 (4.713)] [KD 5.542 (5.473)] +2024-10-12 22:55:57,554 - Train: 45.27% [566350/1251000] [452.7/1000.0] [batch_t 0.142 (0.155)] [data_t 0.004] [optim_t 0.138] [lr 0.001735] [CE 4.679 (4.734)] [KD 5.380 (5.418)] +2024-10-12 22:56:05,105 - Train: 45.28% [566400/1251000] [452.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.001735] [CE 4.925 (4.714)] [KD 5.531 (5.487)] +2024-10-12 22:56:12,477 - Train: 45.28% [566450/1251000] [452.8/1000.0] [batch_t 0.144 (0.147)] [data_t 0.005] [optim_t 0.139] [lr 0.001734] [CE 4.630 (4.651)] [KD 5.619 (5.480)] +2024-10-12 22:56:20,012 - Train: 45.28% [566500/1251000] [452.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001734] [CE 4.048 (4.696)] [KD 5.361 (5.522)] +2024-10-12 22:56:27,427 - Train: 45.29% [566550/1251000] [452.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001734] [CE 4.652 (4.728)] [KD 5.642 (5.567)] +2024-10-12 22:56:35,040 - Train: 45.29% [566600/1251000] [452.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001734] [CE 4.283 (4.717)] [KD 5.298 (5.507)] +2024-10-12 22:56:42,731 - Train: 45.30% [566650/1251000] [453.0/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001734] [CE 4.812 (4.719)] [KD 5.396 (5.571)] +2024-10-12 22:56:50,164 - Train: 45.30% [566700/1251000] [453.0/1000.0] [batch_t 0.138 (0.149)] [data_t 0.004] [optim_t 0.133] [lr 0.001733] [CE 4.596 (4.663)] [KD 5.431 (5.470)] +2024-10-12 22:56:56,264 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 32350] [top5_cnt 42999] [top_all 50000] +2024-10-12 22:56:56,264 - net: 64.700 (85.998) +2024-10-12 22:57:02,175 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 35410] [top5_cnt 44938] [top_all 50000] +2024-10-12 22:57:02,176 - net_E: 70.820 (89.876) +2024-10-12 22:57:02,328 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.820 (epoch: 453)] +2024-10-12 22:57:02,329 - ==> Total time: 1 day, 1:09:53 Eta: 1 day, 6:23:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 22:57:14,981 - Train: 45.30% [566750/1251000] [453.0/1000.0] [batch_t 0.154 (0.166)] [data_t 0.005] [optim_t 0.149] [lr 0.001733] [CE 4.664 (4.671)] [KD 5.428 (5.468)] +2024-10-12 22:57:22,417 - Train: 45.31% [566800/1251000] [453.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.001733] [CE 4.521 (4.608)] [KD 5.467 (5.496)] +2024-10-12 22:57:29,967 - Train: 45.31% [566850/1251000] [453.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.001733] [CE 4.807 (4.606)] [KD 5.496 (5.422)] +2024-10-12 22:57:37,602 - Train: 45.32% [566900/1251000] [453.2/1000.0] [batch_t 0.286 (0.153)] [data_t 0.004] [optim_t 0.282] [lr 0.001733] [CE 4.928 (4.673)] [KD 5.602 (5.475)] +2024-10-12 22:57:45,120 - Train: 45.32% [566950/1251000] [453.2/1000.0] [batch_t 0.157 (0.150)] [data_t 0.004] [optim_t 0.153] [lr 0.001733] [CE 5.117 (4.726)] [KD 5.619 (5.525)] +2024-10-12 22:57:52,462 - Train: 45.32% [567000/1251000] [453.2/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.001732] [CE 4.159 (4.675)] [KD 5.295 (5.434)] +2024-10-12 22:58:00,071 - Train: 45.33% [567050/1251000] [453.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001732] [CE 4.614 (4.716)] [KD 5.420 (5.485)] +2024-10-12 22:58:07,647 - Train: 45.33% [567100/1251000] [453.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001732] [CE 4.585 (4.633)] [KD 5.419 (5.530)] +2024-10-12 22:58:15,218 - Train: 45.34% [567150/1251000] [453.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001732] [CE 4.858 (4.766)] [KD 5.366 (5.629)] +2024-10-12 22:58:22,700 - Train: 45.34% [567200/1251000] [453.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001732] [CE 4.937 (4.696)] [KD 5.686 (5.519)] +2024-10-12 22:58:30,199 - Train: 45.34% [567250/1251000] [453.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.001731] [CE 4.705 (4.720)] [KD 5.527 (5.479)] +2024-10-12 22:58:37,618 - Train: 45.35% [567300/1251000] [453.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001731] [CE 3.813 (4.745)] [KD 5.070 (5.524)] +2024-10-12 22:58:45,246 - Train: 45.35% [567350/1251000] [453.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001731] [CE 4.673 (4.683)] [KD 5.655 (5.456)] +2024-10-12 22:58:52,724 - Train: 45.36% [567400/1251000] [453.6/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.001731] [CE 4.743 (4.619)] [KD 5.557 (5.484)] +2024-10-12 22:59:00,094 - Train: 45.36% [567450/1251000] [453.6/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.001731] [CE 4.912 (4.726)] [KD 5.569 (5.446)] +2024-10-12 22:59:07,751 - Train: 45.36% [567500/1251000] [453.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001731] [CE 5.031 (4.742)] [KD 6.019 (5.494)] +2024-10-12 22:59:15,169 - Train: 45.37% [567550/1251000] [453.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.001730] [CE 5.074 (4.726)] [KD 5.750 (5.535)] +2024-10-12 22:59:22,803 - Train: 45.37% [567600/1251000] [453.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001730] [CE 4.274 (4.692)] [KD 5.178 (5.566)] +2024-10-12 22:59:30,221 - Train: 45.38% [567650/1251000] [453.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001730] [CE 4.400 (4.733)] [KD 5.411 (5.549)] +2024-10-12 22:59:37,812 - Train: 45.38% [567700/1251000] [453.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.001730] [CE 4.650 (4.675)] [KD 5.178 (5.535)] +2024-10-12 22:59:45,259 - Train: 45.38% [567750/1251000] [453.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.001730] [CE 4.687 (4.676)] [KD 5.610 (5.432)] +2024-10-12 22:59:52,706 - Train: 45.39% [567800/1251000] [453.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001729] [CE 4.882 (4.692)] [KD 5.621 (5.554)] +2024-10-12 23:00:00,080 - Train: 45.39% [567850/1251000] [453.9/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.001729] [CE 4.938 (4.679)] [KD 5.821 (5.524)] +2024-10-12 23:00:07,766 - Train: 45.40% [567900/1251000] [454.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001729] [CE 4.739 (4.751)] [KD 5.393 (5.605)] +2024-10-12 23:00:15,162 - Train: 45.40% [567950/1251000] [454.0/1000.0] [batch_t 0.142 (0.148)] [data_t 0.004] [optim_t 0.138] [lr 0.001729] [CE 5.182 (4.775)] [KD 5.749 (5.585)] +2024-10-12 23:00:21,501 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.109)] [top1_cnt 31877] [top5_cnt 42846] [top_all 50000] +2024-10-12 23:00:21,502 - net: 63.754 (85.692) +2024-10-12 23:00:27,331 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 35450] [top5_cnt 44931] [top_all 50000] +2024-10-12 23:00:27,332 - net_E: 70.900 (89.862) +2024-10-12 23:00:27,469 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.900 (epoch: 454)] +2024-10-12 23:00:27,470 - ==> Total time: 1 day, 1:13:18 Eta: 1 day, 6:19:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 23:00:37,090 - Train: 45.40% [568000/1251000] [454.0/1000.0] [batch_t 0.145 (0.159)] [data_t 0.003] [optim_t 0.142] [lr 0.001729] [CE 4.536 (4.711)] [KD 5.395 (5.453)] +2024-10-12 23:00:44,450 - Train: 45.41% [568050/1251000] [454.1/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.001729] [CE 4.518 (4.660)] [KD 5.448 (5.450)] +2024-10-12 23:00:51,966 - Train: 45.41% [568100/1251000] [454.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.001728] [CE 4.750 (4.698)] [KD 5.365 (5.480)] +2024-10-12 23:00:59,575 - Train: 45.42% [568150/1251000] [454.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001728] [CE 4.821 (4.583)] [KD 5.589 (5.364)] +2024-10-12 23:01:07,343 - Train: 45.42% [568200/1251000] [454.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.007] [optim_t 0.142] [lr 0.001728] [CE 4.617 (4.650)] [KD 5.464 (5.538)] +2024-10-12 23:01:14,747 - Train: 45.42% [568250/1251000] [454.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.001728] [CE 4.937 (4.722)] [KD 5.721 (5.526)] +2024-10-12 23:01:22,256 - Train: 45.43% [568300/1251000] [454.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001728] [CE 4.633 (4.745)] [KD 5.342 (5.566)] +2024-10-12 23:01:29,927 - Train: 45.43% [568350/1251000] [454.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.001727] [CE 4.488 (4.731)] [KD 5.352 (5.518)] +2024-10-12 23:01:37,328 - Train: 45.44% [568400/1251000] [454.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001727] [CE 4.939 (4.725)] [KD 5.564 (5.483)] +2024-10-12 23:01:44,896 - Train: 45.44% [568450/1251000] [454.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001727] [CE 4.854 (4.686)] [KD 5.530 (5.531)] +2024-10-12 23:01:52,511 - Train: 45.44% [568500/1251000] [454.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001727] [CE 4.292 (4.669)] [KD 5.342 (5.452)] +2024-10-12 23:02:00,122 - Train: 45.45% [568550/1251000] [454.5/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.001727] [CE 4.793 (4.722)] [KD 5.621 (5.512)] +2024-10-12 23:02:07,672 - Train: 45.45% [568600/1251000] [454.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001726] [CE 4.957 (4.701)] [KD 5.288 (5.502)] +2024-10-12 23:02:15,056 - Train: 45.46% [568650/1251000] [454.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001726] [CE 4.584 (4.705)] [KD 5.652 (5.550)] +2024-10-12 23:02:22,476 - Train: 45.46% [568700/1251000] [454.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.001726] [CE 4.950 (4.645)] [KD 5.855 (5.499)] +2024-10-12 23:02:30,216 - Train: 45.46% [568750/1251000] [454.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001726] [CE 4.912 (4.645)] [KD 5.525 (5.497)] +2024-10-12 23:02:37,780 - Train: 45.47% [568800/1251000] [454.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001726] [CE 4.792 (4.709)] [KD 5.298 (5.497)] +2024-10-12 23:02:45,296 - Train: 45.47% [568850/1251000] [454.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001726] [CE 4.606 (4.680)] [KD 5.251 (5.456)] +2024-10-12 23:02:52,810 - Train: 45.48% [568900/1251000] [454.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001725] [CE 5.205 (4.736)] [KD 6.017 (5.513)] +2024-10-12 23:03:00,500 - Train: 45.48% [568950/1251000] [454.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001725] [CE 4.798 (4.667)] [KD 5.265 (5.521)] +2024-10-12 23:03:08,129 - Train: 45.48% [569000/1251000] [454.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001725] [CE 4.630 (4.688)] [KD 5.648 (5.535)] +2024-10-12 23:03:15,759 - Train: 45.49% [569050/1251000] [454.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001725] [CE 4.637 (4.703)] [KD 5.476 (5.601)] +2024-10-12 23:03:23,149 - Train: 45.49% [569100/1251000] [454.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001725] [CE 4.170 (4.654)] [KD 5.182 (5.487)] +2024-10-12 23:03:30,549 - Train: 45.50% [569150/1251000] [455.0/1000.0] [batch_t 0.154 (0.148)] [data_t 0.005] [optim_t 0.149] [lr 0.001724] [CE 5.381 (4.750)] [KD 5.884 (5.527)] +2024-10-12 23:03:38,307 - Train: 45.50% [569200/1251000] [455.0/1000.0] [batch_t 0.138 (0.155)] [data_t 0.004] [optim_t 0.134] [lr 0.001724] [CE 4.900 (4.707)] [KD 5.713 (5.492)] +2024-10-12 23:03:44,672 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 32376] [top5_cnt 43108] [top_all 50000] +2024-10-12 23:03:44,673 - net: 64.752 (86.216) +2024-10-12 23:03:50,424 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35419] [top5_cnt 44960] [top_all 50000] +2024-10-12 23:03:50,425 - net_E: 70.838 (89.920) +2024-10-12 23:03:50,559 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.900 (epoch: 454)] +2024-10-12 23:03:50,559 - ==> Total time: 1 day, 1:16:41 Eta: 1 day, 6:16:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 23:03:59,945 - Train: 45.50% [569250/1251000] [455.0/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.001724] [CE 4.777 (4.732)] [KD 5.258 (5.490)] +2024-10-12 23:04:07,400 - Train: 45.51% [569300/1251000] [455.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001724] [CE 5.213 (4.739)] [KD 5.514 (5.485)] +2024-10-12 23:04:15,215 - Train: 45.51% [569350/1251000] [455.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.001724] [CE 5.079 (4.649)] [KD 5.549 (5.409)] +2024-10-12 23:04:22,955 - Train: 45.52% [569400/1251000] [455.2/1000.0] [batch_t 0.144 (0.155)] [data_t 0.005] [optim_t 0.139] [lr 0.001724] [CE 4.411 (4.715)] [KD 5.312 (5.500)] +2024-10-12 23:04:30,412 - Train: 45.52% [569450/1251000] [455.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001723] [CE 3.983 (4.696)] [KD 5.316 (5.554)] +2024-10-12 23:04:37,876 - Train: 45.52% [569500/1251000] [455.2/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.001723] [CE 4.443 (4.673)] [KD 5.447 (5.471)] +2024-10-12 23:04:45,449 - Train: 45.53% [569550/1251000] [455.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001723] [CE 4.771 (4.638)] [KD 5.492 (5.510)] +2024-10-12 23:04:52,997 - Train: 45.53% [569600/1251000] [455.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001723] [CE 4.969 (4.655)] [KD 5.462 (5.522)] +2024-10-12 23:05:00,515 - Train: 45.54% [569650/1251000] [455.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001723] [CE 5.074 (4.743)] [KD 5.773 (5.472)] +2024-10-12 23:05:08,058 - Train: 45.54% [569700/1251000] [455.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001722] [CE 4.518 (4.671)] [KD 5.318 (5.495)] +2024-10-12 23:05:15,650 - Train: 45.54% [569750/1251000] [455.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.001722] [CE 4.485 (4.766)] [KD 5.435 (5.505)] +2024-10-12 23:05:23,310 - Train: 45.55% [569800/1251000] [455.5/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.001722] [CE 4.198 (4.739)] [KD 5.220 (5.465)] +2024-10-12 23:05:30,827 - Train: 45.55% [569850/1251000] [455.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.001722] [CE 4.633 (4.621)] [KD 5.272 (5.489)] +2024-10-12 23:05:38,197 - Train: 45.56% [569900/1251000] [455.6/1000.0] [batch_t 0.148 (0.147)] [data_t 0.006] [optim_t 0.142] [lr 0.001722] [CE 4.801 (4.780)] [KD 5.676 (5.562)] +2024-10-12 23:05:45,586 - Train: 45.56% [569950/1251000] [455.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001721] [CE 4.640 (4.586)] [KD 5.639 (5.409)] +2024-10-12 23:05:53,215 - Train: 45.56% [570000/1251000] [455.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001721] [CE 4.592 (4.697)] [KD 5.329 (5.512)] +2024-10-12 23:06:00,899 - Train: 45.57% [570050/1251000] [455.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001721] [CE 4.422 (4.672)] [KD 5.483 (5.493)] +2024-10-12 23:06:08,372 - Train: 45.57% [570100/1251000] [455.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001721] [CE 5.021 (4.640)] [KD 5.487 (5.438)] +2024-10-12 23:06:16,198 - Train: 45.58% [570150/1251000] [455.8/1000.0] [batch_t 0.164 (0.156)] [data_t 0.003] [optim_t 0.161] [lr 0.001721] [CE 4.529 (4.677)] [KD 5.603 (5.499)] +2024-10-12 23:06:23,786 - Train: 45.58% [570200/1251000] [455.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001721] [CE 4.958 (4.686)] [KD 5.537 (5.486)] +2024-10-12 23:06:31,401 - Train: 45.58% [570250/1251000] [455.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001720] [CE 5.067 (4.650)] [KD 5.701 (5.518)] +2024-10-12 23:06:38,858 - Train: 45.59% [570300/1251000] [455.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001720] [CE 4.567 (4.698)] [KD 5.606 (5.399)] +2024-10-12 23:06:46,301 - Train: 45.59% [570350/1251000] [455.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001720] [CE 4.514 (4.706)] [KD 5.537 (5.494)] +2024-10-12 23:06:53,859 - Train: 45.60% [570400/1251000] [456.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001720] [CE 5.273 (4.711)] [KD 5.830 (5.439)] +2024-10-12 23:07:01,529 - Train: 45.60% [570450/1251000] [456.0/1000.0] [batch_t 0.140 (0.153)] [data_t 0.005] [optim_t 0.135] [lr 0.001720] [CE 4.858 (4.680)] [KD 5.581 (5.487)] +2024-10-12 23:07:08,193 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 32274] [top5_cnt 43008] [top_all 50000] +2024-10-12 23:07:08,193 - net: 64.548 (86.016) +2024-10-12 23:07:13,946 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35435] [top5_cnt 44935] [top_all 50000] +2024-10-12 23:07:13,947 - net_E: 70.870 (89.870) +2024-10-12 23:07:14,072 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.900 (epoch: 454)] +2024-10-12 23:07:14,072 - ==> Total time: 1 day, 1:20:05 Eta: 1 day, 6:13:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 23:07:22,459 - Train: 45.60% [570500/1251000] [456.0/1000.0] [batch_t 0.144 (0.159)] [data_t 0.004] [optim_t 0.140] [lr 0.001719] [CE 4.664 (4.723)] [KD 5.339 (5.423)] +2024-10-12 23:07:30,251 - Train: 45.61% [570550/1251000] [456.1/1000.0] [batch_t 0.143 (0.156)] [data_t 0.004] [optim_t 0.139] [lr 0.001719] [CE 4.861 (4.615)] [KD 5.599 (5.419)] +2024-10-12 23:07:37,938 - Train: 45.61% [570600/1251000] [456.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001719] [CE 4.496 (4.759)] [KD 5.470 (5.507)] +2024-10-12 23:07:45,434 - Train: 45.62% [570650/1251000] [456.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.001719] [CE 4.315 (4.678)] [KD 5.146 (5.494)] +2024-10-12 23:07:52,797 - Train: 45.62% [570700/1251000] [456.2/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.001719] [CE 4.809 (4.662)] [KD 5.369 (5.455)] +2024-10-12 23:08:00,224 - Train: 45.62% [570750/1251000] [456.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.001719] [CE 4.863 (4.644)] [KD 5.424 (5.395)] +2024-10-12 23:08:07,790 - Train: 45.63% [570800/1251000] [456.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001718] [CE 4.305 (4.689)] [KD 5.331 (5.429)] +2024-10-12 23:08:15,352 - Train: 45.63% [570850/1251000] [456.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001718] [CE 4.512 (4.782)] [KD 5.317 (5.515)] +2024-10-12 23:08:23,000 - Train: 45.64% [570900/1251000] [456.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001718] [CE 4.856 (4.693)] [KD 5.608 (5.419)] +2024-10-12 23:08:30,627 - Train: 45.64% [570950/1251000] [456.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001718] [CE 4.722 (4.751)] [KD 5.481 (5.561)] +2024-10-12 23:08:38,280 - Train: 45.64% [571000/1251000] [456.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001718] [CE 4.599 (4.681)] [KD 5.306 (5.437)] +2024-10-12 23:08:45,667 - Train: 45.65% [571050/1251000] [456.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001717] [CE 4.723 (4.759)] [KD 5.542 (5.512)] +2024-10-12 23:08:53,079 - Train: 45.65% [571100/1251000] [456.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001717] [CE 4.647 (4.675)] [KD 5.193 (5.484)] +2024-10-12 23:09:00,605 - Train: 45.66% [571150/1251000] [456.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001717] [CE 5.192 (4.770)] [KD 5.856 (5.548)] +2024-10-12 23:09:08,160 - Train: 45.66% [571200/1251000] [456.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001717] [CE 4.749 (4.700)] [KD 5.440 (5.532)] +2024-10-12 23:09:15,743 - Train: 45.66% [571250/1251000] [456.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.007] [optim_t 0.145] [lr 0.001717] [CE 4.349 (4.657)] [KD 5.343 (5.487)] +2024-10-12 23:09:23,379 - Train: 45.67% [571300/1251000] [456.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.001717] [CE 4.787 (4.726)] [KD 5.730 (5.532)] +2024-10-12 23:09:30,916 - Train: 45.67% [571350/1251000] [456.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001716] [CE 5.294 (4.727)] [KD 5.503 (5.580)] +2024-10-12 23:09:38,498 - Train: 45.68% [571400/1251000] [456.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001716] [CE 4.501 (4.728)] [KD 5.796 (5.530)] +2024-10-12 23:09:46,200 - Train: 45.68% [571450/1251000] [456.8/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.001716] [CE 4.546 (4.684)] [KD 5.555 (5.475)] +2024-10-12 23:09:53,685 - Train: 45.68% [571500/1251000] [456.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001716] [CE 4.432 (4.717)] [KD 5.394 (5.456)] +2024-10-12 23:10:01,214 - Train: 45.69% [571550/1251000] [456.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001716] [CE 4.719 (4.629)] [KD 5.389 (5.402)] +2024-10-12 23:10:08,803 - Train: 45.69% [571600/1251000] [456.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001715] [CE 4.899 (4.717)] [KD 5.620 (5.404)] +2024-10-12 23:10:16,366 - Train: 45.70% [571650/1251000] [457.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001715] [CE 4.310 (4.741)] [KD 5.326 (5.493)] +2024-10-12 23:10:23,913 - Train: 45.70% [571700/1251000] [457.0/1000.0] [batch_t 0.139 (0.151)] [data_t 0.004] [optim_t 0.135] [lr 0.001715] [CE 4.698 (4.728)] [KD 5.466 (5.475)] +2024-10-12 23:10:30,526 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 31544] [top5_cnt 42738] [top_all 50000] +2024-10-12 23:10:30,526 - net: 63.088 (85.476) +2024-10-12 23:10:36,303 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 35406] [top5_cnt 44929] [top_all 50000] +2024-10-12 23:10:36,304 - net_E: 70.812 (89.858) +2024-10-12 23:10:36,421 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.900 (epoch: 454)] +2024-10-12 23:10:36,421 - ==> Total time: 1 day, 1:23:27 Eta: 1 day, 6:10:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 23:10:45,249 - Train: 45.70% [571750/1251000] [457.0/1000.0] [batch_t 0.149 (0.165)] [data_t 0.005] [optim_t 0.144] [lr 0.001715] [CE 5.136 (4.809)] [KD 5.658 (5.469)] +2024-10-12 23:10:52,820 - Train: 45.71% [571800/1251000] [457.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001715] [CE 4.461 (4.693)] [KD 5.469 (5.452)] +2024-10-12 23:11:00,507 - Train: 45.71% [571850/1251000] [457.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.001714] [CE 4.693 (4.670)] [KD 5.664 (5.471)] +2024-10-12 23:11:08,088 - Train: 45.72% [571900/1251000] [457.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001714] [CE 5.110 (4.685)] [KD 5.611 (5.445)] +2024-10-12 23:11:15,464 - Train: 45.72% [571950/1251000] [457.2/1000.0] [batch_t 0.151 (0.147)] [data_t 0.005] [optim_t 0.146] [lr 0.001714] [CE 4.656 (4.688)] [KD 5.309 (5.470)] +2024-10-12 23:11:23,075 - Train: 45.72% [572000/1251000] [457.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001714] [CE 4.494 (4.654)] [KD 5.132 (5.484)] +2024-10-12 23:11:30,580 - Train: 45.73% [572050/1251000] [457.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001714] [CE 4.425 (4.663)] [KD 5.638 (5.406)] +2024-10-12 23:11:38,198 - Train: 45.73% [572100/1251000] [457.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.007] [optim_t 0.142] [lr 0.001714] [CE 4.704 (4.643)] [KD 5.604 (5.410)] +2024-10-12 23:11:45,702 - Train: 45.74% [572150/1251000] [457.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001713] [CE 4.593 (4.632)] [KD 5.606 (5.503)] +2024-10-12 23:11:53,180 - Train: 45.74% [572200/1251000] [457.4/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.139] [lr 0.001713] [CE 4.925 (4.678)] [KD 5.408 (5.517)] +2024-10-12 23:12:00,680 - Train: 45.74% [572250/1251000] [457.4/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.001713] [CE 4.907 (4.659)] [KD 5.729 (5.488)] +2024-10-12 23:12:08,228 - Train: 45.75% [572300/1251000] [457.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001713] [CE 4.751 (4.669)] [KD 5.412 (5.419)] +2024-10-12 23:12:15,805 - Train: 45.75% [572350/1251000] [457.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001713] [CE 3.976 (4.647)] [KD 5.441 (5.439)] +2024-10-12 23:12:23,334 - Train: 45.76% [572400/1251000] [457.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001712] [CE 4.622 (4.655)] [KD 5.292 (5.425)] +2024-10-12 23:12:30,990 - Train: 45.76% [572450/1251000] [457.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001712] [CE 5.200 (4.702)] [KD 5.560 (5.537)] +2024-10-12 23:12:38,550 - Train: 45.76% [572500/1251000] [457.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.007] [optim_t 0.141] [lr 0.001712] [CE 4.809 (4.658)] [KD 5.490 (5.518)] +2024-10-12 23:12:46,093 - Train: 45.77% [572550/1251000] [457.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001712] [CE 4.449 (4.677)] [KD 5.533 (5.594)] +2024-10-12 23:12:53,879 - Train: 45.77% [572600/1251000] [457.7/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.001712] [CE 4.265 (4.653)] [KD 5.431 (5.410)] +2024-10-12 23:13:01,495 - Train: 45.78% [572650/1251000] [457.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001712] [CE 4.967 (4.667)] [KD 5.848 (5.468)] +2024-10-12 23:13:09,121 - Train: 45.78% [572700/1251000] [457.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001711] [CE 4.831 (4.657)] [KD 5.420 (5.465)] +2024-10-12 23:13:16,746 - Train: 45.78% [572750/1251000] [457.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001711] [CE 4.329 (4.692)] [KD 5.286 (5.470)] +2024-10-12 23:13:24,225 - Train: 45.79% [572800/1251000] [457.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001711] [CE 4.522 (4.725)] [KD 5.360 (5.520)] +2024-10-12 23:13:32,067 - Train: 45.79% [572850/1251000] [457.9/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001711] [CE 4.659 (4.692)] [KD 5.465 (5.550)] +2024-10-12 23:13:39,674 - Train: 45.80% [572900/1251000] [458.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001711] [CE 4.681 (4.683)] [KD 5.714 (5.484)] +2024-10-12 23:13:47,183 - Train: 45.80% [572950/1251000] [458.0/1000.0] [batch_t 0.139 (0.150)] [data_t 0.004] [optim_t 0.135] [lr 0.001710] [CE 5.051 (4.642)] [KD 5.590 (5.390)] +2024-10-12 23:13:54,049 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 32334] [top5_cnt 43153] [top_all 50000] +2024-10-12 23:13:54,049 - net: 64.668 (86.306) +2024-10-12 23:13:59,929 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35372] [top5_cnt 44972] [top_all 50000] +2024-10-12 23:13:59,929 - net_E: 70.744 (89.944) +2024-10-12 23:14:00,093 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.900 (epoch: 454)] +2024-10-12 23:14:00,093 - ==> Total time: 1 day, 1:26:51 Eta: 1 day, 6:06:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 23:14:08,636 - Train: 45.80% [573000/1251000] [458.0/1000.0] [batch_t 0.152 (0.165)] [data_t 0.004] [optim_t 0.148] [lr 0.001710] [CE 4.971 (4.716)] [KD 5.835 (5.409)] +2024-10-12 23:14:16,438 - Train: 45.81% [573050/1251000] [458.1/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.001710] [CE 4.802 (4.761)] [KD 5.616 (5.519)] +2024-10-12 23:14:23,946 - Train: 45.81% [573100/1251000] [458.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001710] [CE 5.065 (4.686)] [KD 5.517 (5.459)] +2024-10-12 23:14:31,563 - Train: 45.82% [573150/1251000] [458.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001710] [CE 4.345 (4.673)] [KD 5.473 (5.427)] +2024-10-12 23:14:39,385 - Train: 45.82% [573200/1251000] [458.2/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.001709] [CE 4.737 (4.684)] [KD 5.546 (5.477)] +2024-10-12 23:14:46,928 - Train: 45.82% [573250/1251000] [458.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.002] [optim_t 0.151] [lr 0.001709] [CE 4.647 (4.734)] [KD 5.792 (5.512)] +2024-10-12 23:14:54,504 - Train: 45.83% [573300/1251000] [458.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001709] [CE 4.413 (4.667)] [KD 5.634 (5.478)] +2024-10-12 23:15:02,243 - Train: 45.83% [573350/1251000] [458.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.001709] [CE 5.117 (4.791)] [KD 5.801 (5.483)] +2024-10-12 23:15:09,714 - Train: 45.84% [573400/1251000] [458.4/1000.0] [batch_t 0.157 (0.149)] [data_t 0.005] [optim_t 0.152] [lr 0.001709] [CE 4.923 (4.705)] [KD 5.645 (5.549)] +2024-10-12 23:15:17,587 - Train: 45.84% [573450/1251000] [458.4/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.001709] [CE 4.735 (4.718)] [KD 5.616 (5.440)] +2024-10-12 23:15:25,127 - Train: 45.84% [573500/1251000] [458.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001708] [CE 4.951 (4.663)] [KD 5.635 (5.449)] +2024-10-12 23:15:32,844 - Train: 45.85% [573550/1251000] [458.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001708] [CE 4.353 (4.587)] [KD 5.066 (5.375)] +2024-10-12 23:15:40,312 - Train: 45.85% [573600/1251000] [458.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001708] [CE 4.719 (4.648)] [KD 5.557 (5.510)] +2024-10-12 23:15:47,988 - Train: 45.86% [573650/1251000] [458.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001708] [CE 4.627 (4.749)] [KD 5.589 (5.526)] +2024-10-12 23:15:55,694 - Train: 45.86% [573700/1251000] [458.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.001708] [CE 4.610 (4.686)] [KD 5.375 (5.535)] +2024-10-12 23:16:03,290 - Train: 45.86% [573750/1251000] [458.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001707] [CE 5.055 (4.689)] [KD 5.620 (5.436)] +2024-10-12 23:16:10,922 - Train: 45.87% [573800/1251000] [458.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001707] [CE 4.759 (4.685)] [KD 5.409 (5.476)] +2024-10-12 23:16:18,662 - Train: 45.87% [573850/1251000] [458.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001707] [CE 4.766 (4.668)] [KD 5.594 (5.468)] +2024-10-12 23:16:26,339 - Train: 45.88% [573900/1251000] [458.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.001707] [CE 4.046 (4.724)] [KD 5.112 (5.427)] +2024-10-12 23:16:34,046 - Train: 45.88% [573950/1251000] [458.8/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.001707] [CE 4.636 (4.668)] [KD 5.348 (5.416)] +2024-10-12 23:16:41,568 - Train: 45.88% [574000/1251000] [458.8/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.140] [lr 0.001707] [CE 5.006 (4.678)] [KD 5.764 (5.480)] +2024-10-12 23:16:49,321 - Train: 45.89% [574050/1251000] [458.9/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001706] [CE 4.888 (4.716)] [KD 5.364 (5.513)] +2024-10-12 23:16:56,994 - Train: 45.89% [574100/1251000] [458.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001706] [CE 4.493 (4.617)] [KD 5.481 (5.357)] +2024-10-12 23:17:04,466 - Train: 45.90% [574150/1251000] [459.0/1000.0] [batch_t 0.166 (0.149)] [data_t 0.004] [optim_t 0.161] [lr 0.001706] [CE 4.799 (4.746)] [KD 5.362 (5.488)] +2024-10-12 23:17:12,021 - Train: 45.90% [574200/1251000] [459.0/1000.0] [batch_t 0.139 (0.151)] [data_t 0.004] [optim_t 0.136] [lr 0.001706] [CE 4.678 (4.751)] [KD 5.291 (5.508)] +2024-10-12 23:17:18,954 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 31724] [top5_cnt 42670] [top_all 50000] +2024-10-12 23:17:18,955 - net: 63.448 (85.340) +2024-10-12 23:17:24,931 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35372] [top5_cnt 44969] [top_all 50000] +2024-10-12 23:17:24,932 - net_E: 70.744 (89.938) +2024-10-12 23:17:25,095 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.900 (epoch: 454)] +2024-10-12 23:17:25,095 - ==> Total time: 1 day, 1:30:16 Eta: 1 day, 6:03:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 23:17:33,906 - Train: 45.90% [574250/1251000] [459.0/1000.0] [batch_t 0.149 (0.166)] [data_t 0.004] [optim_t 0.145] [lr 0.001706] [CE 4.904 (4.722)] [KD 5.621 (5.412)] +2024-10-12 23:17:41,495 - Train: 45.91% [574300/1251000] [459.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.001705] [CE 5.083 (4.664)] [KD 5.335 (5.465)] +2024-10-12 23:17:49,120 - Train: 45.91% [574350/1251000] [459.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.001705] [CE 4.652 (4.691)] [KD 5.368 (5.380)] +2024-10-12 23:17:56,692 - Train: 45.92% [574400/1251000] [459.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001705] [CE 4.800 (4.634)] [KD 5.333 (5.476)] +2024-10-12 23:18:04,342 - Train: 45.92% [574450/1251000] [459.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.001705] [CE 4.692 (4.650)] [KD 5.370 (5.401)] +2024-10-12 23:18:11,992 - Train: 45.92% [574500/1251000] [459.2/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.001705] [CE 4.393 (4.689)] [KD 5.191 (5.409)] +2024-10-12 23:18:19,571 - Train: 45.93% [574550/1251000] [459.3/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.001704] [CE 4.859 (4.714)] [KD 5.387 (5.462)] +2024-10-12 23:18:27,240 - Train: 45.93% [574600/1251000] [459.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.001704] [CE 4.480 (4.628)] [KD 5.169 (5.433)] +2024-10-12 23:18:34,723 - Train: 45.94% [574650/1251000] [459.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.001704] [CE 4.703 (4.660)] [KD 5.589 (5.404)] +2024-10-12 23:18:42,393 - Train: 45.94% [574700/1251000] [459.4/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.001704] [CE 4.914 (4.625)] [KD 5.899 (5.411)] +2024-10-12 23:18:50,041 - Train: 45.94% [574750/1251000] [459.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001704] [CE 4.877 (4.660)] [KD 5.601 (5.446)] +2024-10-12 23:18:57,782 - Train: 45.95% [574800/1251000] [459.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.001704] [CE 5.137 (4.668)] [KD 6.051 (5.598)] +2024-10-12 23:19:05,426 - Train: 45.95% [574850/1251000] [459.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001703] [CE 4.523 (4.687)] [KD 5.268 (5.482)] +2024-10-12 23:19:13,012 - Train: 45.96% [574900/1251000] [459.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001703] [CE 4.911 (4.672)] [KD 5.454 (5.466)] +2024-10-12 23:19:20,630 - Train: 45.96% [574950/1251000] [459.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.001703] [CE 4.483 (4.670)] [KD 5.234 (5.458)] +2024-10-12 23:19:28,226 - Train: 45.96% [575000/1251000] [459.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.001703] [CE 4.980 (4.730)] [KD 5.747 (5.466)] +2024-10-12 23:19:35,764 - Train: 45.97% [575050/1251000] [459.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001703] [CE 4.178 (4.701)] [KD 5.315 (5.460)] +2024-10-12 23:19:43,185 - Train: 45.97% [575100/1251000] [459.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001702] [CE 4.820 (4.730)] [KD 5.455 (5.535)] +2024-10-12 23:19:50,606 - Train: 45.98% [575150/1251000] [459.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.001702] [CE 4.847 (4.719)] [KD 5.581 (5.590)] +2024-10-12 23:19:58,439 - Train: 45.98% [575200/1251000] [459.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.001702] [CE 4.865 (4.638)] [KD 5.717 (5.457)] +2024-10-12 23:20:06,129 - Train: 45.98% [575250/1251000] [459.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001702] [CE 4.701 (4.695)] [KD 5.149 (5.456)] +2024-10-12 23:20:13,787 - Train: 45.99% [575300/1251000] [459.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.001702] [CE 4.460 (4.684)] [KD 5.581 (5.467)] +2024-10-12 23:20:21,199 - Train: 45.99% [575350/1251000] [459.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001702] [CE 5.229 (4.666)] [KD 5.922 (5.480)] +2024-10-12 23:20:28,577 - Train: 46.00% [575400/1251000] [460.0/1000.0] [batch_t 0.146 (0.147)] [data_t 0.003] [optim_t 0.143] [lr 0.001701] [CE 4.333 (4.659)] [KD 5.074 (5.471)] +2024-10-12 23:20:36,188 - Train: 46.00% [575450/1251000] [460.0/1000.0] [batch_t 0.142 (0.152)] [data_t 0.003] [optim_t 0.138] [lr 0.001701] [CE 4.793 (4.748)] [KD 5.523 (5.485)] +2024-10-12 23:20:43,278 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 32002] [top5_cnt 42974] [top_all 50000] +2024-10-12 23:20:43,279 - net: 64.004 (85.948) +2024-10-12 23:20:49,081 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 35396] [top5_cnt 44980] [top_all 50000] +2024-10-12 23:20:49,082 - net_E: 70.792 (89.960) +2024-10-12 23:20:49,252 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.900 (epoch: 454)] +2024-10-12 23:20:49,252 - ==> Total time: 1 day, 1:33:40 Eta: 1 day, 6:00:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 23:20:57,237 - Train: 46.00% [575500/1251000] [460.0/1000.0] [batch_t 0.148 (0.160)] [data_t 0.005] [optim_t 0.143] [lr 0.001701] [CE 4.437 (4.722)] [KD 5.189 (5.472)] +2024-10-12 23:21:04,923 - Train: 46.01% [575550/1251000] [460.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001701] [CE 5.064 (4.676)] [KD 5.631 (5.468)] +2024-10-12 23:21:12,476 - Train: 46.01% [575600/1251000] [460.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001701] [CE 4.868 (4.625)] [KD 5.903 (5.470)] +2024-10-12 23:21:20,001 - Train: 46.02% [575650/1251000] [460.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001700] [CE 4.593 (4.641)] [KD 5.761 (5.506)] +2024-10-12 23:21:27,527 - Train: 46.02% [575700/1251000] [460.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.001700] [CE 4.100 (4.682)] [KD 5.029 (5.508)] +2024-10-12 23:21:35,105 - Train: 46.02% [575750/1251000] [460.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.001700] [CE 4.616 (4.647)] [KD 5.464 (5.471)] +2024-10-12 23:21:42,790 - Train: 46.03% [575800/1251000] [460.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.008] [optim_t 0.144] [lr 0.001700] [CE 5.001 (4.695)] [KD 5.740 (5.505)] +2024-10-12 23:21:50,325 - Train: 46.03% [575850/1251000] [460.3/1000.0] [batch_t 0.154 (0.151)] [data_t 0.006] [optim_t 0.148] [lr 0.001700] [CE 4.913 (4.675)] [KD 5.698 (5.476)] +2024-10-12 23:21:57,903 - Train: 46.04% [575900/1251000] [460.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001699] [CE 4.626 (4.676)] [KD 5.545 (5.449)] +2024-10-12 23:22:05,601 - Train: 46.04% [575950/1251000] [460.4/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.001699] [CE 4.349 (4.619)] [KD 5.161 (5.388)] +2024-10-12 23:22:13,231 - Train: 46.04% [576000/1251000] [460.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001699] [CE 4.558 (4.630)] [KD 4.999 (5.333)] +2024-10-12 23:22:20,853 - Train: 46.05% [576050/1251000] [460.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001699] [CE 4.367 (4.664)] [KD 5.240 (5.410)] +2024-10-12 23:22:28,472 - Train: 46.05% [576100/1251000] [460.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001699] [CE 4.584 (4.749)] [KD 5.303 (5.511)] +2024-10-12 23:22:35,970 - Train: 46.06% [576150/1251000] [460.6/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.001699] [CE 4.360 (4.732)] [KD 5.254 (5.540)] +2024-10-12 23:22:43,345 - Train: 46.06% [576200/1251000] [460.6/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.001698] [CE 4.790 (4.726)] [KD 5.474 (5.505)] +2024-10-12 23:22:50,788 - Train: 46.06% [576250/1251000] [460.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001698] [CE 4.744 (4.684)] [KD 5.398 (5.544)] +2024-10-12 23:22:58,397 - Train: 46.07% [576300/1251000] [460.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001698] [CE 4.834 (4.672)] [KD 5.664 (5.446)] +2024-10-12 23:23:05,792 - Train: 46.07% [576350/1251000] [460.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.008] [optim_t 0.142] [lr 0.001698] [CE 4.768 (4.673)] [KD 5.283 (5.493)] +2024-10-12 23:23:13,530 - Train: 46.08% [576400/1251000] [460.8/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.001698] [CE 4.825 (4.680)] [KD 5.586 (5.421)] +2024-10-12 23:23:21,141 - Train: 46.08% [576450/1251000] [460.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001697] [CE 4.691 (4.691)] [KD 5.434 (5.466)] +2024-10-12 23:23:28,604 - Train: 46.08% [576500/1251000] [460.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.006] [optim_t 0.139] [lr 0.001697] [CE 4.300 (4.643)] [KD 5.054 (5.413)] +2024-10-12 23:23:35,930 - Train: 46.09% [576550/1251000] [460.9/1000.0] [batch_t 0.144 (0.146)] [data_t 0.005] [optim_t 0.139] [lr 0.001697] [CE 4.659 (4.682)] [KD 5.293 (5.458)] +2024-10-12 23:23:43,286 - Train: 46.09% [576600/1251000] [460.9/1000.0] [batch_t 0.149 (0.147)] [data_t 0.004] [optim_t 0.145] [lr 0.001697] [CE 4.956 (4.697)] [KD 5.593 (5.458)] +2024-10-12 23:23:50,896 - Train: 46.10% [576650/1251000] [461.0/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.001697] [CE 4.709 (4.748)] [KD 5.662 (5.442)] +2024-10-12 23:23:58,372 - Train: 46.10% [576700/1251000] [461.0/1000.0] [batch_t 0.141 (0.149)] [data_t 0.005] [optim_t 0.136] [lr 0.001697] [CE 4.909 (4.661)] [KD 5.408 (5.482)] +2024-10-12 23:24:05,563 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 32639] [top5_cnt 43352] [top_all 50000] +2024-10-12 23:24:05,563 - net: 65.278 (86.704) +2024-10-12 23:24:11,389 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 35412] [top5_cnt 44985] [top_all 50000] +2024-10-12 23:24:11,389 - net_E: 70.824 (89.970) +2024-10-12 23:24:11,544 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.900 (epoch: 454)] +2024-10-12 23:24:11,544 - ==> Total time: 1 day, 1:37:02 Eta: 1 day, 5:57:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 23:24:19,643 - Train: 46.10% [576750/1251000] [461.0/1000.0] [batch_t 0.147 (0.163)] [data_t 0.006] [optim_t 0.141] [lr 0.001696] [CE 4.129 (4.661)] [KD 5.129 (5.349)] +2024-10-12 23:24:27,309 - Train: 46.11% [576800/1251000] [461.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001696] [CE 4.707 (4.662)] [KD 5.167 (5.477)] +2024-10-12 23:24:34,787 - Train: 46.11% [576850/1251000] [461.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001696] [CE 4.767 (4.697)] [KD 5.403 (5.448)] +2024-10-12 23:24:42,286 - Train: 46.12% [576900/1251000] [461.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.001696] [CE 4.952 (4.714)] [KD 5.434 (5.525)] +2024-10-12 23:24:49,666 - Train: 46.12% [576950/1251000] [461.2/1000.0] [batch_t 0.152 (0.147)] [data_t 0.005] [optim_t 0.147] [lr 0.001696] [CE 4.731 (4.766)] [KD 5.546 (5.524)] +2024-10-12 23:24:57,023 - Train: 46.12% [577000/1251000] [461.2/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.140] [lr 0.001695] [CE 4.594 (4.624)] [KD 5.373 (5.470)] +2024-10-12 23:25:04,682 - Train: 46.13% [577050/1251000] [461.3/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.001695] [CE 4.434 (4.660)] [KD 5.355 (5.472)] +2024-10-12 23:25:12,308 - Train: 46.13% [577100/1251000] [461.3/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.001695] [CE 5.001 (4.642)] [KD 5.464 (5.502)] +2024-10-12 23:25:19,900 - Train: 46.14% [577150/1251000] [461.4/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.001695] [CE 5.029 (4.745)] [KD 5.601 (5.612)] +2024-10-12 23:25:27,346 - Train: 46.14% [577200/1251000] [461.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001695] [CE 4.287 (4.667)] [KD 5.268 (5.537)] +2024-10-12 23:25:34,747 - Train: 46.14% [577250/1251000] [461.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001694] [CE 4.827 (4.663)] [KD 5.430 (5.473)] +2024-10-12 23:25:42,230 - Train: 46.15% [577300/1251000] [461.5/1000.0] [batch_t 0.141 (0.150)] [data_t 0.003] [optim_t 0.139] [lr 0.001694] [CE 4.523 (4.639)] [KD 5.131 (5.449)] +2024-10-12 23:25:49,735 - Train: 46.15% [577350/1251000] [461.5/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.001694] [CE 4.458 (4.702)] [KD 5.338 (5.480)] +2024-10-12 23:25:57,094 - Train: 46.16% [577400/1251000] [461.6/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.001694] [CE 4.975 (4.671)] [KD 5.918 (5.499)] +2024-10-12 23:26:04,626 - Train: 46.16% [577450/1251000] [461.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001694] [CE 4.581 (4.660)] [KD 5.541 (5.558)] +2024-10-12 23:26:12,115 - Train: 46.16% [577500/1251000] [461.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001694] [CE 5.222 (4.677)] [KD 5.622 (5.487)] +2024-10-12 23:26:19,647 - Train: 46.17% [577550/1251000] [461.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001693] [CE 4.464 (4.639)] [KD 5.302 (5.425)] +2024-10-12 23:26:27,269 - Train: 46.17% [577600/1251000] [461.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.001693] [CE 4.492 (4.661)] [KD 5.230 (5.415)] +2024-10-12 23:26:34,809 - Train: 46.18% [577650/1251000] [461.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.007] [optim_t 0.146] [lr 0.001693] [CE 4.984 (4.722)] [KD 5.409 (5.529)] +2024-10-12 23:26:42,494 - Train: 46.18% [577700/1251000] [461.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001693] [CE 4.824 (4.710)] [KD 5.603 (5.466)] +2024-10-12 23:26:50,050 - Train: 46.18% [577750/1251000] [461.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001693] [CE 4.866 (4.748)] [KD 5.672 (5.559)] +2024-10-12 23:26:57,464 - Train: 46.19% [577800/1251000] [461.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.001692] [CE 4.870 (4.729)] [KD 5.366 (5.526)] +2024-10-12 23:27:04,941 - Train: 46.19% [577850/1251000] [461.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001692] [CE 4.774 (4.659)] [KD 5.445 (5.442)] +2024-10-12 23:27:12,438 - Train: 46.20% [577900/1251000] [462.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.001692] [CE 4.621 (4.671)] [KD 5.302 (5.466)] +2024-10-12 23:27:20,164 - Train: 46.20% [577950/1251000] [462.0/1000.0] [batch_t 0.141 (0.154)] [data_t 0.004] [optim_t 0.137] [lr 0.001692] [CE 4.771 (4.686)] [KD 5.849 (5.529)] +2024-10-12 23:27:27,532 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 32622] [top5_cnt 43264] [top_all 50000] +2024-10-12 23:27:27,532 - net: 65.244 (86.528) +2024-10-12 23:27:33,288 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 35434] [top5_cnt 44984] [top_all 50000] +2024-10-12 23:27:33,288 - net_E: 70.868 (89.968) +2024-10-12 23:27:33,445 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.900 (epoch: 454)] +2024-10-12 23:27:33,446 - ==> Total time: 1 day, 1:40:24 Eta: 1 day, 5:53:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 23:27:42,110 - Train: 46.20% [578000/1251000] [462.0/1000.0] [batch_t 0.150 (0.163)] [data_t 0.006] [optim_t 0.143] [lr 0.001692] [CE 4.368 (4.624)] [KD 5.047 (5.382)] +2024-10-12 23:27:49,631 - Train: 46.21% [578050/1251000] [462.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001692] [CE 4.360 (4.678)] [KD 4.990 (5.357)] +2024-10-12 23:27:57,183 - Train: 46.21% [578100/1251000] [462.1/1000.0] [batch_t 0.159 (0.151)] [data_t 0.005] [optim_t 0.154] [lr 0.001691] [CE 4.529 (4.640)] [KD 5.349 (5.404)] +2024-10-12 23:28:04,633 - Train: 46.22% [578150/1251000] [462.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001691] [CE 4.790 (4.674)] [KD 5.581 (5.552)] +2024-10-12 23:28:12,155 - Train: 46.22% [578200/1251000] [462.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.001691] [CE 5.029 (4.636)] [KD 5.651 (5.370)] +2024-10-12 23:28:19,700 - Train: 46.22% [578250/1251000] [462.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.001691] [CE 4.905 (4.679)] [KD 5.936 (5.434)] +2024-10-12 23:28:27,380 - Train: 46.23% [578300/1251000] [462.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001691] [CE 4.604 (4.680)] [KD 5.285 (5.430)] +2024-10-12 23:28:34,809 - Train: 46.23% [578350/1251000] [462.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.001690] [CE 4.456 (4.688)] [KD 5.444 (5.414)] +2024-10-12 23:28:42,685 - Train: 46.24% [578400/1251000] [462.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.001690] [CE 4.583 (4.632)] [KD 5.487 (5.456)] +2024-10-12 23:28:50,223 - Train: 46.24% [578450/1251000] [462.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001690] [CE 4.586 (4.767)] [KD 5.322 (5.495)] +2024-10-12 23:28:57,877 - Train: 46.24% [578500/1251000] [462.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001690] [CE 4.547 (4.677)] [KD 5.572 (5.474)] +2024-10-12 23:29:05,473 - Train: 46.25% [578550/1251000] [462.5/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.001690] [CE 4.524 (4.638)] [KD 5.563 (5.525)] +2024-10-12 23:29:12,904 - Train: 46.25% [578600/1251000] [462.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001690] [CE 5.179 (4.712)] [KD 5.917 (5.500)] +2024-10-12 23:29:20,425 - Train: 46.25% [578650/1251000] [462.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.001689] [CE 4.955 (4.668)] [KD 5.627 (5.438)] +2024-10-12 23:29:27,832 - Train: 46.26% [578700/1251000] [462.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001689] [CE 4.301 (4.692)] [KD 5.311 (5.503)] +2024-10-12 23:29:35,353 - Train: 46.26% [578750/1251000] [462.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.001689] [CE 4.800 (4.737)] [KD 5.572 (5.577)] +2024-10-12 23:29:43,025 - Train: 46.27% [578800/1251000] [462.7/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.001689] [CE 4.633 (4.705)] [KD 5.605 (5.509)] +2024-10-12 23:29:50,673 - Train: 46.27% [578850/1251000] [462.7/1000.0] [batch_t 0.145 (0.153)] [data_t 0.006] [optim_t 0.139] [lr 0.001689] [CE 4.541 (4.759)] [KD 5.417 (5.464)] +2024-10-12 23:29:58,314 - Train: 46.27% [578900/1251000] [462.7/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.001688] [CE 4.596 (4.684)] [KD 5.481 (5.512)] +2024-10-12 23:30:05,869 - Train: 46.28% [578950/1251000] [462.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.007] [optim_t 0.140] [lr 0.001688] [CE 5.005 (4.619)] [KD 5.797 (5.443)] +2024-10-12 23:30:13,286 - Train: 46.28% [579000/1251000] [462.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.001688] [CE 4.808 (4.717)] [KD 5.575 (5.462)] +2024-10-12 23:30:20,692 - Train: 46.29% [579050/1251000] [462.9/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.001688] [CE 5.085 (4.748)] [KD 5.727 (5.518)] +2024-10-12 23:30:28,230 - Train: 46.29% [579100/1251000] [462.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.001688] [CE 4.342 (4.645)] [KD 5.455 (5.479)] +2024-10-12 23:30:35,832 - Train: 46.29% [579150/1251000] [462.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001687] [CE 4.743 (4.720)] [KD 5.487 (5.514)] +2024-10-12 23:30:43,225 - Train: 46.30% [579200/1251000] [463.0/1000.0] [batch_t 0.142 (0.148)] [data_t 0.005] [optim_t 0.137] [lr 0.001687] [CE 4.834 (4.698)] [KD 5.433 (5.486)] +2024-10-12 23:30:51,109 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.110)] [top1_cnt 31995] [top5_cnt 42739] [top_all 50000] +2024-10-12 23:30:51,110 - net: 63.990 (85.478) +2024-10-12 23:30:57,114 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.110)] [top1_cnt 35422] [top5_cnt 44967] [top_all 50000] +2024-10-12 23:30:57,114 - net_E: 70.844 (89.934) +2024-10-12 23:30:57,400 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.900 (epoch: 454)] +2024-10-12 23:30:57,401 - ==> Total time: 1 day, 1:43:48 Eta: 1 day, 5:50:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 23:31:04,966 - Train: 46.30% [579250/1251000] [463.0/1000.0] [batch_t 0.150 (0.163)] [data_t 0.009] [optim_t 0.140] [lr 0.001687] [CE 4.737 (4.681)] [KD 5.624 (5.394)] +2024-10-12 23:31:12,516 - Train: 46.31% [579300/1251000] [463.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001687] [CE 4.159 (4.692)] [KD 5.119 (5.395)] +2024-10-12 23:31:19,931 - Train: 46.31% [579350/1251000] [463.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.001687] [CE 4.886 (4.704)] [KD 5.635 (5.443)] +2024-10-12 23:31:27,325 - Train: 46.31% [579400/1251000] [463.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001687] [CE 4.115 (4.667)] [KD 4.986 (5.390)] +2024-10-12 23:31:34,895 - Train: 46.32% [579450/1251000] [463.2/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.001686] [CE 4.344 (4.740)] [KD 5.392 (5.413)] +2024-10-12 23:31:42,678 - Train: 46.32% [579500/1251000] [463.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.001686] [CE 4.434 (4.642)] [KD 5.618 (5.490)] +2024-10-12 23:31:50,082 - Train: 46.33% [579550/1251000] [463.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001686] [CE 4.871 (4.686)] [KD 5.404 (5.525)] +2024-10-12 23:31:57,682 - Train: 46.33% [579600/1251000] [463.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001686] [CE 4.494 (4.642)] [KD 5.409 (5.405)] +2024-10-12 23:32:05,316 - Train: 46.33% [579650/1251000] [463.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001686] [CE 4.821 (4.662)] [KD 5.669 (5.494)] +2024-10-12 23:32:12,885 - Train: 46.34% [579700/1251000] [463.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.001685] [CE 4.825 (4.687)] [KD 5.487 (5.441)] +2024-10-12 23:32:20,410 - Train: 46.34% [579750/1251000] [463.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.006] [optim_t 0.138] [lr 0.001685] [CE 4.089 (4.678)] [KD 4.839 (5.413)] +2024-10-12 23:32:28,052 - Train: 46.35% [579800/1251000] [463.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.001685] [CE 4.788 (4.706)] [KD 5.387 (5.452)] +2024-10-12 23:32:35,436 - Train: 46.35% [579850/1251000] [463.5/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.001685] [CE 4.911 (4.699)] [KD 5.595 (5.564)] +2024-10-12 23:32:42,966 - Train: 46.35% [579900/1251000] [463.5/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.001685] [CE 4.749 (4.617)] [KD 5.479 (5.468)] +2024-10-12 23:32:50,473 - Train: 46.36% [579950/1251000] [463.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.007] [optim_t 0.143] [lr 0.001684] [CE 5.046 (4.689)] [KD 5.494 (5.479)] +2024-10-12 23:32:58,034 - Train: 46.36% [580000/1251000] [463.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001684] [CE 4.552 (4.618)] [KD 5.511 (5.410)] +2024-10-12 23:33:05,732 - Train: 46.37% [580050/1251000] [463.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.001684] [CE 4.575 (4.687)] [KD 5.204 (5.405)] +2024-10-12 23:33:13,395 - Train: 46.37% [580100/1251000] [463.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001684] [CE 5.141 (4.680)] [KD 5.599 (5.419)] +2024-10-12 23:33:20,979 - Train: 46.37% [580150/1251000] [463.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001684] [CE 5.107 (4.702)] [KD 5.587 (5.496)] +2024-10-12 23:33:28,399 - Train: 46.38% [580200/1251000] [463.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001684] [CE 4.479 (4.689)] [KD 5.404 (5.417)] +2024-10-12 23:33:36,068 - Train: 46.38% [580250/1251000] [463.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001683] [CE 4.972 (4.632)] [KD 5.506 (5.409)] +2024-10-12 23:33:43,568 - Train: 46.39% [580300/1251000] [463.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001683] [CE 4.597 (4.735)] [KD 5.569 (5.532)] +2024-10-12 23:33:51,336 - Train: 46.39% [580350/1251000] [463.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001683] [CE 4.325 (4.723)] [KD 5.490 (5.545)] +2024-10-12 23:33:58,780 - Train: 46.39% [580400/1251000] [463.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001683] [CE 4.971 (4.770)] [KD 5.794 (5.553)] +2024-10-12 23:34:06,355 - Train: 46.40% [580450/1251000] [464.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001683] [CE 4.071 (4.693)] [KD 5.148 (5.492)] +2024-10-12 23:34:14,039 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 32394] [top5_cnt 43248] [top_all 50000] +2024-10-12 23:34:14,040 - net: 64.788 (86.496) +2024-10-12 23:34:20,058 - Test (net_E): 100.00% [50/50] [batch_t 0.026 (0.106)] [top1_cnt 35402] [top5_cnt 44952] [top_all 50000] +2024-10-12 23:34:20,058 - net_E: 70.804 (89.904) +2024-10-12 23:34:20,175 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.900 (epoch: 454)] +2024-10-12 23:34:20,176 - ==> Total time: 1 day, 1:47:11 Eta: 1 day, 5:47:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 23:34:27,372 - Train: 46.40% [580500/1251000] [464.0/1000.0] [batch_t 0.146 (0.162)] [data_t 0.004] [optim_t 0.142] [lr 0.001682] [CE 4.526 (4.651)] [KD 5.132 (5.370)] +2024-10-12 23:34:35,128 - Train: 46.41% [580550/1251000] [464.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.001682] [CE 3.966 (4.682)] [KD 4.870 (5.410)] +2024-10-12 23:34:42,637 - Train: 46.41% [580600/1251000] [464.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.001682] [CE 4.173 (4.680)] [KD 5.214 (5.417)] +2024-10-12 23:34:50,163 - Train: 46.41% [580650/1251000] [464.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001682] [CE 4.906 (4.685)] [KD 5.420 (5.415)] +2024-10-12 23:34:57,607 - Train: 46.42% [580700/1251000] [464.2/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.151] [lr 0.001682] [CE 4.633 (4.703)] [KD 5.525 (5.452)] +2024-10-12 23:35:05,175 - Train: 46.42% [580750/1251000] [464.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001682] [CE 4.665 (4.719)] [KD 5.400 (5.584)] +2024-10-12 23:35:12,806 - Train: 46.43% [580800/1251000] [464.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001681] [CE 4.380 (4.694)] [KD 5.236 (5.490)] +2024-10-12 23:35:20,321 - Train: 46.43% [580850/1251000] [464.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001681] [CE 4.877 (4.706)] [KD 5.469 (5.410)] +2024-10-12 23:35:27,829 - Train: 46.43% [580900/1251000] [464.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.001681] [CE 4.648 (4.617)] [KD 5.149 (5.412)] +2024-10-12 23:35:35,466 - Train: 46.44% [580950/1251000] [464.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001681] [CE 4.962 (4.653)] [KD 5.448 (5.434)] +2024-10-12 23:35:42,987 - Train: 46.44% [581000/1251000] [464.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.001681] [CE 4.506 (4.653)] [KD 5.388 (5.459)] +2024-10-12 23:35:50,357 - Train: 46.45% [581050/1251000] [464.5/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.001680] [CE 4.531 (4.725)] [KD 5.310 (5.515)] +2024-10-12 23:35:57,978 - Train: 46.45% [581100/1251000] [464.5/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.001680] [CE 4.723 (4.695)] [KD 5.680 (5.457)] +2024-10-12 23:36:05,538 - Train: 46.45% [581150/1251000] [464.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001680] [CE 4.297 (4.658)] [KD 5.111 (5.448)] +2024-10-12 23:36:13,244 - Train: 46.46% [581200/1251000] [464.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.001680] [CE 4.561 (4.725)] [KD 5.861 (5.485)] +2024-10-12 23:36:20,635 - Train: 46.46% [581250/1251000] [464.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001680] [CE 4.485 (4.671)] [KD 5.512 (5.463)] +2024-10-12 23:36:28,118 - Train: 46.47% [581300/1251000] [464.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001679] [CE 4.717 (4.666)] [KD 5.432 (5.414)] +2024-10-12 23:36:35,511 - Train: 46.47% [581350/1251000] [464.7/1000.0] [batch_t 0.155 (0.148)] [data_t 0.005] [optim_t 0.151] [lr 0.001679] [CE 4.459 (4.596)] [KD 5.296 (5.365)] +2024-10-12 23:36:43,330 - Train: 46.47% [581400/1251000] [464.7/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.001679] [CE 4.625 (4.721)] [KD 5.225 (5.413)] +2024-10-12 23:36:50,888 - Train: 46.48% [581450/1251000] [464.8/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.001679] [CE 4.673 (4.692)] [KD 5.403 (5.460)] +2024-10-12 23:36:58,543 - Train: 46.48% [581500/1251000] [464.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001679] [CE 4.869 (4.710)] [KD 5.307 (5.432)] +2024-10-12 23:37:06,137 - Train: 46.49% [581550/1251000] [464.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001679] [CE 4.492 (4.666)] [KD 5.272 (5.412)] +2024-10-12 23:37:13,706 - Train: 46.49% [581600/1251000] [464.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001678] [CE 4.730 (4.697)] [KD 5.639 (5.507)] +2024-10-12 23:37:21,366 - Train: 46.49% [581650/1251000] [464.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001678] [CE 4.964 (4.765)] [KD 5.791 (5.576)] +2024-10-12 23:37:28,942 - Train: 46.50% [581700/1251000] [465.0/1000.0] [batch_t 0.163 (0.151)] [data_t 0.009] [optim_t 0.154] [lr 0.001678] [CE 4.409 (4.722)] [KD 5.487 (5.495)] +2024-10-12 23:37:36,655 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 31677] [top5_cnt 42737] [top_all 50000] +2024-10-12 23:37:36,655 - net: 63.354 (85.474) +2024-10-12 23:37:42,417 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 35408] [top5_cnt 44963] [top_all 50000] +2024-10-12 23:37:42,417 - net_E: 70.816 (89.926) +2024-10-12 23:37:42,741 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.900 (epoch: 454)] +2024-10-12 23:37:42,741 - ==> Total time: 1 day, 1:50:33 Eta: 1 day, 5:43:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 23:37:50,646 - Train: 46.50% [581750/1251000] [465.0/1000.0] [batch_t 0.147 (0.161)] [data_t 0.005] [optim_t 0.142] [lr 0.001678] [CE 4.731 (4.685)] [KD 5.221 (5.311)] +2024-10-12 23:37:58,534 - Train: 46.51% [581800/1251000] [465.1/1000.0] [batch_t 0.146 (0.158)] [data_t 0.004] [optim_t 0.142] [lr 0.001678] [CE 4.658 (4.625)] [KD 5.169 (5.379)] +2024-10-12 23:38:05,985 - Train: 46.51% [581850/1251000] [465.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.001677] [CE 4.718 (4.703)] [KD 5.128 (5.354)] +2024-10-12 23:38:13,436 - Train: 46.51% [581900/1251000] [465.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001677] [CE 4.566 (4.623)] [KD 5.396 (5.384)] +2024-10-12 23:38:20,915 - Train: 46.52% [581950/1251000] [465.2/1000.0] [batch_t 0.143 (0.149)] [data_t 0.003] [optim_t 0.140] [lr 0.001677] [CE 4.648 (4.635)] [KD 5.674 (5.425)] +2024-10-12 23:38:28,455 - Train: 46.52% [582000/1251000] [465.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001677] [CE 4.484 (4.670)] [KD 5.516 (5.361)] +2024-10-12 23:38:36,366 - Train: 46.53% [582050/1251000] [465.3/1000.0] [batch_t 0.148 (0.158)] [data_t 0.003] [optim_t 0.145] [lr 0.001677] [CE 4.765 (4.688)] [KD 5.454 (5.457)] +2024-10-12 23:38:43,793 - Train: 46.53% [582100/1251000] [465.3/1000.0] [batch_t 0.156 (0.148)] [data_t 0.004] [optim_t 0.152] [lr 0.001677] [CE 4.471 (4.749)] [KD 5.396 (5.530)] +2024-10-12 23:38:51,320 - Train: 46.53% [582150/1251000] [465.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.001676] [CE 4.479 (4.656)] [KD 5.275 (5.402)] +2024-10-12 23:38:58,909 - Train: 46.54% [582200/1251000] [465.4/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.001676] [CE 4.198 (4.629)] [KD 5.474 (5.375)] +2024-10-12 23:39:06,455 - Train: 46.54% [582250/1251000] [465.4/1000.0] [batch_t 0.256 (0.151)] [data_t 0.005] [optim_t 0.251] [lr 0.001676] [CE 4.333 (4.729)] [KD 5.160 (5.427)] +2024-10-12 23:39:13,948 - Train: 46.55% [582300/1251000] [465.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.001676] [CE 4.309 (4.673)] [KD 5.408 (5.385)] +2024-10-12 23:39:21,389 - Train: 46.55% [582350/1251000] [465.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001676] [CE 4.227 (4.755)] [KD 5.115 (5.504)] +2024-10-12 23:39:28,831 - Train: 46.55% [582400/1251000] [465.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.001675] [CE 4.930 (4.711)] [KD 5.625 (5.448)] +2024-10-12 23:39:36,756 - Train: 46.56% [582450/1251000] [465.6/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.001675] [CE 4.443 (4.646)] [KD 5.384 (5.504)] +2024-10-12 23:39:44,452 - Train: 46.56% [582500/1251000] [465.6/1000.0] [batch_t 0.164 (0.154)] [data_t 0.005] [optim_t 0.159] [lr 0.001675] [CE 5.049 (4.680)] [KD 5.694 (5.548)] +2024-10-12 23:39:52,000 - Train: 46.57% [582550/1251000] [465.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001675] [CE 5.441 (4.702)] [KD 5.668 (5.508)] +2024-10-12 23:39:59,570 - Train: 46.57% [582600/1251000] [465.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001675] [CE 4.647 (4.694)] [KD 5.074 (5.509)] +2024-10-12 23:40:07,115 - Train: 46.57% [582650/1251000] [465.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001674] [CE 4.622 (4.651)] [KD 5.292 (5.398)] +2024-10-12 23:40:14,503 - Train: 46.58% [582700/1251000] [465.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001674] [CE 4.829 (4.718)] [KD 5.817 (5.397)] +2024-10-12 23:40:21,891 - Train: 46.58% [582750/1251000] [465.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001674] [CE 4.546 (4.660)] [KD 5.479 (5.536)] +2024-10-12 23:40:29,345 - Train: 46.59% [582800/1251000] [465.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.001674] [CE 4.556 (4.702)] [KD 5.428 (5.497)] +2024-10-12 23:40:36,836 - Train: 46.59% [582850/1251000] [465.9/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.001674] [CE 4.452 (4.738)] [KD 5.311 (5.500)] +2024-10-12 23:40:44,630 - Train: 46.59% [582900/1251000] [465.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.006] [optim_t 0.146] [lr 0.001674] [CE 4.374 (4.752)] [KD 5.222 (5.421)] +2024-10-12 23:40:52,099 - Train: 46.60% [582950/1251000] [466.0/1000.0] [batch_t 0.159 (0.149)] [data_t 0.003] [optim_t 0.156] [lr 0.001673] [CE 4.862 (4.599)] [KD 5.331 (5.290)] +2024-10-12 23:41:00,081 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 32400] [top5_cnt 43148] [top_all 50000] +2024-10-12 23:41:00,081 - net: 64.800 (86.296) +2024-10-12 23:41:05,914 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 35375] [top5_cnt 44988] [top_all 50000] +2024-10-12 23:41:05,915 - net_E: 70.750 (89.976) +2024-10-12 23:41:06,024 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.900 (epoch: 454)] +2024-10-12 23:41:06,025 - ==> Total time: 1 day, 1:53:57 Eta: 1 day, 5:40:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 23:41:13,299 - Train: 46.60% [583000/1251000] [466.0/1000.0] [batch_t 0.151 (0.162)] [data_t 0.004] [optim_t 0.147] [lr 0.001673] [CE 4.806 (4.578)] [KD 5.537 (5.413)] +2024-10-12 23:41:20,803 - Train: 46.61% [583050/1251000] [466.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001673] [CE 4.384 (4.704)] [KD 5.339 (5.384)] +2024-10-12 23:41:28,286 - Train: 46.61% [583100/1251000] [466.1/1000.0] [batch_t 0.144 (0.150)] [data_t 0.006] [optim_t 0.138] [lr 0.001673] [CE 4.779 (4.693)] [KD 5.394 (5.419)] +2024-10-12 23:41:35,918 - Train: 46.61% [583150/1251000] [466.1/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.001673] [CE 4.801 (4.703)] [KD 5.701 (5.448)] +2024-10-12 23:41:43,261 - Train: 46.62% [583200/1251000] [466.2/1000.0] [batch_t 0.154 (0.147)] [data_t 0.006] [optim_t 0.148] [lr 0.001672] [CE 5.058 (4.640)] [KD 5.602 (5.455)] +2024-10-12 23:41:50,651 - Train: 46.62% [583250/1251000] [466.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001672] [CE 4.598 (4.702)] [KD 5.323 (5.484)] +2024-10-12 23:41:58,109 - Train: 46.63% [583300/1251000] [466.3/1000.0] [batch_t 0.143 (0.149)] [data_t 0.003] [optim_t 0.139] [lr 0.001672] [CE 4.857 (4.643)] [KD 5.495 (5.404)] +2024-10-12 23:42:05,773 - Train: 46.63% [583350/1251000] [466.3/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.001672] [CE 4.196 (4.643)] [KD 5.016 (5.335)] +2024-10-12 23:42:13,411 - Train: 46.63% [583400/1251000] [466.3/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.001672] [CE 4.543 (4.612)] [KD 5.462 (5.357)] +2024-10-12 23:42:20,882 - Train: 46.64% [583450/1251000] [466.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001672] [CE 4.812 (4.762)] [KD 5.411 (5.441)] +2024-10-12 23:42:28,318 - Train: 46.64% [583500/1251000] [466.4/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.001671] [CE 4.612 (4.686)] [KD 5.445 (5.448)] +2024-10-12 23:42:35,853 - Train: 46.65% [583550/1251000] [466.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001671] [CE 5.251 (4.708)] [KD 5.382 (5.511)] +2024-10-12 23:42:43,346 - Train: 46.65% [583600/1251000] [466.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001671] [CE 4.949 (4.654)] [KD 5.536 (5.406)] +2024-10-12 23:42:50,700 - Train: 46.65% [583650/1251000] [466.5/1000.0] [batch_t 0.155 (0.147)] [data_t 0.004] [optim_t 0.151] [lr 0.001671] [CE 4.824 (4.601)] [KD 5.394 (5.438)] +2024-10-12 23:42:58,361 - Train: 46.66% [583700/1251000] [466.6/1000.0] [batch_t 0.265 (0.153)] [data_t 0.005] [optim_t 0.260] [lr 0.001671] [CE 4.744 (4.625)] [KD 5.495 (5.373)] +2024-10-12 23:43:06,015 - Train: 46.66% [583750/1251000] [466.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001670] [CE 4.322 (4.698)] [KD 5.226 (5.502)] +2024-10-12 23:43:13,438 - Train: 46.67% [583800/1251000] [466.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.001670] [CE 4.671 (4.671)] [KD 5.470 (5.490)] +2024-10-12 23:43:21,104 - Train: 46.67% [583850/1251000] [466.7/1000.0] [batch_t 0.157 (0.153)] [data_t 0.005] [optim_t 0.152] [lr 0.001670] [CE 4.283 (4.707)] [KD 5.543 (5.487)] +2024-10-12 23:43:28,484 - Train: 46.67% [583900/1251000] [466.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001670] [CE 5.095 (4.681)] [KD 5.929 (5.543)] +2024-10-12 23:43:36,127 - Train: 46.68% [583950/1251000] [466.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001670] [CE 4.667 (4.661)] [KD 5.303 (5.455)] +2024-10-12 23:43:43,868 - Train: 46.68% [584000/1251000] [466.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.001669] [CE 4.524 (4.655)] [KD 5.608 (5.447)] +2024-10-12 23:43:51,272 - Train: 46.69% [584050/1251000] [466.9/1000.0] [batch_t 0.154 (0.148)] [data_t 0.005] [optim_t 0.149] [lr 0.001669] [CE 4.387 (4.675)] [KD 5.269 (5.404)] +2024-10-12 23:43:58,770 - Train: 46.69% [584100/1251000] [466.9/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.001669] [CE 5.113 (4.717)] [KD 5.589 (5.492)] +2024-10-12 23:44:06,333 - Train: 46.69% [584150/1251000] [466.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001669] [CE 4.760 (4.735)] [KD 5.746 (5.619)] +2024-10-12 23:44:13,899 - Train: 46.70% [584200/1251000] [467.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001669] [CE 4.418 (4.700)] [KD 5.292 (5.538)] +2024-10-12 23:44:21,995 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 31696] [top5_cnt 42598] [top_all 50000] +2024-10-12 23:44:21,995 - net: 63.392 (85.196) +2024-10-12 23:44:27,725 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.101)] [top1_cnt 35375] [top5_cnt 44993] [top_all 50000] +2024-10-12 23:44:27,726 - net_E: 70.750 (89.986) +2024-10-12 23:44:27,860 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.900 (epoch: 454)] +2024-10-12 23:44:27,860 - ==> Total time: 1 day, 1:57:18 Eta: 1 day, 5:37:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 23:44:34,821 - Train: 46.70% [584250/1251000] [467.0/1000.0] [batch_t 0.145 (0.167)] [data_t 0.004] [optim_t 0.141] [lr 0.001669] [CE 4.807 (4.783)] [KD 5.723 (5.494)] +2024-10-12 23:44:42,217 - Train: 46.71% [584300/1251000] [467.1/1000.0] [batch_t 0.154 (0.148)] [data_t 0.006] [optim_t 0.148] [lr 0.001668] [CE 4.949 (4.622)] [KD 5.213 (5.332)] +2024-10-12 23:44:49,861 - Train: 46.71% [584350/1251000] [467.1/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.001668] [CE 4.828 (4.687)] [KD 5.417 (5.391)] +2024-10-12 23:44:57,482 - Train: 46.71% [584400/1251000] [467.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001668] [CE 4.318 (4.682)] [KD 5.241 (5.365)] +2024-10-12 23:45:04,951 - Train: 46.72% [584450/1251000] [467.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.001668] [CE 4.778 (4.705)] [KD 5.463 (5.436)] +2024-10-12 23:45:12,429 - Train: 46.72% [584500/1251000] [467.2/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.001668] [CE 4.747 (4.695)] [KD 5.320 (5.490)] +2024-10-12 23:45:19,985 - Train: 46.73% [584550/1251000] [467.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001667] [CE 4.689 (4.668)] [KD 5.284 (5.385)] +2024-10-12 23:45:27,706 - Train: 46.73% [584600/1251000] [467.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.006] [optim_t 0.140] [lr 0.001667] [CE 4.939 (4.703)] [KD 5.700 (5.419)] +2024-10-12 23:45:35,330 - Train: 46.73% [584650/1251000] [467.3/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.001667] [CE 4.346 (4.671)] [KD 5.247 (5.369)] +2024-10-12 23:45:42,835 - Train: 46.74% [584700/1251000] [467.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001667] [CE 4.475 (4.654)] [KD 5.270 (5.421)] +2024-10-12 23:45:50,386 - Train: 46.74% [584750/1251000] [467.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.001667] [CE 5.013 (4.719)] [KD 5.506 (5.394)] +2024-10-12 23:45:57,998 - Train: 46.75% [584800/1251000] [467.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001667] [CE 4.812 (4.689)] [KD 5.196 (5.387)] +2024-10-12 23:46:05,547 - Train: 46.75% [584850/1251000] [467.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.001666] [CE 5.016 (4.717)] [KD 5.328 (5.367)] +2024-10-12 23:46:13,181 - Train: 46.75% [584900/1251000] [467.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001666] [CE 4.602 (4.655)] [KD 5.259 (5.419)] +2024-10-12 23:46:20,760 - Train: 46.76% [584950/1251000] [467.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.006] [optim_t 0.147] [lr 0.001666] [CE 4.799 (4.680)] [KD 5.793 (5.468)] +2024-10-12 23:46:28,456 - Train: 46.76% [585000/1251000] [467.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.001666] [CE 4.712 (4.722)] [KD 5.528 (5.454)] +2024-10-12 23:46:35,874 - Train: 46.77% [585050/1251000] [467.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.001666] [CE 4.801 (4.660)] [KD 5.277 (5.394)] +2024-10-12 23:46:43,508 - Train: 46.77% [585100/1251000] [467.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001665] [CE 4.313 (4.660)] [KD 5.018 (5.423)] +2024-10-12 23:46:50,842 - Train: 46.77% [585150/1251000] [467.7/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.001665] [CE 4.632 (4.717)] [KD 5.388 (5.424)] +2024-10-12 23:46:58,464 - Train: 46.78% [585200/1251000] [467.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001665] [CE 4.831 (4.664)] [KD 5.462 (5.420)] +2024-10-12 23:47:06,118 - Train: 46.78% [585250/1251000] [467.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001665] [CE 5.124 (4.655)] [KD 5.582 (5.451)] +2024-10-12 23:47:13,526 - Train: 46.79% [585300/1251000] [467.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001665] [CE 4.538 (4.693)] [KD 5.413 (5.439)] +2024-10-12 23:47:20,975 - Train: 46.79% [585350/1251000] [467.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001664] [CE 5.131 (4.637)] [KD 5.753 (5.379)] +2024-10-12 23:47:28,527 - Train: 46.79% [585400/1251000] [467.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.001664] [CE 4.577 (4.653)] [KD 5.257 (5.412)] +2024-10-12 23:47:36,219 - Train: 46.80% [585450/1251000] [468.0/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.001664] [CE 4.294 (4.595)] [KD 5.178 (5.434)] +2024-10-12 23:47:44,618 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 31908] [top5_cnt 43055] [top_all 50000] +2024-10-12 23:47:44,619 - net: 63.816 (86.110) +2024-10-12 23:47:50,399 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 35397] [top5_cnt 45007] [top_all 50000] +2024-10-12 23:47:50,399 - net_E: 70.794 (90.014) +2024-10-12 23:47:50,515 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.900 (epoch: 454)] +2024-10-12 23:47:50,516 - ==> Total time: 1 day, 2:00:41 Eta: 1 day, 5:34:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 23:47:57,340 - Train: 46.80% [585500/1251000] [468.0/1000.0] [batch_t 0.285 (0.170)] [data_t 0.007] [optim_t 0.278] [lr 0.001664] [CE 5.027 (4.727)] [KD 5.571 (5.442)] +2024-10-12 23:48:05,000 - Train: 46.81% [585550/1251000] [468.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.001664] [CE 4.613 (4.622)] [KD 5.332 (5.365)] +2024-10-12 23:48:12,396 - Train: 46.81% [585600/1251000] [468.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001664] [CE 4.931 (4.721)] [KD 5.597 (5.494)] +2024-10-12 23:48:19,808 - Train: 46.81% [585650/1251000] [468.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.001663] [CE 4.700 (4.697)] [KD 5.502 (5.416)] +2024-10-12 23:48:27,172 - Train: 46.82% [585700/1251000] [468.2/1000.0] [batch_t 0.144 (0.147)] [data_t 0.005] [optim_t 0.140] [lr 0.001663] [CE 4.530 (4.644)] [KD 5.311 (5.453)] +2024-10-12 23:48:34,741 - Train: 46.82% [585750/1251000] [468.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001663] [CE 4.348 (4.761)] [KD 5.367 (5.467)] +2024-10-12 23:48:42,180 - Train: 46.83% [585800/1251000] [468.3/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.001663] [CE 4.795 (4.715)] [KD 5.341 (5.421)] +2024-10-12 23:48:50,097 - Train: 46.83% [585850/1251000] [468.3/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.001663] [CE 4.403 (4.645)] [KD 5.196 (5.377)] +2024-10-12 23:48:57,482 - Train: 46.83% [585900/1251000] [468.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001662] [CE 4.539 (4.624)] [KD 5.247 (5.416)] +2024-10-12 23:49:05,129 - Train: 46.84% [585950/1251000] [468.4/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.139] [lr 0.001662] [CE 4.517 (4.625)] [KD 5.100 (5.421)] +2024-10-12 23:49:12,617 - Train: 46.84% [586000/1251000] [468.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001662] [CE 4.666 (4.670)] [KD 5.440 (5.421)] +2024-10-12 23:49:20,125 - Train: 46.85% [586050/1251000] [468.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001662] [CE 4.539 (4.633)] [KD 5.150 (5.460)] +2024-10-12 23:49:27,541 - Train: 46.85% [586100/1251000] [468.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001662] [CE 5.434 (4.708)] [KD 5.632 (5.460)] +2024-10-12 23:49:34,972 - Train: 46.85% [586150/1251000] [468.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001662] [CE 4.156 (4.687)] [KD 5.158 (5.380)] +2024-10-12 23:49:42,364 - Train: 46.86% [586200/1251000] [468.6/1000.0] [batch_t 0.151 (0.148)] [data_t 0.007] [optim_t 0.144] [lr 0.001661] [CE 4.858 (4.627)] [KD 5.630 (5.300)] +2024-10-12 23:49:49,875 - Train: 46.86% [586250/1251000] [468.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001661] [CE 4.811 (4.631)] [KD 5.399 (5.403)] +2024-10-12 23:49:57,784 - Train: 46.87% [586300/1251000] [468.7/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.001661] [CE 4.333 (4.620)] [KD 5.300 (5.380)] +2024-10-12 23:50:05,681 - Train: 46.87% [586350/1251000] [468.7/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.001661] [CE 5.072 (4.671)] [KD 5.353 (5.404)] +2024-10-12 23:50:13,271 - Train: 46.87% [586400/1251000] [468.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.146] [lr 0.001661] [CE 4.152 (4.683)] [KD 5.191 (5.437)] +2024-10-12 23:50:20,718 - Train: 46.88% [586450/1251000] [468.8/1000.0] [batch_t 0.155 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.001660] [CE 4.477 (4.681)] [KD 5.259 (5.478)] +2024-10-12 23:50:28,135 - Train: 46.88% [586500/1251000] [468.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.001660] [CE 4.647 (4.680)] [KD 5.053 (5.405)] +2024-10-12 23:50:35,593 - Train: 46.89% [586550/1251000] [468.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.001660] [CE 4.772 (4.720)] [KD 5.538 (5.485)] +2024-10-12 23:50:43,135 - Train: 46.89% [586600/1251000] [468.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001660] [CE 4.928 (4.655)] [KD 5.570 (5.404)] +2024-10-12 23:50:50,563 - Train: 46.89% [586650/1251000] [468.9/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.001660] [CE 4.828 (4.621)] [KD 5.587 (5.447)] +2024-10-12 23:50:58,506 - Train: 46.90% [586700/1251000] [469.0/1000.0] [batch_t 0.143 (0.159)] [data_t 0.004] [optim_t 0.139] [lr 0.001659] [CE 4.873 (4.697)] [KD 5.485 (5.432)] +2024-10-12 23:51:07,019 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.106)] [top1_cnt 32037] [top5_cnt 43039] [top_all 50000] +2024-10-12 23:51:07,019 - net: 64.074 (86.078) +2024-10-12 23:51:12,854 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 35438] [top5_cnt 45000] [top_all 50000] +2024-10-12 23:51:12,855 - net_E: 70.876 (90.000) +2024-10-12 23:51:13,081 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.900 (epoch: 454)] +2024-10-12 23:51:13,081 - ==> Total time: 1 day, 2:04:04 Eta: 1 day, 5:30:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 23:51:19,949 - Train: 46.90% [586750/1251000] [469.0/1000.0] [batch_t 0.151 (0.167)] [data_t 0.004] [optim_t 0.147] [lr 0.001659] [CE 4.629 (4.782)] [KD 5.255 (5.441)] +2024-10-12 23:51:27,715 - Train: 46.91% [586800/1251000] [469.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001659] [CE 4.531 (4.715)] [KD 5.463 (5.446)] +2024-10-12 23:51:35,158 - Train: 46.91% [586850/1251000] [469.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.001659] [CE 4.488 (4.623)] [KD 5.036 (5.423)] +2024-10-12 23:51:42,637 - Train: 46.91% [586900/1251000] [469.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.001659] [CE 5.086 (4.697)] [KD 5.859 (5.449)] +2024-10-12 23:51:50,080 - Train: 46.92% [586950/1251000] [469.2/1000.0] [batch_t 0.143 (0.149)] [data_t 0.003] [optim_t 0.140] [lr 0.001659] [CE 5.019 (4.623)] [KD 5.281 (5.391)] +2024-10-12 23:51:57,777 - Train: 46.92% [587000/1251000] [469.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.001658] [CE 4.851 (4.691)] [KD 5.608 (5.434)] +2024-10-12 23:52:05,331 - Train: 46.93% [587050/1251000] [469.3/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.001658] [CE 5.033 (4.622)] [KD 5.528 (5.349)] +2024-10-12 23:52:13,042 - Train: 46.93% [587100/1251000] [469.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001658] [CE 4.757 (4.682)] [KD 5.506 (5.350)] +2024-10-12 23:52:20,799 - Train: 46.93% [587150/1251000] [469.3/1000.0] [batch_t 0.146 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.001658] [CE 4.885 (4.736)] [KD 5.813 (5.423)] +2024-10-12 23:52:28,458 - Train: 46.94% [587200/1251000] [469.4/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.001658] [CE 4.560 (4.721)] [KD 5.586 (5.457)] +2024-10-12 23:52:35,976 - Train: 46.94% [587250/1251000] [469.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.007] [optim_t 0.145] [lr 0.001657] [CE 5.037 (4.736)] [KD 5.435 (5.506)] +2024-10-12 23:52:43,567 - Train: 46.95% [587300/1251000] [469.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001657] [CE 4.698 (4.669)] [KD 5.540 (5.419)] +2024-10-12 23:52:51,141 - Train: 46.95% [587350/1251000] [469.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001657] [CE 4.332 (4.642)] [KD 5.024 (5.420)] +2024-10-12 23:52:58,745 - Train: 46.95% [587400/1251000] [469.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001657] [CE 4.777 (4.594)] [KD 5.295 (5.348)] +2024-10-12 23:53:06,371 - Train: 46.96% [587450/1251000] [469.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001657] [CE 4.884 (4.607)] [KD 5.805 (5.383)] +2024-10-12 23:53:13,817 - Train: 46.96% [587500/1251000] [469.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.001656] [CE 4.490 (4.691)] [KD 5.610 (5.432)] +2024-10-12 23:53:21,612 - Train: 46.97% [587550/1251000] [469.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.001656] [CE 4.836 (4.689)] [KD 5.560 (5.417)] +2024-10-12 23:53:29,049 - Train: 46.97% [587600/1251000] [469.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.001656] [CE 4.535 (4.658)] [KD 4.996 (5.436)] +2024-10-12 23:53:36,738 - Train: 46.97% [587650/1251000] [469.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001656] [CE 4.908 (4.689)] [KD 5.607 (5.455)] +2024-10-12 23:53:44,209 - Train: 46.98% [587700/1251000] [469.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.001656] [CE 4.289 (4.700)] [KD 5.212 (5.559)] +2024-10-12 23:53:51,774 - Train: 46.98% [587750/1251000] [469.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001656] [CE 4.418 (4.678)] [KD 5.391 (5.432)] +2024-10-12 23:53:59,224 - Train: 46.99% [587800/1251000] [469.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.001655] [CE 4.757 (4.717)] [KD 5.740 (5.513)] +2024-10-12 23:54:06,797 - Train: 46.99% [587850/1251000] [469.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001655] [CE 4.769 (4.792)] [KD 5.839 (5.569)] +2024-10-12 23:54:14,363 - Train: 46.99% [587900/1251000] [469.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001655] [CE 4.832 (4.654)] [KD 5.405 (5.438)] +2024-10-12 23:54:22,006 - Train: 47.00% [587950/1251000] [470.0/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.001655] [CE 4.971 (4.678)] [KD 5.709 (5.389)] +2024-10-12 23:54:30,792 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 31859] [top5_cnt 42877] [top_all 50000] +2024-10-12 23:54:30,792 - net: 63.718 (85.754) +2024-10-12 23:54:36,603 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 35426] [top5_cnt 45011] [top_all 50000] +2024-10-12 23:54:36,603 - net_E: 70.852 (90.022) +2024-10-12 23:54:36,782 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.900 (epoch: 454)] +2024-10-12 23:54:36,782 - ==> Total time: 1 day, 2:07:27 Eta: 1 day, 5:27:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 23:54:44,195 - Train: 47.00% [588000/1251000] [470.0/1000.0] [batch_t 0.152 (0.163)] [data_t 0.004] [optim_t 0.148] [lr 0.001655] [CE 4.659 (4.714)] [KD 5.397 (5.436)] +2024-10-12 23:54:51,723 - Train: 47.01% [588050/1251000] [470.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001654] [CE 4.258 (4.704)] [KD 5.366 (5.415)] +2024-10-12 23:54:59,138 - Train: 47.01% [588100/1251000] [470.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001654] [CE 4.230 (4.628)] [KD 5.213 (5.401)] +2024-10-12 23:55:06,845 - Train: 47.01% [588150/1251000] [470.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001654] [CE 4.359 (4.725)] [KD 5.425 (5.459)] +2024-10-12 23:55:14,367 - Train: 47.02% [588200/1251000] [470.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.001654] [CE 4.326 (4.635)] [KD 4.773 (5.335)] +2024-10-12 23:55:21,906 - Train: 47.02% [588250/1251000] [470.2/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.001654] [CE 4.852 (4.589)] [KD 5.767 (5.306)] +2024-10-12 23:55:29,390 - Train: 47.03% [588300/1251000] [470.3/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.001654] [CE 4.420 (4.729)] [KD 5.213 (5.457)] +2024-10-12 23:55:36,768 - Train: 47.03% [588350/1251000] [470.3/1000.0] [batch_t 0.143 (0.147)] [data_t 0.003] [optim_t 0.139] [lr 0.001653] [CE 5.031 (4.764)] [KD 5.762 (5.470)] +2024-10-12 23:55:44,623 - Train: 47.03% [588400/1251000] [470.3/1000.0] [batch_t 0.146 (0.157)] [data_t 0.006] [optim_t 0.140] [lr 0.001653] [CE 4.547 (4.675)] [KD 5.317 (5.378)] +2024-10-12 23:55:52,101 - Train: 47.04% [588450/1251000] [470.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001653] [CE 4.684 (4.738)] [KD 5.075 (5.401)] +2024-10-12 23:55:59,603 - Train: 47.04% [588500/1251000] [470.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001653] [CE 4.595 (4.728)] [KD 5.420 (5.426)] +2024-10-12 23:56:07,021 - Train: 47.05% [588550/1251000] [470.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001653] [CE 4.678 (4.718)] [KD 5.442 (5.402)] +2024-10-12 23:56:14,640 - Train: 47.05% [588600/1251000] [470.5/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.001652] [CE 4.829 (4.647)] [KD 5.206 (5.379)] +2024-10-12 23:56:22,186 - Train: 47.05% [588650/1251000] [470.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001652] [CE 4.367 (4.691)] [KD 5.210 (5.436)] +2024-10-12 23:56:29,669 - Train: 47.06% [588700/1251000] [470.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001652] [CE 4.808 (4.669)] [KD 5.333 (5.408)] +2024-10-12 23:56:37,266 - Train: 47.06% [588750/1251000] [470.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001652] [CE 5.004 (4.740)] [KD 5.465 (5.457)] +2024-10-12 23:56:44,941 - Train: 47.07% [588800/1251000] [470.7/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.001652] [CE 4.613 (4.595)] [KD 5.350 (5.367)] +2024-10-12 23:56:52,274 - Train: 47.07% [588850/1251000] [470.7/1000.0] [batch_t 0.147 (0.147)] [data_t 0.006] [optim_t 0.142] [lr 0.001651] [CE 4.778 (4.756)] [KD 5.742 (5.459)] +2024-10-12 23:56:59,743 - Train: 47.07% [588900/1251000] [470.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001651] [CE 5.073 (4.657)] [KD 5.770 (5.398)] +2024-10-12 23:57:07,178 - Train: 47.08% [588950/1251000] [470.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001651] [CE 4.543 (4.713)] [KD 5.389 (5.465)] +2024-10-12 23:57:14,806 - Train: 47.08% [589000/1251000] [470.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001651] [CE 4.503 (4.700)] [KD 5.416 (5.460)] +2024-10-12 23:57:22,558 - Train: 47.09% [589050/1251000] [470.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.001651] [CE 4.512 (4.695)] [KD 5.570 (5.477)] +2024-10-12 23:57:30,079 - Train: 47.09% [589100/1251000] [470.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001651] [CE 4.612 (4.674)] [KD 5.335 (5.505)] +2024-10-12 23:57:37,589 - Train: 47.09% [589150/1251000] [470.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001650] [CE 4.889 (4.732)] [KD 5.707 (5.436)] +2024-10-12 23:57:45,003 - Train: 47.10% [589200/1251000] [471.0/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.001650] [CE 4.584 (4.682)] [KD 5.512 (5.425)] +2024-10-12 23:57:53,551 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.102)] [top1_cnt 32413] [top5_cnt 43149] [top_all 50000] +2024-10-12 23:57:53,551 - net: 64.826 (86.298) +2024-10-12 23:57:59,438 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 35409] [top5_cnt 44991] [top_all 50000] +2024-10-12 23:57:59,439 - net_E: 70.818 (89.982) +2024-10-12 23:57:59,565 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.900 (epoch: 454)] +2024-10-12 23:57:59,565 - ==> Total time: 1 day, 2:10:50 Eta: 1 day, 5:24:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-12 23:58:06,512 - Train: 47.10% [589250/1251000] [471.0/1000.0] [batch_t 0.145 (0.169)] [data_t 0.005] [optim_t 0.141] [lr 0.001650] [CE 4.896 (4.683)] [KD 5.620 (5.484)] +2024-10-12 23:58:13,897 - Train: 47.11% [589300/1251000] [471.1/1000.0] [batch_t 0.142 (0.148)] [data_t 0.003] [optim_t 0.139] [lr 0.001650] [CE 4.663 (4.616)] [KD 5.568 (5.316)] +2024-10-12 23:58:21,672 - Train: 47.11% [589350/1251000] [471.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.006] [optim_t 0.147] [lr 0.001650] [CE 4.138 (4.637)] [KD 4.975 (5.410)] +2024-10-12 23:58:29,194 - Train: 47.11% [589400/1251000] [471.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001649] [CE 4.844 (4.636)] [KD 5.526 (5.468)] +2024-10-12 23:58:36,707 - Train: 47.12% [589450/1251000] [471.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001649] [CE 4.614 (4.706)] [KD 5.251 (5.452)] +2024-10-12 23:58:44,216 - Train: 47.12% [589500/1251000] [471.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001649] [CE 4.070 (4.596)] [KD 5.076 (5.393)] +2024-10-12 23:58:51,719 - Train: 47.13% [589550/1251000] [471.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001649] [CE 4.619 (4.651)] [KD 5.198 (5.382)] +2024-10-12 23:58:59,101 - Train: 47.13% [589600/1251000] [471.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.001649] [CE 4.904 (4.646)] [KD 5.421 (5.415)] +2024-10-12 23:59:06,613 - Train: 47.13% [589650/1251000] [471.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.007] [optim_t 0.143] [lr 0.001649] [CE 4.734 (4.675)] [KD 5.221 (5.368)] +2024-10-12 23:59:14,121 - Train: 47.14% [589700/1251000] [471.4/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.001648] [CE 4.190 (4.623)] [KD 5.202 (5.319)] +2024-10-12 23:59:21,707 - Train: 47.14% [589750/1251000] [471.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.001648] [CE 4.538 (4.699)] [KD 5.146 (5.372)] +2024-10-12 23:59:29,332 - Train: 47.15% [589800/1251000] [471.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001648] [CE 4.416 (4.673)] [KD 5.405 (5.403)] +2024-10-12 23:59:36,829 - Train: 47.15% [589850/1251000] [471.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001648] [CE 4.840 (4.633)] [KD 5.383 (5.353)] +2024-10-12 23:59:44,196 - Train: 47.15% [589900/1251000] [471.5/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.001648] [CE 4.852 (4.782)] [KD 5.412 (5.432)] +2024-10-12 23:59:51,796 - Train: 47.16% [589950/1251000] [471.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.001647] [CE 4.220 (4.671)] [KD 5.307 (5.406)] +2024-10-12 23:59:59,268 - Train: 47.16% [590000/1251000] [471.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001647] [CE 5.135 (4.745)] [KD 5.719 (5.514)] +2024-10-13 00:00:06,748 - Train: 47.17% [590050/1251000] [471.7/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.151] [lr 0.001647] [CE 4.942 (4.641)] [KD 5.637 (5.398)] +2024-10-13 00:00:14,378 - Train: 47.17% [590100/1251000] [471.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001647] [CE 4.544 (4.675)] [KD 5.375 (5.386)] +2024-10-13 00:00:21,722 - Train: 47.17% [590150/1251000] [471.7/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.001647] [CE 4.622 (4.650)] [KD 5.254 (5.437)] +2024-10-13 00:00:29,318 - Train: 47.18% [590200/1251000] [471.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.001646] [CE 4.916 (4.651)] [KD 5.427 (5.372)] +2024-10-13 00:00:36,819 - Train: 47.18% [590250/1251000] [471.8/1000.0] [batch_t 0.143 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.001646] [CE 4.263 (4.601)] [KD 5.183 (5.376)] +2024-10-13 00:00:44,143 - Train: 47.19% [590300/1251000] [471.9/1000.0] [batch_t 0.140 (0.146)] [data_t 0.003] [optim_t 0.137] [lr 0.001646] [CE 4.889 (4.746)] [KD 6.083 (5.514)] +2024-10-13 00:00:51,725 - Train: 47.19% [590350/1251000] [471.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001646] [CE 4.161 (4.621)] [KD 5.305 (5.487)] +2024-10-13 00:00:59,181 - Train: 47.19% [590400/1251000] [471.9/1000.0] [batch_t 0.143 (0.149)] [data_t 0.004] [optim_t 0.139] [lr 0.001646] [CE 4.833 (4.702)] [KD 5.707 (5.547)] +2024-10-13 00:01:06,584 - Train: 47.20% [590450/1251000] [472.0/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.001646] [CE 4.573 (4.699)] [KD 5.240 (5.486)] +2024-10-13 00:01:15,450 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 31650] [top5_cnt 42490] [top_all 50000] +2024-10-13 00:01:15,451 - net: 63.300 (84.980) +2024-10-13 00:01:21,194 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 35447] [top5_cnt 45029] [top_all 50000] +2024-10-13 00:01:21,195 - net_E: 70.894 (90.058) +2024-10-13 00:01:21,339 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.900 (epoch: 454)] +2024-10-13 00:01:21,339 - ==> Total time: 1 day, 2:14:12 Eta: 1 day, 5:20:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 00:01:28,163 - Train: 47.20% [590500/1251000] [472.0/1000.0] [batch_t 0.146 (0.171)] [data_t 0.006] [optim_t 0.141] [lr 0.001645] [CE 5.146 (4.702)] [KD 5.686 (5.582)] +2024-10-13 00:01:35,547 - Train: 47.21% [590550/1251000] [472.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001645] [CE 4.695 (4.653)] [KD 5.517 (5.431)] +2024-10-13 00:01:43,143 - Train: 47.21% [590600/1251000] [472.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001645] [CE 4.115 (4.633)] [KD 5.365 (5.343)] +2024-10-13 00:01:50,659 - Train: 47.21% [590650/1251000] [472.1/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001645] [CE 4.525 (4.653)] [KD 5.420 (5.474)] +2024-10-13 00:01:58,057 - Train: 47.22% [590700/1251000] [472.2/1000.0] [batch_t 0.151 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.001645] [CE 4.776 (4.725)] [KD 5.282 (5.420)] +2024-10-13 00:02:05,516 - Train: 47.22% [590750/1251000] [472.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001644] [CE 3.889 (4.620)] [KD 4.928 (5.397)] +2024-10-13 00:02:13,330 - Train: 47.23% [590800/1251000] [472.3/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.001644] [CE 4.617 (4.606)] [KD 5.505 (5.364)] +2024-10-13 00:02:20,917 - Train: 47.23% [590850/1251000] [472.3/1000.0] [batch_t 0.278 (0.152)] [data_t 0.005] [optim_t 0.273] [lr 0.001644] [CE 4.502 (4.734)] [KD 5.321 (5.495)] +2024-10-13 00:02:28,737 - Train: 47.23% [590900/1251000] [472.3/1000.0] [batch_t 0.269 (0.156)] [data_t 0.004] [optim_t 0.265] [lr 0.001644] [CE 4.739 (4.663)] [KD 5.243 (5.352)] +2024-10-13 00:02:36,260 - Train: 47.24% [590950/1251000] [472.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.001644] [CE 4.566 (4.612)] [KD 5.420 (5.376)] +2024-10-13 00:02:43,704 - Train: 47.24% [591000/1251000] [472.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001644] [CE 4.358 (4.743)] [KD 5.176 (5.516)] +2024-10-13 00:02:51,102 - Train: 47.25% [591050/1251000] [472.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001643] [CE 5.062 (4.690)] [KD 5.214 (5.370)] +2024-10-13 00:02:58,514 - Train: 47.25% [591100/1251000] [472.5/1000.0] [batch_t 0.157 (0.148)] [data_t 0.003] [optim_t 0.153] [lr 0.001643] [CE 5.019 (4.696)] [KD 6.051 (5.407)] +2024-10-13 00:03:06,055 - Train: 47.25% [591150/1251000] [472.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001643] [CE 4.832 (4.673)] [KD 5.470 (5.392)] +2024-10-13 00:03:13,917 - Train: 47.26% [591200/1251000] [472.6/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.001643] [CE 5.031 (4.623)] [KD 5.733 (5.379)] +2024-10-13 00:03:21,396 - Train: 47.26% [591250/1251000] [472.6/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.139] [lr 0.001643] [CE 4.881 (4.630)] [KD 5.576 (5.442)] +2024-10-13 00:03:28,762 - Train: 47.27% [591300/1251000] [472.7/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.001642] [CE 3.897 (4.734)] [KD 5.150 (5.489)] +2024-10-13 00:03:36,372 - Train: 47.27% [591350/1251000] [472.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001642] [CE 4.235 (4.682)] [KD 5.343 (5.415)] +2024-10-13 00:03:43,793 - Train: 47.27% [591400/1251000] [472.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001642] [CE 4.697 (4.685)] [KD 5.802 (5.372)] +2024-10-13 00:03:51,257 - Train: 47.28% [591450/1251000] [472.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.001642] [CE 4.926 (4.672)] [KD 5.457 (5.387)] +2024-10-13 00:03:58,894 - Train: 47.28% [591500/1251000] [472.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001642] [CE 4.478 (4.690)] [KD 5.105 (5.456)] +2024-10-13 00:04:06,296 - Train: 47.29% [591550/1251000] [472.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.001641] [CE 4.662 (4.672)] [KD 5.295 (5.475)] +2024-10-13 00:04:13,665 - Train: 47.29% [591600/1251000] [472.9/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.001641] [CE 4.879 (4.713)] [KD 5.564 (5.454)] +2024-10-13 00:04:21,379 - Train: 47.29% [591650/1251000] [472.9/1000.0] [batch_t 0.143 (0.154)] [data_t 0.004] [optim_t 0.139] [lr 0.001641] [CE 4.616 (4.698)] [KD 5.475 (5.496)] +2024-10-13 00:04:28,776 - Train: 47.30% [591700/1251000] [473.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001641] [CE 5.061 (4.689)] [KD 5.769 (5.460)] +2024-10-13 00:04:38,048 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 32245] [top5_cnt 43162] [top_all 50000] +2024-10-13 00:04:38,049 - net: 64.490 (86.324) +2024-10-13 00:04:43,911 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 35449] [top5_cnt 45049] [top_all 50000] +2024-10-13 00:04:43,912 - net_E: 70.898 (90.098) +2024-10-13 00:04:44,092 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.900 (epoch: 454)] +2024-10-13 00:04:44,093 - ==> Total time: 1 day, 2:17:35 Eta: 1 day, 5:17:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 00:04:50,669 - Train: 47.30% [591750/1251000] [473.0/1000.0] [batch_t 0.147 (0.169)] [data_t 0.005] [optim_t 0.142] [lr 0.001641] [CE 5.137 (4.637)] [KD 5.559 (5.441)] +2024-10-13 00:04:58,169 - Train: 47.31% [591800/1251000] [473.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001641] [CE 4.480 (4.633)] [KD 4.948 (5.375)] +2024-10-13 00:05:05,584 - Train: 47.31% [591850/1251000] [473.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001640] [CE 4.780 (4.730)] [KD 5.409 (5.399)] +2024-10-13 00:05:13,088 - Train: 47.31% [591900/1251000] [473.1/1000.0] [batch_t 0.142 (0.150)] [data_t 0.003] [optim_t 0.139] [lr 0.001640] [CE 4.560 (4.639)] [KD 5.522 (5.477)] +2024-10-13 00:05:20,696 - Train: 47.32% [591950/1251000] [473.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001640] [CE 4.195 (4.652)] [KD 5.022 (5.394)] +2024-10-13 00:05:28,111 - Train: 47.32% [592000/1251000] [473.2/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.001640] [CE 4.510 (4.662)] [KD 5.258 (5.389)] +2024-10-13 00:05:36,218 - Train: 47.33% [592050/1251000] [473.3/1000.0] [batch_t 0.149 (0.162)] [data_t 0.006] [optim_t 0.143] [lr 0.001640] [CE 4.639 (4.666)] [KD 5.254 (5.408)] +2024-10-13 00:05:43,749 - Train: 47.33% [592100/1251000] [473.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.001639] [CE 4.101 (4.715)] [KD 4.697 (5.350)] +2024-10-13 00:05:51,223 - Train: 47.33% [592150/1251000] [473.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001639] [CE 5.051 (4.691)] [KD 5.752 (5.423)] +2024-10-13 00:05:58,778 - Train: 47.34% [592200/1251000] [473.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001639] [CE 5.006 (4.703)] [KD 5.806 (5.450)] +2024-10-13 00:06:06,374 - Train: 47.34% [592250/1251000] [473.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.001639] [CE 4.585 (4.684)] [KD 5.276 (5.391)] +2024-10-13 00:06:13,957 - Train: 47.35% [592300/1251000] [473.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001639] [CE 4.621 (4.664)] [KD 5.362 (5.396)] +2024-10-13 00:06:21,695 - Train: 47.35% [592350/1251000] [473.5/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.001638] [CE 4.748 (4.655)] [KD 5.282 (5.324)] +2024-10-13 00:06:29,103 - Train: 47.35% [592400/1251000] [473.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001638] [CE 4.809 (4.694)] [KD 5.396 (5.396)] +2024-10-13 00:06:36,702 - Train: 47.36% [592450/1251000] [473.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001638] [CE 5.034 (4.668)] [KD 5.414 (5.408)] +2024-10-13 00:06:44,246 - Train: 47.36% [592500/1251000] [473.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001638] [CE 4.923 (4.702)] [KD 5.434 (5.371)] +2024-10-13 00:06:51,677 - Train: 47.37% [592550/1251000] [473.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.001638] [CE 5.016 (4.741)] [KD 5.388 (5.415)] +2024-10-13 00:06:59,349 - Train: 47.37% [592600/1251000] [473.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001638] [CE 4.784 (4.762)] [KD 5.500 (5.467)] +2024-10-13 00:07:07,026 - Train: 47.37% [592650/1251000] [473.7/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.001637] [CE 4.539 (4.658)] [KD 5.457 (5.318)] +2024-10-13 00:07:14,432 - Train: 47.38% [592700/1251000] [473.8/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001637] [CE 4.877 (4.613)] [KD 5.395 (5.339)] +2024-10-13 00:07:22,140 - Train: 47.38% [592750/1251000] [473.8/1000.0] [batch_t 0.266 (0.154)] [data_t 0.003] [optim_t 0.262] [lr 0.001637] [CE 4.845 (4.696)] [KD 5.447 (5.405)] +2024-10-13 00:07:29,695 - Train: 47.39% [592800/1251000] [473.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001637] [CE 4.993 (4.686)] [KD 5.074 (5.462)] +2024-10-13 00:07:37,100 - Train: 47.39% [592850/1251000] [473.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001637] [CE 4.482 (4.624)] [KD 4.944 (5.379)] +2024-10-13 00:07:44,856 - Train: 47.39% [592900/1251000] [473.9/1000.0] [batch_t 0.144 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.001636] [CE 4.760 (4.596)] [KD 5.516 (5.408)] +2024-10-13 00:07:52,270 - Train: 47.40% [592950/1251000] [474.0/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.001636] [CE 4.722 (4.677)] [KD 5.255 (5.432)] +2024-10-13 00:08:01,339 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 32356] [top5_cnt 43195] [top_all 50000] +2024-10-13 00:08:01,340 - net: 64.712 (86.390) +2024-10-13 00:08:07,207 - Test (net_E): 100.00% [50/50] [batch_t 0.058 (0.104)] [top1_cnt 35414] [top5_cnt 45052] [top_all 50000] +2024-10-13 00:08:07,207 - net_E: 70.828 (90.104) +2024-10-13 00:08:07,376 - Max [top1: 65.370 (epoch: 435)] [top1-ema: 70.900 (epoch: 454)] +2024-10-13 00:08:07,376 - ==> Total time: 1 day, 2:20:58 Eta: 1 day, 5:14:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 00:08:13,750 - Train: 47.40% [593000/1251000] [474.0/1000.0] [batch_t 0.149 (0.178)] [data_t 0.004] [optim_t 0.145] [lr 0.001636] [CE 5.333 (4.762)] [KD 5.313 (5.357)] +2024-10-13 00:08:21,144 - Train: 47.41% [593050/1251000] [474.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001636] [CE 4.661 (4.725)] [KD 5.381 (5.406)] +2024-10-13 00:08:28,711 - Train: 47.41% [593100/1251000] [474.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001636] [CE 4.459 (4.679)] [KD 5.445 (5.386)] +2024-10-13 00:08:36,399 - Train: 47.41% [593150/1251000] [474.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.001636] [CE 5.099 (4.714)] [KD 5.706 (5.454)] +2024-10-13 00:08:43,957 - Train: 47.42% [593200/1251000] [474.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001635] [CE 5.032 (4.680)] [KD 5.468 (5.443)] +2024-10-13 00:08:51,402 - Train: 47.42% [593250/1251000] [474.2/1000.0] [batch_t 0.155 (0.149)] [data_t 0.003] [optim_t 0.153] [lr 0.001635] [CE 4.604 (4.695)] [KD 5.439 (5.436)] +2024-10-13 00:08:59,160 - Train: 47.43% [593300/1251000] [474.3/1000.0] [batch_t 0.144 (0.155)] [data_t 0.004] [optim_t 0.140] [lr 0.001635] [CE 4.551 (4.636)] [KD 5.154 (5.458)] +2024-10-13 00:09:06,598 - Train: 47.43% [593350/1251000] [474.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.001635] [CE 5.087 (4.661)] [KD 5.436 (5.472)] +2024-10-13 00:09:14,017 - Train: 47.43% [593400/1251000] [474.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001635] [CE 5.181 (4.633)] [KD 5.576 (5.388)] +2024-10-13 00:09:21,661 - Train: 47.44% [593450/1251000] [474.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001634] [CE 4.432 (4.661)] [KD 5.092 (5.386)] +2024-10-13 00:09:29,204 - Train: 47.44% [593500/1251000] [474.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001634] [CE 4.993 (4.720)] [KD 5.517 (5.464)] +2024-10-13 00:09:36,848 - Train: 47.45% [593550/1251000] [474.5/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.001634] [CE 4.418 (4.640)] [KD 5.374 (5.436)] +2024-10-13 00:09:44,369 - Train: 47.45% [593600/1251000] [474.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.001634] [CE 4.904 (4.740)] [KD 5.664 (5.512)] +2024-10-13 00:09:51,767 - Train: 47.45% [593650/1251000] [474.5/1000.0] [batch_t 0.155 (0.148)] [data_t 0.004] [optim_t 0.151] [lr 0.001634] [CE 4.304 (4.662)] [KD 5.048 (5.415)] +2024-10-13 00:09:59,310 - Train: 47.46% [593700/1251000] [474.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001633] [CE 4.419 (4.680)] [KD 5.360 (5.485)] +2024-10-13 00:10:06,992 - Train: 47.46% [593750/1251000] [474.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001633] [CE 3.999 (4.649)] [KD 5.458 (5.413)] +2024-10-13 00:10:14,648 - Train: 47.47% [593800/1251000] [474.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001633] [CE 4.911 (4.676)] [KD 5.435 (5.410)] +2024-10-13 00:10:22,324 - Train: 47.47% [593850/1251000] [474.7/1000.0] [batch_t 0.267 (0.153)] [data_t 0.005] [optim_t 0.262] [lr 0.001633] [CE 4.504 (4.687)] [KD 5.415 (5.453)] +2024-10-13 00:10:29,768 - Train: 47.47% [593900/1251000] [474.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001633] [CE 4.778 (4.590)] [KD 5.493 (5.384)] +2024-10-13 00:10:37,135 - Train: 47.48% [593950/1251000] [474.8/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.001633] [CE 5.041 (4.710)] [KD 5.702 (5.478)] +2024-10-13 00:10:44,875 - Train: 47.48% [594000/1251000] [474.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001632] [CE 5.067 (4.739)] [KD 5.400 (5.529)] +2024-10-13 00:10:52,301 - Train: 47.49% [594050/1251000] [474.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.007] [optim_t 0.142] [lr 0.001632] [CE 4.658 (4.654)] [KD 5.414 (5.458)] +2024-10-13 00:10:59,938 - Train: 47.49% [594100/1251000] [474.9/1000.0] [batch_t 0.143 (0.153)] [data_t 0.003] [optim_t 0.140] [lr 0.001632] [CE 5.497 (4.675)] [KD 5.616 (5.485)] +2024-10-13 00:11:07,556 - Train: 47.49% [594150/1251000] [474.9/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001632] [CE 4.157 (4.614)] [KD 5.297 (5.397)] +2024-10-13 00:11:14,975 - Train: 47.50% [594200/1251000] [475.0/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.140] [lr 0.001632] [CE 4.511 (4.684)] [KD 5.407 (5.383)] +2024-10-13 00:11:24,225 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 32744] [top5_cnt 43490] [top_all 50000] +2024-10-13 00:11:24,225 - net: 65.488 (86.980) +2024-10-13 00:11:30,196 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 35371] [top5_cnt 45036] [top_all 50000] +2024-10-13 00:11:30,197 - net_E: 70.742 (90.072) +2024-10-13 00:11:30,346 - Max [top1: 65.488 (epoch: 475)] [top1-ema: 70.900 (epoch: 454)] +2024-10-13 00:11:30,346 - ==> Total time: 1 day, 2:24:21 Eta: 1 day, 5:11:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 00:11:37,182 - Train: 47.50% [594250/1251000] [475.0/1000.0] [batch_t 0.264 (0.168)] [data_t 0.005] [optim_t 0.258] [lr 0.001631] [CE 4.556 (4.609)] [KD 5.169 (5.347)] +2024-10-13 00:11:44,912 - Train: 47.51% [594300/1251000] [475.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001631] [CE 4.769 (4.661)] [KD 5.031 (5.385)] +2024-10-13 00:11:52,234 - Train: 47.51% [594350/1251000] [475.1/1000.0] [batch_t 0.145 (0.146)] [data_t 0.006] [optim_t 0.140] [lr 0.001631] [CE 4.783 (4.658)] [KD 5.580 (5.389)] +2024-10-13 00:11:59,877 - Train: 47.51% [594400/1251000] [475.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.001631] [CE 4.415 (4.704)] [KD 5.108 (5.420)] +2024-10-13 00:12:07,319 - Train: 47.52% [594450/1251000] [475.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001631] [CE 4.111 (4.633)] [KD 5.248 (5.370)] +2024-10-13 00:12:14,761 - Train: 47.52% [594500/1251000] [475.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001630] [CE 4.426 (4.643)] [KD 4.882 (5.383)] +2024-10-13 00:12:22,395 - Train: 47.53% [594550/1251000] [475.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001630] [CE 4.680 (4.642)] [KD 5.379 (5.334)] +2024-10-13 00:12:29,923 - Train: 47.53% [594600/1251000] [475.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001630] [CE 4.900 (4.667)] [KD 5.526 (5.324)] +2024-10-13 00:12:37,451 - Train: 47.53% [594650/1251000] [475.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.001630] [CE 4.359 (4.646)] [KD 5.140 (5.308)] +2024-10-13 00:12:45,210 - Train: 47.54% [594700/1251000] [475.4/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.001630] [CE 5.349 (4.759)] [KD 5.508 (5.451)] +2024-10-13 00:12:52,629 - Train: 47.54% [594750/1251000] [475.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.001630] [CE 4.557 (4.663)] [KD 5.186 (5.330)] +2024-10-13 00:13:00,044 - Train: 47.55% [594800/1251000] [475.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.001629] [CE 4.554 (4.622)] [KD 5.515 (5.382)] +2024-10-13 00:13:07,671 - Train: 47.55% [594850/1251000] [475.5/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.001629] [CE 4.261 (4.766)] [KD 5.399 (5.445)] +2024-10-13 00:13:15,070 - Train: 47.55% [594900/1251000] [475.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001629] [CE 4.744 (4.652)] [KD 5.593 (5.397)] +2024-10-13 00:13:22,541 - Train: 47.56% [594950/1251000] [475.6/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.001629] [CE 4.067 (4.681)] [KD 5.079 (5.451)] +2024-10-13 00:13:30,152 - Train: 47.56% [595000/1251000] [475.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001629] [CE 4.584 (4.677)] [KD 5.219 (5.430)] +2024-10-13 00:13:37,506 - Train: 47.57% [595050/1251000] [475.7/1000.0] [batch_t 0.149 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.001628] [CE 4.411 (4.713)] [KD 5.319 (5.399)] +2024-10-13 00:13:45,017 - Train: 47.57% [595100/1251000] [475.7/1000.0] [batch_t 0.159 (0.150)] [data_t 0.006] [optim_t 0.153] [lr 0.001628] [CE 5.211 (4.624)] [KD 5.765 (5.424)] +2024-10-13 00:13:52,767 - Train: 47.57% [595150/1251000] [475.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001628] [CE 4.616 (4.796)] [KD 5.342 (5.529)] +2024-10-13 00:14:00,185 - Train: 47.58% [595200/1251000] [475.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001628] [CE 4.507 (4.638)] [KD 5.327 (5.401)] +2024-10-13 00:14:07,694 - Train: 47.58% [595250/1251000] [475.8/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001628] [CE 4.309 (4.629)] [KD 5.331 (5.399)] +2024-10-13 00:14:15,265 - Train: 47.59% [595300/1251000] [475.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.001628] [CE 4.214 (4.677)] [KD 5.311 (5.418)] +2024-10-13 00:14:22,739 - Train: 47.59% [595350/1251000] [475.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001627] [CE 4.713 (4.732)] [KD 5.616 (5.399)] +2024-10-13 00:14:30,342 - Train: 47.59% [595400/1251000] [475.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001627] [CE 4.699 (4.708)] [KD 5.349 (5.467)] +2024-10-13 00:14:37,668 - Train: 47.60% [595450/1251000] [476.0/1000.0] [batch_t 0.147 (0.146)] [data_t 0.003] [optim_t 0.144] [lr 0.001627] [CE 4.847 (4.680)] [KD 5.492 (5.425)] +2024-10-13 00:14:47,213 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 31269] [top5_cnt 42410] [top_all 50000] +2024-10-13 00:14:47,214 - net: 62.538 (84.820) +2024-10-13 00:14:53,074 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 35400] [top5_cnt 45037] [top_all 50000] +2024-10-13 00:14:53,074 - net_E: 70.800 (90.074) +2024-10-13 00:14:53,208 - Max [top1: 65.488 (epoch: 475)] [top1-ema: 70.900 (epoch: 454)] +2024-10-13 00:14:53,208 - ==> Total time: 1 day, 2:27:44 Eta: 1 day, 5:07:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 00:14:58,877 - Train: 47.60% [595500/1251000] [476.0/1000.0] [batch_t 0.150 (0.163)] [data_t 0.007] [optim_t 0.143] [lr 0.001627] [CE 4.322 (4.651)] [KD 5.283 (5.408)] +2024-10-13 00:15:06,620 - Train: 47.61% [595550/1251000] [476.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.001627] [CE 4.434 (4.603)] [KD 5.432 (5.358)] +2024-10-13 00:15:14,255 - Train: 47.61% [595600/1251000] [476.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.001626] [CE 4.369 (4.795)] [KD 5.345 (5.462)] +2024-10-13 00:15:21,806 - Train: 47.61% [595650/1251000] [476.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001626] [CE 5.001 (4.663)] [KD 5.535 (5.374)] +2024-10-13 00:15:29,334 - Train: 47.62% [595700/1251000] [476.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001626] [CE 4.505 (4.713)] [KD 5.487 (5.357)] +2024-10-13 00:15:36,895 - Train: 47.62% [595750/1251000] [476.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001626] [CE 4.673 (4.678)] [KD 5.222 (5.358)] +2024-10-13 00:15:44,531 - Train: 47.63% [595800/1251000] [476.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.007] [optim_t 0.140] [lr 0.001626] [CE 4.652 (4.663)] [KD 5.346 (5.401)] +2024-10-13 00:15:52,080 - Train: 47.63% [595850/1251000] [476.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001625] [CE 4.890 (4.645)] [KD 5.648 (5.390)] +2024-10-13 00:15:59,835 - Train: 47.63% [595900/1251000] [476.3/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.001625] [CE 5.181 (4.700)] [KD 5.671 (5.377)] +2024-10-13 00:16:07,394 - Train: 47.64% [595950/1251000] [476.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.001625] [CE 4.563 (4.698)] [KD 5.348 (5.442)] +2024-10-13 00:16:14,779 - Train: 47.64% [596000/1251000] [476.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001625] [CE 4.820 (4.680)] [KD 5.556 (5.409)] +2024-10-13 00:16:22,289 - Train: 47.65% [596050/1251000] [476.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.001625] [CE 4.520 (4.652)] [KD 5.172 (5.377)] +2024-10-13 00:16:29,825 - Train: 47.65% [596100/1251000] [476.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001625] [CE 4.407 (4.652)] [KD 5.367 (5.373)] +2024-10-13 00:16:37,373 - Train: 47.65% [596150/1251000] [476.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001624] [CE 4.244 (4.625)] [KD 4.751 (5.345)] +2024-10-13 00:16:45,012 - Train: 47.66% [596200/1251000] [476.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001624] [CE 4.577 (4.740)] [KD 5.399 (5.430)] +2024-10-13 00:16:52,834 - Train: 47.66% [596250/1251000] [476.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.009] [optim_t 0.140] [lr 0.001624] [CE 4.777 (4.631)] [KD 5.463 (5.420)] +2024-10-13 00:17:00,271 - Train: 47.67% [596300/1251000] [476.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001624] [CE 4.639 (4.662)] [KD 5.482 (5.410)] +2024-10-13 00:17:07,862 - Train: 47.67% [596350/1251000] [476.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001624] [CE 4.448 (4.680)] [KD 5.175 (5.375)] +2024-10-13 00:17:15,420 - Train: 47.67% [596400/1251000] [476.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001623] [CE 4.437 (4.686)] [KD 5.090 (5.394)] +2024-10-13 00:17:22,909 - Train: 47.68% [596450/1251000] [476.8/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001623] [CE 4.671 (4.688)] [KD 5.387 (5.413)] +2024-10-13 00:17:30,409 - Train: 47.68% [596500/1251000] [476.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.001623] [CE 3.983 (4.655)] [KD 5.185 (5.406)] +2024-10-13 00:17:37,919 - Train: 47.69% [596550/1251000] [476.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.001623] [CE 4.522 (4.621)] [KD 5.310 (5.378)] +2024-10-13 00:17:45,404 - Train: 47.69% [596600/1251000] [476.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001623] [CE 4.393 (4.673)] [KD 5.403 (5.443)] +2024-10-13 00:17:53,106 - Train: 47.69% [596650/1251000] [476.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001622] [CE 4.358 (4.709)] [KD 5.008 (5.461)] +2024-10-13 00:18:00,626 - Train: 47.70% [596700/1251000] [477.0/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001622] [CE 4.732 (4.637)] [KD 5.314 (5.304)] +2024-10-13 00:18:10,385 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 32711] [top5_cnt 43469] [top_all 50000] +2024-10-13 00:18:10,386 - net: 65.422 (86.938) +2024-10-13 00:18:16,268 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35410] [top5_cnt 45039] [top_all 50000] +2024-10-13 00:18:16,268 - net_E: 70.820 (90.078) +2024-10-13 00:18:16,555 - Max [top1: 65.488 (epoch: 475)] [top1-ema: 70.900 (epoch: 454)] +2024-10-13 00:18:16,556 - ==> Total time: 1 day, 2:31:07 Eta: 1 day, 5:04:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 00:18:21,968 - Train: 47.70% [596750/1251000] [477.0/1000.0] [batch_t 0.148 (0.169)] [data_t 0.003] [optim_t 0.144] [lr 0.001622] [CE 5.125 (4.662)] [KD 5.643 (5.371)] +2024-10-13 00:18:29,571 - Train: 47.71% [596800/1251000] [477.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001622] [CE 4.613 (4.633)] [KD 5.287 (5.348)] +2024-10-13 00:18:37,074 - Train: 47.71% [596850/1251000] [477.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.001622] [CE 4.630 (4.632)] [KD 5.469 (5.359)] +2024-10-13 00:18:44,470 - Train: 47.71% [596900/1251000] [477.1/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.001622] [CE 5.218 (4.689)] [KD 5.699 (5.434)] +2024-10-13 00:18:52,108 - Train: 47.72% [596950/1251000] [477.2/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.001621] [CE 4.951 (4.656)] [KD 5.363 (5.326)] +2024-10-13 00:18:59,915 - Train: 47.72% [597000/1251000] [477.2/1000.0] [batch_t 0.146 (0.156)] [data_t 0.006] [optim_t 0.140] [lr 0.001621] [CE 4.524 (4.694)] [KD 5.448 (5.350)] +2024-10-13 00:19:07,341 - Train: 47.73% [597050/1251000] [477.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.001621] [CE 4.544 (4.649)] [KD 5.313 (5.354)] +2024-10-13 00:19:14,903 - Train: 47.73% [597100/1251000] [477.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.001621] [CE 4.922 (4.693)] [KD 5.298 (5.354)] +2024-10-13 00:19:22,306 - Train: 47.73% [597150/1251000] [477.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.001621] [CE 4.928 (4.670)] [KD 5.629 (5.424)] +2024-10-13 00:19:30,004 - Train: 47.74% [597200/1251000] [477.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001620] [CE 4.714 (4.664)] [KD 5.430 (5.425)] +2024-10-13 00:19:37,658 - Train: 47.74% [597250/1251000] [477.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001620] [CE 5.162 (4.685)] [KD 5.778 (5.482)] +2024-10-13 00:19:45,439 - Train: 47.75% [597300/1251000] [477.5/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.001620] [CE 4.411 (4.605)] [KD 5.323 (5.466)] +2024-10-13 00:19:52,826 - Train: 47.75% [597350/1251000] [477.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001620] [CE 5.016 (4.690)] [KD 5.634 (5.378)] +2024-10-13 00:20:00,250 - Train: 47.75% [597400/1251000] [477.5/1000.0] [batch_t 0.153 (0.148)] [data_t 0.006] [optim_t 0.147] [lr 0.001620] [CE 4.524 (4.693)] [KD 5.409 (5.454)] +2024-10-13 00:20:07,688 - Train: 47.76% [597450/1251000] [477.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001620] [CE 4.517 (4.619)] [KD 5.205 (5.403)] +2024-10-13 00:20:15,468 - Train: 47.76% [597500/1251000] [477.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001619] [CE 4.494 (4.609)] [KD 5.474 (5.341)] +2024-10-13 00:20:22,893 - Train: 47.77% [597550/1251000] [477.7/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.001619] [CE 4.246 (4.574)] [KD 5.292 (5.350)] +2024-10-13 00:20:30,700 - Train: 47.77% [597600/1251000] [477.7/1000.0] [batch_t 0.293 (0.156)] [data_t 0.006] [optim_t 0.288] [lr 0.001619] [CE 3.703 (4.650)] [KD 5.155 (5.385)] +2024-10-13 00:20:38,170 - Train: 47.77% [597650/1251000] [477.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.001619] [CE 4.639 (4.697)] [KD 5.294 (5.465)] +2024-10-13 00:20:45,794 - Train: 47.78% [597700/1251000] [477.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001619] [CE 4.796 (4.681)] [KD 5.545 (5.423)] +2024-10-13 00:20:53,261 - Train: 47.78% [597750/1251000] [477.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001618] [CE 4.974 (4.648)] [KD 5.744 (5.415)] +2024-10-13 00:21:00,937 - Train: 47.79% [597800/1251000] [477.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.001618] [CE 4.542 (4.720)] [KD 5.225 (5.434)] +2024-10-13 00:21:08,654 - Train: 47.79% [597850/1251000] [477.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.010] [optim_t 0.140] [lr 0.001618] [CE 4.721 (4.705)] [KD 5.306 (5.395)] +2024-10-13 00:21:16,198 - Train: 47.79% [597900/1251000] [477.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.001618] [CE 4.529 (4.597)] [KD 5.240 (5.331)] +2024-10-13 00:21:23,620 - Train: 47.80% [597950/1251000] [478.0/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.139] [lr 0.001618] [CE 4.690 (4.657)] [KD 5.313 (5.397)] +2024-10-13 00:21:33,452 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 31461] [top5_cnt 42506] [top_all 50000] +2024-10-13 00:21:33,452 - net: 62.922 (85.012) +2024-10-13 00:21:39,233 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 35473] [top5_cnt 45033] [top_all 50000] +2024-10-13 00:21:39,233 - net_E: 70.946 (90.066) +2024-10-13 00:21:39,374 - Max [top1: 65.488 (epoch: 475)] [top1-ema: 70.946 (epoch: 478)] +2024-10-13 00:21:39,374 - ==> Total time: 1 day, 2:34:30 Eta: 1 day, 5:01:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 00:21:45,250 - Train: 47.80% [598000/1251000] [478.0/1000.0] [batch_t 0.155 (0.166)] [data_t 0.005] [optim_t 0.150] [lr 0.001617] [CE 5.099 (4.774)] [KD 5.574 (5.549)] +2024-10-13 00:21:52,840 - Train: 47.81% [598050/1251000] [478.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001617] [CE 4.989 (4.686)] [KD 5.688 (5.276)] +2024-10-13 00:22:00,639 - Train: 47.81% [598100/1251000] [478.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.006] [optim_t 0.140] [lr 0.001617] [CE 4.633 (4.680)] [KD 5.448 (5.407)] +2024-10-13 00:22:08,336 - Train: 47.81% [598150/1251000] [478.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.006] [optim_t 0.139] [lr 0.001617] [CE 4.805 (4.667)] [KD 5.184 (5.370)] +2024-10-13 00:22:15,785 - Train: 47.82% [598200/1251000] [478.2/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.001617] [CE 5.149 (4.677)] [KD 5.425 (5.334)] +2024-10-13 00:22:23,467 - Train: 47.82% [598250/1251000] [478.2/1000.0] [batch_t 0.158 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.001617] [CE 4.642 (4.634)] [KD 5.507 (5.371)] +2024-10-13 00:22:31,040 - Train: 47.83% [598300/1251000] [478.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.001616] [CE 4.961 (4.710)] [KD 5.527 (5.372)] +2024-10-13 00:22:38,713 - Train: 47.83% [598350/1251000] [478.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001616] [CE 4.832 (4.702)] [KD 5.263 (5.385)] +2024-10-13 00:22:46,438 - Train: 47.83% [598400/1251000] [478.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.001616] [CE 5.120 (4.776)] [KD 5.531 (5.465)] +2024-10-13 00:22:53,814 - Train: 47.84% [598450/1251000] [478.4/1000.0] [batch_t 0.147 (0.147)] [data_t 0.006] [optim_t 0.141] [lr 0.001616] [CE 5.023 (4.742)] [KD 5.257 (5.498)] +2024-10-13 00:23:01,365 - Train: 47.84% [598500/1251000] [478.4/1000.0] [batch_t 0.263 (0.151)] [data_t 0.004] [optim_t 0.259] [lr 0.001616] [CE 4.425 (4.753)] [KD 5.196 (5.423)] +2024-10-13 00:23:08,964 - Train: 47.85% [598550/1251000] [478.5/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.001615] [CE 5.093 (4.650)] [KD 5.601 (5.405)] +2024-10-13 00:23:16,583 - Train: 47.85% [598600/1251000] [478.5/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.001615] [CE 4.945 (4.711)] [KD 5.626 (5.427)] +2024-10-13 00:23:24,468 - Train: 47.85% [598650/1251000] [478.5/1000.0] [batch_t 0.157 (0.158)] [data_t 0.005] [optim_t 0.152] [lr 0.001615] [CE 4.831 (4.690)] [KD 5.969 (5.492)] +2024-10-13 00:23:32,233 - Train: 47.86% [598700/1251000] [478.6/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.001615] [CE 4.281 (4.670)] [KD 5.169 (5.455)] +2024-10-13 00:23:39,696 - Train: 47.86% [598750/1251000] [478.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.001615] [CE 5.042 (4.648)] [KD 5.405 (5.428)] +2024-10-13 00:23:47,460 - Train: 47.87% [598800/1251000] [478.7/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.001614] [CE 4.291 (4.625)] [KD 5.229 (5.425)] +2024-10-13 00:23:54,903 - Train: 47.87% [598850/1251000] [478.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.007] [optim_t 0.140] [lr 0.001614] [CE 4.424 (4.638)] [KD 5.120 (5.412)] +2024-10-13 00:24:02,360 - Train: 47.87% [598900/1251000] [478.7/1000.0] [batch_t 0.156 (0.149)] [data_t 0.003] [optim_t 0.153] [lr 0.001614] [CE 4.924 (4.688)] [KD 5.253 (5.412)] +2024-10-13 00:24:10,153 - Train: 47.88% [598950/1251000] [478.8/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.001614] [CE 4.555 (4.696)] [KD 5.501 (5.441)] +2024-10-13 00:24:17,818 - Train: 47.88% [599000/1251000] [478.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001614] [CE 4.771 (4.680)] [KD 5.238 (5.447)] +2024-10-13 00:24:25,233 - Train: 47.89% [599050/1251000] [478.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.001614] [CE 4.560 (4.639)] [KD 5.324 (5.338)] +2024-10-13 00:24:32,856 - Train: 47.89% [599100/1251000] [478.9/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001613] [CE 4.364 (4.707)] [KD 5.123 (5.442)] +2024-10-13 00:24:40,240 - Train: 47.89% [599150/1251000] [478.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.140] [lr 0.001613] [CE 4.730 (4.668)] [KD 5.474 (5.372)] +2024-10-13 00:24:47,795 - Train: 47.90% [599200/1251000] [479.0/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.001613] [CE 4.844 (4.700)] [KD 5.360 (5.499)] +2024-10-13 00:24:57,640 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 32354] [top5_cnt 43135] [top_all 50000] +2024-10-13 00:24:57,640 - net: 64.708 (86.270) +2024-10-13 00:25:03,483 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35471] [top5_cnt 45006] [top_all 50000] +2024-10-13 00:25:03,483 - net_E: 70.942 (90.012) +2024-10-13 00:25:03,627 - Max [top1: 65.488 (epoch: 475)] [top1-ema: 70.946 (epoch: 478)] +2024-10-13 00:25:03,627 - ==> Total time: 1 day, 2:37:54 Eta: 1 day, 4:58:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 00:25:11,230 - Train: 47.90% [599250/1251000] [479.0/1000.0] [batch_t 0.147 (0.177)] [data_t 0.006] [optim_t 0.142] [lr 0.001613] [CE 4.941 (4.638)] [KD 5.518 (5.425)] +2024-10-13 00:25:18,930 - Train: 47.91% [599300/1251000] [479.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001613] [CE 4.581 (4.583)] [KD 5.360 (5.377)] +2024-10-13 00:25:26,626 - Train: 47.91% [599350/1251000] [479.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.007] [optim_t 0.138] [lr 0.001612] [CE 4.955 (4.647)] [KD 5.548 (5.375)] +2024-10-13 00:25:34,130 - Train: 47.91% [599400/1251000] [479.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001612] [CE 4.263 (4.673)] [KD 5.137 (5.418)] +2024-10-13 00:25:41,556 - Train: 47.92% [599450/1251000] [479.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001612] [CE 4.767 (4.719)] [KD 5.297 (5.371)] +2024-10-13 00:25:49,114 - Train: 47.92% [599500/1251000] [479.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001612] [CE 4.378 (4.658)] [KD 5.192 (5.331)] +2024-10-13 00:25:56,610 - Train: 47.93% [599550/1251000] [479.3/1000.0] [batch_t 0.154 (0.150)] [data_t 0.006] [optim_t 0.148] [lr 0.001612] [CE 4.817 (4.622)] [KD 5.318 (5.395)] +2024-10-13 00:26:04,326 - Train: 47.93% [599600/1251000] [479.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001612] [CE 4.824 (4.672)] [KD 5.259 (5.376)] +2024-10-13 00:26:11,759 - Train: 47.93% [599650/1251000] [479.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.001611] [CE 4.842 (4.648)] [KD 5.465 (5.380)] +2024-10-13 00:26:19,529 - Train: 47.94% [599700/1251000] [479.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.001611] [CE 5.029 (4.680)] [KD 5.815 (5.425)] +2024-10-13 00:26:26,940 - Train: 47.94% [599750/1251000] [479.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001611] [CE 4.715 (4.612)] [KD 5.328 (5.347)] +2024-10-13 00:26:34,537 - Train: 47.95% [599800/1251000] [479.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001611] [CE 4.634 (4.661)] [KD 5.318 (5.367)] +2024-10-13 00:26:41,901 - Train: 47.95% [599850/1251000] [479.5/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.145] [lr 0.001611] [CE 4.858 (4.754)] [KD 5.432 (5.428)] +2024-10-13 00:26:49,281 - Train: 47.95% [599900/1251000] [479.5/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.001610] [CE 4.611 (4.678)] [KD 5.301 (5.387)] +2024-10-13 00:26:56,830 - Train: 47.96% [599950/1251000] [479.6/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.001610] [CE 4.660 (4.663)] [KD 5.251 (5.337)] +2024-10-13 00:27:04,475 - Train: 47.96% [600000/1251000] [479.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001610] [CE 4.824 (4.669)] [KD 5.781 (5.430)] +2024-10-13 00:27:12,129 - Train: 47.97% [600050/1251000] [479.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001610] [CE 4.623 (4.658)] [KD 5.231 (5.306)] +2024-10-13 00:27:19,681 - Train: 47.97% [600100/1251000] [479.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001610] [CE 3.900 (4.668)] [KD 5.134 (5.347)] +2024-10-13 00:27:27,207 - Train: 47.97% [600150/1251000] [479.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001609] [CE 4.451 (4.661)] [KD 5.643 (5.304)] +2024-10-13 00:27:34,742 - Train: 47.98% [600200/1251000] [479.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001609] [CE 5.024 (4.562)] [KD 5.417 (5.381)] +2024-10-13 00:27:42,337 - Train: 47.98% [600250/1251000] [479.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.001609] [CE 4.319 (4.573)] [KD 5.353 (5.340)] +2024-10-13 00:27:49,835 - Train: 47.99% [600300/1251000] [479.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001609] [CE 4.851 (4.710)] [KD 5.388 (5.401)] +2024-10-13 00:27:57,254 - Train: 47.99% [600350/1251000] [479.9/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.001609] [CE 4.761 (4.675)] [KD 5.528 (5.351)] +2024-10-13 00:28:04,695 - Train: 47.99% [600400/1251000] [479.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.001609] [CE 4.482 (4.742)] [KD 5.459 (5.487)] +2024-10-13 00:28:12,424 - Train: 48.00% [600450/1251000] [480.0/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.001608] [CE 4.618 (4.673)] [KD 5.516 (5.448)] +2024-10-13 00:28:22,426 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 31968] [top5_cnt 43079] [top_all 50000] +2024-10-13 00:28:22,427 - net: 63.936 (86.158) +2024-10-13 00:28:28,244 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 35468] [top5_cnt 45031] [top_all 50000] +2024-10-13 00:28:28,245 - net_E: 70.936 (90.062) +2024-10-13 00:28:28,380 - Max [top1: 65.488 (epoch: 475)] [top1-ema: 70.946 (epoch: 478)] +2024-10-13 00:28:28,380 - ==> Total time: 1 day, 2:41:19 Eta: 1 day, 4:54:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 00:28:34,517 - Train: 48.00% [600500/1251000] [480.0/1000.0] [batch_t 0.147 (0.178)] [data_t 0.005] [optim_t 0.142] [lr 0.001608] [CE 4.874 (4.695)] [KD 5.625 (5.485)] +2024-10-13 00:28:42,210 - Train: 48.01% [600550/1251000] [480.1/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.001608] [CE 4.437 (4.703)] [KD 5.540 (5.366)] +2024-10-13 00:28:49,827 - Train: 48.01% [600600/1251000] [480.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001608] [CE 4.807 (4.667)] [KD 5.454 (5.400)] +2024-10-13 00:28:57,416 - Train: 48.01% [600650/1251000] [480.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001608] [CE 5.037 (4.712)] [KD 5.544 (5.369)] +2024-10-13 00:29:04,847 - Train: 48.02% [600700/1251000] [480.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.001607] [CE 4.277 (4.564)] [KD 5.133 (5.233)] +2024-10-13 00:29:12,258 - Train: 48.02% [600750/1251000] [480.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001607] [CE 4.479 (4.653)] [KD 5.288 (5.388)] +2024-10-13 00:29:19,840 - Train: 48.03% [600800/1251000] [480.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001607] [CE 4.596 (4.672)] [KD 5.250 (5.371)] +2024-10-13 00:29:27,700 - Train: 48.03% [600850/1251000] [480.3/1000.0] [batch_t 0.240 (0.157)] [data_t 0.004] [optim_t 0.236] [lr 0.001607] [CE 4.883 (4.679)] [KD 5.607 (5.414)] +2024-10-13 00:29:35,299 - Train: 48.03% [600900/1251000] [480.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001607] [CE 4.478 (4.691)] [KD 5.426 (5.413)] +2024-10-13 00:29:42,867 - Train: 48.04% [600950/1251000] [480.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001606] [CE 5.116 (4.746)] [KD 5.852 (5.493)] +2024-10-13 00:29:50,406 - Train: 48.04% [601000/1251000] [480.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.001606] [CE 5.031 (4.708)] [KD 5.448 (5.373)] +2024-10-13 00:29:57,947 - Train: 48.05% [601050/1251000] [480.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001606] [CE 4.470 (4.678)] [KD 5.299 (5.404)] +2024-10-13 00:30:05,443 - Train: 48.05% [601100/1251000] [480.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.001606] [CE 4.607 (4.645)] [KD 5.601 (5.348)] +2024-10-13 00:30:13,200 - Train: 48.05% [601150/1251000] [480.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001606] [CE 4.415 (4.663)] [KD 5.347 (5.344)] +2024-10-13 00:30:20,660 - Train: 48.06% [601200/1251000] [480.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.001606] [CE 4.271 (4.661)] [KD 5.136 (5.398)] +2024-10-13 00:30:28,156 - Train: 48.06% [601250/1251000] [480.6/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.001605] [CE 4.777 (4.657)] [KD 5.507 (5.338)] +2024-10-13 00:30:36,013 - Train: 48.07% [601300/1251000] [480.7/1000.0] [batch_t 0.151 (0.157)] [data_t 0.006] [optim_t 0.145] [lr 0.001605] [CE 3.655 (4.652)] [KD 4.870 (5.359)] +2024-10-13 00:30:43,659 - Train: 48.07% [601350/1251000] [480.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001605] [CE 4.645 (4.681)] [KD 5.356 (5.442)] +2024-10-13 00:30:51,176 - Train: 48.07% [601400/1251000] [480.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001605] [CE 4.621 (4.777)] [KD 5.477 (5.426)] +2024-10-13 00:30:58,686 - Train: 48.08% [601450/1251000] [480.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001605] [CE 5.046 (4.725)] [KD 5.333 (5.434)] +2024-10-13 00:31:06,202 - Train: 48.08% [601500/1251000] [480.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001604] [CE 4.784 (4.629)] [KD 5.495 (5.456)] +2024-10-13 00:31:13,670 - Train: 48.09% [601550/1251000] [480.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001604] [CE 4.876 (4.676)] [KD 5.333 (5.380)] +2024-10-13 00:31:21,367 - Train: 48.09% [601600/1251000] [480.9/1000.0] [batch_t 0.259 (0.154)] [data_t 0.006] [optim_t 0.253] [lr 0.001604] [CE 4.340 (4.615)] [KD 5.135 (5.339)] +2024-10-13 00:31:28,819 - Train: 48.09% [601650/1251000] [480.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.001604] [CE 4.538 (4.698)] [KD 5.231 (5.346)] +2024-10-13 00:31:36,532 - Train: 48.10% [601700/1251000] [481.0/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001604] [CE 4.915 (4.659)] [KD 5.310 (5.495)] +2024-10-13 00:31:47,024 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.108)] [top1_cnt 32676] [top5_cnt 43391] [top_all 50000] +2024-10-13 00:31:47,025 - net: 65.352 (86.782) +2024-10-13 00:31:52,939 - Test (net_E): 100.00% [50/50] [batch_t 0.026 (0.107)] [top1_cnt 35470] [top5_cnt 45022] [top_all 50000] +2024-10-13 00:31:52,940 - net_E: 70.940 (90.044) +2024-10-13 00:31:53,073 - Max [top1: 65.488 (epoch: 475)] [top1-ema: 70.946 (epoch: 478)] +2024-10-13 00:31:53,074 - ==> Total time: 1 day, 2:44:44 Eta: 1 day, 4:51:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 00:31:58,050 - Train: 48.10% [601750/1251000] [481.0/1000.0] [batch_t 0.146 (0.175)] [data_t 0.005] [optim_t 0.142] [lr 0.001604] [CE 4.337 (4.705)] [KD 5.272 (5.380)] +2024-10-13 00:32:05,713 - Train: 48.11% [601800/1251000] [481.1/1000.0] [batch_t 0.301 (0.153)] [data_t 0.004] [optim_t 0.297] [lr 0.001603] [CE 3.820 (4.622)] [KD 4.947 (5.329)] +2024-10-13 00:32:13,141 - Train: 48.11% [601850/1251000] [481.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.001603] [CE 4.979 (4.681)] [KD 5.729 (5.364)] +2024-10-13 00:32:20,744 - Train: 48.11% [601900/1251000] [481.1/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.001603] [CE 4.699 (4.638)] [KD 5.336 (5.359)] +2024-10-13 00:32:28,181 - Train: 48.12% [601950/1251000] [481.2/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.001603] [CE 4.465 (4.672)] [KD 5.538 (5.365)] +2024-10-13 00:32:35,748 - Train: 48.12% [602000/1251000] [481.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001603] [CE 4.347 (4.693)] [KD 5.262 (5.347)] +2024-10-13 00:32:43,147 - Train: 48.13% [602050/1251000] [481.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001602] [CE 4.770 (4.678)] [KD 5.672 (5.273)] +2024-10-13 00:32:50,857 - Train: 48.13% [602100/1251000] [481.3/1000.0] [batch_t 0.155 (0.154)] [data_t 0.007] [optim_t 0.148] [lr 0.001602] [CE 4.584 (4.620)] [KD 5.299 (5.285)] +2024-10-13 00:32:58,689 - Train: 48.13% [602150/1251000] [481.3/1000.0] [batch_t 0.148 (0.157)] [data_t 0.006] [optim_t 0.142] [lr 0.001602] [CE 4.824 (4.736)] [KD 5.425 (5.399)] +2024-10-13 00:33:06,150 - Train: 48.14% [602200/1251000] [481.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001602] [CE 4.306 (4.591)] [KD 5.231 (5.376)] +2024-10-13 00:33:13,855 - Train: 48.14% [602250/1251000] [481.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001602] [CE 4.593 (4.626)] [KD 5.411 (5.422)] +2024-10-13 00:33:21,266 - Train: 48.15% [602300/1251000] [481.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.001601] [CE 5.118 (4.779)] [KD 5.542 (5.452)] +2024-10-13 00:33:28,707 - Train: 48.15% [602350/1251000] [481.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001601] [CE 4.922 (4.663)] [KD 5.901 (5.362)] +2024-10-13 00:33:36,221 - Train: 48.15% [602400/1251000] [481.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001601] [CE 4.532 (4.698)] [KD 5.411 (5.360)] +2024-10-13 00:33:44,015 - Train: 48.16% [602450/1251000] [481.6/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.001601] [CE 4.767 (4.744)] [KD 5.381 (5.484)] +2024-10-13 00:33:51,435 - Train: 48.16% [602500/1251000] [481.6/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001601] [CE 4.364 (4.672)] [KD 5.259 (5.313)] +2024-10-13 00:33:58,968 - Train: 48.17% [602550/1251000] [481.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001601] [CE 4.648 (4.702)] [KD 5.229 (5.379)] +2024-10-13 00:34:06,539 - Train: 48.17% [602600/1251000] [481.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001600] [CE 4.896 (4.742)] [KD 5.349 (5.428)] +2024-10-13 00:34:14,117 - Train: 48.17% [602650/1251000] [481.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.001600] [CE 4.991 (4.744)] [KD 5.294 (5.413)] +2024-10-13 00:34:21,927 - Train: 48.18% [602700/1251000] [481.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.006] [optim_t 0.146] [lr 0.001600] [CE 4.932 (4.659)] [KD 5.294 (5.377)] +2024-10-13 00:34:29,534 - Train: 48.18% [602750/1251000] [481.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001600] [CE 5.366 (4.712)] [KD 5.888 (5.414)] +2024-10-13 00:34:36,991 - Train: 48.19% [602800/1251000] [481.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001600] [CE 4.876 (4.637)] [KD 5.352 (5.358)] +2024-10-13 00:34:44,554 - Train: 48.19% [602850/1251000] [481.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.001599] [CE 4.438 (4.651)] [KD 5.481 (5.406)] +2024-10-13 00:34:52,015 - Train: 48.19% [602900/1251000] [481.9/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.001599] [CE 4.856 (4.609)] [KD 5.406 (5.393)] +2024-10-13 00:34:59,598 - Train: 48.20% [602950/1251000] [482.0/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.001599] [CE 4.703 (4.669)] [KD 5.156 (5.373)] +2024-10-13 00:35:10,224 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 32636] [top5_cnt 43298] [top_all 50000] +2024-10-13 00:35:10,224 - net: 65.272 (86.596) +2024-10-13 00:35:15,929 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 35493] [top5_cnt 45008] [top_all 50000] +2024-10-13 00:35:15,930 - net_E: 70.986 (90.016) +2024-10-13 00:35:16,047 - Max [top1: 65.488 (epoch: 475)] [top1-ema: 70.986 (epoch: 482)] +2024-10-13 00:35:16,047 - ==> Total time: 1 day, 2:48:07 Eta: 1 day, 4:48:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 00:35:21,384 - Train: 48.20% [603000/1251000] [482.0/1000.0] [batch_t 0.149 (0.175)] [data_t 0.004] [optim_t 0.145] [lr 0.001599] [CE 5.001 (4.610)] [KD 5.605 (5.362)] +2024-10-13 00:35:28,909 - Train: 48.21% [603050/1251000] [482.1/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.001599] [CE 4.487 (4.637)] [KD 5.214 (5.311)] +2024-10-13 00:35:36,511 - Train: 48.21% [603100/1251000] [482.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.001598] [CE 5.073 (4.652)] [KD 5.568 (5.390)] +2024-10-13 00:35:44,108 - Train: 48.21% [603150/1251000] [482.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001598] [CE 4.862 (4.670)] [KD 5.290 (5.357)] +2024-10-13 00:35:51,572 - Train: 48.22% [603200/1251000] [482.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.007] [optim_t 0.142] [lr 0.001598] [CE 4.782 (4.691)] [KD 5.525 (5.305)] +2024-10-13 00:35:59,023 - Train: 48.22% [603250/1251000] [482.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.001598] [CE 5.069 (4.621)] [KD 5.460 (5.363)] +2024-10-13 00:36:06,862 - Train: 48.23% [603300/1251000] [482.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.001598] [CE 4.415 (4.713)] [KD 5.351 (5.448)] +2024-10-13 00:36:14,584 - Train: 48.23% [603350/1251000] [482.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001598] [CE 5.063 (4.625)] [KD 5.239 (5.345)] +2024-10-13 00:36:22,270 - Train: 48.23% [603400/1251000] [482.3/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.001597] [CE 4.838 (4.714)] [KD 5.462 (5.418)] +2024-10-13 00:36:29,851 - Train: 48.24% [603450/1251000] [482.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001597] [CE 4.648 (4.691)] [KD 5.373 (5.399)] +2024-10-13 00:36:37,385 - Train: 48.24% [603500/1251000] [482.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.001597] [CE 4.867 (4.627)] [KD 5.711 (5.404)] +2024-10-13 00:36:45,038 - Train: 48.25% [603550/1251000] [482.5/1000.0] [batch_t 0.145 (0.153)] [data_t 0.007] [optim_t 0.139] [lr 0.001597] [CE 4.762 (4.676)] [KD 5.255 (5.425)] +2024-10-13 00:36:52,567 - Train: 48.25% [603600/1251000] [482.5/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.001597] [CE 4.314 (4.697)] [KD 5.261 (5.372)] +2024-10-13 00:36:59,968 - Train: 48.25% [603650/1251000] [482.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001596] [CE 4.742 (4.731)] [KD 5.447 (5.472)] +2024-10-13 00:37:07,562 - Train: 48.26% [603700/1251000] [482.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001596] [CE 4.227 (4.617)] [KD 5.336 (5.339)] +2024-10-13 00:37:14,996 - Train: 48.26% [603750/1251000] [482.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001596] [CE 4.786 (4.634)] [KD 5.250 (5.287)] +2024-10-13 00:37:22,638 - Train: 48.27% [603800/1251000] [482.7/1000.0] [batch_t 0.239 (0.153)] [data_t 0.003] [optim_t 0.236] [lr 0.001596] [CE 4.790 (4.672)] [KD 5.326 (5.320)] +2024-10-13 00:37:30,300 - Train: 48.27% [603850/1251000] [482.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.001596] [CE 5.068 (4.589)] [KD 5.485 (5.327)] +2024-10-13 00:37:37,953 - Train: 48.27% [603900/1251000] [482.7/1000.0] [batch_t 0.271 (0.153)] [data_t 0.005] [optim_t 0.266] [lr 0.001596] [CE 5.015 (4.694)] [KD 5.601 (5.409)] +2024-10-13 00:37:45,365 - Train: 48.28% [603950/1251000] [482.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001595] [CE 4.982 (4.753)] [KD 5.555 (5.416)] +2024-10-13 00:37:52,881 - Train: 48.28% [604000/1251000] [482.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001595] [CE 5.101 (4.747)] [KD 5.264 (5.452)] +2024-10-13 00:38:00,323 - Train: 48.29% [604050/1251000] [482.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.001595] [CE 4.454 (4.679)] [KD 5.559 (5.386)] +2024-10-13 00:38:07,907 - Train: 48.29% [604100/1251000] [482.9/1000.0] [batch_t 0.269 (0.152)] [data_t 0.006] [optim_t 0.264] [lr 0.001595] [CE 4.976 (4.644)] [KD 5.491 (5.344)] +2024-10-13 00:38:15,466 - Train: 48.29% [604150/1251000] [482.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001595] [CE 4.643 (4.683)] [KD 5.078 (5.403)] +2024-10-13 00:38:23,109 - Train: 48.30% [604200/1251000] [483.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001594] [CE 4.488 (4.713)] [KD 5.320 (5.432)] +2024-10-13 00:38:33,590 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 32869] [top5_cnt 43542] [top_all 50000] +2024-10-13 00:38:33,590 - net: 65.738 (87.084) +2024-10-13 00:38:39,311 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 35460] [top5_cnt 45024] [top_all 50000] +2024-10-13 00:38:39,312 - net_E: 70.920 (90.048) +2024-10-13 00:38:39,425 - Max [top1: 65.738 (epoch: 483)] [top1-ema: 70.986 (epoch: 482)] +2024-10-13 00:38:39,426 - ==> Total time: 1 day, 2:51:30 Eta: 1 day, 4:44:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 00:38:44,789 - Train: 48.30% [604250/1251000] [483.0/1000.0] [batch_t 0.152 (0.185)] [data_t 0.005] [optim_t 0.147] [lr 0.001594] [CE 4.750 (4.605)] [KD 5.382 (5.308)] +2024-10-13 00:38:52,254 - Train: 48.31% [604300/1251000] [483.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.001594] [CE 5.140 (4.671)] [KD 5.405 (5.365)] +2024-10-13 00:38:59,954 - Train: 48.31% [604350/1251000] [483.1/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.001594] [CE 4.661 (4.697)] [KD 4.967 (5.354)] +2024-10-13 00:39:07,606 - Train: 48.31% [604400/1251000] [483.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001594] [CE 4.723 (4.649)] [KD 5.491 (5.287)] +2024-10-13 00:39:15,183 - Train: 48.32% [604450/1251000] [483.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001593] [CE 4.314 (4.628)] [KD 5.037 (5.312)] +2024-10-13 00:39:22,597 - Train: 48.32% [604500/1251000] [483.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.001593] [CE 4.665 (4.653)] [KD 5.342 (5.338)] +2024-10-13 00:39:30,372 - Train: 48.33% [604550/1251000] [483.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.001593] [CE 4.918 (4.731)] [KD 5.370 (5.284)] +2024-10-13 00:39:37,886 - Train: 48.33% [604600/1251000] [483.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001593] [CE 4.185 (4.647)] [KD 5.069 (5.327)] +2024-10-13 00:39:45,444 - Train: 48.33% [604650/1251000] [483.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001593] [CE 4.700 (4.709)] [KD 5.349 (5.322)] +2024-10-13 00:39:53,159 - Train: 48.34% [604700/1251000] [483.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001593] [CE 5.341 (4.663)] [KD 5.429 (5.332)] +2024-10-13 00:40:00,908 - Train: 48.34% [604750/1251000] [483.4/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.001592] [CE 4.993 (4.696)] [KD 5.533 (5.370)] +2024-10-13 00:40:08,439 - Train: 48.35% [604800/1251000] [483.5/1000.0] [batch_t 0.159 (0.150)] [data_t 0.005] [optim_t 0.154] [lr 0.001592] [CE 4.503 (4.674)] [KD 5.249 (5.341)] +2024-10-13 00:40:15,897 - Train: 48.35% [604850/1251000] [483.5/1000.0] [batch_t 0.160 (0.149)] [data_t 0.006] [optim_t 0.153] [lr 0.001592] [CE 4.751 (4.725)] [KD 5.221 (5.448)] +2024-10-13 00:40:23,306 - Train: 48.35% [604900/1251000] [483.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001592] [CE 4.558 (4.652)] [KD 5.263 (5.332)] +2024-10-13 00:40:30,856 - Train: 48.36% [604950/1251000] [483.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001592] [CE 4.928 (4.645)] [KD 5.359 (5.368)] +2024-10-13 00:40:38,420 - Train: 48.36% [605000/1251000] [483.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001591] [CE 4.271 (4.678)] [KD 5.266 (5.362)] +2024-10-13 00:40:45,960 - Train: 48.37% [605050/1251000] [483.7/1000.0] [batch_t 0.141 (0.151)] [data_t 0.003] [optim_t 0.137] [lr 0.001591] [CE 4.820 (4.758)] [KD 5.572 (5.424)] +2024-10-13 00:40:53,606 - Train: 48.37% [605100/1251000] [483.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.001591] [CE 4.170 (4.692)] [KD 5.123 (5.366)] +2024-10-13 00:41:01,284 - Train: 48.37% [605150/1251000] [483.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001591] [CE 4.522 (4.652)] [KD 5.416 (5.421)] +2024-10-13 00:41:08,824 - Train: 48.38% [605200/1251000] [483.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001591] [CE 4.432 (4.677)] [KD 5.390 (5.484)] +2024-10-13 00:41:16,201 - Train: 48.38% [605250/1251000] [483.8/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.001590] [CE 4.099 (4.746)] [KD 5.188 (5.388)] +2024-10-13 00:41:23,684 - Train: 48.39% [605300/1251000] [483.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001590] [CE 4.984 (4.721)] [KD 5.640 (5.380)] +2024-10-13 00:41:31,136 - Train: 48.39% [605350/1251000] [483.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001590] [CE 4.580 (4.698)] [KD 5.410 (5.396)] +2024-10-13 00:41:38,810 - Train: 48.39% [605400/1251000] [483.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001590] [CE 4.742 (4.708)] [KD 5.373 (5.453)] +2024-10-13 00:41:46,316 - Train: 48.40% [605450/1251000] [484.0/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001590] [CE 5.292 (4.729)] [KD 5.767 (5.423)] +2024-10-13 00:41:56,939 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 32582] [top5_cnt 43193] [top_all 50000] +2024-10-13 00:41:56,939 - net: 65.164 (86.386) +2024-10-13 00:42:03,013 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 35434] [top5_cnt 45050] [top_all 50000] +2024-10-13 00:42:03,014 - net_E: 70.868 (90.100) +2024-10-13 00:42:03,145 - Max [top1: 65.738 (epoch: 483)] [top1-ema: 70.986 (epoch: 482)] +2024-10-13 00:42:03,146 - ==> Total time: 1 day, 2:54:54 Eta: 1 day, 4:41:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 00:42:09,987 - Train: 48.40% [605500/1251000] [484.0/1000.0] [batch_t 0.146 (0.181)] [data_t 0.006] [optim_t 0.140] [lr 0.001590] [CE 4.752 (4.505)] [KD 5.231 (5.228)] +2024-10-13 00:42:17,790 - Train: 48.41% [605550/1251000] [484.1/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.001589] [CE 4.663 (4.733)] [KD 5.390 (5.371)] +2024-10-13 00:42:25,312 - Train: 48.41% [605600/1251000] [484.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.001589] [CE 4.211 (4.638)] [KD 5.035 (5.313)] +2024-10-13 00:42:32,867 - Train: 48.41% [605650/1251000] [484.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.001589] [CE 4.514 (4.721)] [KD 5.380 (5.353)] +2024-10-13 00:42:40,292 - Train: 48.42% [605700/1251000] [484.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001589] [CE 4.670 (4.753)] [KD 5.434 (5.406)] +2024-10-13 00:42:47,721 - Train: 48.42% [605750/1251000] [484.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001589] [CE 4.355 (4.666)] [KD 5.127 (5.380)] +2024-10-13 00:42:55,524 - Train: 48.43% [605800/1251000] [484.3/1000.0] [batch_t 0.262 (0.156)] [data_t 0.004] [optim_t 0.257] [lr 0.001588] [CE 4.141 (4.652)] [KD 4.891 (5.330)] +2024-10-13 00:43:03,307 - Train: 48.43% [605850/1251000] [484.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001588] [CE 4.555 (4.648)] [KD 5.236 (5.344)] +2024-10-13 00:43:10,700 - Train: 48.43% [605900/1251000] [484.3/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.001588] [CE 4.952 (4.734)] [KD 5.345 (5.435)] +2024-10-13 00:43:18,231 - Train: 48.44% [605950/1251000] [484.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001588] [CE 4.321 (4.607)] [KD 5.141 (5.273)] +2024-10-13 00:43:25,624 - Train: 48.44% [606000/1251000] [484.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001588] [CE 5.096 (4.645)] [KD 5.396 (5.313)] +2024-10-13 00:43:33,131 - Train: 48.45% [606050/1251000] [484.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001588] [CE 4.567 (4.584)] [KD 5.288 (5.270)] +2024-10-13 00:43:40,731 - Train: 48.45% [606100/1251000] [484.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001587] [CE 4.493 (4.697)] [KD 5.335 (5.396)] +2024-10-13 00:43:48,244 - Train: 48.45% [606150/1251000] [484.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.001587] [CE 4.451 (4.670)] [KD 5.176 (5.395)] +2024-10-13 00:43:55,901 - Train: 48.46% [606200/1251000] [484.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001587] [CE 4.836 (4.715)] [KD 5.729 (5.363)] +2024-10-13 00:44:03,510 - Train: 48.46% [606250/1251000] [484.6/1000.0] [batch_t 0.161 (0.152)] [data_t 0.003] [optim_t 0.158] [lr 0.001587] [CE 4.720 (4.661)] [KD 5.505 (5.381)] +2024-10-13 00:44:10,893 - Train: 48.47% [606300/1251000] [484.7/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.001587] [CE 4.694 (4.698)] [KD 5.282 (5.417)] +2024-10-13 00:44:18,518 - Train: 48.47% [606350/1251000] [484.7/1000.0] [batch_t 0.271 (0.152)] [data_t 0.004] [optim_t 0.267] [lr 0.001586] [CE 4.778 (4.697)] [KD 5.326 (5.377)] +2024-10-13 00:44:26,150 - Train: 48.47% [606400/1251000] [484.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001586] [CE 4.385 (4.705)] [KD 5.268 (5.506)] +2024-10-13 00:44:33,532 - Train: 48.48% [606450/1251000] [484.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001586] [CE 4.405 (4.684)] [KD 5.635 (5.378)] +2024-10-13 00:44:41,042 - Train: 48.48% [606500/1251000] [484.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001586] [CE 4.415 (4.683)] [KD 5.481 (5.383)] +2024-10-13 00:44:48,495 - Train: 48.49% [606550/1251000] [484.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001586] [CE 4.156 (4.642)] [KD 4.916 (5.360)] +2024-10-13 00:44:56,076 - Train: 48.49% [606600/1251000] [484.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001585] [CE 5.046 (4.656)] [KD 5.675 (5.347)] +2024-10-13 00:45:03,737 - Train: 48.49% [606650/1251000] [484.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.001585] [CE 4.416 (4.651)] [KD 5.241 (5.319)] +2024-10-13 00:45:11,458 - Train: 48.50% [606700/1251000] [485.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001585] [CE 4.913 (4.676)] [KD 5.265 (5.339)] +2024-10-13 00:45:22,521 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 31315] [top5_cnt 42366] [top_all 50000] +2024-10-13 00:45:22,522 - net: 62.630 (84.732) +2024-10-13 00:45:28,287 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 35410] [top5_cnt 45018] [top_all 50000] +2024-10-13 00:45:28,287 - net_E: 70.820 (90.036) +2024-10-13 00:45:28,459 - Max [top1: 65.738 (epoch: 483)] [top1-ema: 70.986 (epoch: 482)] +2024-10-13 00:45:28,459 - ==> Total time: 1 day, 2:58:19 Eta: 1 day, 4:38:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 00:45:32,740 - Train: 48.50% [606750/1251000] [485.0/1000.0] [batch_t 0.145 (0.184)] [data_t 0.005] [optim_t 0.140] [lr 0.001585] [CE 4.423 (4.756)] [KD 5.387 (5.407)] +2024-10-13 00:45:40,335 - Train: 48.51% [606800/1251000] [485.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001585] [CE 4.243 (4.677)] [KD 5.232 (5.345)] +2024-10-13 00:45:47,910 - Train: 48.51% [606850/1251000] [485.1/1000.0] [batch_t 0.272 (0.151)] [data_t 0.004] [optim_t 0.268] [lr 0.001585] [CE 4.220 (4.676)] [KD 5.229 (5.288)] +2024-10-13 00:45:55,311 - Train: 48.51% [606900/1251000] [485.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001584] [CE 4.880 (4.599)] [KD 5.487 (5.317)] +2024-10-13 00:46:03,137 - Train: 48.52% [606950/1251000] [485.2/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.001584] [CE 4.518 (4.689)] [KD 5.225 (5.373)] +2024-10-13 00:46:10,747 - Train: 48.52% [607000/1251000] [485.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001584] [CE 5.073 (4.747)] [KD 5.471 (5.361)] +2024-10-13 00:46:18,553 - Train: 48.53% [607050/1251000] [485.3/1000.0] [batch_t 0.160 (0.156)] [data_t 0.006] [optim_t 0.155] [lr 0.001584] [CE 4.918 (4.631)] [KD 5.804 (5.353)] +2024-10-13 00:46:26,170 - Train: 48.53% [607100/1251000] [485.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001584] [CE 4.637 (4.659)] [KD 5.415 (5.445)] +2024-10-13 00:46:33,787 - Train: 48.53% [607150/1251000] [485.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001583] [CE 4.334 (4.677)] [KD 5.701 (5.396)] +2024-10-13 00:46:41,241 - Train: 48.54% [607200/1251000] [485.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001583] [CE 5.105 (4.682)] [KD 5.611 (5.404)] +2024-10-13 00:46:48,653 - Train: 48.54% [607250/1251000] [485.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001583] [CE 4.573 (4.785)] [KD 5.293 (5.439)] +2024-10-13 00:46:56,184 - Train: 48.55% [607300/1251000] [485.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001583] [CE 4.630 (4.661)] [KD 5.392 (5.338)] +2024-10-13 00:47:03,850 - Train: 48.55% [607350/1251000] [485.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.001583] [CE 4.915 (4.679)] [KD 5.440 (5.412)] +2024-10-13 00:47:11,690 - Train: 48.55% [607400/1251000] [485.5/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.001582] [CE 4.504 (4.815)] [KD 5.452 (5.489)] +2024-10-13 00:47:19,215 - Train: 48.56% [607450/1251000] [485.6/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.001582] [CE 4.323 (4.576)] [KD 5.135 (5.308)] +2024-10-13 00:47:26,802 - Train: 48.56% [607500/1251000] [485.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001582] [CE 4.318 (4.685)] [KD 5.083 (5.346)] +2024-10-13 00:47:34,279 - Train: 48.57% [607550/1251000] [485.7/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.001582] [CE 4.444 (4.710)] [KD 5.375 (5.304)] +2024-10-13 00:47:41,847 - Train: 48.57% [607600/1251000] [485.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001582] [CE 4.819 (4.731)] [KD 5.604 (5.396)] +2024-10-13 00:47:49,314 - Train: 48.57% [607650/1251000] [485.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001582] [CE 4.666 (4.659)] [KD 5.592 (5.354)] +2024-10-13 00:47:57,057 - Train: 48.58% [607700/1251000] [485.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001581] [CE 4.491 (4.686)] [KD 5.213 (5.317)] +2024-10-13 00:48:04,800 - Train: 48.58% [607750/1251000] [485.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001581] [CE 4.420 (4.681)] [KD 5.027 (5.318)] +2024-10-13 00:48:12,536 - Train: 48.59% [607800/1251000] [485.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001581] [CE 4.053 (4.704)] [KD 5.118 (5.297)] +2024-10-13 00:48:19,984 - Train: 48.59% [607850/1251000] [485.9/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.001581] [CE 5.055 (4.685)] [KD 5.514 (5.425)] +2024-10-13 00:48:27,692 - Train: 48.59% [607900/1251000] [485.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.001581] [CE 4.942 (4.724)] [KD 5.527 (5.470)] +2024-10-13 00:48:35,310 - Train: 48.60% [607950/1251000] [486.0/1000.0] [batch_t 0.326 (0.152)] [data_t 0.004] [optim_t 0.323] [lr 0.001580] [CE 4.697 (4.689)] [KD 5.150 (5.379)] +2024-10-13 00:48:46,299 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 32701] [top5_cnt 43406] [top_all 50000] +2024-10-13 00:48:46,299 - net: 65.402 (86.812) +2024-10-13 00:48:52,098 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 35419] [top5_cnt 45048] [top_all 50000] +2024-10-13 00:48:52,098 - net_E: 70.838 (90.096) +2024-10-13 00:48:52,258 - Max [top1: 65.738 (epoch: 483)] [top1-ema: 70.986 (epoch: 482)] +2024-10-13 00:48:52,259 - ==> Total time: 1 day, 3:01:43 Eta: 1 day, 4:35:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 00:48:56,410 - Train: 48.60% [608000/1251000] [486.0/1000.0] [batch_t 0.148 (0.177)] [data_t 0.004] [optim_t 0.143] [lr 0.001580] [CE 4.837 (4.618)] [KD 5.208 (5.283)] +2024-10-13 00:49:03,991 - Train: 48.61% [608050/1251000] [486.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.001580] [CE 4.720 (4.718)] [KD 5.159 (5.288)] +2024-10-13 00:49:11,428 - Train: 48.61% [608100/1251000] [486.1/1000.0] [batch_t 0.154 (0.149)] [data_t 0.007] [optim_t 0.147] [lr 0.001580] [CE 4.748 (4.695)] [KD 5.223 (5.327)] +2024-10-13 00:49:19,120 - Train: 48.61% [608150/1251000] [486.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001580] [CE 4.742 (4.623)] [KD 5.506 (5.328)] +2024-10-13 00:49:26,730 - Train: 48.62% [608200/1251000] [486.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001579] [CE 5.049 (4.631)] [KD 5.725 (5.362)] +2024-10-13 00:49:34,468 - Train: 48.62% [608250/1251000] [486.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.142] [lr 0.001579] [CE 4.597 (4.701)] [KD 5.468 (5.334)] +2024-10-13 00:49:42,092 - Train: 48.63% [608300/1251000] [486.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001579] [CE 4.507 (4.675)] [KD 5.221 (5.338)] +2024-10-13 00:49:49,710 - Train: 48.63% [608350/1251000] [486.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001579] [CE 5.049 (4.714)] [KD 5.723 (5.416)] +2024-10-13 00:49:57,291 - Train: 48.63% [608400/1251000] [486.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001579] [CE 4.531 (4.640)] [KD 5.305 (5.366)] +2024-10-13 00:50:04,873 - Train: 48.64% [608450/1251000] [486.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001579] [CE 5.228 (4.785)] [KD 5.661 (5.394)] +2024-10-13 00:50:12,324 - Train: 48.64% [608500/1251000] [486.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001578] [CE 4.315 (4.652)] [KD 5.484 (5.366)] +2024-10-13 00:50:19,972 - Train: 48.65% [608550/1251000] [486.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.001578] [CE 4.342 (4.716)] [KD 5.288 (5.374)] +2024-10-13 00:50:27,380 - Train: 48.65% [608600/1251000] [486.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001578] [CE 4.577 (4.657)] [KD 5.441 (5.419)] +2024-10-13 00:50:35,056 - Train: 48.65% [608650/1251000] [486.5/1000.0] [batch_t 0.154 (0.153)] [data_t 0.006] [optim_t 0.148] [lr 0.001578] [CE 4.587 (4.687)] [KD 5.079 (5.403)] +2024-10-13 00:50:42,759 - Train: 48.66% [608700/1251000] [486.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.001578] [CE 4.749 (4.691)] [KD 5.352 (5.352)] +2024-10-13 00:50:50,403 - Train: 48.66% [608750/1251000] [486.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001577] [CE 4.557 (4.653)] [KD 5.538 (5.405)] +2024-10-13 00:50:57,892 - Train: 48.67% [608800/1251000] [486.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001577] [CE 4.523 (4.681)] [KD 5.465 (5.406)] +2024-10-13 00:51:05,580 - Train: 48.67% [608850/1251000] [486.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001577] [CE 4.328 (4.617)] [KD 5.180 (5.342)] +2024-10-13 00:51:13,147 - Train: 48.67% [608900/1251000] [486.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001577] [CE 4.720 (4.624)] [KD 5.071 (5.344)] +2024-10-13 00:51:20,724 - Train: 48.68% [608950/1251000] [486.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001577] [CE 4.786 (4.695)] [KD 5.278 (5.338)] +2024-10-13 00:51:28,482 - Train: 48.68% [609000/1251000] [486.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001577] [CE 4.393 (4.629)] [KD 5.139 (5.328)] +2024-10-13 00:51:35,905 - Train: 48.69% [609050/1251000] [486.9/1000.0] [batch_t 0.151 (0.148)] [data_t 0.006] [optim_t 0.145] [lr 0.001576] [CE 4.858 (4.790)] [KD 5.651 (5.411)] +2024-10-13 00:51:43,625 - Train: 48.69% [609100/1251000] [486.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.001576] [CE 4.605 (4.649)] [KD 5.317 (5.298)] +2024-10-13 00:51:51,061 - Train: 48.69% [609150/1251000] [486.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001576] [CE 4.834 (4.658)] [KD 5.656 (5.346)] +2024-10-13 00:51:58,785 - Train: 48.70% [609200/1251000] [487.0/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.001576] [CE 5.075 (4.701)] [KD 5.576 (5.360)] +2024-10-13 00:52:10,058 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 31725] [top5_cnt 42631] [top_all 50000] +2024-10-13 00:52:10,058 - net: 63.450 (85.262) +2024-10-13 00:52:15,898 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 35469] [top5_cnt 45031] [top_all 50000] +2024-10-13 00:52:15,898 - net_E: 70.938 (90.062) +2024-10-13 00:52:16,057 - Max [top1: 65.738 (epoch: 483)] [top1-ema: 70.986 (epoch: 482)] +2024-10-13 00:52:16,057 - ==> Total time: 1 day, 3:05:07 Eta: 1 day, 4:31:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 00:52:20,415 - Train: 48.70% [609250/1251000] [487.0/1000.0] [batch_t 0.144 (0.192)] [data_t 0.003] [optim_t 0.141] [lr 0.001576] [CE 4.564 (4.648)] [KD 5.284 (5.299)] +2024-10-13 00:52:28,078 - Train: 48.71% [609300/1251000] [487.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001575] [CE 5.424 (4.684)] [KD 5.544 (5.384)] +2024-10-13 00:52:35,643 - Train: 48.71% [609350/1251000] [487.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001575] [CE 5.096 (4.699)] [KD 5.632 (5.367)] +2024-10-13 00:52:43,104 - Train: 48.71% [609400/1251000] [487.1/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.001575] [CE 4.866 (4.642)] [KD 5.467 (5.350)] +2024-10-13 00:52:50,907 - Train: 48.72% [609450/1251000] [487.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.001575] [CE 4.466 (4.641)] [KD 5.239 (5.295)] +2024-10-13 00:52:58,654 - Train: 48.72% [609500/1251000] [487.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.001575] [CE 4.325 (4.593)] [KD 5.453 (5.273)] +2024-10-13 00:53:06,100 - Train: 48.73% [609550/1251000] [487.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001574] [CE 4.711 (4.637)] [KD 5.986 (5.362)] +2024-10-13 00:53:13,493 - Train: 48.73% [609600/1251000] [487.3/1000.0] [batch_t 0.154 (0.148)] [data_t 0.005] [optim_t 0.149] [lr 0.001574] [CE 4.820 (4.652)] [KD 5.512 (5.395)] +2024-10-13 00:53:21,054 - Train: 48.73% [609650/1251000] [487.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001574] [CE 4.325 (4.663)] [KD 5.047 (5.298)] +2024-10-13 00:53:29,075 - Train: 48.74% [609700/1251000] [487.4/1000.0] [batch_t 0.156 (0.160)] [data_t 0.007] [optim_t 0.149] [lr 0.001574] [CE 4.745 (4.636)] [KD 5.509 (5.340)] +2024-10-13 00:53:36,591 - Train: 48.74% [609750/1251000] [487.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001574] [CE 4.539 (4.685)] [KD 5.404 (5.349)] +2024-10-13 00:53:43,998 - Train: 48.75% [609800/1251000] [487.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001574] [CE 4.668 (4.701)] [KD 5.155 (5.406)] +2024-10-13 00:53:51,406 - Train: 48.75% [609850/1251000] [487.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001573] [CE 4.296 (4.708)] [KD 5.247 (5.357)] +2024-10-13 00:53:59,041 - Train: 48.75% [609900/1251000] [487.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.001573] [CE 4.435 (4.589)] [KD 5.197 (5.346)] +2024-10-13 00:54:06,754 - Train: 48.76% [609950/1251000] [487.6/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.001573] [CE 4.352 (4.697)] [KD 5.211 (5.371)] +2024-10-13 00:54:14,321 - Train: 48.76% [610000/1251000] [487.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001573] [CE 4.884 (4.709)] [KD 5.416 (5.422)] +2024-10-13 00:54:21,775 - Train: 48.76% [610050/1251000] [487.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.001573] [CE 4.932 (4.651)] [KD 5.359 (5.368)] +2024-10-13 00:54:29,452 - Train: 48.77% [610100/1251000] [487.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001572] [CE 4.885 (4.653)] [KD 5.532 (5.351)] +2024-10-13 00:54:37,145 - Train: 48.77% [610150/1251000] [487.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001572] [CE 4.695 (4.633)] [KD 5.414 (5.340)] +2024-10-13 00:54:44,689 - Train: 48.78% [610200/1251000] [487.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001572] [CE 4.679 (4.655)] [KD 5.305 (5.339)] +2024-10-13 00:54:52,145 - Train: 48.78% [610250/1251000] [487.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.001572] [CE 5.132 (4.661)] [KD 5.891 (5.388)] +2024-10-13 00:54:59,818 - Train: 48.78% [610300/1251000] [487.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001572] [CE 5.123 (4.689)] [KD 5.607 (5.422)] +2024-10-13 00:55:07,557 - Train: 48.79% [610350/1251000] [487.9/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.001571] [CE 4.959 (4.772)] [KD 5.879 (5.406)] +2024-10-13 00:55:14,983 - Train: 48.79% [610400/1251000] [487.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001571] [CE 4.738 (4.689)] [KD 5.378 (5.387)] +2024-10-13 00:55:22,391 - Train: 48.80% [610450/1251000] [488.0/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001571] [CE 5.007 (4.673)] [KD 5.599 (5.382)] +2024-10-13 00:55:33,998 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.109)] [top1_cnt 31576] [top5_cnt 42685] [top_all 50000] +2024-10-13 00:55:33,998 - net: 63.152 (85.370) +2024-10-13 00:55:39,855 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 35472] [top5_cnt 45059] [top_all 50000] +2024-10-13 00:55:39,855 - net_E: 70.944 (90.118) +2024-10-13 00:55:40,017 - Max [top1: 65.738 (epoch: 483)] [top1-ema: 70.986 (epoch: 482)] +2024-10-13 00:55:40,018 - ==> Total time: 1 day, 3:08:31 Eta: 1 day, 4:28:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 00:55:44,137 - Train: 48.80% [610500/1251000] [488.0/1000.0] [batch_t 0.151 (0.181)] [data_t 0.005] [optim_t 0.146] [lr 0.001571] [CE 4.553 (4.712)] [KD 5.118 (5.319)] +2024-10-13 00:55:51,995 - Train: 48.80% [610550/1251000] [488.0/1000.0] [batch_t 0.146 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.001571] [CE 4.788 (4.686)] [KD 5.455 (5.347)] +2024-10-13 00:55:59,610 - Train: 48.81% [610600/1251000] [488.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001571] [CE 4.969 (4.711)] [KD 5.415 (5.299)] +2024-10-13 00:56:07,238 - Train: 48.81% [610650/1251000] [488.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001570] [CE 4.594 (4.682)] [KD 5.462 (5.409)] +2024-10-13 00:56:14,816 - Train: 48.82% [610700/1251000] [488.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001570] [CE 5.213 (4.691)] [KD 5.893 (5.378)] +2024-10-13 00:56:22,427 - Train: 48.82% [610750/1251000] [488.2/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.001570] [CE 4.553 (4.661)] [KD 5.148 (5.301)] +2024-10-13 00:56:30,152 - Train: 48.82% [610800/1251000] [488.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.001570] [CE 5.025 (4.709)] [KD 5.666 (5.350)] +2024-10-13 00:56:37,584 - Train: 48.83% [610850/1251000] [488.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001570] [CE 4.557 (4.650)] [KD 5.360 (5.331)] +2024-10-13 00:56:45,025 - Train: 48.83% [610900/1251000] [488.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.001569] [CE 4.664 (4.715)] [KD 5.374 (5.406)] +2024-10-13 00:56:52,911 - Train: 48.84% [610950/1251000] [488.4/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.001569] [CE 4.662 (4.664)] [KD 5.429 (5.301)] +2024-10-13 00:57:00,600 - Train: 48.84% [611000/1251000] [488.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001569] [CE 5.056 (4.653)] [KD 5.502 (5.304)] +2024-10-13 00:57:08,244 - Train: 48.84% [611050/1251000] [488.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001569] [CE 4.142 (4.633)] [KD 5.246 (5.352)] +2024-10-13 00:57:15,843 - Train: 48.85% [611100/1251000] [488.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001569] [CE 4.301 (4.650)] [KD 5.305 (5.391)] +2024-10-13 00:57:23,445 - Train: 48.85% [611150/1251000] [488.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001569] [CE 4.468 (4.627)] [KD 4.932 (5.351)] +2024-10-13 00:57:30,887 - Train: 48.86% [611200/1251000] [488.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.001568] [CE 4.551 (4.687)] [KD 5.109 (5.319)] +2024-10-13 00:57:38,328 - Train: 48.86% [611250/1251000] [488.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001568] [CE 4.712 (4.670)] [KD 5.327 (5.370)] +2024-10-13 00:57:45,866 - Train: 48.86% [611300/1251000] [488.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001568] [CE 4.379 (4.707)] [KD 5.609 (5.335)] +2024-10-13 00:57:53,648 - Train: 48.87% [611350/1251000] [488.7/1000.0] [batch_t 0.155 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.001568] [CE 4.984 (4.706)] [KD 5.491 (5.451)] +2024-10-13 00:58:01,749 - Train: 48.87% [611400/1251000] [488.7/1000.0] [batch_t 0.151 (0.162)] [data_t 0.004] [optim_t 0.147] [lr 0.001568] [CE 4.290 (4.683)] [KD 5.063 (5.481)] +2024-10-13 00:58:09,375 - Train: 48.88% [611450/1251000] [488.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001567] [CE 5.043 (4.706)] [KD 5.552 (5.374)] +2024-10-13 00:58:17,007 - Train: 48.88% [611500/1251000] [488.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001567] [CE 4.102 (4.646)] [KD 5.125 (5.374)] +2024-10-13 00:58:24,537 - Train: 48.88% [611550/1251000] [488.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001567] [CE 4.780 (4.608)] [KD 5.367 (5.306)] +2024-10-13 00:58:32,250 - Train: 48.89% [611600/1251000] [488.9/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.001567] [CE 4.494 (4.650)] [KD 5.219 (5.304)] +2024-10-13 00:58:39,907 - Train: 48.89% [611650/1251000] [488.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.001567] [CE 4.538 (4.654)] [KD 5.536 (5.348)] +2024-10-13 00:58:47,403 - Train: 48.90% [611700/1251000] [489.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001566] [CE 4.891 (4.658)] [KD 5.375 (5.287)] +2024-10-13 00:58:58,994 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 32357] [top5_cnt 43085] [top_all 50000] +2024-10-13 00:58:58,995 - net: 64.714 (86.170) +2024-10-13 00:59:04,869 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 35495] [top5_cnt 45046] [top_all 50000] +2024-10-13 00:59:04,869 - net_E: 70.990 (90.092) +2024-10-13 00:59:05,047 - Max [top1: 65.738 (epoch: 483)] [top1-ema: 70.990 (epoch: 489)] +2024-10-13 00:59:05,048 - ==> Total time: 1 day, 3:11:56 Eta: 1 day, 4:25:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 00:59:12,192 - Train: 48.90% [611750/1251000] [489.0/1000.0] [batch_t 0.160 (0.199)] [data_t 0.005] [optim_t 0.155] [lr 0.001566] [CE 4.632 (4.693)] [KD 5.047 (5.285)] +2024-10-13 00:59:19,914 - Train: 48.90% [611800/1251000] [489.0/1000.0] [batch_t 0.144 (0.154)] [data_t 0.003] [optim_t 0.141] [lr 0.001566] [CE 4.523 (4.681)] [KD 5.390 (5.292)] +2024-10-13 00:59:27,584 - Train: 48.91% [611850/1251000] [489.1/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.001566] [CE 4.535 (4.644)] [KD 5.412 (5.318)] +2024-10-13 00:59:35,364 - Train: 48.91% [611900/1251000] [489.1/1000.0] [batch_t 0.165 (0.156)] [data_t 0.004] [optim_t 0.161] [lr 0.001566] [CE 5.049 (4.686)] [KD 5.676 (5.318)] +2024-10-13 00:59:42,972 - Train: 48.92% [611950/1251000] [489.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001566] [CE 4.913 (4.657)] [KD 5.406 (5.344)] +2024-10-13 00:59:50,457 - Train: 48.92% [612000/1251000] [489.2/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.001565] [CE 4.622 (4.637)] [KD 5.457 (5.358)] +2024-10-13 00:59:58,044 - Train: 48.92% [612050/1251000] [489.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001565] [CE 5.028 (4.704)] [KD 5.397 (5.361)] +2024-10-13 01:00:05,685 - Train: 48.93% [612100/1251000] [489.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.001565] [CE 4.755 (4.748)] [KD 5.274 (5.430)] +2024-10-13 01:00:13,339 - Train: 48.93% [612150/1251000] [489.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001565] [CE 4.388 (4.688)] [KD 5.414 (5.420)] +2024-10-13 01:00:21,354 - Train: 48.94% [612200/1251000] [489.4/1000.0] [batch_t 0.154 (0.160)] [data_t 0.004] [optim_t 0.150] [lr 0.001565] [CE 4.510 (4.680)] [KD 5.414 (5.440)] +2024-10-13 01:00:29,056 - Train: 48.94% [612250/1251000] [489.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001564] [CE 4.487 (4.685)] [KD 5.171 (5.379)] +2024-10-13 01:00:36,673 - Train: 48.94% [612300/1251000] [489.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001564] [CE 4.468 (4.690)] [KD 5.336 (5.316)] +2024-10-13 01:00:44,251 - Train: 48.95% [612350/1251000] [489.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.001564] [CE 4.291 (4.601)] [KD 5.216 (5.382)] +2024-10-13 01:00:51,757 - Train: 48.95% [612400/1251000] [489.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001564] [CE 4.459 (4.710)] [KD 5.124 (5.394)] +2024-10-13 01:00:59,502 - Train: 48.96% [612450/1251000] [489.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.006] [optim_t 0.146] [lr 0.001564] [CE 5.243 (4.677)] [KD 5.603 (5.388)] +2024-10-13 01:01:07,000 - Train: 48.96% [612500/1251000] [489.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001563] [CE 4.904 (4.644)] [KD 5.788 (5.373)] +2024-10-13 01:01:14,479 - Train: 48.96% [612550/1251000] [489.6/1000.0] [batch_t 0.155 (0.149)] [data_t 0.006] [optim_t 0.149] [lr 0.001563] [CE 4.526 (4.658)] [KD 5.292 (5.387)] +2024-10-13 01:01:22,384 - Train: 48.97% [612600/1251000] [489.7/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.001563] [CE 4.525 (4.618)] [KD 5.327 (5.320)] +2024-10-13 01:01:30,117 - Train: 48.97% [612650/1251000] [489.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001563] [CE 4.417 (4.639)] [KD 5.376 (5.353)] +2024-10-13 01:01:37,709 - Train: 48.98% [612700/1251000] [489.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001563] [CE 4.573 (4.640)] [KD 5.224 (5.390)] +2024-10-13 01:01:45,173 - Train: 48.98% [612750/1251000] [489.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001563] [CE 4.480 (4.554)] [KD 5.127 (5.306)] +2024-10-13 01:01:52,773 - Train: 48.98% [612800/1251000] [489.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001562] [CE 4.047 (4.663)] [KD 4.997 (5.305)] +2024-10-13 01:02:00,233 - Train: 48.99% [612850/1251000] [489.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001562] [CE 4.617 (4.710)] [KD 5.335 (5.411)] +2024-10-13 01:02:07,806 - Train: 48.99% [612900/1251000] [489.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001562] [CE 4.867 (4.702)] [KD 5.361 (5.362)] +2024-10-13 01:02:15,560 - Train: 49.00% [612950/1251000] [490.0/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.001562] [CE 4.771 (4.658)] [KD 5.654 (5.329)] +2024-10-13 01:02:27,230 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 32827] [top5_cnt 43503] [top_all 50000] +2024-10-13 01:02:27,231 - net: 65.654 (87.006) +2024-10-13 01:02:33,068 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 35515] [top5_cnt 45067] [top_all 50000] +2024-10-13 01:02:33,069 - net_E: 71.030 (90.134) +2024-10-13 01:02:33,236 - Max [top1: 65.738 (epoch: 483)] [top1-ema: 71.030 (epoch: 490)] +2024-10-13 01:02:33,236 - ==> Total time: 1 day, 3:15:24 Eta: 1 day, 4:22:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 01:02:38,135 - Train: 49.00% [613000/1251000] [490.0/1000.0] [batch_t 0.160 (0.200)] [data_t 0.003] [optim_t 0.157] [lr 0.001562] [CE 4.587 (4.788)] [KD 4.885 (5.272)] +2024-10-13 01:02:45,701 - Train: 49.00% [613050/1251000] [490.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.001561] [CE 4.515 (4.705)] [KD 5.102 (5.399)] +2024-10-13 01:02:53,119 - Train: 49.01% [613100/1251000] [490.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001561] [CE 4.841 (4.696)] [KD 5.875 (5.381)] +2024-10-13 01:03:00,506 - Train: 49.01% [613150/1251000] [490.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001561] [CE 5.082 (4.649)] [KD 5.555 (5.283)] +2024-10-13 01:03:08,262 - Train: 49.02% [613200/1251000] [490.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001561] [CE 4.774 (4.630)] [KD 5.291 (5.341)] +2024-10-13 01:03:15,687 - Train: 49.02% [613250/1251000] [490.2/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.001561] [CE 3.875 (4.569)] [KD 4.762 (5.309)] +2024-10-13 01:03:23,419 - Train: 49.02% [613300/1251000] [490.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.001560] [CE 4.413 (4.578)] [KD 5.108 (5.274)] +2024-10-13 01:03:30,987 - Train: 49.03% [613350/1251000] [490.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001560] [CE 4.589 (4.666)] [KD 5.408 (5.361)] +2024-10-13 01:03:38,642 - Train: 49.03% [613400/1251000] [490.3/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.001560] [CE 4.048 (4.634)] [KD 5.055 (5.351)] +2024-10-13 01:03:46,187 - Train: 49.04% [613450/1251000] [490.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001560] [CE 4.589 (4.741)] [KD 5.333 (5.352)] +2024-10-13 01:03:53,827 - Train: 49.04% [613500/1251000] [490.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001560] [CE 4.630 (4.676)] [KD 5.660 (5.377)] +2024-10-13 01:04:01,258 - Train: 49.04% [613550/1251000] [490.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001560] [CE 4.745 (4.687)] [KD 4.774 (5.268)] +2024-10-13 01:04:08,726 - Train: 49.05% [613600/1251000] [490.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.001559] [CE 5.149 (4.683)] [KD 5.545 (5.332)] +2024-10-13 01:04:16,384 - Train: 49.05% [613650/1251000] [490.5/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.001559] [CE 4.061 (4.714)] [KD 4.817 (5.314)] +2024-10-13 01:04:23,819 - Train: 49.06% [613700/1251000] [490.6/1000.0] [batch_t 0.143 (0.149)] [data_t 0.003] [optim_t 0.140] [lr 0.001559] [CE 4.392 (4.700)] [KD 5.465 (5.352)] +2024-10-13 01:04:31,496 - Train: 49.06% [613750/1251000] [490.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001559] [CE 4.415 (4.572)] [KD 5.312 (5.307)] +2024-10-13 01:04:39,183 - Train: 49.06% [613800/1251000] [490.6/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.141] [lr 0.001559] [CE 4.954 (4.705)] [KD 5.210 (5.360)] +2024-10-13 01:04:46,849 - Train: 49.07% [613850/1251000] [490.7/1000.0] [batch_t 0.159 (0.153)] [data_t 0.004] [optim_t 0.155] [lr 0.001558] [CE 4.804 (4.661)] [KD 5.076 (5.376)] +2024-10-13 01:04:54,593 - Train: 49.07% [613900/1251000] [490.7/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.001558] [CE 4.287 (4.646)] [KD 5.216 (5.302)] +2024-10-13 01:05:02,046 - Train: 49.08% [613950/1251000] [490.8/1000.0] [batch_t 0.155 (0.149)] [data_t 0.004] [optim_t 0.151] [lr 0.001558] [CE 4.732 (4.653)] [KD 5.393 (5.267)] +2024-10-13 01:05:09,556 - Train: 49.08% [614000/1251000] [490.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001558] [CE 4.735 (4.651)] [KD 5.317 (5.343)] +2024-10-13 01:05:17,135 - Train: 49.08% [614050/1251000] [490.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001558] [CE 4.267 (4.676)] [KD 5.068 (5.420)] +2024-10-13 01:05:24,605 - Train: 49.09% [614100/1251000] [490.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001558] [CE 4.510 (4.673)] [KD 5.292 (5.350)] +2024-10-13 01:05:32,353 - Train: 49.09% [614150/1251000] [490.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.001557] [CE 4.673 (4.703)] [KD 5.348 (5.419)] +2024-10-13 01:05:40,137 - Train: 49.10% [614200/1251000] [491.0/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.001557] [CE 4.144 (4.685)] [KD 5.358 (5.431)] +2024-10-13 01:05:51,925 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 32650] [top5_cnt 43405] [top_all 50000] +2024-10-13 01:05:51,926 - net: 65.300 (86.810) +2024-10-13 01:05:57,704 - Test (net_E): 100.00% [50/50] [batch_t 0.027 (0.101)] [top1_cnt 35488] [top5_cnt 45066] [top_all 50000] +2024-10-13 01:05:57,704 - net_E: 70.976 (90.132) +2024-10-13 01:05:57,868 - Max [top1: 65.738 (epoch: 483)] [top1-ema: 71.030 (epoch: 490)] +2024-10-13 01:05:57,869 - ==> Total time: 1 day, 3:18:48 Eta: 1 day, 4:18:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 01:06:01,735 - Train: 49.10% [614250/1251000] [491.0/1000.0] [batch_t 0.151 (0.215)] [data_t 0.005] [optim_t 0.146] [lr 0.001557] [CE 4.516 (4.538)] [KD 5.148 (5.251)] +2024-10-13 01:06:09,508 - Train: 49.10% [614300/1251000] [491.0/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001557] [CE 4.801 (4.662)] [KD 5.517 (5.265)] +2024-10-13 01:06:16,983 - Train: 49.11% [614350/1251000] [491.1/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001557] [CE 4.318 (4.668)] [KD 5.174 (5.375)] +2024-10-13 01:06:24,572 - Train: 49.11% [614400/1251000] [491.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001556] [CE 4.577 (4.648)] [KD 5.412 (5.229)] +2024-10-13 01:06:32,020 - Train: 49.12% [614450/1251000] [491.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001556] [CE 4.712 (4.692)] [KD 5.305 (5.327)] +2024-10-13 01:06:39,477 - Train: 49.12% [614500/1251000] [491.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.001556] [CE 4.890 (4.658)] [KD 5.355 (5.270)] +2024-10-13 01:06:47,403 - Train: 49.12% [614550/1251000] [491.2/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.001556] [CE 4.000 (4.607)] [KD 5.107 (5.328)] +2024-10-13 01:06:55,243 - Train: 49.13% [614600/1251000] [491.3/1000.0] [batch_t 0.146 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.001556] [CE 4.337 (4.570)] [KD 5.199 (5.312)] +2024-10-13 01:07:02,677 - Train: 49.13% [614650/1251000] [491.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001555] [CE 4.314 (4.621)] [KD 5.274 (5.317)] +2024-10-13 01:07:10,117 - Train: 49.14% [614700/1251000] [491.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001555] [CE 4.481 (4.697)] [KD 5.410 (5.443)] +2024-10-13 01:07:17,541 - Train: 49.14% [614750/1251000] [491.4/1000.0] [batch_t 0.156 (0.148)] [data_t 0.004] [optim_t 0.152] [lr 0.001555] [CE 4.894 (4.680)] [KD 5.647 (5.328)] +2024-10-13 01:07:25,172 - Train: 49.14% [614800/1251000] [491.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001555] [CE 4.541 (4.650)] [KD 5.049 (5.292)] +2024-10-13 01:07:32,885 - Train: 49.15% [614850/1251000] [491.5/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.001555] [CE 4.542 (4.611)] [KD 5.157 (5.370)] +2024-10-13 01:07:40,334 - Train: 49.15% [614900/1251000] [491.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001555] [CE 4.465 (4.603)] [KD 5.415 (5.385)] +2024-10-13 01:07:47,994 - Train: 49.16% [614950/1251000] [491.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001554] [CE 4.720 (4.705)] [KD 5.500 (5.387)] +2024-10-13 01:07:55,574 - Train: 49.16% [615000/1251000] [491.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001554] [CE 4.872 (4.657)] [KD 5.585 (5.408)] +2024-10-13 01:08:03,208 - Train: 49.16% [615050/1251000] [491.6/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.001554] [CE 5.174 (4.618)] [KD 5.706 (5.268)] +2024-10-13 01:08:10,817 - Train: 49.17% [615100/1251000] [491.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001554] [CE 4.537 (4.691)] [KD 5.313 (5.351)] +2024-10-13 01:08:18,508 - Train: 49.17% [615150/1251000] [491.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001554] [CE 4.875 (4.753)] [KD 5.400 (5.369)] +2024-10-13 01:08:26,179 - Train: 49.18% [615200/1251000] [491.8/1000.0] [batch_t 0.276 (0.153)] [data_t 0.003] [optim_t 0.273] [lr 0.001553] [CE 4.484 (4.654)] [KD 5.226 (5.369)] +2024-10-13 01:08:33,832 - Train: 49.18% [615250/1251000] [491.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001553] [CE 5.124 (4.693)] [KD 5.291 (5.314)] +2024-10-13 01:08:41,342 - Train: 49.18% [615300/1251000] [491.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001553] [CE 4.678 (4.721)] [KD 5.209 (5.370)] +2024-10-13 01:08:49,118 - Train: 49.19% [615350/1251000] [491.9/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.001553] [CE 4.540 (4.628)] [KD 5.298 (5.303)] +2024-10-13 01:08:56,834 - Train: 49.19% [615400/1251000] [491.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.001553] [CE 4.532 (4.636)] [KD 5.355 (5.321)] +2024-10-13 01:09:04,593 - Train: 49.20% [615450/1251000] [492.0/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001552] [CE 4.689 (4.658)] [KD 5.268 (5.335)] +2024-10-13 01:09:16,525 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 32748] [top5_cnt 43456] [top_all 50000] +2024-10-13 01:09:16,526 - net: 65.496 (86.912) +2024-10-13 01:09:22,322 - Test (net_E): 100.00% [50/50] [batch_t 0.076 (0.101)] [top1_cnt 35540] [top5_cnt 45053] [top_all 50000] +2024-10-13 01:09:22,322 - net_E: 71.080 (90.106) +2024-10-13 01:09:22,488 - Max [top1: 65.738 (epoch: 483)] [top1-ema: 71.080 (epoch: 492)] +2024-10-13 01:09:22,489 - ==> Total time: 1 day, 3:22:13 Eta: 1 day, 4:15:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 01:09:26,560 - Train: 49.20% [615500/1251000] [492.0/1000.0] [batch_t 0.147 (0.195)] [data_t 0.003] [optim_t 0.144] [lr 0.001552] [CE 4.442 (4.516)] [KD 5.198 (5.203)] +2024-10-13 01:09:34,055 - Train: 49.20% [615550/1251000] [492.0/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001552] [CE 4.256 (4.633)] [KD 5.483 (5.317)] +2024-10-13 01:09:41,677 - Train: 49.21% [615600/1251000] [492.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.001552] [CE 4.499 (4.602)] [KD 5.086 (5.267)] +2024-10-13 01:09:49,424 - Train: 49.21% [615650/1251000] [492.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001552] [CE 4.309 (4.609)] [KD 5.131 (5.263)] +2024-10-13 01:09:57,085 - Train: 49.22% [615700/1251000] [492.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001552] [CE 4.409 (4.662)] [KD 5.038 (5.342)] +2024-10-13 01:10:04,719 - Train: 49.22% [615750/1251000] [492.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001551] [CE 4.511 (4.661)] [KD 5.350 (5.402)] +2024-10-13 01:10:12,692 - Train: 49.22% [615800/1251000] [492.2/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.001551] [CE 4.938 (4.656)] [KD 5.252 (5.353)] +2024-10-13 01:10:20,218 - Train: 49.23% [615850/1251000] [492.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.001551] [CE 4.735 (4.703)] [KD 5.350 (5.315)] +2024-10-13 01:10:27,988 - Train: 49.23% [615900/1251000] [492.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.142] [lr 0.001551] [CE 4.831 (4.676)] [KD 5.292 (5.404)] +2024-10-13 01:10:35,525 - Train: 49.24% [615950/1251000] [492.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.001551] [CE 4.497 (4.682)] [KD 5.702 (5.439)] +2024-10-13 01:10:43,105 - Train: 49.24% [616000/1251000] [492.4/1000.0] [batch_t 0.160 (0.151)] [data_t 0.005] [optim_t 0.154] [lr 0.001550] [CE 4.291 (4.706)] [KD 5.174 (5.423)] +2024-10-13 01:10:50,979 - Train: 49.24% [616050/1251000] [492.4/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.001550] [CE 4.751 (4.687)] [KD 5.507 (5.391)] +2024-10-13 01:10:58,825 - Train: 49.25% [616100/1251000] [492.5/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.001550] [CE 4.541 (4.626)] [KD 5.269 (5.318)] +2024-10-13 01:11:06,523 - Train: 49.25% [616150/1251000] [492.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.001550] [CE 4.434 (4.620)] [KD 5.476 (5.327)] +2024-10-13 01:11:14,407 - Train: 49.26% [616200/1251000] [492.6/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.149] [lr 0.001550] [CE 4.277 (4.640)] [KD 5.405 (5.371)] +2024-10-13 01:11:22,019 - Train: 49.26% [616250/1251000] [492.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.001549] [CE 4.600 (4.665)] [KD 5.335 (5.364)] +2024-10-13 01:11:29,536 - Train: 49.26% [616300/1251000] [492.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.001549] [CE 4.728 (4.694)] [KD 5.337 (5.291)] +2024-10-13 01:11:37,255 - Train: 49.27% [616350/1251000] [492.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001549] [CE 4.596 (4.621)] [KD 4.993 (5.291)] +2024-10-13 01:11:44,858 - Train: 49.27% [616400/1251000] [492.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001549] [CE 5.101 (4.653)] [KD 5.398 (5.308)] +2024-10-13 01:11:52,447 - Train: 49.28% [616450/1251000] [492.8/1000.0] [batch_t 0.262 (0.152)] [data_t 0.004] [optim_t 0.258] [lr 0.001549] [CE 4.847 (4.689)] [KD 5.643 (5.370)] +2024-10-13 01:12:00,348 - Train: 49.28% [616500/1251000] [492.8/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.001549] [CE 4.825 (4.674)] [KD 5.492 (5.365)] +2024-10-13 01:12:08,101 - Train: 49.28% [616550/1251000] [492.8/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.001548] [CE 4.862 (4.599)] [KD 5.641 (5.392)] +2024-10-13 01:12:15,738 - Train: 49.29% [616600/1251000] [492.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001548] [CE 4.683 (4.669)] [KD 5.230 (5.342)] +2024-10-13 01:12:23,381 - Train: 49.29% [616650/1251000] [492.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.007] [optim_t 0.143] [lr 0.001548] [CE 4.622 (4.710)] [KD 5.172 (5.340)] +2024-10-13 01:12:30,975 - Train: 49.30% [616700/1251000] [493.0/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.001548] [CE 4.671 (4.667)] [KD 5.324 (5.352)] +2024-10-13 01:12:43,213 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 32409] [top5_cnt 43150] [top_all 50000] +2024-10-13 01:12:43,213 - net: 64.818 (86.300) +2024-10-13 01:12:49,168 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 35563] [top5_cnt 45046] [top_all 50000] +2024-10-13 01:12:49,169 - net_E: 71.126 (90.092) +2024-10-13 01:12:49,384 - Max [top1: 65.738 (epoch: 483)] [top1-ema: 71.126 (epoch: 493)] +2024-10-13 01:12:49,384 - ==> Total time: 1 day, 3:25:40 Eta: 1 day, 4:12:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 01:12:54,001 - Train: 49.30% [616750/1251000] [493.0/1000.0] [batch_t 0.147 (0.227)] [data_t 0.004] [optim_t 0.143] [lr 0.001548] [CE 4.277 (4.721)] [KD 5.069 (5.336)] +2024-10-13 01:13:01,434 - Train: 49.30% [616800/1251000] [493.0/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001547] [CE 4.558 (4.607)] [KD 5.052 (5.322)] +2024-10-13 01:13:09,237 - Train: 49.31% [616850/1251000] [493.1/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.001547] [CE 4.509 (4.606)] [KD 5.150 (5.289)] +2024-10-13 01:13:16,893 - Train: 49.31% [616900/1251000] [493.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001547] [CE 4.218 (4.601)] [KD 5.062 (5.279)] +2024-10-13 01:13:24,480 - Train: 49.32% [616950/1251000] [493.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001547] [CE 4.876 (4.657)] [KD 5.568 (5.294)] +2024-10-13 01:13:32,080 - Train: 49.32% [617000/1251000] [493.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001547] [CE 4.380 (4.672)] [KD 5.060 (5.330)] +2024-10-13 01:13:39,551 - Train: 49.32% [617050/1251000] [493.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001547] [CE 4.636 (4.577)] [KD 5.304 (5.247)] +2024-10-13 01:13:47,177 - Train: 49.33% [617100/1251000] [493.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001546] [CE 4.491 (4.668)] [KD 5.316 (5.291)] +2024-10-13 01:13:54,908 - Train: 49.33% [617150/1251000] [493.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001546] [CE 4.063 (4.669)] [KD 4.791 (5.335)] +2024-10-13 01:14:02,611 - Train: 49.34% [617200/1251000] [493.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001546] [CE 4.200 (4.650)] [KD 4.621 (5.276)] +2024-10-13 01:14:10,180 - Train: 49.34% [617250/1251000] [493.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001546] [CE 4.590 (4.674)] [KD 5.150 (5.331)] +2024-10-13 01:14:17,838 - Train: 49.34% [617300/1251000] [493.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.001546] [CE 4.839 (4.652)] [KD 5.263 (5.352)] +2024-10-13 01:14:25,460 - Train: 49.35% [617350/1251000] [493.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001545] [CE 5.122 (4.634)] [KD 5.476 (5.251)] +2024-10-13 01:14:32,936 - Train: 49.35% [617400/1251000] [493.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001545] [CE 4.276 (4.702)] [KD 5.354 (5.290)] +2024-10-13 01:14:40,747 - Train: 49.36% [617450/1251000] [493.6/1000.0] [batch_t 0.145 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.001545] [CE 4.181 (4.607)] [KD 5.117 (5.319)] +2024-10-13 01:14:48,317 - Train: 49.36% [617500/1251000] [493.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001545] [CE 4.054 (4.655)] [KD 5.231 (5.321)] +2024-10-13 01:14:55,883 - Train: 49.36% [617550/1251000] [493.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001545] [CE 4.839 (4.731)] [KD 5.346 (5.448)] +2024-10-13 01:15:03,486 - Train: 49.37% [617600/1251000] [493.7/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.001544] [CE 4.863 (4.676)] [KD 5.625 (5.404)] +2024-10-13 01:15:10,996 - Train: 49.37% [617650/1251000] [493.7/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.001544] [CE 4.410 (4.612)] [KD 5.313 (5.300)] +2024-10-13 01:15:18,702 - Train: 49.38% [617700/1251000] [493.8/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001544] [CE 4.854 (4.730)] [KD 5.527 (5.432)] +2024-10-13 01:15:26,411 - Train: 49.38% [617750/1251000] [493.8/1000.0] [batch_t 0.271 (0.154)] [data_t 0.004] [optim_t 0.266] [lr 0.001544] [CE 3.737 (4.622)] [KD 4.862 (5.361)] +2024-10-13 01:15:33,885 - Train: 49.38% [617800/1251000] [493.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001544] [CE 4.172 (4.573)] [KD 5.050 (5.413)] +2024-10-13 01:15:41,553 - Train: 49.39% [617850/1251000] [493.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001544] [CE 4.775 (4.723)] [KD 5.138 (5.419)] +2024-10-13 01:15:49,063 - Train: 49.39% [617900/1251000] [493.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001543] [CE 4.430 (4.670)] [KD 5.005 (5.296)] +2024-10-13 01:15:56,625 - Train: 49.40% [617950/1251000] [494.0/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.001543] [CE 4.933 (4.703)] [KD 5.399 (5.355)] +2024-10-13 01:16:08,978 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 32882] [top5_cnt 43617] [top_all 50000] +2024-10-13 01:16:08,978 - net: 65.764 (87.234) +2024-10-13 01:16:14,738 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 35558] [top5_cnt 45085] [top_all 50000] +2024-10-13 01:16:14,739 - net_E: 71.116 (90.170) +2024-10-13 01:16:14,891 - Max [top1: 65.764 (epoch: 494)] [top1-ema: 71.126 (epoch: 493)] +2024-10-13 01:16:14,892 - ==> Total time: 1 day, 3:29:05 Eta: 1 day, 4:09:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 01:16:19,212 - Train: 49.40% [618000/1251000] [494.0/1000.0] [batch_t 0.145 (0.211)] [data_t 0.005] [optim_t 0.141] [lr 0.001543] [CE 4.943 (4.738)] [KD 5.295 (5.294)] +2024-10-13 01:16:26,913 - Train: 49.40% [618050/1251000] [494.0/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001543] [CE 4.890 (4.631)] [KD 5.396 (5.311)] +2024-10-13 01:16:34,533 - Train: 49.41% [618100/1251000] [494.1/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001543] [CE 4.412 (4.731)] [KD 5.250 (5.332)] +2024-10-13 01:16:42,069 - Train: 49.41% [618150/1251000] [494.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.001542] [CE 5.133 (4.731)] [KD 5.311 (5.306)] +2024-10-13 01:16:49,465 - Train: 49.42% [618200/1251000] [494.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001542] [CE 4.632 (4.594)] [KD 5.745 (5.283)] +2024-10-13 01:16:56,958 - Train: 49.42% [618250/1251000] [494.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001542] [CE 4.151 (4.602)] [KD 4.843 (5.360)] +2024-10-13 01:17:04,472 - Train: 49.42% [618300/1251000] [494.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001542] [CE 5.127 (4.673)] [KD 5.284 (5.272)] +2024-10-13 01:17:12,260 - Train: 49.43% [618350/1251000] [494.3/1000.0] [batch_t 0.145 (0.156)] [data_t 0.005] [optim_t 0.140] [lr 0.001542] [CE 4.694 (4.701)] [KD 5.102 (5.290)] +2024-10-13 01:17:19,950 - Train: 49.43% [618400/1251000] [494.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001541] [CE 4.941 (4.803)] [KD 5.483 (5.405)] +2024-10-13 01:17:27,476 - Train: 49.44% [618450/1251000] [494.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001541] [CE 5.020 (4.719)] [KD 5.595 (5.439)] +2024-10-13 01:17:35,058 - Train: 49.44% [618500/1251000] [494.4/1000.0] [batch_t 0.163 (0.152)] [data_t 0.005] [optim_t 0.158] [lr 0.001541] [CE 4.077 (4.631)] [KD 4.729 (5.310)] +2024-10-13 01:17:42,610 - Train: 49.44% [618550/1251000] [494.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001541] [CE 4.877 (4.661)] [KD 5.633 (5.331)] +2024-10-13 01:17:50,209 - Train: 49.45% [618600/1251000] [494.5/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.001541] [CE 4.336 (4.686)] [KD 5.547 (5.369)] +2024-10-13 01:17:57,691 - Train: 49.45% [618650/1251000] [494.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.001541] [CE 4.163 (4.637)] [KD 5.044 (5.350)] +2024-10-13 01:18:05,346 - Train: 49.46% [618700/1251000] [494.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001540] [CE 4.350 (4.747)] [KD 5.252 (5.388)] +2024-10-13 01:18:13,006 - Train: 49.46% [618750/1251000] [494.6/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.001540] [CE 5.164 (4.703)] [KD 5.507 (5.342)] +2024-10-13 01:18:20,400 - Train: 49.46% [618800/1251000] [494.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001540] [CE 4.451 (4.660)] [KD 5.174 (5.263)] +2024-10-13 01:18:27,932 - Train: 49.47% [618850/1251000] [494.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001540] [CE 4.392 (4.668)] [KD 5.376 (5.280)] +2024-10-13 01:18:35,593 - Train: 49.47% [618900/1251000] [494.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001540] [CE 4.815 (4.694)] [KD 5.246 (5.322)] +2024-10-13 01:18:43,132 - Train: 49.48% [618950/1251000] [494.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.001539] [CE 4.568 (4.680)] [KD 5.459 (5.297)] +2024-10-13 01:18:50,706 - Train: 49.48% [619000/1251000] [494.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001539] [CE 4.231 (4.669)] [KD 5.094 (5.289)] +2024-10-13 01:18:58,178 - Train: 49.48% [619050/1251000] [494.8/1000.0] [batch_t 0.143 (0.149)] [data_t 0.003] [optim_t 0.139] [lr 0.001539] [CE 4.699 (4.679)] [KD 5.262 (5.244)] +2024-10-13 01:19:05,601 - Train: 49.49% [619100/1251000] [494.9/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.001539] [CE 4.514 (4.729)] [KD 5.342 (5.381)] +2024-10-13 01:19:13,170 - Train: 49.49% [619150/1251000] [494.9/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.001539] [CE 4.404 (4.712)] [KD 5.015 (5.317)] +2024-10-13 01:19:20,697 - Train: 49.50% [619200/1251000] [495.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.008] [optim_t 0.140] [lr 0.001538] [CE 4.560 (4.623)] [KD 5.330 (5.353)] +2024-10-13 01:19:33,288 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 33198] [top5_cnt 43727] [top_all 50000] +2024-10-13 01:19:33,288 - net: 66.396 (87.454) +2024-10-13 01:19:39,046 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 35540] [top5_cnt 45068] [top_all 50000] +2024-10-13 01:19:39,047 - net_E: 71.080 (90.136) +2024-10-13 01:19:39,204 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.126 (epoch: 493)] +2024-10-13 01:19:39,205 - ==> Total time: 1 day, 3:32:30 Eta: 1 day, 4:05:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 01:19:43,401 - Train: 49.50% [619250/1251000] [495.0/1000.0] [batch_t 0.146 (0.248)] [data_t 0.004] [optim_t 0.142] [lr 0.001538] [CE 4.848 (4.750)] [KD 5.481 (5.259)] +2024-10-13 01:19:50,904 - Train: 49.50% [619300/1251000] [495.0/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.001538] [CE 4.488 (4.674)] [KD 5.589 (5.268)] +2024-10-13 01:19:58,562 - Train: 49.51% [619350/1251000] [495.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.001538] [CE 4.887 (4.692)] [KD 5.383 (5.329)] +2024-10-13 01:20:06,015 - Train: 49.51% [619400/1251000] [495.1/1000.0] [batch_t 0.154 (0.149)] [data_t 0.006] [optim_t 0.148] [lr 0.001538] [CE 4.402 (4.630)] [KD 5.457 (5.280)] +2024-10-13 01:20:13,456 - Train: 49.52% [619450/1251000] [495.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001538] [CE 4.077 (4.736)] [KD 4.942 (5.325)] +2024-10-13 01:20:21,065 - Train: 49.52% [619500/1251000] [495.2/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001537] [CE 4.629 (4.692)] [KD 5.421 (5.322)] +2024-10-13 01:20:28,748 - Train: 49.52% [619550/1251000] [495.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001537] [CE 4.888 (4.634)] [KD 5.577 (5.285)] +2024-10-13 01:20:36,228 - Train: 49.53% [619600/1251000] [495.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001537] [CE 4.603 (4.614)] [KD 5.064 (5.337)] +2024-10-13 01:20:43,600 - Train: 49.53% [619650/1251000] [495.3/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.001537] [CE 4.790 (4.650)] [KD 5.670 (5.296)] +2024-10-13 01:20:51,115 - Train: 49.54% [619700/1251000] [495.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001537] [CE 4.608 (4.582)] [KD 5.330 (5.331)] +2024-10-13 01:20:58,755 - Train: 49.54% [619750/1251000] [495.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001536] [CE 5.154 (4.635)] [KD 5.734 (5.405)] +2024-10-13 01:21:06,327 - Train: 49.54% [619800/1251000] [495.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001536] [CE 4.800 (4.676)] [KD 5.450 (5.273)] +2024-10-13 01:21:13,874 - Train: 49.55% [619850/1251000] [495.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001536] [CE 4.690 (4.666)] [KD 5.233 (5.307)] +2024-10-13 01:21:21,442 - Train: 49.55% [619900/1251000] [495.5/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.001536] [CE 5.173 (4.690)] [KD 5.346 (5.375)] +2024-10-13 01:21:28,950 - Train: 49.56% [619950/1251000] [495.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001536] [CE 4.452 (4.558)] [KD 5.401 (5.265)] +2024-10-13 01:21:36,447 - Train: 49.56% [620000/1251000] [495.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.001536] [CE 4.488 (4.697)] [KD 5.225 (5.319)] +2024-10-13 01:21:43,833 - Train: 49.56% [620050/1251000] [495.6/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001535] [CE 4.854 (4.720)] [KD 5.455 (5.365)] +2024-10-13 01:21:51,301 - Train: 49.57% [620100/1251000] [495.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.001535] [CE 4.804 (4.616)] [KD 5.263 (5.254)] +2024-10-13 01:21:58,966 - Train: 49.57% [620150/1251000] [495.7/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.001535] [CE 4.287 (4.636)] [KD 4.899 (5.219)] +2024-10-13 01:22:06,610 - Train: 49.58% [620200/1251000] [495.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.001535] [CE 4.578 (4.645)] [KD 5.358 (5.290)] +2024-10-13 01:22:14,104 - Train: 49.58% [620250/1251000] [495.8/1000.0] [batch_t 0.143 (0.150)] [data_t 0.005] [optim_t 0.138] [lr 0.001535] [CE 4.789 (4.711)] [KD 5.336 (5.399)] +2024-10-13 01:22:21,459 - Train: 49.58% [620300/1251000] [495.8/1000.0] [batch_t 0.152 (0.147)] [data_t 0.004] [optim_t 0.149] [lr 0.001534] [CE 4.658 (4.605)] [KD 5.266 (5.285)] +2024-10-13 01:22:28,826 - Train: 49.59% [620350/1251000] [495.9/1000.0] [batch_t 0.147 (0.147)] [data_t 0.003] [optim_t 0.145] [lr 0.001534] [CE 4.343 (4.632)] [KD 5.450 (5.378)] +2024-10-13 01:22:36,405 - Train: 49.59% [620400/1251000] [495.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.001534] [CE 3.985 (4.621)] [KD 5.234 (5.401)] +2024-10-13 01:22:43,757 - Train: 49.60% [620450/1251000] [496.0/1000.0] [batch_t 0.144 (0.147)] [data_t 0.004] [optim_t 0.140] [lr 0.001534] [CE 4.847 (4.740)] [KD 5.311 (5.400)] +2024-10-13 01:22:56,131 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 30680] [top5_cnt 42003] [top_all 50000] +2024-10-13 01:22:56,132 - net: 61.360 (84.006) +2024-10-13 01:23:02,190 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35545] [top5_cnt 45082] [top_all 50000] +2024-10-13 01:23:02,190 - net_E: 71.090 (90.164) +2024-10-13 01:23:02,348 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.126 (epoch: 493)] +2024-10-13 01:23:02,349 - ==> Total time: 1 day, 3:35:53 Eta: 1 day, 4:02:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 01:23:08,394 - Train: 49.60% [620500/1251000] [496.0/1000.0] [batch_t 0.149 (0.262)] [data_t 0.003] [optim_t 0.146] [lr 0.001534] [CE 5.108 (4.732)] [KD 5.690 (5.470)] +2024-10-13 01:23:16,240 - Train: 49.60% [620550/1251000] [496.0/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.001533] [CE 4.454 (4.647)] [KD 5.327 (5.297)] +2024-10-13 01:23:23,869 - Train: 49.61% [620600/1251000] [496.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.001533] [CE 4.655 (4.589)] [KD 5.325 (5.236)] +2024-10-13 01:23:31,313 - Train: 49.61% [620650/1251000] [496.1/1000.0] [batch_t 0.141 (0.149)] [data_t 0.003] [optim_t 0.138] [lr 0.001533] [CE 4.530 (4.679)] [KD 5.370 (5.339)] +2024-10-13 01:23:38,720 - Train: 49.62% [620700/1251000] [496.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001533] [CE 4.061 (4.662)] [KD 5.271 (5.359)] +2024-10-13 01:23:46,255 - Train: 49.62% [620750/1251000] [496.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001533] [CE 4.482 (4.626)] [KD 5.422 (5.308)] +2024-10-13 01:23:53,974 - Train: 49.62% [620800/1251000] [496.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001533] [CE 4.994 (4.663)] [KD 5.556 (5.311)] +2024-10-13 01:24:01,673 - Train: 49.63% [620850/1251000] [496.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001532] [CE 4.683 (4.662)] [KD 5.257 (5.305)] +2024-10-13 01:24:09,317 - Train: 49.63% [620900/1251000] [496.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001532] [CE 4.670 (4.615)] [KD 5.303 (5.302)] +2024-10-13 01:24:16,744 - Train: 49.64% [620950/1251000] [496.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.001532] [CE 3.964 (4.669)] [KD 5.123 (5.372)] +2024-10-13 01:24:24,372 - Train: 49.64% [621000/1251000] [496.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001532] [CE 4.915 (4.712)] [KD 5.288 (5.309)] +2024-10-13 01:24:31,965 - Train: 49.64% [621050/1251000] [496.4/1000.0] [batch_t 0.143 (0.152)] [data_t 0.004] [optim_t 0.139] [lr 0.001532] [CE 4.985 (4.711)] [KD 5.384 (5.357)] +2024-10-13 01:24:39,625 - Train: 49.65% [621100/1251000] [496.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001531] [CE 4.303 (4.630)] [KD 5.175 (5.324)] +2024-10-13 01:24:47,171 - Train: 49.65% [621150/1251000] [496.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001531] [CE 4.356 (4.690)] [KD 5.378 (5.418)] +2024-10-13 01:24:54,575 - Train: 49.66% [621200/1251000] [496.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001531] [CE 4.868 (4.666)] [KD 5.423 (5.322)] +2024-10-13 01:25:02,128 - Train: 49.66% [621250/1251000] [496.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001531] [CE 4.430 (4.697)] [KD 5.300 (5.317)] +2024-10-13 01:25:09,793 - Train: 49.66% [621300/1251000] [496.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.001531] [CE 4.575 (4.721)] [KD 5.408 (5.442)] +2024-10-13 01:25:17,297 - Train: 49.67% [621350/1251000] [496.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001530] [CE 4.945 (4.701)] [KD 5.592 (5.335)] +2024-10-13 01:25:24,845 - Train: 49.67% [621400/1251000] [496.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001530] [CE 4.868 (4.650)] [KD 5.671 (5.285)] +2024-10-13 01:25:32,593 - Train: 49.68% [621450/1251000] [496.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.007] [optim_t 0.142] [lr 0.001530] [CE 4.683 (4.739)] [KD 5.474 (5.405)] +2024-10-13 01:25:39,985 - Train: 49.68% [621500/1251000] [496.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001530] [CE 4.991 (4.639)] [KD 5.594 (5.256)] +2024-10-13 01:25:47,394 - Train: 49.68% [621550/1251000] [496.8/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001530] [CE 4.523 (4.663)] [KD 5.388 (5.263)] +2024-10-13 01:25:54,970 - Train: 49.69% [621600/1251000] [496.9/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.001530] [CE 4.988 (4.667)] [KD 5.525 (5.319)] +2024-10-13 01:26:02,595 - Train: 49.69% [621650/1251000] [496.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001529] [CE 4.944 (4.649)] [KD 5.414 (5.284)] +2024-10-13 01:26:10,149 - Train: 49.70% [621700/1251000] [497.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001529] [CE 4.744 (4.643)] [KD 5.468 (5.323)] +2024-10-13 01:26:22,905 - Test (net): 100.00% [50/50] [batch_t 0.027 (0.105)] [top1_cnt 32086] [top5_cnt 42851] [top_all 50000] +2024-10-13 01:26:22,906 - net: 64.172 (85.702) +2024-10-13 01:26:28,836 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 35536] [top5_cnt 45098] [top_all 50000] +2024-10-13 01:26:28,836 - net_E: 71.072 (90.196) +2024-10-13 01:26:29,023 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.126 (epoch: 493)] +2024-10-13 01:26:29,023 - ==> Total time: 1 day, 3:39:20 Eta: 1 day, 3:59:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 01:26:31,501 - Train: 49.70% [621750/1251000] [497.0/1000.0] [batch_t 0.146 (0.270)] [data_t 0.003] [optim_t 0.143] [lr 0.001529] [CE 4.820 (4.767)] [KD 5.334 (5.349)] +2024-10-13 01:26:39,115 - Train: 49.70% [621800/1251000] [497.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.001529] [CE 4.428 (4.671)] [KD 5.251 (5.340)] +2024-10-13 01:26:46,679 - Train: 49.71% [621850/1251000] [497.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001529] [CE 4.375 (4.717)] [KD 4.955 (5.302)] +2024-10-13 01:26:54,331 - Train: 49.71% [621900/1251000] [497.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001528] [CE 4.869 (4.673)] [KD 5.337 (5.389)] +2024-10-13 01:27:02,013 - Train: 49.72% [621950/1251000] [497.2/1000.0] [batch_t 0.278 (0.154)] [data_t 0.005] [optim_t 0.273] [lr 0.001528] [CE 4.459 (4.653)] [KD 5.459 (5.395)] +2024-10-13 01:27:09,807 - Train: 49.72% [622000/1251000] [497.2/1000.0] [batch_t 0.155 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.001528] [CE 4.577 (4.680)] [KD 5.195 (5.342)] +2024-10-13 01:27:17,386 - Train: 49.72% [622050/1251000] [497.2/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.001528] [CE 4.804 (4.639)] [KD 5.380 (5.317)] +2024-10-13 01:27:24,988 - Train: 49.73% [622100/1251000] [497.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001528] [CE 5.199 (4.704)] [KD 5.430 (5.318)] +2024-10-13 01:27:32,452 - Train: 49.73% [622150/1251000] [497.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.001527] [CE 4.558 (4.679)] [KD 5.342 (5.248)] +2024-10-13 01:27:39,950 - Train: 49.74% [622200/1251000] [497.4/1000.0] [batch_t 0.154 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.001527] [CE 4.586 (4.624)] [KD 5.477 (5.300)] +2024-10-13 01:27:47,485 - Train: 49.74% [622250/1251000] [497.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.001527] [CE 4.645 (4.628)] [KD 5.358 (5.309)] +2024-10-13 01:27:55,443 - Train: 49.74% [622300/1251000] [497.4/1000.0] [batch_t 0.145 (0.159)] [data_t 0.003] [optim_t 0.142] [lr 0.001527] [CE 4.631 (4.689)] [KD 5.589 (5.330)] +2024-10-13 01:28:02,902 - Train: 49.75% [622350/1251000] [497.5/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.001527] [CE 5.021 (4.718)] [KD 5.536 (5.404)] +2024-10-13 01:28:10,609 - Train: 49.75% [622400/1251000] [497.5/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.001527] [CE 4.487 (4.666)] [KD 5.364 (5.336)] +2024-10-13 01:28:18,195 - Train: 49.76% [622450/1251000] [497.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.001526] [CE 4.121 (4.686)] [KD 4.972 (5.354)] +2024-10-13 01:28:25,792 - Train: 49.76% [622500/1251000] [497.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001526] [CE 4.956 (4.680)] [KD 5.691 (5.356)] +2024-10-13 01:28:33,426 - Train: 49.76% [622550/1251000] [497.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001526] [CE 4.793 (4.653)] [KD 5.267 (5.368)] +2024-10-13 01:28:41,024 - Train: 49.77% [622600/1251000] [497.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001526] [CE 4.474 (4.613)] [KD 5.432 (5.300)] +2024-10-13 01:28:48,723 - Train: 49.77% [622650/1251000] [497.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001526] [CE 4.739 (4.617)] [KD 5.225 (5.255)] +2024-10-13 01:28:56,448 - Train: 49.78% [622700/1251000] [497.8/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.001525] [CE 4.836 (4.653)] [KD 5.341 (5.289)] +2024-10-13 01:29:04,114 - Train: 49.78% [622750/1251000] [497.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001525] [CE 4.762 (4.701)] [KD 5.569 (5.411)] +2024-10-13 01:29:11,642 - Train: 49.78% [622800/1251000] [497.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001525] [CE 4.446 (4.663)] [KD 5.218 (5.411)] +2024-10-13 01:29:19,347 - Train: 49.79% [622850/1251000] [497.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001525] [CE 4.552 (4.677)] [KD 5.299 (5.327)] +2024-10-13 01:29:26,893 - Train: 49.79% [622900/1251000] [497.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.001525] [CE 5.218 (4.694)] [KD 5.551 (5.344)] +2024-10-13 01:29:34,449 - Train: 49.80% [622950/1251000] [498.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001525] [CE 4.045 (4.702)] [KD 5.302 (5.399)] +2024-10-13 01:29:47,282 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 32454] [top5_cnt 43238] [top_all 50000] +2024-10-13 01:29:47,282 - net: 64.908 (86.476) +2024-10-13 01:29:53,129 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 35563] [top5_cnt 45091] [top_all 50000] +2024-10-13 01:29:53,129 - net_E: 71.126 (90.182) +2024-10-13 01:29:53,329 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.126 (epoch: 493)] +2024-10-13 01:29:53,330 - ==> Total time: 1 day, 3:42:44 Eta: 1 day, 3:56:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 01:29:55,974 - Train: 49.80% [623000/1251000] [498.0/1000.0] [batch_t 0.159 (0.389)] [data_t 0.004] [optim_t 0.155] [lr 0.001524] [CE 4.303 (4.546)] [KD 5.350 (5.393)] +2024-10-13 01:30:03,561 - Train: 49.80% [623050/1251000] [498.0/1000.0] [batch_t 0.293 (0.152)] [data_t 0.005] [optim_t 0.288] [lr 0.001524] [CE 4.296 (4.631)] [KD 4.987 (5.307)] +2024-10-13 01:30:11,325 - Train: 49.81% [623100/1251000] [498.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.001524] [CE 4.519 (4.662)] [KD 5.196 (5.305)] +2024-10-13 01:30:18,999 - Train: 49.81% [623150/1251000] [498.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001524] [CE 4.808 (4.659)] [KD 5.433 (5.270)] +2024-10-13 01:30:26,485 - Train: 49.82% [623200/1251000] [498.2/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.001524] [CE 4.983 (4.589)] [KD 5.327 (5.226)] +2024-10-13 01:30:34,102 - Train: 49.82% [623250/1251000] [498.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001523] [CE 5.066 (4.642)] [KD 5.407 (5.301)] +2024-10-13 01:30:41,753 - Train: 49.82% [623300/1251000] [498.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001523] [CE 4.735 (4.600)] [KD 5.315 (5.323)] +2024-10-13 01:30:49,230 - Train: 49.83% [623350/1251000] [498.3/1000.0] [batch_t 0.158 (0.149)] [data_t 0.003] [optim_t 0.155] [lr 0.001523] [CE 4.275 (4.656)] [KD 5.327 (5.347)] +2024-10-13 01:30:56,646 - Train: 49.83% [623400/1251000] [498.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001523] [CE 4.782 (4.602)] [KD 5.791 (5.347)] +2024-10-13 01:31:04,324 - Train: 49.84% [623450/1251000] [498.4/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.001523] [CE 4.973 (4.630)] [KD 5.220 (5.250)] +2024-10-13 01:31:11,899 - Train: 49.84% [623500/1251000] [498.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001522] [CE 4.822 (4.684)] [KD 5.356 (5.298)] +2024-10-13 01:31:19,618 - Train: 49.84% [623550/1251000] [498.4/1000.0] [batch_t 0.144 (0.154)] [data_t 0.005] [optim_t 0.139] [lr 0.001522] [CE 4.816 (4.664)] [KD 5.494 (5.243)] +2024-10-13 01:31:27,099 - Train: 49.85% [623600/1251000] [498.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001522] [CE 4.350 (4.599)] [KD 4.871 (5.321)] +2024-10-13 01:31:34,485 - Train: 49.85% [623650/1251000] [498.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.001522] [CE 4.304 (4.727)] [KD 4.970 (5.331)] +2024-10-13 01:31:41,885 - Train: 49.86% [623700/1251000] [498.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001522] [CE 4.855 (4.692)] [KD 5.528 (5.359)] +2024-10-13 01:31:49,384 - Train: 49.86% [623750/1251000] [498.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001522] [CE 4.551 (4.689)] [KD 5.356 (5.310)] +2024-10-13 01:31:56,886 - Train: 49.86% [623800/1251000] [498.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001521] [CE 4.552 (4.691)] [KD 5.240 (5.372)] +2024-10-13 01:32:04,579 - Train: 49.87% [623850/1251000] [498.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.001521] [CE 4.714 (4.632)] [KD 5.105 (5.334)] +2024-10-13 01:32:12,114 - Train: 49.87% [623900/1251000] [498.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001521] [CE 4.211 (4.684)] [KD 4.939 (5.263)] +2024-10-13 01:32:19,641 - Train: 49.88% [623950/1251000] [498.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001521] [CE 4.601 (4.653)] [KD 5.272 (5.215)] +2024-10-13 01:32:27,343 - Train: 49.88% [624000/1251000] [498.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001521] [CE 4.558 (4.691)] [KD 5.481 (5.315)] +2024-10-13 01:32:34,880 - Train: 49.88% [624050/1251000] [498.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001520] [CE 4.766 (4.653)] [KD 5.320 (5.327)] +2024-10-13 01:32:42,416 - Train: 49.89% [624100/1251000] [498.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001520] [CE 4.796 (4.659)] [KD 5.569 (5.314)] +2024-10-13 01:32:49,986 - Train: 49.89% [624150/1251000] [498.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001520] [CE 4.653 (4.679)] [KD 5.487 (5.333)] +2024-10-13 01:32:57,445 - Train: 49.90% [624200/1251000] [499.0/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.001520] [CE 4.722 (4.624)] [KD 5.345 (5.315)] +2024-10-13 01:33:10,325 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 31850] [top5_cnt 42818] [top_all 50000] +2024-10-13 01:33:10,326 - net: 63.700 (85.636) +2024-10-13 01:33:16,131 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 35559] [top5_cnt 45094] [top_all 50000] +2024-10-13 01:33:16,132 - net_E: 71.118 (90.188) +2024-10-13 01:33:16,322 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.126 (epoch: 493)] +2024-10-13 01:33:16,323 - ==> Total time: 1 day, 3:46:07 Eta: 1 day, 3:52:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 01:33:18,520 - Train: 49.90% [624250/1251000] [499.0/1000.0] [batch_t 0.425 (0.425)] [data_t 0.264] [optim_t 0.161] [lr 0.001520] [CE 4.927 (4.927)] [KD 5.651 (5.651)] +2024-10-13 01:33:26,336 - Train: 49.90% [624300/1251000] [499.0/1000.0] [batch_t 0.145 (0.156)] [data_t 0.003] [optim_t 0.142] [lr 0.001519] [CE 4.835 (4.697)] [KD 5.595 (5.258)] +2024-10-13 01:33:33,990 - Train: 49.91% [624350/1251000] [499.1/1000.0] [batch_t 0.282 (0.153)] [data_t 0.004] [optim_t 0.278] [lr 0.001519] [CE 4.542 (4.600)] [KD 5.295 (5.319)] +2024-10-13 01:33:41,423 - Train: 49.91% [624400/1251000] [499.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001519] [CE 5.176 (4.671)] [KD 5.530 (5.295)] +2024-10-13 01:33:49,107 - Train: 49.92% [624450/1251000] [499.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001519] [CE 5.171 (4.674)] [KD 5.799 (5.320)] +2024-10-13 01:33:56,780 - Train: 49.92% [624500/1251000] [499.2/1000.0] [batch_t 0.143 (0.153)] [data_t 0.003] [optim_t 0.140] [lr 0.001519] [CE 4.640 (4.641)] [KD 5.415 (5.379)] +2024-10-13 01:34:04,253 - Train: 49.92% [624550/1251000] [499.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.001519] [CE 4.924 (4.647)] [KD 5.547 (5.289)] +2024-10-13 01:34:11,739 - Train: 49.93% [624600/1251000] [499.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001518] [CE 4.465 (4.612)] [KD 5.181 (5.274)] +2024-10-13 01:34:19,126 - Train: 49.93% [624650/1251000] [499.3/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.001518] [CE 5.054 (4.631)] [KD 5.657 (5.328)] +2024-10-13 01:34:26,747 - Train: 49.94% [624700/1251000] [499.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001518] [CE 4.823 (4.711)] [KD 5.501 (5.372)] +2024-10-13 01:34:34,162 - Train: 49.94% [624750/1251000] [499.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.001518] [CE 4.739 (4.645)] [KD 5.259 (5.285)] +2024-10-13 01:34:41,620 - Train: 49.94% [624800/1251000] [499.4/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.001518] [CE 4.382 (4.611)] [KD 5.456 (5.251)] +2024-10-13 01:34:49,247 - Train: 49.95% [624850/1251000] [499.5/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.001517] [CE 4.768 (4.625)] [KD 5.218 (5.324)] +2024-10-13 01:34:56,849 - Train: 49.95% [624900/1251000] [499.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001517] [CE 4.917 (4.659)] [KD 5.237 (5.251)] +2024-10-13 01:35:04,394 - Train: 49.96% [624950/1251000] [499.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001517] [CE 4.956 (4.714)] [KD 5.564 (5.399)] +2024-10-13 01:35:11,823 - Train: 49.96% [625000/1251000] [499.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.001517] [CE 5.361 (4.701)] [KD 5.554 (5.392)] +2024-10-13 01:35:19,216 - Train: 49.96% [625050/1251000] [499.6/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.001517] [CE 4.659 (4.630)] [KD 4.930 (5.276)] +2024-10-13 01:35:26,803 - Train: 49.97% [625100/1251000] [499.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001516] [CE 4.751 (4.732)] [KD 5.301 (5.352)] +2024-10-13 01:35:34,678 - Train: 49.97% [625150/1251000] [499.7/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.001516] [CE 4.420 (4.635)] [KD 4.951 (5.294)] +2024-10-13 01:35:42,257 - Train: 49.98% [625200/1251000] [499.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001516] [CE 4.836 (4.679)] [KD 5.351 (5.327)] +2024-10-13 01:35:49,823 - Train: 49.98% [625250/1251000] [499.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001516] [CE 4.707 (4.649)] [KD 5.440 (5.275)] +2024-10-13 01:35:57,262 - Train: 49.98% [625300/1251000] [499.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001516] [CE 4.623 (4.633)] [KD 5.433 (5.219)] +2024-10-13 01:36:04,911 - Train: 49.99% [625350/1251000] [499.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001516] [CE 4.434 (4.580)] [KD 5.076 (5.252)] +2024-10-13 01:36:12,522 - Train: 49.99% [625400/1251000] [499.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001515] [CE 4.777 (4.715)] [KD 5.320 (5.360)] +2024-10-13 01:36:20,040 - Train: 50.00% [625450/1251000] [500.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.006] [optim_t 0.138] [lr 0.001515] [CE 4.708 (4.700)] [KD 5.144 (5.335)] +2024-10-13 01:36:27,455 - Train: 50.00% [625500/1251000] [500.0/1000.0] [batch_t 0.138 (0.148)] [data_t 0.004] [optim_t 0.133] [lr 0.001515] [CE 4.367 (4.658)] [KD 5.222 (5.330)] +2024-10-13 01:36:33,081 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.104)] [top1_cnt 31609] [top5_cnt 42560] [top_all 50000] +2024-10-13 01:36:33,081 - net: 63.218 (85.120) +2024-10-13 01:36:38,959 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35533] [top5_cnt 45100] [top_all 50000] +2024-10-13 01:36:38,959 - net_E: 71.066 (90.200) +2024-10-13 01:36:39,140 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.126 (epoch: 493)] +2024-10-13 01:36:39,141 - ==> Total time: 1 day, 3:49:30 Eta: 1 day, 3:49:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 01:36:48,892 - Train: 50.00% [625550/1251000] [500.0/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.145] [lr 0.001515] [CE 4.402 (4.676)] [KD 5.245 (5.307)] +2024-10-13 01:36:56,289 - Train: 50.01% [625600/1251000] [500.1/1000.0] [batch_t 0.158 (0.148)] [data_t 0.005] [optim_t 0.153] [lr 0.001515] [CE 4.682 (4.676)] [KD 5.337 (5.266)] +2024-10-13 01:37:03,997 - Train: 50.01% [625650/1251000] [500.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.001514] [CE 5.135 (4.684)] [KD 5.357 (5.266)] +2024-10-13 01:37:11,626 - Train: 50.02% [625700/1251000] [500.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001514] [CE 4.450 (4.690)] [KD 5.131 (5.378)] +2024-10-13 01:37:19,045 - Train: 50.02% [625750/1251000] [500.2/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001514] [CE 4.453 (4.627)] [KD 5.021 (5.244)] +2024-10-13 01:37:26,820 - Train: 50.02% [625800/1251000] [500.2/1000.0] [batch_t 0.144 (0.155)] [data_t 0.004] [optim_t 0.139] [lr 0.001514] [CE 4.868 (4.650)] [KD 5.470 (5.313)] +2024-10-13 01:37:34,510 - Train: 50.03% [625850/1251000] [500.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001514] [CE 4.345 (4.649)] [KD 5.294 (5.362)] +2024-10-13 01:37:41,953 - Train: 50.03% [625900/1251000] [500.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.001514] [CE 4.962 (4.639)] [KD 5.177 (5.335)] +2024-10-13 01:37:49,722 - Train: 50.04% [625950/1251000] [500.4/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.001513] [CE 4.661 (4.630)] [KD 5.161 (5.312)] +2024-10-13 01:37:57,184 - Train: 50.04% [626000/1251000] [500.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.001513] [CE 5.109 (4.615)] [KD 5.476 (5.319)] +2024-10-13 01:38:04,656 - Train: 50.04% [626050/1251000] [500.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.001513] [CE 3.942 (4.646)] [KD 5.216 (5.301)] +2024-10-13 01:38:12,313 - Train: 50.05% [626100/1251000] [500.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001513] [CE 4.324 (4.667)] [KD 5.487 (5.391)] +2024-10-13 01:38:19,903 - Train: 50.05% [626150/1251000] [500.5/1000.0] [batch_t 0.159 (0.152)] [data_t 0.004] [optim_t 0.155] [lr 0.001513] [CE 4.904 (4.668)] [KD 5.635 (5.358)] +2024-10-13 01:38:27,496 - Train: 50.06% [626200/1251000] [500.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001512] [CE 4.825 (4.627)] [KD 5.647 (5.376)] +2024-10-13 01:38:35,422 - Train: 50.06% [626250/1251000] [500.6/1000.0] [batch_t 0.147 (0.158)] [data_t 0.005] [optim_t 0.142] [lr 0.001512] [CE 5.121 (4.724)] [KD 5.228 (5.320)] +2024-10-13 01:38:42,928 - Train: 50.06% [626300/1251000] [500.6/1000.0] [batch_t 0.152 (0.150)] [data_t 0.006] [optim_t 0.147] [lr 0.001512] [CE 5.013 (4.693)] [KD 5.351 (5.256)] +2024-10-13 01:38:50,347 - Train: 50.07% [626350/1251000] [500.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001512] [CE 4.489 (4.627)] [KD 5.102 (5.331)] +2024-10-13 01:38:57,909 - Train: 50.07% [626400/1251000] [500.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001512] [CE 4.507 (4.658)] [KD 5.126 (5.257)] +2024-10-13 01:39:05,540 - Train: 50.08% [626450/1251000] [500.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.139] [lr 0.001511] [CE 4.476 (4.662)] [KD 5.257 (5.313)] +2024-10-13 01:39:13,213 - Train: 50.08% [626500/1251000] [500.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.006] [optim_t 0.139] [lr 0.001511] [CE 4.591 (4.650)] [KD 5.219 (5.285)] +2024-10-13 01:39:20,842 - Train: 50.08% [626550/1251000] [500.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001511] [CE 4.546 (4.691)] [KD 5.465 (5.322)] +2024-10-13 01:39:28,371 - Train: 50.09% [626600/1251000] [500.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001511] [CE 4.672 (4.712)] [KD 5.396 (5.397)] +2024-10-13 01:39:35,930 - Train: 50.09% [626650/1251000] [500.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001511] [CE 4.767 (4.550)] [KD 5.290 (5.321)] +2024-10-13 01:39:43,565 - Train: 50.10% [626700/1251000] [501.0/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001511] [CE 5.044 (4.662)] [KD 5.685 (5.310)] +2024-10-13 01:39:50,996 - Train: 50.10% [626750/1251000] [501.0/1000.0] [batch_t 0.143 (0.149)] [data_t 0.005] [optim_t 0.138] [lr 0.001510] [CE 4.049 (4.682)] [KD 4.786 (5.338)] +2024-10-13 01:39:56,841 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 32842] [top5_cnt 43463] [top_all 50000] +2024-10-13 01:39:56,842 - net: 65.684 (86.926) +2024-10-13 01:40:02,877 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 35571] [top5_cnt 45073] [top_all 50000] +2024-10-13 01:40:02,878 - net_E: 71.142 (90.146) +2024-10-13 01:40:03,040 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.142 (epoch: 501)] +2024-10-13 01:40:03,040 - ==> Total time: 1 day, 3:52:54 Eta: 1 day, 3:46:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 01:40:17,267 - Train: 50.10% [626800/1251000] [501.0/1000.0] [batch_t 0.148 (0.161)] [data_t 0.003] [optim_t 0.145] [lr 0.001510] [CE 4.187 (4.634)] [KD 4.857 (5.333)] +2024-10-13 01:40:24,648 - Train: 50.11% [626850/1251000] [501.1/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.001510] [CE 4.759 (4.681)] [KD 5.276 (5.346)] +2024-10-13 01:40:32,321 - Train: 50.11% [626900/1251000] [501.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.001510] [CE 4.530 (4.695)] [KD 5.022 (5.270)] +2024-10-13 01:40:39,896 - Train: 50.12% [626950/1251000] [501.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001510] [CE 4.484 (4.628)] [KD 5.217 (5.289)] +2024-10-13 01:40:47,379 - Train: 50.12% [627000/1251000] [501.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001509] [CE 4.830 (4.627)] [KD 5.350 (5.275)] +2024-10-13 01:40:54,994 - Train: 50.12% [627050/1251000] [501.2/1000.0] [batch_t 0.159 (0.152)] [data_t 0.003] [optim_t 0.156] [lr 0.001509] [CE 4.793 (4.631)] [KD 5.326 (5.378)] +2024-10-13 01:41:02,750 - Train: 50.13% [627100/1251000] [501.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.001509] [CE 5.113 (4.700)] [KD 5.456 (5.336)] +2024-10-13 01:41:10,248 - Train: 50.13% [627150/1251000] [501.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001509] [CE 4.768 (4.628)] [KD 5.145 (5.299)] +2024-10-13 01:41:17,986 - Train: 50.14% [627200/1251000] [501.4/1000.0] [batch_t 0.300 (0.155)] [data_t 0.004] [optim_t 0.296] [lr 0.001509] [CE 4.926 (4.695)] [KD 5.284 (5.331)] +2024-10-13 01:41:25,700 - Train: 50.14% [627250/1251000] [501.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.001508] [CE 4.244 (4.626)] [KD 5.035 (5.196)] +2024-10-13 01:41:33,079 - Train: 50.14% [627300/1251000] [501.4/1000.0] [batch_t 0.150 (0.147)] [data_t 0.006] [optim_t 0.144] [lr 0.001508] [CE 4.629 (4.620)] [KD 5.272 (5.210)] +2024-10-13 01:41:40,599 - Train: 50.15% [627350/1251000] [501.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.001508] [CE 4.322 (4.655)] [KD 5.017 (5.249)] +2024-10-13 01:41:48,019 - Train: 50.15% [627400/1251000] [501.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001508] [CE 4.508 (4.624)] [KD 4.948 (5.278)] +2024-10-13 01:41:55,423 - Train: 50.16% [627450/1251000] [501.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.001508] [CE 5.008 (4.700)] [KD 5.312 (5.324)] +2024-10-13 01:42:03,074 - Train: 50.16% [627500/1251000] [501.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.001508] [CE 4.691 (4.648)] [KD 5.608 (5.303)] +2024-10-13 01:42:10,652 - Train: 50.16% [627550/1251000] [501.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001507] [CE 4.903 (4.646)] [KD 5.536 (5.353)] +2024-10-13 01:42:18,283 - Train: 50.17% [627600/1251000] [501.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001507] [CE 4.759 (4.691)] [KD 5.412 (5.340)] +2024-10-13 01:42:26,033 - Train: 50.17% [627650/1251000] [501.7/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.001507] [CE 4.524 (4.638)] [KD 5.197 (5.342)] +2024-10-13 01:42:33,445 - Train: 50.18% [627700/1251000] [501.8/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.001507] [CE 5.222 (4.663)] [KD 5.652 (5.301)] +2024-10-13 01:42:40,879 - Train: 50.18% [627750/1251000] [501.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001507] [CE 4.772 (4.643)] [KD 5.275 (5.339)] +2024-10-13 01:42:48,266 - Train: 50.18% [627800/1251000] [501.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.007] [optim_t 0.142] [lr 0.001506] [CE 4.797 (4.626)] [KD 5.427 (5.266)] +2024-10-13 01:42:55,727 - Train: 50.19% [627850/1251000] [501.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.002] [optim_t 0.145] [lr 0.001506] [CE 4.518 (4.605)] [KD 5.179 (5.246)] +2024-10-13 01:43:03,193 - Train: 50.19% [627900/1251000] [501.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.001506] [CE 4.482 (4.671)] [KD 5.303 (5.304)] +2024-10-13 01:43:11,037 - Train: 50.20% [627950/1251000] [502.0/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.001506] [CE 4.476 (4.699)] [KD 5.213 (5.371)] +2024-10-13 01:43:18,486 - Train: 50.20% [628000/1251000] [502.0/1000.0] [batch_t 0.139 (0.149)] [data_t 0.004] [optim_t 0.134] [lr 0.001506] [CE 4.696 (4.660)] [KD 5.329 (5.297)] +2024-10-13 01:43:24,520 - Test (net): 100.00% [50/50] [batch_t 0.070 (0.106)] [top1_cnt 32402] [top5_cnt 43226] [top_all 50000] +2024-10-13 01:43:24,520 - net: 64.804 (86.452) +2024-10-13 01:43:30,306 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 35586] [top5_cnt 45082] [top_all 50000] +2024-10-13 01:43:30,306 - net_E: 71.172 (90.164) +2024-10-13 01:43:30,470 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.172 (epoch: 502)] +2024-10-13 01:43:30,470 - ==> Total time: 1 day, 3:56:21 Eta: 1 day, 3:43:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 01:43:40,761 - Train: 50.20% [628050/1251000] [502.0/1000.0] [batch_t 0.147 (0.166)] [data_t 0.005] [optim_t 0.142] [lr 0.001505] [CE 4.302 (4.632)] [KD 5.088 (5.318)] +2024-10-13 01:43:48,275 - Train: 50.21% [628100/1251000] [502.1/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.001505] [CE 4.629 (4.687)] [KD 5.142 (5.265)] +2024-10-13 01:43:55,660 - Train: 50.21% [628150/1251000] [502.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001505] [CE 3.992 (4.603)] [KD 5.196 (5.231)] +2024-10-13 01:44:03,081 - Train: 50.22% [628200/1251000] [502.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001505] [CE 4.904 (4.628)] [KD 5.431 (5.305)] +2024-10-13 01:44:10,669 - Train: 50.22% [628250/1251000] [502.2/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001505] [CE 4.514 (4.682)] [KD 5.394 (5.246)] +2024-10-13 01:44:18,056 - Train: 50.22% [628300/1251000] [502.2/1000.0] [batch_t 0.149 (0.148)] [data_t 0.007] [optim_t 0.142] [lr 0.001505] [CE 4.314 (4.652)] [KD 5.027 (5.285)] +2024-10-13 01:44:25,999 - Train: 50.23% [628350/1251000] [502.3/1000.0] [batch_t 0.145 (0.159)] [data_t 0.004] [optim_t 0.141] [lr 0.001504] [CE 4.576 (4.663)] [KD 5.450 (5.321)] +2024-10-13 01:44:33,571 - Train: 50.23% [628400/1251000] [502.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001504] [CE 4.493 (4.630)] [KD 5.178 (5.243)] +2024-10-13 01:44:41,163 - Train: 50.24% [628450/1251000] [502.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001504] [CE 4.653 (4.618)] [KD 4.955 (5.197)] +2024-10-13 01:44:48,625 - Train: 50.24% [628500/1251000] [502.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001504] [CE 4.372 (4.596)] [KD 5.193 (5.275)] +2024-10-13 01:44:56,227 - Train: 50.24% [628550/1251000] [502.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.001504] [CE 4.553 (4.609)] [KD 5.044 (5.196)] +2024-10-13 01:45:03,790 - Train: 50.25% [628600/1251000] [502.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001503] [CE 4.981 (4.681)] [KD 5.579 (5.329)] +2024-10-13 01:45:11,210 - Train: 50.25% [628650/1251000] [502.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001503] [CE 4.689 (4.626)] [KD 5.237 (5.382)] +2024-10-13 01:45:18,710 - Train: 50.26% [628700/1251000] [502.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001503] [CE 4.064 (4.688)] [KD 5.065 (5.312)] +2024-10-13 01:45:26,320 - Train: 50.26% [628750/1251000] [502.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001503] [CE 4.204 (4.663)] [KD 5.018 (5.375)] +2024-10-13 01:45:34,333 - Train: 50.26% [628800/1251000] [502.6/1000.0] [batch_t 0.148 (0.160)] [data_t 0.004] [optim_t 0.144] [lr 0.001503] [CE 4.410 (4.648)] [KD 5.166 (5.330)] +2024-10-13 01:45:41,789 - Train: 50.27% [628850/1251000] [502.7/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001503] [CE 4.575 (4.677)] [KD 5.476 (5.310)] +2024-10-13 01:45:49,566 - Train: 50.27% [628900/1251000] [502.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.001502] [CE 4.697 (4.704)] [KD 5.426 (5.350)] +2024-10-13 01:45:57,042 - Train: 50.28% [628950/1251000] [502.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.001502] [CE 4.729 (4.657)] [KD 5.516 (5.290)] +2024-10-13 01:46:04,520 - Train: 50.28% [629000/1251000] [502.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001502] [CE 4.908 (4.718)] [KD 5.417 (5.375)] +2024-10-13 01:46:12,017 - Train: 50.28% [629050/1251000] [502.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.001502] [CE 4.503 (4.631)] [KD 5.111 (5.282)] +2024-10-13 01:46:19,594 - Train: 50.29% [629100/1251000] [502.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001502] [CE 4.413 (4.674)] [KD 4.920 (5.246)] +2024-10-13 01:46:27,048 - Train: 50.29% [629150/1251000] [502.9/1000.0] [batch_t 0.157 (0.149)] [data_t 0.004] [optim_t 0.153] [lr 0.001501] [CE 4.540 (4.625)] [KD 5.778 (5.332)] +2024-10-13 01:46:35,047 - Train: 50.30% [629200/1251000] [503.0/1000.0] [batch_t 0.145 (0.160)] [data_t 0.006] [optim_t 0.139] [lr 0.001501] [CE 4.339 (4.616)] [KD 5.157 (5.355)] +2024-10-13 01:46:42,516 - Train: 50.30% [629250/1251000] [503.0/1000.0] [batch_t 0.141 (0.149)] [data_t 0.004] [optim_t 0.137] [lr 0.001501] [CE 5.037 (4.611)] [KD 5.155 (5.231)] +2024-10-13 01:46:48,538 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.103)] [top1_cnt 32878] [top5_cnt 43424] [top_all 50000] +2024-10-13 01:46:48,539 - net: 65.756 (86.848) +2024-10-13 01:46:54,333 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.103)] [top1_cnt 35583] [top5_cnt 45061] [top_all 50000] +2024-10-13 01:46:54,333 - net_E: 71.166 (90.122) +2024-10-13 01:46:54,503 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.172 (epoch: 502)] +2024-10-13 01:46:54,503 - ==> Total time: 1 day, 3:59:45 Eta: 1 day, 3:39:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 01:47:03,775 - Train: 50.30% [629300/1251000] [503.0/1000.0] [batch_t 0.151 (0.163)] [data_t 0.003] [optim_t 0.147] [lr 0.001501] [CE 5.118 (4.684)] [KD 5.286 (5.278)] +2024-10-13 01:47:11,269 - Train: 50.31% [629350/1251000] [503.1/1000.0] [batch_t 0.152 (0.150)] [data_t 0.006] [optim_t 0.146] [lr 0.001501] [CE 4.656 (4.628)] [KD 5.347 (5.208)] +2024-10-13 01:47:18,696 - Train: 50.31% [629400/1251000] [503.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.001500] [CE 4.556 (4.637)] [KD 5.118 (5.197)] +2024-10-13 01:47:26,374 - Train: 50.32% [629450/1251000] [503.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001500] [CE 4.318 (4.597)] [KD 4.896 (5.201)] +2024-10-13 01:47:33,853 - Train: 50.32% [629500/1251000] [503.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001500] [CE 4.664 (4.651)] [KD 5.161 (5.291)] +2024-10-13 01:47:41,306 - Train: 50.32% [629550/1251000] [503.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.001500] [CE 4.203 (4.629)] [KD 4.741 (5.364)] +2024-10-13 01:47:49,122 - Train: 50.33% [629600/1251000] [503.3/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.001500] [CE 4.642 (4.618)] [KD 5.113 (5.303)] +2024-10-13 01:47:56,802 - Train: 50.33% [629650/1251000] [503.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001500] [CE 4.494 (4.690)] [KD 4.900 (5.227)] +2024-10-13 01:48:04,385 - Train: 50.34% [629700/1251000] [503.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001499] [CE 4.654 (4.762)] [KD 5.373 (5.345)] +2024-10-13 01:48:11,983 - Train: 50.34% [629750/1251000] [503.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001499] [CE 5.168 (4.653)] [KD 5.630 (5.340)] +2024-10-13 01:48:19,416 - Train: 50.34% [629800/1251000] [503.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.001499] [CE 4.421 (4.647)] [KD 4.923 (5.283)] +2024-10-13 01:48:27,114 - Train: 50.35% [629850/1251000] [503.5/1000.0] [batch_t 0.144 (0.154)] [data_t 0.003] [optim_t 0.141] [lr 0.001499] [CE 4.467 (4.706)] [KD 5.679 (5.362)] +2024-10-13 01:48:34,569 - Train: 50.35% [629900/1251000] [503.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001499] [CE 4.662 (4.656)] [KD 5.300 (5.336)] +2024-10-13 01:48:41,991 - Train: 50.36% [629950/1251000] [503.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001498] [CE 4.799 (4.680)] [KD 5.171 (5.298)] +2024-10-13 01:48:49,752 - Train: 50.36% [630000/1251000] [503.6/1000.0] [batch_t 0.162 (0.155)] [data_t 0.003] [optim_t 0.159] [lr 0.001498] [CE 4.772 (4.727)] [KD 5.412 (5.355)] +2024-10-13 01:48:57,791 - Train: 50.36% [630050/1251000] [503.6/1000.0] [batch_t 0.147 (0.161)] [data_t 0.004] [optim_t 0.144] [lr 0.001498] [CE 4.408 (4.594)] [KD 5.053 (5.305)] +2024-10-13 01:49:05,316 - Train: 50.37% [630100/1251000] [503.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.001498] [CE 4.590 (4.708)] [KD 5.375 (5.466)] +2024-10-13 01:49:12,964 - Train: 50.37% [630150/1251000] [503.7/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.001498] [CE 4.756 (4.716)] [KD 5.723 (5.389)] +2024-10-13 01:49:20,450 - Train: 50.38% [630200/1251000] [503.8/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.001497] [CE 4.739 (4.682)] [KD 5.418 (5.429)] +2024-10-13 01:49:28,079 - Train: 50.38% [630250/1251000] [503.8/1000.0] [batch_t 0.267 (0.152)] [data_t 0.004] [optim_t 0.263] [lr 0.001497] [CE 4.601 (4.685)] [KD 5.535 (5.354)] +2024-10-13 01:49:35,700 - Train: 50.38% [630300/1251000] [503.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001497] [CE 4.413 (4.705)] [KD 5.064 (5.354)] +2024-10-13 01:49:43,159 - Train: 50.39% [630350/1251000] [503.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.001497] [CE 4.937 (4.691)] [KD 5.407 (5.304)] +2024-10-13 01:49:50,656 - Train: 50.39% [630400/1251000] [503.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001497] [CE 5.233 (4.681)] [KD 5.767 (5.358)] +2024-10-13 01:49:58,812 - Train: 50.40% [630450/1251000] [504.0/1000.0] [batch_t 0.146 (0.163)] [data_t 0.005] [optim_t 0.141] [lr 0.001497] [CE 4.579 (4.652)] [KD 5.166 (5.314)] +2024-10-13 01:50:06,370 - Train: 50.40% [630500/1251000] [504.0/1000.0] [batch_t 0.138 (0.151)] [data_t 0.003] [optim_t 0.135] [lr 0.001496] [CE 4.893 (4.641)] [KD 5.157 (5.230)] +2024-10-13 01:50:12,648 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 32615] [top5_cnt 43332] [top_all 50000] +2024-10-13 01:50:12,648 - net: 65.230 (86.664) +2024-10-13 01:50:18,499 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35556] [top5_cnt 45067] [top_all 50000] +2024-10-13 01:50:18,499 - net_E: 71.112 (90.134) +2024-10-13 01:50:18,638 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.172 (epoch: 502)] +2024-10-13 01:50:18,638 - ==> Total time: 1 day, 4:03:09 Eta: 1 day, 3:36:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 01:50:27,665 - Train: 50.40% [630550/1251000] [504.0/1000.0] [batch_t 0.148 (0.164)] [data_t 0.004] [optim_t 0.144] [lr 0.001496] [CE 4.880 (4.620)] [KD 5.292 (5.181)] +2024-10-13 01:50:35,151 - Train: 50.41% [630600/1251000] [504.1/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.001496] [CE 4.974 (4.722)] [KD 5.539 (5.279)] +2024-10-13 01:50:42,550 - Train: 50.41% [630650/1251000] [504.1/1000.0] [batch_t 0.150 (0.148)] [data_t 0.007] [optim_t 0.143] [lr 0.001496] [CE 4.872 (4.624)] [KD 5.020 (5.263)] +2024-10-13 01:50:50,216 - Train: 50.42% [630700/1251000] [504.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001496] [CE 4.580 (4.654)] [KD 5.118 (5.265)] +2024-10-13 01:50:57,618 - Train: 50.42% [630750/1251000] [504.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001495] [CE 4.610 (4.585)] [KD 5.221 (5.265)] +2024-10-13 01:51:05,220 - Train: 50.42% [630800/1251000] [504.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001495] [CE 4.840 (4.652)] [KD 5.074 (5.241)] +2024-10-13 01:51:12,993 - Train: 50.43% [630850/1251000] [504.3/1000.0] [batch_t 0.317 (0.155)] [data_t 0.003] [optim_t 0.314] [lr 0.001495] [CE 4.348 (4.636)] [KD 5.307 (5.223)] +2024-10-13 01:51:20,704 - Train: 50.43% [630900/1251000] [504.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001495] [CE 4.814 (4.685)] [KD 5.496 (5.308)] +2024-10-13 01:51:28,134 - Train: 50.44% [630950/1251000] [504.4/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.001495] [CE 4.295 (4.583)] [KD 4.910 (5.212)] +2024-10-13 01:51:35,877 - Train: 50.44% [631000/1251000] [504.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001494] [CE 4.980 (4.647)] [KD 5.203 (5.247)] +2024-10-13 01:51:43,300 - Train: 50.44% [631050/1251000] [504.4/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.001494] [CE 4.793 (4.612)] [KD 5.352 (5.269)] +2024-10-13 01:51:50,714 - Train: 50.45% [631100/1251000] [504.5/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.001494] [CE 4.759 (4.674)] [KD 5.136 (5.316)] +2024-10-13 01:51:58,242 - Train: 50.45% [631150/1251000] [504.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001494] [CE 4.425 (4.760)] [KD 5.379 (5.354)] +2024-10-13 01:52:05,977 - Train: 50.46% [631200/1251000] [504.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.001494] [CE 4.472 (4.666)] [KD 4.992 (5.262)] +2024-10-13 01:52:13,499 - Train: 50.46% [631250/1251000] [504.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001494] [CE 4.922 (4.649)] [KD 5.405 (5.328)] +2024-10-13 01:52:21,029 - Train: 50.46% [631300/1251000] [504.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001493] [CE 4.980 (4.647)] [KD 5.519 (5.346)] +2024-10-13 01:52:28,563 - Train: 50.47% [631350/1251000] [504.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001493] [CE 5.136 (4.626)] [KD 5.632 (5.284)] +2024-10-13 01:52:36,199 - Train: 50.47% [631400/1251000] [504.7/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.001493] [CE 4.881 (4.716)] [KD 5.241 (5.262)] +2024-10-13 01:52:43,761 - Train: 50.48% [631450/1251000] [504.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001493] [CE 4.722 (4.681)] [KD 5.124 (5.271)] +2024-10-13 01:52:51,200 - Train: 50.48% [631500/1251000] [504.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.001493] [CE 4.819 (4.657)] [KD 5.341 (5.282)] +2024-10-13 01:52:58,874 - Train: 50.48% [631550/1251000] [504.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.001492] [CE 4.836 (4.699)] [KD 5.161 (5.241)] +2024-10-13 01:53:06,516 - Train: 50.49% [631600/1251000] [504.9/1000.0] [batch_t 0.157 (0.153)] [data_t 0.006] [optim_t 0.151] [lr 0.001492] [CE 4.640 (4.635)] [KD 5.242 (5.233)] +2024-10-13 01:53:14,101 - Train: 50.49% [631650/1251000] [504.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.007] [optim_t 0.141] [lr 0.001492] [CE 4.665 (4.620)] [KD 5.493 (5.300)] +2024-10-13 01:53:21,553 - Train: 50.50% [631700/1251000] [505.0/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001492] [CE 4.325 (4.717)] [KD 5.040 (5.333)] +2024-10-13 01:53:29,192 - Train: 50.50% [631750/1251000] [505.0/1000.0] [batch_t 0.141 (0.153)] [data_t 0.005] [optim_t 0.136] [lr 0.001492] [CE 4.853 (4.619)] [KD 5.559 (5.294)] +2024-10-13 01:53:35,587 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 32671] [top5_cnt 43352] [top_all 50000] +2024-10-13 01:53:35,588 - net: 65.342 (86.704) +2024-10-13 01:53:41,341 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 35609] [top5_cnt 45088] [top_all 50000] +2024-10-13 01:53:41,341 - net_E: 71.218 (90.176) +2024-10-13 01:53:41,498 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.218 (epoch: 505)] +2024-10-13 01:53:41,499 - ==> Total time: 1 day, 4:06:32 Eta: 1 day, 3:33:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 01:53:51,274 - Train: 50.50% [631800/1251000] [505.0/1000.0] [batch_t 0.148 (0.163)] [data_t 0.005] [optim_t 0.143] [lr 0.001492] [CE 4.536 (4.676)] [KD 5.035 (5.215)] +2024-10-13 01:53:58,809 - Train: 50.51% [631850/1251000] [505.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001491] [CE 4.325 (4.679)] [KD 5.114 (5.322)] +2024-10-13 01:54:06,442 - Train: 50.51% [631900/1251000] [505.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001491] [CE 4.891 (4.643)] [KD 5.365 (5.198)] +2024-10-13 01:54:13,992 - Train: 50.52% [631950/1251000] [505.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001491] [CE 4.128 (4.585)] [KD 4.746 (5.195)] +2024-10-13 01:54:21,571 - Train: 50.52% [632000/1251000] [505.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.001491] [CE 4.703 (4.606)] [KD 5.398 (5.237)] +2024-10-13 01:54:29,042 - Train: 50.52% [632050/1251000] [505.2/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.150] [lr 0.001491] [CE 4.589 (4.654)] [KD 5.061 (5.273)] +2024-10-13 01:54:36,613 - Train: 50.53% [632100/1251000] [505.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001490] [CE 4.716 (4.645)] [KD 5.208 (5.301)] +2024-10-13 01:54:44,346 - Train: 50.53% [632150/1251000] [505.3/1000.0] [batch_t 0.146 (0.155)] [data_t 0.006] [optim_t 0.140] [lr 0.001490] [CE 4.427 (4.588)] [KD 5.403 (5.304)] +2024-10-13 01:54:51,952 - Train: 50.54% [632200/1251000] [505.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.001490] [CE 5.022 (4.608)] [KD 5.533 (5.284)] +2024-10-13 01:54:59,717 - Train: 50.54% [632250/1251000] [505.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.001490] [CE 4.504 (4.607)] [KD 5.330 (5.285)] +2024-10-13 01:55:07,191 - Train: 50.54% [632300/1251000] [505.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001490] [CE 4.121 (4.594)] [KD 5.187 (5.298)] +2024-10-13 01:55:14,630 - Train: 50.55% [632350/1251000] [505.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001489] [CE 4.622 (4.697)] [KD 5.301 (5.343)] +2024-10-13 01:55:22,075 - Train: 50.55% [632400/1251000] [505.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001489] [CE 4.182 (4.666)] [KD 4.904 (5.235)] +2024-10-13 01:55:29,748 - Train: 50.56% [632450/1251000] [505.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.006] [optim_t 0.146] [lr 0.001489] [CE 4.591 (4.663)] [KD 5.188 (5.227)] +2024-10-13 01:55:37,300 - Train: 50.56% [632500/1251000] [505.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.001489] [CE 5.205 (4.713)] [KD 5.313 (5.337)] +2024-10-13 01:55:44,853 - Train: 50.56% [632550/1251000] [505.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001489] [CE 5.100 (4.703)] [KD 5.306 (5.383)] +2024-10-13 01:55:52,576 - Train: 50.57% [632600/1251000] [505.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.001489] [CE 4.813 (4.686)] [KD 5.483 (5.374)] +2024-10-13 01:56:00,115 - Train: 50.57% [632650/1251000] [505.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001488] [CE 4.590 (4.710)] [KD 5.365 (5.272)] +2024-10-13 01:56:07,751 - Train: 50.58% [632700/1251000] [505.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.001488] [CE 4.768 (4.653)] [KD 5.489 (5.347)] +2024-10-13 01:56:15,168 - Train: 50.58% [632750/1251000] [505.8/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.001488] [CE 4.360 (4.631)] [KD 5.116 (5.356)] +2024-10-13 01:56:22,682 - Train: 50.58% [632800/1251000] [505.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001488] [CE 4.508 (4.701)] [KD 5.283 (5.341)] +2024-10-13 01:56:30,222 - Train: 50.59% [632850/1251000] [505.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001488] [CE 4.385 (4.610)] [KD 5.239 (5.293)] +2024-10-13 01:56:37,796 - Train: 50.59% [632900/1251000] [505.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001487] [CE 4.639 (4.640)] [KD 5.134 (5.298)] +2024-10-13 01:56:45,412 - Train: 50.60% [632950/1251000] [506.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001487] [CE 4.875 (4.713)] [KD 5.384 (5.293)] +2024-10-13 01:56:53,007 - Train: 50.60% [633000/1251000] [506.0/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001487] [CE 4.701 (4.645)] [KD 5.232 (5.258)] +2024-10-13 01:56:59,477 - Test (net): 100.00% [50/50] [batch_t 0.029 (0.103)] [top1_cnt 32080] [top5_cnt 42830] [top_all 50000] +2024-10-13 01:56:59,478 - net: 64.160 (85.660) +2024-10-13 01:57:05,234 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 35637] [top5_cnt 45092] [top_all 50000] +2024-10-13 01:57:05,235 - net_E: 71.274 (90.184) +2024-10-13 01:57:05,393 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.274 (epoch: 506)] +2024-10-13 01:57:05,393 - ==> Total time: 1 day, 4:09:56 Eta: 1 day, 3:29:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 01:57:15,084 - Train: 50.60% [633050/1251000] [506.0/1000.0] [batch_t 0.152 (0.160)] [data_t 0.003] [optim_t 0.148] [lr 0.001487] [CE 4.271 (4.698)] [KD 5.070 (5.218)] +2024-10-13 01:57:22,687 - Train: 50.61% [633100/1251000] [506.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001487] [CE 4.894 (4.549)] [KD 5.198 (5.230)] +2024-10-13 01:57:30,113 - Train: 50.61% [633150/1251000] [506.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.001486] [CE 4.870 (4.637)] [KD 5.453 (5.277)] +2024-10-13 01:57:37,501 - Train: 50.62% [633200/1251000] [506.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.139] [lr 0.001486] [CE 4.408 (4.665)] [KD 4.947 (5.256)] +2024-10-13 01:57:45,016 - Train: 50.62% [633250/1251000] [506.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.007] [optim_t 0.144] [lr 0.001486] [CE 4.528 (4.628)] [KD 5.382 (5.215)] +2024-10-13 01:57:52,784 - Train: 50.62% [633300/1251000] [506.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001486] [CE 4.458 (4.656)] [KD 5.172 (5.226)] +2024-10-13 01:58:00,323 - Train: 50.63% [633350/1251000] [506.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.001486] [CE 5.079 (4.644)] [KD 5.167 (5.254)] +2024-10-13 01:58:07,868 - Train: 50.63% [633400/1251000] [506.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001486] [CE 4.639 (4.611)] [KD 5.025 (5.295)] +2024-10-13 01:58:15,538 - Train: 50.64% [633450/1251000] [506.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.001485] [CE 5.095 (4.671)] [KD 5.616 (5.342)] +2024-10-13 01:58:22,969 - Train: 50.64% [633500/1251000] [506.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001485] [CE 4.144 (4.658)] [KD 5.079 (5.285)] +2024-10-13 01:58:30,425 - Train: 50.64% [633550/1251000] [506.4/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.001485] [CE 4.592 (4.558)] [KD 5.265 (5.225)] +2024-10-13 01:58:37,958 - Train: 50.65% [633600/1251000] [506.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001485] [CE 4.113 (4.674)] [KD 4.934 (5.270)] +2024-10-13 01:58:45,508 - Train: 50.65% [633650/1251000] [506.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001485] [CE 4.253 (4.596)] [KD 4.747 (5.201)] +2024-10-13 01:58:53,254 - Train: 50.66% [633700/1251000] [506.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001484] [CE 4.639 (4.645)] [KD 5.119 (5.267)] +2024-10-13 01:59:00,827 - Train: 50.66% [633750/1251000] [506.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.001484] [CE 4.937 (4.699)] [KD 5.459 (5.249)] +2024-10-13 01:59:08,428 - Train: 50.66% [633800/1251000] [506.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001484] [CE 4.588 (4.688)] [KD 5.336 (5.283)] +2024-10-13 01:59:16,122 - Train: 50.67% [633850/1251000] [506.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001484] [CE 4.649 (4.644)] [KD 5.258 (5.268)] +2024-10-13 01:59:23,724 - Train: 50.67% [633900/1251000] [506.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001484] [CE 4.978 (4.669)] [KD 5.335 (5.320)] +2024-10-13 01:59:31,171 - Train: 50.68% [633950/1251000] [506.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.001483] [CE 4.537 (4.587)] [KD 4.947 (5.216)] +2024-10-13 01:59:38,756 - Train: 50.68% [634000/1251000] [506.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001483] [CE 4.419 (4.641)] [KD 4.970 (5.285)] +2024-10-13 01:59:46,381 - Train: 50.68% [634050/1251000] [506.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001483] [CE 4.364 (4.620)] [KD 4.736 (5.272)] +2024-10-13 01:59:54,044 - Train: 50.69% [634100/1251000] [506.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001483] [CE 4.640 (4.714)] [KD 5.252 (5.345)] +2024-10-13 02:00:01,734 - Train: 50.69% [634150/1251000] [506.9/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.001483] [CE 4.237 (4.628)] [KD 4.962 (5.229)] +2024-10-13 02:00:09,186 - Train: 50.70% [634200/1251000] [507.0/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001483] [CE 5.204 (4.639)] [KD 5.531 (5.321)] +2024-10-13 02:00:16,577 - Train: 50.70% [634250/1251000] [507.0/1000.0] [batch_t 0.141 (0.148)] [data_t 0.005] [optim_t 0.136] [lr 0.001482] [CE 4.916 (4.694)] [KD 5.315 (5.310)] +2024-10-13 02:00:23,193 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 32617] [top5_cnt 43333] [top_all 50000] +2024-10-13 02:00:23,194 - net: 65.234 (86.666) +2024-10-13 02:00:29,002 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35650] [top5_cnt 45065] [top_all 50000] +2024-10-13 02:00:29,003 - net_E: 71.300 (90.130) +2024-10-13 02:00:29,154 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.300 (epoch: 507)] +2024-10-13 02:00:29,155 - ==> Total time: 1 day, 4:13:20 Eta: 1 day, 3:26:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 02:00:38,925 - Train: 50.70% [634300/1251000] [507.0/1000.0] [batch_t 0.151 (0.165)] [data_t 0.007] [optim_t 0.143] [lr 0.001482] [CE 4.329 (4.622)] [KD 5.365 (5.244)] +2024-10-13 02:00:46,365 - Train: 50.71% [634350/1251000] [507.1/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.001482] [CE 4.703 (4.618)] [KD 5.265 (5.236)] +2024-10-13 02:00:53,921 - Train: 50.71% [634400/1251000] [507.1/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.001482] [CE 4.844 (4.567)] [KD 5.253 (5.206)] +2024-10-13 02:01:01,701 - Train: 50.72% [634450/1251000] [507.2/1000.0] [batch_t 0.145 (0.156)] [data_t 0.005] [optim_t 0.140] [lr 0.001482] [CE 4.550 (4.678)] [KD 5.113 (5.220)] +2024-10-13 02:01:09,418 - Train: 50.72% [634500/1251000] [507.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001481] [CE 5.004 (4.654)] [KD 5.168 (5.337)] +2024-10-13 02:01:16,959 - Train: 50.72% [634550/1251000] [507.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001481] [CE 4.844 (4.662)] [KD 5.429 (5.337)] +2024-10-13 02:01:24,382 - Train: 50.73% [634600/1251000] [507.3/1000.0] [batch_t 0.155 (0.148)] [data_t 0.005] [optim_t 0.150] [lr 0.001481] [CE 4.757 (4.667)] [KD 5.220 (5.277)] +2024-10-13 02:01:31,799 - Train: 50.73% [634650/1251000] [507.3/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.001481] [CE 4.438 (4.646)] [KD 5.196 (5.260)] +2024-10-13 02:01:39,418 - Train: 50.74% [634700/1251000] [507.4/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.140] [lr 0.001481] [CE 4.666 (4.602)] [KD 4.871 (5.241)] +2024-10-13 02:01:46,903 - Train: 50.74% [634750/1251000] [507.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001481] [CE 4.520 (4.676)] [KD 5.338 (5.271)] +2024-10-13 02:01:54,589 - Train: 50.74% [634800/1251000] [507.4/1000.0] [batch_t 0.267 (0.154)] [data_t 0.005] [optim_t 0.262] [lr 0.001480] [CE 4.296 (4.685)] [KD 5.033 (5.275)] +2024-10-13 02:02:02,215 - Train: 50.75% [634850/1251000] [507.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001480] [CE 5.078 (4.588)] [KD 5.755 (5.229)] +2024-10-13 02:02:09,805 - Train: 50.75% [634900/1251000] [507.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001480] [CE 4.770 (4.654)] [KD 5.101 (5.266)] +2024-10-13 02:02:17,279 - Train: 50.76% [634950/1251000] [507.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.001480] [CE 4.451 (4.698)] [KD 5.200 (5.275)] +2024-10-13 02:02:24,933 - Train: 50.76% [635000/1251000] [507.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.001480] [CE 4.917 (4.589)] [KD 5.415 (5.188)] +2024-10-13 02:02:32,535 - Train: 50.76% [635050/1251000] [507.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001479] [CE 4.738 (4.616)] [KD 5.475 (5.216)] +2024-10-13 02:02:40,091 - Train: 50.77% [635100/1251000] [507.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001479] [CE 4.724 (4.658)] [KD 5.039 (5.285)] +2024-10-13 02:02:47,621 - Train: 50.77% [635150/1251000] [507.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001479] [CE 4.931 (4.638)] [KD 5.428 (5.293)] +2024-10-13 02:02:55,053 - Train: 50.78% [635200/1251000] [507.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.001479] [CE 4.634 (4.690)] [KD 5.317 (5.254)] +2024-10-13 02:03:02,651 - Train: 50.78% [635250/1251000] [507.8/1000.0] [batch_t 0.161 (0.152)] [data_t 0.006] [optim_t 0.155] [lr 0.001479] [CE 4.171 (4.633)] [KD 5.117 (5.261)] +2024-10-13 02:03:10,509 - Train: 50.78% [635300/1251000] [507.8/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.001478] [CE 4.619 (4.664)] [KD 5.327 (5.256)] +2024-10-13 02:03:18,067 - Train: 50.79% [635350/1251000] [507.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001478] [CE 4.806 (4.599)] [KD 5.408 (5.298)] +2024-10-13 02:03:25,745 - Train: 50.79% [635400/1251000] [507.9/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.001478] [CE 4.594 (4.649)] [KD 5.487 (5.249)] +2024-10-13 02:03:33,196 - Train: 50.80% [635450/1251000] [508.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001478] [CE 4.611 (4.629)] [KD 5.553 (5.246)] +2024-10-13 02:03:40,635 - Train: 50.80% [635500/1251000] [508.0/1000.0] [batch_t 0.139 (0.149)] [data_t 0.005] [optim_t 0.135] [lr 0.001478] [CE 4.591 (4.682)] [KD 5.454 (5.342)] +2024-10-13 02:03:47,546 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 32252] [top5_cnt 43136] [top_all 50000] +2024-10-13 02:03:47,547 - net: 64.504 (86.272) +2024-10-13 02:03:53,337 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 35623] [top5_cnt 45110] [top_all 50000] +2024-10-13 02:03:53,338 - net_E: 71.246 (90.220) +2024-10-13 02:03:54,093 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.300 (epoch: 507)] +2024-10-13 02:03:54,093 - ==> Total time: 1 day, 4:16:45 Eta: 1 day, 3:23:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 02:04:02,461 - Train: 50.80% [635550/1251000] [508.0/1000.0] [batch_t 0.155 (0.163)] [data_t 0.004] [optim_t 0.151] [lr 0.001478] [CE 4.378 (4.549)] [KD 5.187 (5.201)] +2024-10-13 02:04:10,411 - Train: 50.81% [635600/1251000] [508.1/1000.0] [batch_t 0.154 (0.159)] [data_t 0.006] [optim_t 0.149] [lr 0.001477] [CE 3.898 (4.620)] [KD 4.863 (5.198)] +2024-10-13 02:04:17,841 - Train: 50.81% [635650/1251000] [508.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.001477] [CE 4.666 (4.619)] [KD 5.074 (5.201)] +2024-10-13 02:04:25,492 - Train: 50.82% [635700/1251000] [508.2/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.001477] [CE 4.930 (4.667)] [KD 5.255 (5.252)] +2024-10-13 02:04:32,858 - Train: 50.82% [635750/1251000] [508.2/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.139] [lr 0.001477] [CE 4.152 (4.624)] [KD 5.082 (5.236)] +2024-10-13 02:04:40,421 - Train: 50.82% [635800/1251000] [508.2/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.001477] [CE 4.722 (4.642)] [KD 5.038 (5.183)] +2024-10-13 02:04:47,873 - Train: 50.83% [635850/1251000] [508.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001476] [CE 3.728 (4.645)] [KD 4.992 (5.238)] +2024-10-13 02:04:55,273 - Train: 50.83% [635900/1251000] [508.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001476] [CE 4.637 (4.734)] [KD 4.939 (5.268)] +2024-10-13 02:05:02,793 - Train: 50.84% [635950/1251000] [508.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001476] [CE 4.519 (4.710)] [KD 5.302 (5.327)] +2024-10-13 02:05:10,444 - Train: 50.84% [636000/1251000] [508.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001476] [CE 4.550 (4.641)] [KD 5.389 (5.292)] +2024-10-13 02:05:18,204 - Train: 50.84% [636050/1251000] [508.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.008] [optim_t 0.141] [lr 0.001476] [CE 4.675 (4.699)] [KD 5.251 (5.330)] +2024-10-13 02:05:25,709 - Train: 50.85% [636100/1251000] [508.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001475] [CE 5.002 (4.642)] [KD 5.378 (5.289)] +2024-10-13 02:05:33,078 - Train: 50.85% [636150/1251000] [508.5/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.001475] [CE 4.683 (4.668)] [KD 5.741 (5.306)] +2024-10-13 02:05:40,468 - Train: 50.86% [636200/1251000] [508.6/1000.0] [batch_t 0.155 (0.148)] [data_t 0.005] [optim_t 0.150] [lr 0.001475] [CE 4.559 (4.678)] [KD 5.247 (5.293)] +2024-10-13 02:05:48,102 - Train: 50.86% [636250/1251000] [508.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001475] [CE 4.662 (4.674)] [KD 5.300 (5.326)] +2024-10-13 02:05:55,526 - Train: 50.86% [636300/1251000] [508.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.001475] [CE 4.772 (4.671)] [KD 5.248 (5.283)] +2024-10-13 02:06:03,116 - Train: 50.87% [636350/1251000] [508.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.006] [optim_t 0.148] [lr 0.001475] [CE 4.710 (4.678)] [KD 5.751 (5.321)] +2024-10-13 02:06:10,596 - Train: 50.87% [636400/1251000] [508.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001474] [CE 4.589 (4.653)] [KD 5.325 (5.294)] +2024-10-13 02:06:18,491 - Train: 50.88% [636450/1251000] [508.8/1000.0] [batch_t 0.153 (0.158)] [data_t 0.006] [optim_t 0.147] [lr 0.001474] [CE 4.165 (4.627)] [KD 4.869 (5.262)] +2024-10-13 02:06:25,902 - Train: 50.88% [636500/1251000] [508.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001474] [CE 5.018 (4.736)] [KD 5.235 (5.254)] +2024-10-13 02:06:33,538 - Train: 50.88% [636550/1251000] [508.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001474] [CE 4.528 (4.638)] [KD 5.091 (5.272)] +2024-10-13 02:06:40,920 - Train: 50.89% [636600/1251000] [508.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001474] [CE 4.537 (4.619)] [KD 5.280 (5.334)] +2024-10-13 02:06:48,572 - Train: 50.89% [636650/1251000] [508.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.001473] [CE 4.402 (4.686)] [KD 5.289 (5.337)] +2024-10-13 02:06:55,973 - Train: 50.90% [636700/1251000] [509.0/1000.0] [batch_t 0.144 (0.148)] [data_t 0.006] [optim_t 0.138] [lr 0.001473] [CE 4.705 (4.678)] [KD 5.250 (5.355)] +2024-10-13 02:07:03,416 - Train: 50.90% [636750/1251000] [509.0/1000.0] [batch_t 0.140 (0.149)] [data_t 0.004] [optim_t 0.136] [lr 0.001473] [CE 4.376 (4.581)] [KD 4.988 (5.216)] +2024-10-13 02:07:10,319 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.103)] [top1_cnt 33128] [top5_cnt 43545] [top_all 50000] +2024-10-13 02:07:10,320 - net: 66.256 (87.090) +2024-10-13 02:07:16,014 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.101)] [top1_cnt 35643] [top5_cnt 45098] [top_all 50000] +2024-10-13 02:07:16,014 - net_E: 71.286 (90.196) +2024-10-13 02:07:16,183 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.300 (epoch: 507)] +2024-10-13 02:07:16,183 - ==> Total time: 1 day, 4:20:07 Eta: 1 day, 3:19:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 02:07:24,590 - Train: 50.90% [636800/1251000] [509.0/1000.0] [batch_t 0.151 (0.161)] [data_t 0.005] [optim_t 0.146] [lr 0.001473] [CE 4.555 (4.641)] [KD 5.205 (5.210)] +2024-10-13 02:07:32,501 - Train: 50.91% [636850/1251000] [509.1/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.001473] [CE 4.744 (4.657)] [KD 5.398 (5.202)] +2024-10-13 02:07:39,878 - Train: 50.91% [636900/1251000] [509.1/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.001472] [CE 4.519 (4.754)] [KD 5.366 (5.375)] +2024-10-13 02:07:47,513 - Train: 50.92% [636950/1251000] [509.2/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.001472] [CE 4.664 (4.626)] [KD 5.137 (5.294)] +2024-10-13 02:07:54,918 - Train: 50.92% [637000/1251000] [509.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001472] [CE 4.703 (4.654)] [KD 5.419 (5.359)] +2024-10-13 02:08:02,334 - Train: 50.92% [637050/1251000] [509.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001472] [CE 4.605 (4.644)] [KD 5.404 (5.305)] +2024-10-13 02:08:10,057 - Train: 50.93% [637100/1251000] [509.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001472] [CE 4.647 (4.624)] [KD 5.127 (5.203)] +2024-10-13 02:08:17,607 - Train: 50.93% [637150/1251000] [509.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001472] [CE 4.653 (4.615)] [KD 5.721 (5.253)] +2024-10-13 02:08:25,184 - Train: 50.94% [637200/1251000] [509.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001471] [CE 5.095 (4.651)] [KD 5.571 (5.313)] +2024-10-13 02:08:32,793 - Train: 50.94% [637250/1251000] [509.4/1000.0] [batch_t 0.252 (0.152)] [data_t 0.005] [optim_t 0.247] [lr 0.001471] [CE 4.652 (4.674)] [KD 5.389 (5.254)] +2024-10-13 02:08:40,500 - Train: 50.94% [637300/1251000] [509.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001471] [CE 4.655 (4.671)] [KD 5.215 (5.264)] +2024-10-13 02:08:47,993 - Train: 50.95% [637350/1251000] [509.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001471] [CE 4.689 (4.550)] [KD 5.261 (5.191)] +2024-10-13 02:08:55,641 - Train: 50.95% [637400/1251000] [509.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001471] [CE 5.287 (4.693)] [KD 5.628 (5.279)] +2024-10-13 02:09:03,209 - Train: 50.96% [637450/1251000] [509.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001470] [CE 4.546 (4.572)] [KD 5.213 (5.161)] +2024-10-13 02:09:10,976 - Train: 50.96% [637500/1251000] [509.6/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.001470] [CE 4.286 (4.664)] [KD 5.080 (5.269)] +2024-10-13 02:09:18,549 - Train: 50.96% [637550/1251000] [509.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001470] [CE 4.651 (4.655)] [KD 5.606 (5.244)] +2024-10-13 02:09:25,988 - Train: 50.97% [637600/1251000] [509.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001470] [CE 4.506 (4.640)] [KD 4.965 (5.276)] +2024-10-13 02:09:33,559 - Train: 50.97% [637650/1251000] [509.7/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.001470] [CE 5.109 (4.657)] [KD 5.281 (5.227)] +2024-10-13 02:09:41,396 - Train: 50.98% [637700/1251000] [509.8/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.001470] [CE 4.799 (4.666)] [KD 5.316 (5.333)] +2024-10-13 02:09:48,953 - Train: 50.98% [637750/1251000] [509.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001469] [CE 4.890 (4.684)] [KD 5.540 (5.274)] +2024-10-13 02:09:56,506 - Train: 50.98% [637800/1251000] [509.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001469] [CE 4.606 (4.627)] [KD 5.334 (5.299)] +2024-10-13 02:10:04,090 - Train: 50.99% [637850/1251000] [509.9/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.154] [lr 0.001469] [CE 4.643 (4.631)] [KD 5.051 (5.195)] +2024-10-13 02:10:11,596 - Train: 50.99% [637900/1251000] [509.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001469] [CE 4.643 (4.658)] [KD 5.301 (5.262)] +2024-10-13 02:10:19,312 - Train: 51.00% [637950/1251000] [510.0/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001469] [CE 4.814 (4.747)] [KD 5.562 (5.355)] +2024-10-13 02:10:26,827 - Train: 51.00% [638000/1251000] [510.0/1000.0] [batch_t 0.140 (0.150)] [data_t 0.004] [optim_t 0.135] [lr 0.001468] [CE 4.397 (4.559)] [KD 5.174 (5.237)] +2024-10-13 02:10:33,924 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 31791] [top5_cnt 42640] [top_all 50000] +2024-10-13 02:10:33,925 - net: 63.582 (85.280) +2024-10-13 02:10:39,733 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 35621] [top5_cnt 45116] [top_all 50000] +2024-10-13 02:10:39,734 - net_E: 71.242 (90.232) +2024-10-13 02:10:39,914 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.300 (epoch: 507)] +2024-10-13 02:10:39,914 - ==> Total time: 1 day, 4:23:30 Eta: 1 day, 3:16:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 02:10:49,835 - Train: 51.00% [638050/1251000] [510.0/1000.0] [batch_t 0.147 (0.164)] [data_t 0.005] [optim_t 0.142] [lr 0.001468] [CE 4.689 (4.630)] [KD 5.173 (5.184)] +2024-10-13 02:10:57,854 - Train: 51.01% [638100/1251000] [510.1/1000.0] [batch_t 0.152 (0.160)] [data_t 0.004] [optim_t 0.148] [lr 0.001468] [CE 4.941 (4.664)] [KD 5.376 (5.247)] +2024-10-13 02:11:05,309 - Train: 51.01% [638150/1251000] [510.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.001468] [CE 4.389 (4.614)] [KD 5.167 (5.273)] +2024-10-13 02:11:12,922 - Train: 51.02% [638200/1251000] [510.2/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.001468] [CE 4.741 (4.589)] [KD 5.603 (5.209)] +2024-10-13 02:11:20,406 - Train: 51.02% [638250/1251000] [510.2/1000.0] [batch_t 0.152 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.001467] [CE 4.955 (4.667)] [KD 5.410 (5.279)] +2024-10-13 02:11:27,931 - Train: 51.02% [638300/1251000] [510.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001467] [CE 4.345 (4.674)] [KD 4.989 (5.256)] +2024-10-13 02:11:35,515 - Train: 51.03% [638350/1251000] [510.3/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.001467] [CE 4.776 (4.675)] [KD 5.285 (5.246)] +2024-10-13 02:11:43,186 - Train: 51.03% [638400/1251000] [510.3/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.001467] [CE 4.595 (4.579)] [KD 5.097 (5.174)] +2024-10-13 02:11:50,824 - Train: 51.04% [638450/1251000] [510.4/1000.0] [batch_t 0.262 (0.153)] [data_t 0.003] [optim_t 0.258] [lr 0.001467] [CE 5.156 (4.686)] [KD 5.576 (5.296)] +2024-10-13 02:11:58,662 - Train: 51.04% [638500/1251000] [510.4/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.001467] [CE 4.575 (4.611)] [KD 4.926 (5.284)] +2024-10-13 02:12:06,337 - Train: 51.04% [638550/1251000] [510.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001466] [CE 4.035 (4.608)] [KD 5.128 (5.240)] +2024-10-13 02:12:13,857 - Train: 51.05% [638600/1251000] [510.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001466] [CE 4.558 (4.786)] [KD 5.258 (5.304)] +2024-10-13 02:12:21,443 - Train: 51.05% [638650/1251000] [510.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001466] [CE 4.619 (4.629)] [KD 5.129 (5.256)] +2024-10-13 02:12:29,158 - Train: 51.06% [638700/1251000] [510.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001466] [CE 4.587 (4.612)] [KD 5.471 (5.306)] +2024-10-13 02:12:36,865 - Train: 51.06% [638750/1251000] [510.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001466] [CE 4.651 (4.698)] [KD 5.049 (5.266)] +2024-10-13 02:12:44,443 - Train: 51.06% [638800/1251000] [510.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001465] [CE 4.344 (4.610)] [KD 5.249 (5.247)] +2024-10-13 02:12:51,982 - Train: 51.07% [638850/1251000] [510.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001465] [CE 4.601 (4.625)] [KD 5.435 (5.300)] +2024-10-13 02:12:59,701 - Train: 51.07% [638900/1251000] [510.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.007] [optim_t 0.141] [lr 0.001465] [CE 4.335 (4.652)] [KD 4.990 (5.307)] +2024-10-13 02:13:07,459 - Train: 51.08% [638950/1251000] [510.8/1000.0] [batch_t 0.154 (0.155)] [data_t 0.010] [optim_t 0.144] [lr 0.001465] [CE 5.118 (4.667)] [KD 5.434 (5.272)] +2024-10-13 02:13:14,942 - Train: 51.08% [639000/1251000] [510.8/1000.0] [batch_t 0.163 (0.150)] [data_t 0.005] [optim_t 0.158] [lr 0.001465] [CE 4.310 (4.656)] [KD 5.040 (5.240)] +2024-10-13 02:13:22,807 - Train: 51.08% [639050/1251000] [510.8/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.001464] [CE 4.776 (4.534)] [KD 5.283 (5.210)] +2024-10-13 02:13:30,306 - Train: 51.09% [639100/1251000] [510.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.001464] [CE 4.299 (4.678)] [KD 5.156 (5.285)] +2024-10-13 02:13:37,799 - Train: 51.09% [639150/1251000] [510.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.001464] [CE 4.581 (4.659)] [KD 5.024 (5.231)] +2024-10-13 02:13:45,413 - Train: 51.10% [639200/1251000] [511.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001464] [CE 4.951 (4.631)] [KD 5.404 (5.191)] +2024-10-13 02:13:52,946 - Train: 51.10% [639250/1251000] [511.0/1000.0] [batch_t 0.140 (0.151)] [data_t 0.005] [optim_t 0.135] [lr 0.001464] [CE 4.015 (4.661)] [KD 4.911 (5.220)] +2024-10-13 02:14:00,085 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 32092] [top5_cnt 42917] [top_all 50000] +2024-10-13 02:14:00,085 - net: 64.184 (85.834) +2024-10-13 02:14:06,017 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 35633] [top5_cnt 45132] [top_all 50000] +2024-10-13 02:14:06,018 - net_E: 71.266 (90.264) +2024-10-13 02:14:06,166 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.300 (epoch: 507)] +2024-10-13 02:14:06,167 - ==> Total time: 1 day, 4:26:57 Eta: 1 day, 3:13:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 02:14:14,269 - Train: 51.10% [639300/1251000] [511.0/1000.0] [batch_t 0.144 (0.162)] [data_t 0.004] [optim_t 0.140] [lr 0.001464] [CE 4.448 (4.602)] [KD 5.366 (5.211)] +2024-10-13 02:14:21,936 - Train: 51.11% [639350/1251000] [511.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001463] [CE 4.448 (4.623)] [KD 5.135 (5.236)] +2024-10-13 02:14:29,460 - Train: 51.11% [639400/1251000] [511.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001463] [CE 4.330 (4.638)] [KD 5.076 (5.290)] +2024-10-13 02:14:37,022 - Train: 51.12% [639450/1251000] [511.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001463] [CE 4.923 (4.624)] [KD 5.508 (5.227)] +2024-10-13 02:14:44,473 - Train: 51.12% [639500/1251000] [511.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001463] [CE 4.861 (4.532)] [KD 5.039 (5.204)] +2024-10-13 02:14:52,037 - Train: 51.12% [639550/1251000] [511.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001463] [CE 4.191 (4.579)] [KD 5.261 (5.207)] +2024-10-13 02:14:59,752 - Train: 51.13% [639600/1251000] [511.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001462] [CE 4.806 (4.649)] [KD 5.339 (5.235)] +2024-10-13 02:15:07,300 - Train: 51.13% [639650/1251000] [511.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001462] [CE 4.895 (4.679)] [KD 5.366 (5.196)] +2024-10-13 02:15:14,939 - Train: 51.14% [639700/1251000] [511.4/1000.0] [batch_t 0.143 (0.153)] [data_t 0.003] [optim_t 0.140] [lr 0.001462] [CE 4.682 (4.660)] [KD 5.435 (5.235)] +2024-10-13 02:15:22,535 - Train: 51.14% [639750/1251000] [511.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.001462] [CE 5.043 (4.675)] [KD 5.240 (5.204)] +2024-10-13 02:15:30,126 - Train: 51.14% [639800/1251000] [511.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.001462] [CE 4.946 (4.686)] [KD 5.200 (5.156)] +2024-10-13 02:15:37,883 - Train: 51.15% [639850/1251000] [511.5/1000.0] [batch_t 0.242 (0.155)] [data_t 0.004] [optim_t 0.238] [lr 0.001462] [CE 5.149 (4.669)] [KD 5.357 (5.229)] +2024-10-13 02:15:45,327 - Train: 51.15% [639900/1251000] [511.5/1000.0] [batch_t 0.142 (0.149)] [data_t 0.006] [optim_t 0.137] [lr 0.001461] [CE 4.236 (4.754)] [KD 5.039 (5.266)] +2024-10-13 02:15:52,762 - Train: 51.16% [639950/1251000] [511.6/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.001461] [CE 4.759 (4.654)] [KD 5.436 (5.192)] +2024-10-13 02:16:00,401 - Train: 51.16% [640000/1251000] [511.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001461] [CE 4.651 (4.607)] [KD 5.646 (5.291)] +2024-10-13 02:16:07,968 - Train: 51.16% [640050/1251000] [511.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001461] [CE 4.801 (4.593)] [KD 5.674 (5.263)] +2024-10-13 02:16:15,544 - Train: 51.17% [640100/1251000] [511.7/1000.0] [batch_t 0.252 (0.151)] [data_t 0.004] [optim_t 0.248] [lr 0.001461] [CE 4.504 (4.621)] [KD 5.375 (5.244)] +2024-10-13 02:16:23,142 - Train: 51.17% [640150/1251000] [511.7/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001460] [CE 4.253 (4.570)] [KD 5.197 (5.267)] +2024-10-13 02:16:30,495 - Train: 51.18% [640200/1251000] [511.8/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.001460] [CE 4.714 (4.663)] [KD 5.573 (5.271)] +2024-10-13 02:16:37,964 - Train: 51.18% [640250/1251000] [511.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001460] [CE 4.735 (4.626)] [KD 5.332 (5.291)] +2024-10-13 02:16:45,561 - Train: 51.18% [640300/1251000] [511.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001460] [CE 4.511 (4.610)] [KD 5.202 (5.282)] +2024-10-13 02:16:52,964 - Train: 51.19% [640350/1251000] [511.9/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.140] [lr 0.001460] [CE 4.648 (4.626)] [KD 5.205 (5.270)] +2024-10-13 02:17:00,619 - Train: 51.19% [640400/1251000] [511.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001459] [CE 4.822 (4.646)] [KD 5.442 (5.318)] +2024-10-13 02:17:08,255 - Train: 51.20% [640450/1251000] [512.0/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001459] [CE 4.832 (4.688)] [KD 5.211 (5.330)] +2024-10-13 02:17:15,619 - Train: 51.20% [640500/1251000] [512.0/1000.0] [batch_t 0.141 (0.147)] [data_t 0.004] [optim_t 0.137] [lr 0.001459] [CE 4.393 (4.593)] [KD 5.015 (5.322)] +2024-10-13 02:17:22,947 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 32267] [top5_cnt 43120] [top_all 50000] +2024-10-13 02:17:22,947 - net: 64.534 (86.240) +2024-10-13 02:17:28,703 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.101)] [top1_cnt 35634] [top5_cnt 45119] [top_all 50000] +2024-10-13 02:17:28,703 - net_E: 71.268 (90.238) +2024-10-13 02:17:28,862 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.300 (epoch: 507)] +2024-10-13 02:17:28,862 - ==> Total time: 1 day, 4:30:19 Eta: 1 day, 3:10:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 02:17:36,806 - Train: 51.20% [640550/1251000] [512.0/1000.0] [batch_t 0.148 (0.164)] [data_t 0.005] [optim_t 0.143] [lr 0.001459] [CE 5.188 (4.634)] [KD 5.814 (5.231)] +2024-10-13 02:17:44,236 - Train: 51.21% [640600/1251000] [512.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001459] [CE 4.154 (4.611)] [KD 5.271 (5.238)] +2024-10-13 02:17:52,019 - Train: 51.21% [640650/1251000] [512.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.001459] [CE 4.501 (4.679)] [KD 5.357 (5.349)] +2024-10-13 02:17:59,439 - Train: 51.22% [640700/1251000] [512.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.001458] [CE 4.718 (4.569)] [KD 5.236 (5.222)] +2024-10-13 02:18:07,253 - Train: 51.22% [640750/1251000] [512.2/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.001458] [CE 4.675 (4.593)] [KD 5.392 (5.257)] +2024-10-13 02:18:14,858 - Train: 51.22% [640800/1251000] [512.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001458] [CE 4.761 (4.625)] [KD 5.422 (5.217)] +2024-10-13 02:18:22,479 - Train: 51.23% [640850/1251000] [512.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001458] [CE 4.625 (4.680)] [KD 5.359 (5.245)] +2024-10-13 02:18:30,014 - Train: 51.23% [640900/1251000] [512.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.001458] [CE 4.159 (4.598)] [KD 5.066 (5.228)] +2024-10-13 02:18:37,542 - Train: 51.24% [640950/1251000] [512.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001457] [CE 4.483 (4.690)] [KD 5.125 (5.283)] +2024-10-13 02:18:44,976 - Train: 51.24% [641000/1251000] [512.4/1000.0] [batch_t 0.156 (0.149)] [data_t 0.005] [optim_t 0.151] [lr 0.001457] [CE 4.126 (4.648)] [KD 4.980 (5.245)] +2024-10-13 02:18:52,505 - Train: 51.24% [641050/1251000] [512.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.001457] [CE 4.575 (4.676)] [KD 5.185 (5.204)] +2024-10-13 02:19:00,008 - Train: 51.25% [641100/1251000] [512.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001457] [CE 4.850 (4.639)] [KD 5.509 (5.248)] +2024-10-13 02:19:07,828 - Train: 51.25% [641150/1251000] [512.5/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.001457] [CE 4.534 (4.571)] [KD 5.496 (5.255)] +2024-10-13 02:19:15,384 - Train: 51.25% [641200/1251000] [512.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001456] [CE 4.512 (4.655)] [KD 5.233 (5.221)] +2024-10-13 02:19:22,915 - Train: 51.26% [641250/1251000] [512.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.001456] [CE 4.656 (4.692)] [KD 5.192 (5.256)] +2024-10-13 02:19:30,608 - Train: 51.26% [641300/1251000] [512.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.001456] [CE 4.835 (4.653)] [KD 5.493 (5.261)] +2024-10-13 02:19:38,047 - Train: 51.27% [641350/1251000] [512.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001456] [CE 4.509 (4.652)] [KD 5.359 (5.312)] +2024-10-13 02:19:45,509 - Train: 51.27% [641400/1251000] [512.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.001456] [CE 4.954 (4.639)] [KD 5.375 (5.235)] +2024-10-13 02:19:53,075 - Train: 51.27% [641450/1251000] [512.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001456] [CE 4.865 (4.679)] [KD 5.144 (5.266)] +2024-10-13 02:20:00,644 - Train: 51.28% [641500/1251000] [512.8/1000.0] [batch_t 0.157 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.001455] [CE 4.633 (4.654)] [KD 5.592 (5.225)] +2024-10-13 02:20:08,360 - Train: 51.28% [641550/1251000] [512.8/1000.0] [batch_t 0.265 (0.154)] [data_t 0.003] [optim_t 0.262] [lr 0.001455] [CE 4.236 (4.652)] [KD 5.424 (5.353)] +2024-10-13 02:20:16,086 - Train: 51.29% [641600/1251000] [512.9/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.001455] [CE 4.980 (4.630)] [KD 5.145 (5.262)] +2024-10-13 02:20:23,690 - Train: 51.29% [641650/1251000] [512.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001455] [CE 4.166 (4.659)] [KD 4.950 (5.254)] +2024-10-13 02:20:31,319 - Train: 51.29% [641700/1251000] [512.9/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.001455] [CE 4.453 (4.648)] [KD 5.333 (5.301)] +2024-10-13 02:20:38,966 - Train: 51.30% [641750/1251000] [513.0/1000.0] [batch_t 0.140 (0.153)] [data_t 0.003] [optim_t 0.137] [lr 0.001454] [CE 4.693 (4.665)] [KD 5.321 (5.232)] +2024-10-13 02:20:46,389 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 33060] [top5_cnt 43590] [top_all 50000] +2024-10-13 02:20:46,390 - net: 66.120 (87.180) +2024-10-13 02:20:52,167 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 35610] [top5_cnt 45110] [top_all 50000] +2024-10-13 02:20:52,167 - net_E: 71.220 (90.220) +2024-10-13 02:20:52,336 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.300 (epoch: 507)] +2024-10-13 02:20:52,337 - ==> Total time: 1 day, 4:33:43 Eta: 1 day, 3:06:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 02:21:00,237 - Train: 51.30% [641800/1251000] [513.0/1000.0] [batch_t 0.145 (0.160)] [data_t 0.003] [optim_t 0.141] [lr 0.001454] [CE 4.415 (4.618)] [KD 4.884 (5.209)] +2024-10-13 02:21:07,991 - Train: 51.31% [641850/1251000] [513.1/1000.0] [batch_t 0.292 (0.155)] [data_t 0.003] [optim_t 0.289] [lr 0.001454] [CE 4.723 (4.595)] [KD 5.313 (5.155)] +2024-10-13 02:21:15,451 - Train: 51.31% [641900/1251000] [513.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.001454] [CE 5.141 (4.625)] [KD 5.516 (5.186)] +2024-10-13 02:21:23,389 - Train: 51.31% [641950/1251000] [513.1/1000.0] [batch_t 0.148 (0.159)] [data_t 0.003] [optim_t 0.146] [lr 0.001454] [CE 4.793 (4.646)] [KD 5.146 (5.192)] +2024-10-13 02:21:30,924 - Train: 51.32% [642000/1251000] [513.2/1000.0] [batch_t 0.157 (0.151)] [data_t 0.003] [optim_t 0.154] [lr 0.001453] [CE 5.187 (4.588)] [KD 5.454 (5.165)] +2024-10-13 02:21:38,332 - Train: 51.32% [642050/1251000] [513.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.001453] [CE 4.630 (4.674)] [KD 5.498 (5.251)] +2024-10-13 02:21:45,739 - Train: 51.33% [642100/1251000] [513.3/1000.0] [batch_t 0.155 (0.148)] [data_t 0.004] [optim_t 0.151] [lr 0.001453] [CE 4.841 (4.674)] [KD 5.462 (5.303)] +2024-10-13 02:21:53,442 - Train: 51.33% [642150/1251000] [513.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.001453] [CE 4.881 (4.661)] [KD 5.354 (5.264)] +2024-10-13 02:22:00,989 - Train: 51.33% [642200/1251000] [513.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001453] [CE 5.195 (4.682)] [KD 5.509 (5.236)] +2024-10-13 02:22:08,703 - Train: 51.34% [642250/1251000] [513.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001453] [CE 4.595 (4.605)] [KD 5.146 (5.236)] +2024-10-13 02:22:16,282 - Train: 51.34% [642300/1251000] [513.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001452] [CE 4.992 (4.712)] [KD 5.555 (5.282)] +2024-10-13 02:22:23,718 - Train: 51.35% [642350/1251000] [513.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.001452] [CE 4.617 (4.671)] [KD 5.109 (5.237)] +2024-10-13 02:22:31,416 - Train: 51.35% [642400/1251000] [513.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001452] [CE 4.900 (4.692)] [KD 5.254 (5.314)] +2024-10-13 02:22:39,120 - Train: 51.35% [642450/1251000] [513.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.001452] [CE 4.190 (4.641)] [KD 5.299 (5.226)] +2024-10-13 02:22:46,800 - Train: 51.36% [642500/1251000] [513.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001452] [CE 4.702 (4.661)] [KD 4.919 (5.212)] +2024-10-13 02:22:54,289 - Train: 51.36% [642550/1251000] [513.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.001451] [CE 4.487 (4.608)] [KD 5.434 (5.255)] +2024-10-13 02:23:01,871 - Train: 51.37% [642600/1251000] [513.7/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.001451] [CE 4.885 (4.587)] [KD 5.470 (5.206)] +2024-10-13 02:23:09,338 - Train: 51.37% [642650/1251000] [513.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001451] [CE 4.521 (4.710)] [KD 5.224 (5.256)] +2024-10-13 02:23:17,017 - Train: 51.37% [642700/1251000] [513.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001451] [CE 4.799 (4.645)] [KD 5.233 (5.259)] +2024-10-13 02:23:24,437 - Train: 51.38% [642750/1251000] [513.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.001451] [CE 4.666 (4.677)] [KD 5.359 (5.194)] +2024-10-13 02:23:32,427 - Train: 51.38% [642800/1251000] [513.8/1000.0] [batch_t 0.144 (0.160)] [data_t 0.005] [optim_t 0.140] [lr 0.001451] [CE 4.594 (4.653)] [KD 5.415 (5.263)] +2024-10-13 02:23:39,938 - Train: 51.39% [642850/1251000] [513.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.001450] [CE 4.284 (4.563)] [KD 5.028 (5.228)] +2024-10-13 02:23:47,345 - Train: 51.39% [642900/1251000] [513.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001450] [CE 4.675 (4.729)] [KD 5.284 (5.300)] +2024-10-13 02:23:54,752 - Train: 51.39% [642950/1251000] [513.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001450] [CE 4.227 (4.565)] [KD 5.369 (5.295)] +2024-10-13 02:24:02,287 - Train: 51.40% [643000/1251000] [514.0/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.001450] [CE 4.510 (4.642)] [KD 5.256 (5.290)] +2024-10-13 02:24:09,965 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 32003] [top5_cnt 42931] [top_all 50000] +2024-10-13 02:24:09,966 - net: 64.006 (85.862) +2024-10-13 02:24:15,853 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 35641] [top5_cnt 45103] [top_all 50000] +2024-10-13 02:24:15,854 - net_E: 71.282 (90.206) +2024-10-13 02:24:16,003 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.300 (epoch: 507)] +2024-10-13 02:24:16,003 - ==> Total time: 1 day, 4:37:07 Eta: 1 day, 3:03:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 02:24:23,311 - Train: 51.40% [643050/1251000] [514.0/1000.0] [batch_t 0.147 (0.162)] [data_t 0.006] [optim_t 0.141] [lr 0.001450] [CE 4.515 (4.627)] [KD 5.238 (5.200)] +2024-10-13 02:24:31,182 - Train: 51.41% [643100/1251000] [514.1/1000.0] [batch_t 0.151 (0.157)] [data_t 0.006] [optim_t 0.144] [lr 0.001449] [CE 4.898 (4.733)] [KD 5.561 (5.245)] +2024-10-13 02:24:38,972 - Train: 51.41% [643150/1251000] [514.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001449] [CE 4.736 (4.672)] [KD 5.348 (5.161)] +2024-10-13 02:24:46,772 - Train: 51.41% [643200/1251000] [514.1/1000.0] [batch_t 0.153 (0.156)] [data_t 0.006] [optim_t 0.148] [lr 0.001449] [CE 4.535 (4.605)] [KD 5.234 (5.209)] +2024-10-13 02:24:54,321 - Train: 51.42% [643250/1251000] [514.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001449] [CE 4.417 (4.673)] [KD 5.131 (5.325)] +2024-10-13 02:25:01,956 - Train: 51.42% [643300/1251000] [514.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001449] [CE 4.962 (4.694)] [KD 5.478 (5.212)] +2024-10-13 02:25:09,488 - Train: 51.43% [643350/1251000] [514.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001448] [CE 4.466 (4.677)] [KD 4.989 (5.277)] +2024-10-13 02:25:16,939 - Train: 51.43% [643400/1251000] [514.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001448] [CE 4.225 (4.675)] [KD 4.788 (5.264)] +2024-10-13 02:25:24,725 - Train: 51.43% [643450/1251000] [514.3/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.001448] [CE 4.412 (4.628)] [KD 4.894 (5.227)] +2024-10-13 02:25:32,500 - Train: 51.44% [643500/1251000] [514.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.008] [optim_t 0.145] [lr 0.001448] [CE 4.630 (4.638)] [KD 5.102 (5.234)] +2024-10-13 02:25:40,331 - Train: 51.44% [643550/1251000] [514.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.001448] [CE 4.723 (4.735)] [KD 5.365 (5.334)] +2024-10-13 02:25:47,973 - Train: 51.45% [643600/1251000] [514.5/1000.0] [batch_t 0.157 (0.153)] [data_t 0.003] [optim_t 0.154] [lr 0.001448] [CE 4.143 (4.693)] [KD 5.026 (5.282)] +2024-10-13 02:25:55,580 - Train: 51.45% [643650/1251000] [514.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001447] [CE 5.232 (4.694)] [KD 5.642 (5.370)] +2024-10-13 02:26:03,215 - Train: 51.45% [643700/1251000] [514.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001447] [CE 4.477 (4.686)] [KD 5.227 (5.260)] +2024-10-13 02:26:10,863 - Train: 51.46% [643750/1251000] [514.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001447] [CE 4.642 (4.599)] [KD 5.296 (5.193)] +2024-10-13 02:26:18,384 - Train: 51.46% [643800/1251000] [514.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001447] [CE 5.088 (4.722)] [KD 5.346 (5.296)] +2024-10-13 02:26:26,002 - Train: 51.47% [643850/1251000] [514.7/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.001447] [CE 4.581 (4.639)] [KD 5.203 (5.246)] +2024-10-13 02:26:33,718 - Train: 51.47% [643900/1251000] [514.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001446] [CE 5.000 (4.727)] [KD 5.370 (5.339)] +2024-10-13 02:26:41,511 - Train: 51.47% [643950/1251000] [514.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.007] [optim_t 0.144] [lr 0.001446] [CE 4.388 (4.708)] [KD 5.102 (5.335)] +2024-10-13 02:26:49,228 - Train: 51.48% [644000/1251000] [514.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001446] [CE 4.270 (4.655)] [KD 5.095 (5.265)] +2024-10-13 02:26:56,961 - Train: 51.48% [644050/1251000] [514.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001446] [CE 4.288 (4.703)] [KD 5.047 (5.322)] +2024-10-13 02:27:04,568 - Train: 51.49% [644100/1251000] [514.9/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.001446] [CE 4.945 (4.664)] [KD 5.285 (5.292)] +2024-10-13 02:27:12,225 - Train: 51.49% [644150/1251000] [514.9/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.001445] [CE 3.881 (4.624)] [KD 4.687 (5.197)] +2024-10-13 02:27:19,711 - Train: 51.49% [644200/1251000] [514.9/1000.0] [batch_t 0.160 (0.150)] [data_t 0.004] [optim_t 0.156] [lr 0.001445] [CE 4.609 (4.641)] [KD 5.194 (5.225)] +2024-10-13 02:27:27,221 - Train: 51.50% [644250/1251000] [515.0/1000.0] [batch_t 0.155 (0.150)] [data_t 0.010] [optim_t 0.145] [lr 0.001445] [CE 4.602 (4.669)] [KD 4.990 (5.183)] +2024-10-13 02:27:34,969 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 32354] [top5_cnt 43181] [top_all 50000] +2024-10-13 02:27:34,970 - net: 64.708 (86.362) +2024-10-13 02:27:40,768 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 35638] [top5_cnt 45122] [top_all 50000] +2024-10-13 02:27:40,768 - net_E: 71.276 (90.244) +2024-10-13 02:27:40,954 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.300 (epoch: 507)] +2024-10-13 02:27:40,955 - ==> Total time: 1 day, 4:40:32 Eta: 1 day, 3:00:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 02:27:48,566 - Train: 51.50% [644300/1251000] [515.0/1000.0] [batch_t 0.148 (0.171)] [data_t 0.006] [optim_t 0.142] [lr 0.001445] [CE 4.276 (4.683)] [KD 5.202 (5.216)] +2024-10-13 02:27:56,412 - Train: 51.51% [644350/1251000] [515.1/1000.0] [batch_t 0.144 (0.157)] [data_t 0.004] [optim_t 0.140] [lr 0.001445] [CE 4.698 (4.565)] [KD 5.167 (5.180)] +2024-10-13 02:28:03,867 - Train: 51.51% [644400/1251000] [515.1/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.001445] [CE 4.280 (4.719)] [KD 5.063 (5.223)] +2024-10-13 02:28:11,632 - Train: 51.51% [644450/1251000] [515.1/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.001444] [CE 4.613 (4.604)] [KD 5.193 (5.215)] +2024-10-13 02:28:19,045 - Train: 51.52% [644500/1251000] [515.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001444] [CE 5.033 (4.700)] [KD 5.443 (5.281)] +2024-10-13 02:28:26,514 - Train: 51.52% [644550/1251000] [515.2/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.001444] [CE 4.499 (4.627)] [KD 5.185 (5.170)] +2024-10-13 02:28:34,238 - Train: 51.53% [644600/1251000] [515.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001444] [CE 4.621 (4.600)] [KD 5.069 (5.179)] +2024-10-13 02:28:41,752 - Train: 51.53% [644650/1251000] [515.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001444] [CE 4.377 (4.660)] [KD 5.076 (5.210)] +2024-10-13 02:28:49,244 - Train: 51.53% [644700/1251000] [515.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001443] [CE 4.643 (4.673)] [KD 5.355 (5.293)] +2024-10-13 02:28:56,982 - Train: 51.54% [644750/1251000] [515.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.001443] [CE 4.399 (4.685)] [KD 5.142 (5.252)] +2024-10-13 02:29:04,675 - Train: 51.54% [644800/1251000] [515.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.001443] [CE 4.653 (4.700)] [KD 5.280 (5.271)] +2024-10-13 02:29:12,168 - Train: 51.55% [644850/1251000] [515.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001443] [CE 5.002 (4.690)] [KD 5.137 (5.331)] +2024-10-13 02:29:20,146 - Train: 51.55% [644900/1251000] [515.5/1000.0] [batch_t 0.149 (0.159)] [data_t 0.003] [optim_t 0.146] [lr 0.001443] [CE 4.414 (4.611)] [KD 5.242 (5.222)] +2024-10-13 02:29:27,594 - Train: 51.55% [644950/1251000] [515.5/1000.0] [batch_t 0.153 (0.149)] [data_t 0.007] [optim_t 0.146] [lr 0.001442] [CE 5.177 (4.609)] [KD 5.267 (5.303)] +2024-10-13 02:29:35,112 - Train: 51.56% [645000/1251000] [515.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.007] [optim_t 0.141] [lr 0.001442] [CE 4.221 (4.616)] [KD 5.089 (5.295)] +2024-10-13 02:29:42,709 - Train: 51.56% [645050/1251000] [515.6/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.001442] [CE 4.557 (4.675)] [KD 5.057 (5.356)] +2024-10-13 02:29:50,123 - Train: 51.57% [645100/1251000] [515.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.001442] [CE 4.976 (4.613)] [KD 5.364 (5.271)] +2024-10-13 02:29:57,792 - Train: 51.57% [645150/1251000] [515.7/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.001442] [CE 4.578 (4.672)] [KD 4.974 (5.268)] +2024-10-13 02:30:05,514 - Train: 51.57% [645200/1251000] [515.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001442] [CE 4.565 (4.695)] [KD 5.029 (5.280)] +2024-10-13 02:30:12,965 - Train: 51.58% [645250/1251000] [515.8/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.001441] [CE 4.690 (4.664)] [KD 5.522 (5.271)] +2024-10-13 02:30:20,640 - Train: 51.58% [645300/1251000] [515.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.001441] [CE 4.510 (4.673)] [KD 5.298 (5.243)] +2024-10-13 02:30:28,274 - Train: 51.59% [645350/1251000] [515.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001441] [CE 4.564 (4.645)] [KD 5.259 (5.256)] +2024-10-13 02:30:35,726 - Train: 51.59% [645400/1251000] [515.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001441] [CE 4.417 (4.627)] [KD 5.380 (5.232)] +2024-10-13 02:30:43,236 - Train: 51.59% [645450/1251000] [515.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.001441] [CE 4.374 (4.672)] [KD 5.143 (5.303)] +2024-10-13 02:30:50,672 - Train: 51.60% [645500/1251000] [516.0/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001440] [CE 4.549 (4.583)] [KD 5.095 (5.199)] +2024-10-13 02:30:58,702 - Test (net): 100.00% [50/50] [batch_t 0.027 (0.106)] [top1_cnt 32694] [top5_cnt 43297] [top_all 50000] +2024-10-13 02:30:58,702 - net: 65.388 (86.594) +2024-10-13 02:31:04,570 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35680] [top5_cnt 45150] [top_all 50000] +2024-10-13 02:31:04,570 - net_E: 71.360 (90.300) +2024-10-13 02:31:04,708 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.360 (epoch: 516)] +2024-10-13 02:31:04,708 - ==> Total time: 1 day, 4:43:55 Eta: 1 day, 2:57:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 02:31:13,678 - Train: 51.60% [645550/1251000] [516.0/1000.0] [batch_t 0.148 (0.168)] [data_t 0.005] [optim_t 0.143] [lr 0.001440] [CE 4.288 (4.652)] [KD 5.122 (5.266)] +2024-10-13 02:31:21,261 - Train: 51.61% [645600/1251000] [516.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001440] [CE 5.050 (4.724)] [KD 5.653 (5.305)] +2024-10-13 02:31:28,970 - Train: 51.61% [645650/1251000] [516.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001440] [CE 5.170 (4.639)] [KD 5.230 (5.203)] +2024-10-13 02:31:36,588 - Train: 51.61% [645700/1251000] [516.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.001440] [CE 4.725 (4.682)] [KD 5.059 (5.220)] +2024-10-13 02:31:44,134 - Train: 51.62% [645750/1251000] [516.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001440] [CE 4.702 (4.694)] [KD 5.199 (5.299)] +2024-10-13 02:31:51,597 - Train: 51.62% [645800/1251000] [516.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001439] [CE 4.463 (4.578)] [KD 4.861 (5.201)] +2024-10-13 02:31:59,303 - Train: 51.63% [645850/1251000] [516.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001439] [CE 4.865 (4.590)] [KD 5.482 (5.193)] +2024-10-13 02:32:06,862 - Train: 51.63% [645900/1251000] [516.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.001439] [CE 4.312 (4.578)] [KD 4.967 (5.164)] +2024-10-13 02:32:14,528 - Train: 51.63% [645950/1251000] [516.3/1000.0] [batch_t 0.161 (0.153)] [data_t 0.004] [optim_t 0.157] [lr 0.001439] [CE 4.062 (4.638)] [KD 4.897 (5.155)] +2024-10-13 02:32:22,085 - Train: 51.64% [646000/1251000] [516.4/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.001439] [CE 4.518 (4.612)] [KD 5.288 (5.187)] +2024-10-13 02:32:29,660 - Train: 51.64% [646050/1251000] [516.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001438] [CE 5.145 (4.736)] [KD 5.677 (5.244)] +2024-10-13 02:32:37,239 - Train: 51.65% [646100/1251000] [516.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001438] [CE 5.020 (4.651)] [KD 5.530 (5.284)] +2024-10-13 02:32:44,937 - Train: 51.65% [646150/1251000] [516.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001438] [CE 4.127 (4.591)] [KD 4.865 (5.172)] +2024-10-13 02:32:52,492 - Train: 51.65% [646200/1251000] [516.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.001438] [CE 4.513 (4.620)] [KD 5.103 (5.183)] +2024-10-13 02:33:00,198 - Train: 51.66% [646250/1251000] [516.6/1000.0] [batch_t 0.143 (0.154)] [data_t 0.004] [optim_t 0.139] [lr 0.001438] [CE 4.693 (4.641)] [KD 5.284 (5.201)] +2024-10-13 02:33:07,710 - Train: 51.66% [646300/1251000] [516.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.001437] [CE 4.552 (4.689)] [KD 5.146 (5.268)] +2024-10-13 02:33:15,176 - Train: 51.67% [646350/1251000] [516.7/1000.0] [batch_t 0.156 (0.149)] [data_t 0.005] [optim_t 0.151] [lr 0.001437] [CE 5.168 (4.637)] [KD 5.503 (5.230)] +2024-10-13 02:33:22,828 - Train: 51.67% [646400/1251000] [516.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.001437] [CE 4.407 (4.622)] [KD 4.983 (5.216)] +2024-10-13 02:33:30,254 - Train: 51.67% [646450/1251000] [516.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001437] [CE 4.547 (4.583)] [KD 5.451 (5.176)] +2024-10-13 02:33:38,040 - Train: 51.68% [646500/1251000] [516.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.001437] [CE 4.381 (4.642)] [KD 5.292 (5.282)] +2024-10-13 02:33:45,585 - Train: 51.68% [646550/1251000] [516.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001437] [CE 4.052 (4.605)] [KD 4.940 (5.232)] +2024-10-13 02:33:53,162 - Train: 51.69% [646600/1251000] [516.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001436] [CE 4.927 (4.648)] [KD 5.347 (5.309)] +2024-10-13 02:34:00,731 - Train: 51.69% [646650/1251000] [516.9/1000.0] [batch_t 0.277 (0.151)] [data_t 0.002] [optim_t 0.274] [lr 0.001436] [CE 4.271 (4.600)] [KD 5.303 (5.238)] +2024-10-13 02:34:08,202 - Train: 51.69% [646700/1251000] [516.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001436] [CE 4.641 (4.673)] [KD 5.389 (5.255)] +2024-10-13 02:34:15,579 - Train: 51.70% [646750/1251000] [517.0/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.001436] [CE 5.134 (4.563)] [KD 5.383 (5.180)] +2024-10-13 02:34:23,774 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 32478] [top5_cnt 43279] [top_all 50000] +2024-10-13 02:34:23,774 - net: 64.956 (86.558) +2024-10-13 02:34:29,660 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.102)] [top1_cnt 35647] [top5_cnt 45148] [top_all 50000] +2024-10-13 02:34:29,661 - net_E: 71.294 (90.296) +2024-10-13 02:34:29,821 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.360 (epoch: 516)] +2024-10-13 02:34:29,822 - ==> Total time: 1 day, 4:47:20 Eta: 1 day, 2:53:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 02:34:37,424 - Train: 51.70% [646800/1251000] [517.0/1000.0] [batch_t 0.148 (0.171)] [data_t 0.006] [optim_t 0.142] [lr 0.001436] [CE 4.779 (4.603)] [KD 5.318 (5.137)] +2024-10-13 02:34:44,991 - Train: 51.71% [646850/1251000] [517.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.007] [optim_t 0.145] [lr 0.001435] [CE 4.616 (4.651)] [KD 5.166 (5.240)] +2024-10-13 02:34:52,455 - Train: 51.71% [646900/1251000] [517.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001435] [CE 4.530 (4.636)] [KD 5.200 (5.201)] +2024-10-13 02:35:00,122 - Train: 51.71% [646950/1251000] [517.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001435] [CE 4.186 (4.694)] [KD 5.180 (5.290)] +2024-10-13 02:35:07,575 - Train: 51.72% [647000/1251000] [517.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001435] [CE 4.870 (4.627)] [KD 5.328 (5.198)] +2024-10-13 02:35:15,041 - Train: 51.72% [647050/1251000] [517.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001435] [CE 4.803 (4.687)] [KD 5.052 (5.258)] +2024-10-13 02:35:22,660 - Train: 51.73% [647100/1251000] [517.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001434] [CE 4.952 (4.690)] [KD 5.228 (5.337)] +2024-10-13 02:35:30,197 - Train: 51.73% [647150/1251000] [517.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001434] [CE 4.527 (4.589)] [KD 5.336 (5.182)] +2024-10-13 02:35:38,339 - Train: 51.73% [647200/1251000] [517.3/1000.0] [batch_t 0.253 (0.163)] [data_t 0.005] [optim_t 0.248] [lr 0.001434] [CE 4.548 (4.637)] [KD 5.412 (5.170)] +2024-10-13 02:35:46,267 - Train: 51.74% [647250/1251000] [517.4/1000.0] [batch_t 0.153 (0.158)] [data_t 0.003] [optim_t 0.150] [lr 0.001434] [CE 5.079 (4.708)] [KD 5.426 (5.239)] +2024-10-13 02:35:53,764 - Train: 51.74% [647300/1251000] [517.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001434] [CE 4.829 (4.625)] [KD 5.322 (5.168)] +2024-10-13 02:36:01,259 - Train: 51.75% [647350/1251000] [517.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.001434] [CE 4.285 (4.577)] [KD 5.363 (5.239)] +2024-10-13 02:36:08,754 - Train: 51.75% [647400/1251000] [517.5/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.001433] [CE 5.191 (4.659)] [KD 5.359 (5.263)] +2024-10-13 02:36:16,510 - Train: 51.75% [647450/1251000] [517.5/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.001433] [CE 4.869 (4.700)] [KD 5.435 (5.264)] +2024-10-13 02:36:24,442 - Train: 51.76% [647500/1251000] [517.6/1000.0] [batch_t 0.153 (0.159)] [data_t 0.005] [optim_t 0.148] [lr 0.001433] [CE 4.697 (4.680)] [KD 5.100 (5.218)] +2024-10-13 02:36:32,032 - Train: 51.76% [647550/1251000] [517.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001433] [CE 4.306 (4.554)] [KD 5.315 (5.235)] +2024-10-13 02:36:39,471 - Train: 51.77% [647600/1251000] [517.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.001433] [CE 4.771 (4.707)] [KD 5.589 (5.322)] +2024-10-13 02:36:47,346 - Train: 51.77% [647650/1251000] [517.7/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.001432] [CE 4.351 (4.616)] [KD 4.911 (5.242)] +2024-10-13 02:36:54,945 - Train: 51.77% [647700/1251000] [517.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001432] [CE 4.551 (4.612)] [KD 5.181 (5.220)] +2024-10-13 02:37:02,562 - Train: 51.78% [647750/1251000] [517.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001432] [CE 4.632 (4.669)] [KD 5.153 (5.304)] +2024-10-13 02:37:10,183 - Train: 51.78% [647800/1251000] [517.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001432] [CE 4.628 (4.722)] [KD 5.479 (5.375)] +2024-10-13 02:37:17,678 - Train: 51.79% [647850/1251000] [517.9/1000.0] [batch_t 0.152 (0.150)] [data_t 0.006] [optim_t 0.146] [lr 0.001432] [CE 4.513 (4.638)] [KD 5.180 (5.303)] +2024-10-13 02:37:25,230 - Train: 51.79% [647900/1251000] [517.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.008] [optim_t 0.139] [lr 0.001432] [CE 4.086 (4.613)] [KD 4.923 (5.258)] +2024-10-13 02:37:33,136 - Train: 51.79% [647950/1251000] [517.9/1000.0] [batch_t 0.147 (0.158)] [data_t 0.004] [optim_t 0.143] [lr 0.001431] [CE 5.090 (4.716)] [KD 5.687 (5.318)] +2024-10-13 02:37:40,615 - Train: 51.80% [648000/1251000] [518.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001431] [CE 5.195 (4.706)] [KD 5.428 (5.286)] +2024-10-13 02:37:48,967 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 32468] [top5_cnt 43226] [top_all 50000] +2024-10-13 02:37:48,967 - net: 64.936 (86.452) +2024-10-13 02:37:54,781 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 35616] [top5_cnt 45172] [top_all 50000] +2024-10-13 02:37:54,781 - net_E: 71.232 (90.344) +2024-10-13 02:37:54,922 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.360 (epoch: 516)] +2024-10-13 02:37:54,922 - ==> Total time: 1 day, 4:50:45 Eta: 1 day, 2:50:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 02:38:02,273 - Train: 51.80% [648050/1251000] [518.0/1000.0] [batch_t 0.145 (0.170)] [data_t 0.003] [optim_t 0.142] [lr 0.001431] [CE 5.126 (4.630)] [KD 5.442 (5.209)] +2024-10-13 02:38:10,051 - Train: 51.81% [648100/1251000] [518.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.001431] [CE 4.674 (4.643)] [KD 4.930 (5.189)] +2024-10-13 02:38:17,477 - Train: 51.81% [648150/1251000] [518.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001431] [CE 4.610 (4.654)] [KD 5.196 (5.230)] +2024-10-13 02:38:24,964 - Train: 51.81% [648200/1251000] [518.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001430] [CE 4.663 (4.589)] [KD 5.130 (5.149)] +2024-10-13 02:38:32,577 - Train: 51.82% [648250/1251000] [518.2/1000.0] [batch_t 0.305 (0.152)] [data_t 0.003] [optim_t 0.302] [lr 0.001430] [CE 4.556 (4.635)] [KD 5.099 (5.179)] +2024-10-13 02:38:40,031 - Train: 51.82% [648300/1251000] [518.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001430] [CE 4.795 (4.666)] [KD 5.002 (5.170)] +2024-10-13 02:38:47,718 - Train: 51.83% [648350/1251000] [518.3/1000.0] [batch_t 0.156 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.001430] [CE 5.038 (4.641)] [KD 5.171 (5.225)] +2024-10-13 02:38:55,512 - Train: 51.83% [648400/1251000] [518.3/1000.0] [batch_t 0.152 (0.156)] [data_t 0.006] [optim_t 0.145] [lr 0.001430] [CE 4.680 (4.658)] [KD 5.303 (5.226)] +2024-10-13 02:39:03,454 - Train: 51.83% [648450/1251000] [518.3/1000.0] [batch_t 0.147 (0.159)] [data_t 0.004] [optim_t 0.143] [lr 0.001429] [CE 4.837 (4.639)] [KD 5.504 (5.200)] +2024-10-13 02:39:11,156 - Train: 51.84% [648500/1251000] [518.4/1000.0] [batch_t 0.164 (0.154)] [data_t 0.007] [optim_t 0.158] [lr 0.001429] [CE 4.683 (4.675)] [KD 5.209 (5.300)] +2024-10-13 02:39:18,780 - Train: 51.84% [648550/1251000] [518.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001429] [CE 4.118 (4.698)] [KD 5.139 (5.316)] +2024-10-13 02:39:26,292 - Train: 51.85% [648600/1251000] [518.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.001429] [CE 4.469 (4.662)] [KD 5.142 (5.344)] +2024-10-13 02:39:33,755 - Train: 51.85% [648650/1251000] [518.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001429] [CE 4.741 (4.641)] [KD 5.483 (5.253)] +2024-10-13 02:39:41,408 - Train: 51.85% [648700/1251000] [518.5/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.001429] [CE 4.449 (4.666)] [KD 5.244 (5.343)] +2024-10-13 02:39:48,928 - Train: 51.86% [648750/1251000] [518.6/1000.0] [batch_t 0.154 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.001428] [CE 5.156 (4.728)] [KD 5.274 (5.248)] +2024-10-13 02:39:56,714 - Train: 51.86% [648800/1251000] [518.6/1000.0] [batch_t 0.148 (0.156)] [data_t 0.006] [optim_t 0.143] [lr 0.001428] [CE 4.915 (4.623)] [KD 5.059 (5.214)] +2024-10-13 02:40:04,180 - Train: 51.87% [648850/1251000] [518.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001428] [CE 4.391 (4.651)] [KD 5.132 (5.327)] +2024-10-13 02:40:11,875 - Train: 51.87% [648900/1251000] [518.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.001428] [CE 4.877 (4.630)] [KD 5.493 (5.253)] +2024-10-13 02:40:19,540 - Train: 51.87% [648950/1251000] [518.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001428] [CE 4.993 (4.680)] [KD 5.453 (5.264)] +2024-10-13 02:40:26,946 - Train: 51.88% [649000/1251000] [518.8/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.001427] [CE 4.442 (4.615)] [KD 5.086 (5.230)] +2024-10-13 02:40:34,365 - Train: 51.88% [649050/1251000] [518.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001427] [CE 5.173 (4.684)] [KD 5.436 (5.233)] +2024-10-13 02:40:41,911 - Train: 51.89% [649100/1251000] [518.9/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.001427] [CE 4.469 (4.606)] [KD 4.904 (5.199)] +2024-10-13 02:40:49,350 - Train: 51.89% [649150/1251000] [518.9/1000.0] [batch_t 0.155 (0.149)] [data_t 0.003] [optim_t 0.152] [lr 0.001427] [CE 4.773 (4.670)] [KD 5.371 (5.231)] +2024-10-13 02:40:56,901 - Train: 51.89% [649200/1251000] [518.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001427] [CE 4.717 (4.591)] [KD 5.217 (5.199)] +2024-10-13 02:41:04,653 - Train: 51.90% [649250/1251000] [519.0/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.001426] [CE 4.286 (4.695)] [KD 5.219 (5.265)] +2024-10-13 02:41:13,216 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 32863] [top5_cnt 43540] [top_all 50000] +2024-10-13 02:41:13,216 - net: 65.726 (87.080) +2024-10-13 02:41:18,944 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 35604] [top5_cnt 45146] [top_all 50000] +2024-10-13 02:41:18,945 - net_E: 71.208 (90.292) +2024-10-13 02:41:19,109 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.360 (epoch: 516)] +2024-10-13 02:41:19,110 - ==> Total time: 1 day, 4:54:10 Eta: 1 day, 2:47:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 02:41:25,995 - Train: 51.90% [649300/1251000] [519.0/1000.0] [batch_t 0.152 (0.168)] [data_t 0.005] [optim_t 0.147] [lr 0.001426] [CE 4.791 (4.571)] [KD 5.254 (5.152)] +2024-10-13 02:41:33,522 - Train: 51.91% [649350/1251000] [519.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001426] [CE 4.987 (4.635)] [KD 6.131 (5.180)] +2024-10-13 02:41:40,937 - Train: 51.91% [649400/1251000] [519.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001426] [CE 4.170 (4.625)] [KD 5.098 (5.226)] +2024-10-13 02:41:48,378 - Train: 51.91% [649450/1251000] [519.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001426] [CE 4.189 (4.659)] [KD 4.715 (5.247)] +2024-10-13 02:41:55,810 - Train: 51.92% [649500/1251000] [519.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.001426] [CE 4.070 (4.684)] [KD 5.120 (5.237)] +2024-10-13 02:42:03,632 - Train: 51.92% [649550/1251000] [519.2/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.001425] [CE 4.288 (4.599)] [KD 4.965 (5.215)] +2024-10-13 02:42:11,444 - Train: 51.93% [649600/1251000] [519.3/1000.0] [batch_t 0.143 (0.156)] [data_t 0.003] [optim_t 0.140] [lr 0.001425] [CE 4.345 (4.706)] [KD 5.049 (5.162)] +2024-10-13 02:42:19,011 - Train: 51.93% [649650/1251000] [519.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.001425] [CE 4.344 (4.725)] [KD 4.818 (5.215)] +2024-10-13 02:42:26,411 - Train: 51.93% [649700/1251000] [519.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.001425] [CE 4.031 (4.640)] [KD 5.122 (5.210)] +2024-10-13 02:42:33,927 - Train: 51.94% [649750/1251000] [519.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001425] [CE 4.774 (4.657)] [KD 4.975 (5.190)] +2024-10-13 02:42:41,447 - Train: 51.94% [649800/1251000] [519.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001424] [CE 4.326 (4.566)] [KD 5.093 (5.210)] +2024-10-13 02:42:49,090 - Train: 51.95% [649850/1251000] [519.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.001424] [CE 4.661 (4.602)] [KD 5.118 (5.260)] +2024-10-13 02:42:56,663 - Train: 51.95% [649900/1251000] [519.5/1000.0] [batch_t 0.158 (0.151)] [data_t 0.005] [optim_t 0.153] [lr 0.001424] [CE 4.918 (4.662)] [KD 5.368 (5.239)] +2024-10-13 02:43:04,212 - Train: 51.95% [649950/1251000] [519.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001424] [CE 4.562 (4.595)] [KD 5.150 (5.224)] +2024-10-13 02:43:11,658 - Train: 51.96% [650000/1251000] [519.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001424] [CE 4.626 (4.609)] [KD 4.903 (5.214)] +2024-10-13 02:43:19,352 - Train: 51.96% [650050/1251000] [519.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001424] [CE 4.463 (4.638)] [KD 5.080 (5.224)] +2024-10-13 02:43:26,987 - Train: 51.97% [650100/1251000] [519.7/1000.0] [batch_t 0.258 (0.153)] [data_t 0.004] [optim_t 0.254] [lr 0.001423] [CE 4.485 (4.681)] [KD 4.990 (5.305)] +2024-10-13 02:43:34,796 - Train: 51.97% [650150/1251000] [519.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.001423] [CE 4.690 (4.638)] [KD 5.065 (5.271)] +2024-10-13 02:43:42,283 - Train: 51.97% [650200/1251000] [519.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001423] [CE 4.360 (4.696)] [KD 4.954 (5.280)] +2024-10-13 02:43:49,777 - Train: 51.98% [650250/1251000] [519.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001423] [CE 4.586 (4.660)] [KD 5.113 (5.221)] +2024-10-13 02:43:57,234 - Train: 51.98% [650300/1251000] [519.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001423] [CE 5.108 (4.642)] [KD 5.393 (5.283)] +2024-10-13 02:44:04,682 - Train: 51.99% [650350/1251000] [519.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.001422] [CE 4.676 (4.595)] [KD 5.297 (5.222)] +2024-10-13 02:44:12,488 - Train: 51.99% [650400/1251000] [519.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.001422] [CE 5.010 (4.662)] [KD 5.511 (5.242)] +2024-10-13 02:44:20,269 - Train: 51.99% [650450/1251000] [519.9/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.001422] [CE 4.343 (4.689)] [KD 5.066 (5.269)] +2024-10-13 02:44:27,879 - Train: 52.00% [650500/1251000] [520.0/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.001422] [CE 4.864 (4.709)] [KD 5.338 (5.317)] +2024-10-13 02:44:36,461 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 33050] [top5_cnt 43559] [top_all 50000] +2024-10-13 02:44:36,461 - net: 66.100 (87.118) +2024-10-13 02:44:42,391 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35634] [top5_cnt 45122] [top_all 50000] +2024-10-13 02:44:42,392 - net_E: 71.268 (90.244) +2024-10-13 02:44:42,717 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.360 (epoch: 516)] +2024-10-13 02:44:42,717 - ==> Total time: 1 day, 4:57:33 Eta: 1 day, 2:43:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 02:44:49,460 - Train: 52.00% [650550/1251000] [520.0/1000.0] [batch_t 0.147 (0.165)] [data_t 0.004] [optim_t 0.143] [lr 0.001422] [CE 4.306 (4.578)] [KD 5.137 (5.167)] +2024-10-13 02:44:56,902 - Train: 52.01% [650600/1251000] [520.1/1000.0] [batch_t 0.158 (0.149)] [data_t 0.005] [optim_t 0.153] [lr 0.001421] [CE 4.900 (4.590)] [KD 5.323 (5.196)] +2024-10-13 02:45:04,336 - Train: 52.01% [650650/1251000] [520.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001421] [CE 5.084 (4.679)] [KD 5.411 (5.223)] +2024-10-13 02:45:12,026 - Train: 52.01% [650700/1251000] [520.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001421] [CE 4.897 (4.678)] [KD 5.515 (5.228)] +2024-10-13 02:45:19,429 - Train: 52.02% [650750/1251000] [520.2/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.001421] [CE 4.511 (4.691)] [KD 5.182 (5.290)] +2024-10-13 02:45:27,265 - Train: 52.02% [650800/1251000] [520.2/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.001421] [CE 4.942 (4.612)] [KD 5.597 (5.172)] +2024-10-13 02:45:34,672 - Train: 52.03% [650850/1251000] [520.3/1000.0] [batch_t 0.156 (0.148)] [data_t 0.005] [optim_t 0.150] [lr 0.001421] [CE 4.151 (4.651)] [KD 5.012 (5.202)] +2024-10-13 02:45:42,456 - Train: 52.03% [650900/1251000] [520.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001420] [CE 4.281 (4.646)] [KD 5.197 (5.199)] +2024-10-13 02:45:50,019 - Train: 52.03% [650950/1251000] [520.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001420] [CE 4.226 (4.544)] [KD 5.029 (5.176)] +2024-10-13 02:45:57,686 - Train: 52.04% [651000/1251000] [520.4/1000.0] [batch_t 0.265 (0.153)] [data_t 0.005] [optim_t 0.260] [lr 0.001420] [CE 4.640 (4.688)] [KD 5.545 (5.210)] +2024-10-13 02:46:05,267 - Train: 52.04% [651050/1251000] [520.4/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.001420] [CE 4.805 (4.614)] [KD 5.271 (5.161)] +2024-10-13 02:46:12,738 - Train: 52.05% [651100/1251000] [520.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.001420] [CE 4.885 (4.645)] [KD 5.277 (5.219)] +2024-10-13 02:46:20,225 - Train: 52.05% [651150/1251000] [520.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001419] [CE 4.501 (4.620)] [KD 5.045 (5.200)] +2024-10-13 02:46:27,623 - Train: 52.05% [651200/1251000] [520.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001419] [CE 4.849 (4.681)] [KD 5.282 (5.246)] +2024-10-13 02:46:35,524 - Train: 52.06% [651250/1251000] [520.6/1000.0] [batch_t 0.147 (0.158)] [data_t 0.003] [optim_t 0.144] [lr 0.001419] [CE 4.516 (4.612)] [KD 5.375 (5.135)] +2024-10-13 02:46:43,137 - Train: 52.06% [651300/1251000] [520.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001419] [CE 4.062 (4.645)] [KD 4.741 (5.159)] +2024-10-13 02:46:50,617 - Train: 52.07% [651350/1251000] [520.7/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.001419] [CE 4.086 (4.647)] [KD 4.949 (5.211)] +2024-10-13 02:46:58,323 - Train: 52.07% [651400/1251000] [520.7/1000.0] [batch_t 0.156 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.001418] [CE 5.161 (4.691)] [KD 5.733 (5.313)] +2024-10-13 02:47:05,957 - Train: 52.07% [651450/1251000] [520.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001418] [CE 4.823 (4.671)] [KD 5.289 (5.247)] +2024-10-13 02:47:13,484 - Train: 52.08% [651500/1251000] [520.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001418] [CE 4.738 (4.614)] [KD 5.671 (5.235)] +2024-10-13 02:47:21,071 - Train: 52.08% [651550/1251000] [520.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001418] [CE 4.384 (4.667)] [KD 5.257 (5.321)] +2024-10-13 02:47:28,573 - Train: 52.09% [651600/1251000] [520.9/1000.0] [batch_t 0.154 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.001418] [CE 4.396 (4.601)] [KD 5.182 (5.222)] +2024-10-13 02:47:36,633 - Train: 52.09% [651650/1251000] [520.9/1000.0] [batch_t 0.150 (0.161)] [data_t 0.006] [optim_t 0.144] [lr 0.001418] [CE 4.313 (4.671)] [KD 5.577 (5.295)] +2024-10-13 02:47:44,110 - Train: 52.09% [651700/1251000] [520.9/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.001417] [CE 4.711 (4.558)] [KD 5.264 (5.205)] +2024-10-13 02:47:51,846 - Train: 52.10% [651750/1251000] [521.0/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.001417] [CE 4.378 (4.611)] [KD 5.039 (5.212)] +2024-10-13 02:48:00,483 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 33157] [top5_cnt 43675] [top_all 50000] +2024-10-13 02:48:00,484 - net: 66.314 (87.350) +2024-10-13 02:48:06,301 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 35662] [top5_cnt 45133] [top_all 50000] +2024-10-13 02:48:06,301 - net_E: 71.324 (90.266) +2024-10-13 02:48:06,470 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.360 (epoch: 516)] +2024-10-13 02:48:06,471 - ==> Total time: 1 day, 5:00:57 Eta: 1 day, 2:40:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 02:48:13,105 - Train: 52.10% [651800/1251000] [521.0/1000.0] [batch_t 0.148 (0.167)] [data_t 0.003] [optim_t 0.145] [lr 0.001417] [CE 5.108 (4.697)] [KD 5.306 (5.127)] +2024-10-13 02:48:20,665 - Train: 52.11% [651850/1251000] [521.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001417] [CE 4.590 (4.642)] [KD 5.170 (5.134)] +2024-10-13 02:48:28,167 - Train: 52.11% [651900/1251000] [521.1/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.001417] [CE 4.894 (4.681)] [KD 5.279 (5.179)] +2024-10-13 02:48:35,623 - Train: 52.11% [651950/1251000] [521.1/1000.0] [batch_t 0.157 (0.149)] [data_t 0.004] [optim_t 0.153] [lr 0.001416] [CE 4.951 (4.699)] [KD 5.302 (5.254)] +2024-10-13 02:48:43,373 - Train: 52.12% [652000/1251000] [521.2/1000.0] [batch_t 0.304 (0.155)] [data_t 0.004] [optim_t 0.300] [lr 0.001416] [CE 5.203 (4.704)] [KD 5.178 (5.207)] +2024-10-13 02:48:51,191 - Train: 52.12% [652050/1251000] [521.2/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.001416] [CE 4.602 (4.702)] [KD 5.451 (5.204)] +2024-10-13 02:48:58,751 - Train: 52.13% [652100/1251000] [521.3/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.001416] [CE 4.071 (4.667)] [KD 5.008 (5.215)] +2024-10-13 02:49:06,316 - Train: 52.13% [652150/1251000] [521.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001416] [CE 5.098 (4.658)] [KD 5.362 (5.196)] +2024-10-13 02:49:13,783 - Train: 52.13% [652200/1251000] [521.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.001416] [CE 4.804 (4.670)] [KD 5.083 (5.253)] +2024-10-13 02:49:21,442 - Train: 52.14% [652250/1251000] [521.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.001415] [CE 5.130 (4.615)] [KD 5.467 (5.291)] +2024-10-13 02:49:28,977 - Train: 52.14% [652300/1251000] [521.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001415] [CE 5.015 (4.668)] [KD 5.377 (5.285)] +2024-10-13 02:49:36,500 - Train: 52.15% [652350/1251000] [521.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001415] [CE 5.158 (4.674)] [KD 5.560 (5.253)] +2024-10-13 02:49:44,004 - Train: 52.15% [652400/1251000] [521.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.001415] [CE 4.211 (4.670)] [KD 5.264 (5.288)] +2024-10-13 02:49:51,701 - Train: 52.15% [652450/1251000] [521.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001415] [CE 4.769 (4.614)] [KD 5.085 (5.200)] +2024-10-13 02:49:59,208 - Train: 52.16% [652500/1251000] [521.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001414] [CE 4.429 (4.643)] [KD 5.365 (5.294)] +2024-10-13 02:50:06,985 - Train: 52.16% [652550/1251000] [521.6/1000.0] [batch_t 0.263 (0.155)] [data_t 0.004] [optim_t 0.258] [lr 0.001414] [CE 5.014 (4.675)] [KD 5.400 (5.226)] +2024-10-13 02:50:14,363 - Train: 52.17% [652600/1251000] [521.7/1000.0] [batch_t 0.148 (0.147)] [data_t 0.006] [optim_t 0.142] [lr 0.001414] [CE 4.781 (4.694)] [KD 5.297 (5.247)] +2024-10-13 02:50:21,986 - Train: 52.17% [652650/1251000] [521.7/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.001414] [CE 5.012 (4.665)] [KD 5.296 (5.216)] +2024-10-13 02:50:29,402 - Train: 52.17% [652700/1251000] [521.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.001414] [CE 4.631 (4.659)] [KD 5.160 (5.217)] +2024-10-13 02:50:36,839 - Train: 52.18% [652750/1251000] [521.8/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.001413] [CE 4.927 (4.697)] [KD 5.149 (5.185)] +2024-10-13 02:50:44,387 - Train: 52.18% [652800/1251000] [521.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001413] [CE 4.495 (4.640)] [KD 4.842 (5.199)] +2024-10-13 02:50:52,053 - Train: 52.19% [652850/1251000] [521.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001413] [CE 4.504 (4.663)] [KD 5.205 (5.192)] +2024-10-13 02:50:59,581 - Train: 52.19% [652900/1251000] [521.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001413] [CE 4.549 (4.615)] [KD 4.944 (5.162)] +2024-10-13 02:51:07,150 - Train: 52.19% [652950/1251000] [521.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.001413] [CE 4.504 (4.581)] [KD 5.147 (5.171)] +2024-10-13 02:51:14,710 - Train: 52.20% [653000/1251000] [522.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001413] [CE 4.818 (4.626)] [KD 5.131 (5.211)] +2024-10-13 02:51:23,573 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 32384] [top5_cnt 43114] [top_all 50000] +2024-10-13 02:51:23,573 - net: 64.768 (86.228) +2024-10-13 02:51:29,373 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.103)] [top1_cnt 35672] [top5_cnt 45119] [top_all 50000] +2024-10-13 02:51:29,373 - net_E: 71.344 (90.238) +2024-10-13 02:51:29,537 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.360 (epoch: 516)] +2024-10-13 02:51:29,537 - ==> Total time: 1 day, 5:04:20 Eta: 1 day, 2:37:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 02:51:35,836 - Train: 52.20% [653050/1251000] [522.0/1000.0] [batch_t 0.147 (0.170)] [data_t 0.005] [optim_t 0.142] [lr 0.001412] [CE 4.727 (4.671)] [KD 5.419 (5.198)] +2024-10-13 02:51:43,421 - Train: 52.21% [653100/1251000] [522.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.001412] [CE 4.707 (4.624)] [KD 5.127 (5.159)] +2024-10-13 02:51:51,030 - Train: 52.21% [653150/1251000] [522.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001412] [CE 4.634 (4.601)] [KD 5.208 (5.228)] +2024-10-13 02:51:58,641 - Train: 52.21% [653200/1251000] [522.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001412] [CE 4.177 (4.674)] [KD 4.939 (5.274)] +2024-10-13 02:52:06,381 - Train: 52.22% [653250/1251000] [522.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001412] [CE 4.892 (4.590)] [KD 5.251 (5.128)] +2024-10-13 02:52:14,131 - Train: 52.22% [653300/1251000] [522.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.001411] [CE 4.508 (4.628)] [KD 5.267 (5.189)] +2024-10-13 02:52:21,581 - Train: 52.23% [653350/1251000] [522.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001411] [CE 4.601 (4.695)] [KD 5.358 (5.218)] +2024-10-13 02:52:28,979 - Train: 52.23% [653400/1251000] [522.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001411] [CE 5.255 (4.703)] [KD 5.552 (5.210)] +2024-10-13 02:52:36,635 - Train: 52.23% [653450/1251000] [522.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001411] [CE 5.117 (4.653)] [KD 5.293 (5.175)] +2024-10-13 02:52:44,191 - Train: 52.24% [653500/1251000] [522.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001411] [CE 4.601 (4.667)] [KD 4.902 (5.218)] +2024-10-13 02:52:51,645 - Train: 52.24% [653550/1251000] [522.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001410] [CE 4.543 (4.686)] [KD 5.300 (5.281)] +2024-10-13 02:52:59,332 - Train: 52.25% [653600/1251000] [522.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.008] [optim_t 0.142] [lr 0.001410] [CE 4.693 (4.645)] [KD 5.371 (5.191)] +2024-10-13 02:53:06,921 - Train: 52.25% [653650/1251000] [522.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001410] [CE 4.244 (4.652)] [KD 5.099 (5.249)] +2024-10-13 02:53:14,490 - Train: 52.25% [653700/1251000] [522.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001410] [CE 4.785 (4.604)] [KD 5.438 (5.260)] +2024-10-13 02:53:22,169 - Train: 52.26% [653750/1251000] [522.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001410] [CE 4.649 (4.644)] [KD 5.183 (5.244)] +2024-10-13 02:53:29,625 - Train: 52.26% [653800/1251000] [522.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001410] [CE 3.979 (4.669)] [KD 5.125 (5.228)] +2024-10-13 02:53:37,036 - Train: 52.27% [653850/1251000] [522.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.001409] [CE 4.978 (4.643)] [KD 5.433 (5.252)] +2024-10-13 02:53:44,689 - Train: 52.27% [653900/1251000] [522.7/1000.0] [batch_t 0.142 (0.153)] [data_t 0.003] [optim_t 0.139] [lr 0.001409] [CE 4.653 (4.599)] [KD 4.994 (5.180)] +2024-10-13 02:53:52,282 - Train: 52.27% [653950/1251000] [522.7/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.001409] [CE 4.583 (4.666)] [KD 5.222 (5.191)] +2024-10-13 02:53:59,913 - Train: 52.28% [654000/1251000] [522.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.001409] [CE 4.644 (4.703)] [KD 5.280 (5.266)] +2024-10-13 02:54:07,671 - Train: 52.28% [654050/1251000] [522.8/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.001409] [CE 4.411 (4.558)] [KD 5.320 (5.209)] +2024-10-13 02:54:15,522 - Train: 52.29% [654100/1251000] [522.9/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.001408] [CE 4.607 (4.643)] [KD 5.299 (5.220)] +2024-10-13 02:54:23,148 - Train: 52.29% [654150/1251000] [522.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001408] [CE 4.782 (4.666)] [KD 5.510 (5.258)] +2024-10-13 02:54:30,606 - Train: 52.29% [654200/1251000] [522.9/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.001408] [CE 4.662 (4.764)] [KD 5.320 (5.298)] +2024-10-13 02:54:38,118 - Train: 52.30% [654250/1251000] [523.0/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.001408] [CE 4.685 (4.682)] [KD 5.229 (5.230)] +2024-10-13 02:54:47,218 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 33124] [top5_cnt 43719] [top_all 50000] +2024-10-13 02:54:47,219 - net: 66.248 (87.438) +2024-10-13 02:54:53,036 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 35677] [top5_cnt 45137] [top_all 50000] +2024-10-13 02:54:53,036 - net_E: 71.354 (90.274) +2024-10-13 02:54:53,192 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.360 (epoch: 516)] +2024-10-13 02:54:53,193 - ==> Total time: 1 day, 5:07:44 Eta: 1 day, 2:34:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 02:54:59,475 - Train: 52.30% [654300/1251000] [523.0/1000.0] [batch_t 0.150 (0.177)] [data_t 0.006] [optim_t 0.144] [lr 0.001408] [CE 4.833 (4.549)] [KD 5.259 (5.108)] +2024-10-13 02:55:07,101 - Train: 52.31% [654350/1251000] [523.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001408] [CE 4.384 (4.631)] [KD 4.941 (5.168)] +2024-10-13 02:55:14,715 - Train: 52.31% [654400/1251000] [523.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001407] [CE 4.109 (4.580)] [KD 4.806 (5.101)] +2024-10-13 02:55:22,475 - Train: 52.31% [654450/1251000] [523.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001407] [CE 5.121 (4.740)] [KD 5.466 (5.219)] +2024-10-13 02:55:29,916 - Train: 52.32% [654500/1251000] [523.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.001407] [CE 4.122 (4.623)] [KD 4.913 (5.188)] +2024-10-13 02:55:37,361 - Train: 52.32% [654550/1251000] [523.2/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.001407] [CE 4.922 (4.681)] [KD 5.279 (5.216)] +2024-10-13 02:55:45,224 - Train: 52.33% [654600/1251000] [523.3/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.001407] [CE 4.952 (4.645)] [KD 5.173 (5.197)] +2024-10-13 02:55:52,734 - Train: 52.33% [654650/1251000] [523.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001406] [CE 4.439 (4.585)] [KD 5.048 (5.195)] +2024-10-13 02:56:00,547 - Train: 52.33% [654700/1251000] [523.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001406] [CE 4.721 (4.687)] [KD 5.466 (5.192)] +2024-10-13 02:56:08,161 - Train: 52.34% [654750/1251000] [523.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.007] [optim_t 0.145] [lr 0.001406] [CE 4.653 (4.754)] [KD 5.275 (5.255)] +2024-10-13 02:56:15,658 - Train: 52.34% [654800/1251000] [523.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001406] [CE 4.899 (4.695)] [KD 5.168 (5.216)] +2024-10-13 02:56:23,096 - Train: 52.35% [654850/1251000] [523.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001406] [CE 4.454 (4.715)] [KD 5.142 (5.265)] +2024-10-13 02:56:30,541 - Train: 52.35% [654900/1251000] [523.5/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.001405] [CE 4.572 (4.582)] [KD 5.160 (5.197)] +2024-10-13 02:56:38,083 - Train: 52.35% [654950/1251000] [523.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.001405] [CE 4.652 (4.636)] [KD 4.972 (5.207)] +2024-10-13 02:56:46,238 - Train: 52.36% [655000/1251000] [523.6/1000.0] [batch_t 0.153 (0.163)] [data_t 0.006] [optim_t 0.147] [lr 0.001405] [CE 4.595 (4.623)] [KD 5.153 (5.213)] +2024-10-13 02:56:53,673 - Train: 52.36% [655050/1251000] [523.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.001405] [CE 4.554 (4.619)] [KD 4.950 (5.188)] +2024-10-13 02:57:01,246 - Train: 52.37% [655100/1251000] [523.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001405] [CE 4.569 (4.594)] [KD 5.319 (5.222)] +2024-10-13 02:57:08,745 - Train: 52.37% [655150/1251000] [523.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.001405] [CE 4.607 (4.619)] [KD 5.274 (5.269)] +2024-10-13 02:57:16,127 - Train: 52.37% [655200/1251000] [523.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001404] [CE 4.004 (4.637)] [KD 5.041 (5.265)] +2024-10-13 02:57:23,662 - Train: 52.38% [655250/1251000] [523.8/1000.0] [batch_t 0.155 (0.151)] [data_t 0.006] [optim_t 0.150] [lr 0.001404] [CE 4.104 (4.661)] [KD 5.072 (5.174)] +2024-10-13 02:57:31,469 - Train: 52.38% [655300/1251000] [523.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.006] [optim_t 0.146] [lr 0.001404] [CE 4.329 (4.602)] [KD 5.041 (5.143)] +2024-10-13 02:57:38,888 - Train: 52.39% [655350/1251000] [523.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001404] [CE 4.496 (4.583)] [KD 5.274 (5.218)] +2024-10-13 02:57:46,707 - Train: 52.39% [655400/1251000] [523.9/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.001404] [CE 4.507 (4.697)] [KD 4.918 (5.257)] +2024-10-13 02:57:54,143 - Train: 52.39% [655450/1251000] [523.9/1000.0] [batch_t 0.156 (0.149)] [data_t 0.006] [optim_t 0.150] [lr 0.001403] [CE 5.061 (4.652)] [KD 5.188 (5.156)] +2024-10-13 02:58:01,635 - Train: 52.40% [655500/1251000] [524.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001403] [CE 4.625 (4.622)] [KD 5.189 (5.180)] +2024-10-13 02:58:11,191 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.112)] [top1_cnt 32551] [top5_cnt 43296] [top_all 50000] +2024-10-13 02:58:11,192 - net: 65.102 (86.592) +2024-10-13 02:58:17,041 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35688] [top5_cnt 45171] [top_all 50000] +2024-10-13 02:58:17,042 - net_E: 71.376 (90.342) +2024-10-13 02:58:17,200 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.376 (epoch: 524)] +2024-10-13 02:58:17,201 - ==> Total time: 1 day, 5:11:08 Eta: 1 day, 2:30:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 02:58:23,888 - Train: 52.40% [655550/1251000] [524.0/1000.0] [batch_t 0.148 (0.171)] [data_t 0.005] [optim_t 0.143] [lr 0.001403] [CE 4.892 (4.748)] [KD 5.196 (5.220)] +2024-10-13 02:58:31,614 - Train: 52.41% [655600/1251000] [524.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001403] [CE 4.826 (4.572)] [KD 5.195 (5.131)] +2024-10-13 02:58:39,032 - Train: 52.41% [655650/1251000] [524.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001403] [CE 3.833 (4.652)] [KD 5.067 (5.224)] +2024-10-13 02:58:46,478 - Train: 52.41% [655700/1251000] [524.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.007] [optim_t 0.141] [lr 0.001402] [CE 4.328 (4.700)] [KD 4.802 (5.238)] +2024-10-13 02:58:54,155 - Train: 52.42% [655750/1251000] [524.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.001402] [CE 4.461 (4.610)] [KD 5.499 (5.193)] +2024-10-13 02:59:01,753 - Train: 52.42% [655800/1251000] [524.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001402] [CE 4.752 (4.694)] [KD 5.614 (5.238)] +2024-10-13 02:59:09,598 - Train: 52.43% [655850/1251000] [524.3/1000.0] [batch_t 0.275 (0.157)] [data_t 0.003] [optim_t 0.272] [lr 0.001402] [CE 4.380 (4.637)] [KD 5.123 (5.219)] +2024-10-13 02:59:17,049 - Train: 52.43% [655900/1251000] [524.3/1000.0] [batch_t 0.154 (0.149)] [data_t 0.006] [optim_t 0.148] [lr 0.001402] [CE 4.308 (4.674)] [KD 5.192 (5.245)] +2024-10-13 02:59:24,514 - Train: 52.43% [655950/1251000] [524.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001402] [CE 4.269 (4.647)] [KD 5.208 (5.235)] +2024-10-13 02:59:32,228 - Train: 52.44% [656000/1251000] [524.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001401] [CE 5.141 (4.690)] [KD 5.416 (5.196)] +2024-10-13 02:59:39,805 - Train: 52.44% [656050/1251000] [524.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.001401] [CE 4.789 (4.739)] [KD 5.358 (5.265)] +2024-10-13 02:59:47,288 - Train: 52.45% [656100/1251000] [524.5/1000.0] [batch_t 0.153 (0.150)] [data_t 0.006] [optim_t 0.147] [lr 0.001401] [CE 4.507 (4.713)] [KD 5.126 (5.245)] +2024-10-13 02:59:55,251 - Train: 52.45% [656150/1251000] [524.5/1000.0] [batch_t 0.159 (0.159)] [data_t 0.004] [optim_t 0.156] [lr 0.001401] [CE 4.895 (4.630)] [KD 5.137 (5.179)] +2024-10-13 03:00:02,784 - Train: 52.45% [656200/1251000] [524.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001401] [CE 4.605 (4.644)] [KD 5.226 (5.179)] +2024-10-13 03:00:10,479 - Train: 52.46% [656250/1251000] [524.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001400] [CE 5.051 (4.613)] [KD 5.861 (5.226)] +2024-10-13 03:00:18,198 - Train: 52.46% [656300/1251000] [524.6/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.001400] [CE 4.340 (4.657)] [KD 5.098 (5.283)] +2024-10-13 03:00:25,670 - Train: 52.47% [656350/1251000] [524.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001400] [CE 4.698 (4.666)] [KD 5.130 (5.227)] +2024-10-13 03:00:33,258 - Train: 52.47% [656400/1251000] [524.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001400] [CE 4.374 (4.557)] [KD 4.939 (5.112)] +2024-10-13 03:00:40,852 - Train: 52.47% [656450/1251000] [524.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001400] [CE 4.561 (4.645)] [KD 5.103 (5.150)] +2024-10-13 03:00:48,285 - Train: 52.48% [656500/1251000] [524.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.001400] [CE 4.577 (4.596)] [KD 5.420 (5.229)] +2024-10-13 03:00:55,865 - Train: 52.48% [656550/1251000] [524.8/1000.0] [batch_t 0.284 (0.151)] [data_t 0.005] [optim_t 0.280] [lr 0.001399] [CE 4.680 (4.640)] [KD 5.277 (5.215)] +2024-10-13 03:01:03,677 - Train: 52.49% [656600/1251000] [524.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.001399] [CE 4.589 (4.577)] [KD 5.312 (5.215)] +2024-10-13 03:01:11,285 - Train: 52.49% [656650/1251000] [524.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001399] [CE 4.996 (4.648)] [KD 5.340 (5.192)] +2024-10-13 03:01:19,246 - Train: 52.49% [656700/1251000] [524.9/1000.0] [batch_t 0.159 (0.159)] [data_t 0.003] [optim_t 0.156] [lr 0.001399] [CE 4.811 (4.698)] [KD 5.171 (5.182)] +2024-10-13 03:01:27,036 - Train: 52.50% [656750/1251000] [525.0/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.001399] [CE 4.647 (4.650)] [KD 5.417 (5.184)] +2024-10-13 03:01:36,431 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.109)] [top1_cnt 32616] [top5_cnt 43305] [top_all 50000] +2024-10-13 03:01:36,431 - net: 65.232 (86.610) +2024-10-13 03:01:42,333 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 35640] [top5_cnt 45123] [top_all 50000] +2024-10-13 03:01:42,334 - net_E: 71.280 (90.246) +2024-10-13 03:01:42,472 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.376 (epoch: 524)] +2024-10-13 03:01:42,472 - ==> Total time: 1 day, 5:14:33 Eta: 1 day, 2:27:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 03:01:48,868 - Train: 52.50% [656800/1251000] [525.0/1000.0] [batch_t 0.147 (0.171)] [data_t 0.004] [optim_t 0.143] [lr 0.001398] [CE 4.207 (4.622)] [KD 4.998 (5.185)] +2024-10-13 03:01:56,440 - Train: 52.51% [656850/1251000] [525.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.001398] [CE 3.971 (4.549)] [KD 4.758 (5.128)] +2024-10-13 03:02:04,081 - Train: 52.51% [656900/1251000] [525.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001398] [CE 4.703 (4.603)] [KD 5.143 (5.098)] +2024-10-13 03:02:11,582 - Train: 52.51% [656950/1251000] [525.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.007] [optim_t 0.143] [lr 0.001398] [CE 4.809 (4.666)] [KD 5.206 (5.239)] +2024-10-13 03:02:19,325 - Train: 52.52% [657000/1251000] [525.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.001398] [CE 4.474 (4.615)] [KD 4.993 (5.179)] +2024-10-13 03:02:26,936 - Train: 52.52% [657050/1251000] [525.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.001397] [CE 4.413 (4.671)] [KD 5.411 (5.223)] +2024-10-13 03:02:34,644 - Train: 52.53% [657100/1251000] [525.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001397] [CE 4.715 (4.620)] [KD 5.361 (5.170)] +2024-10-13 03:02:42,198 - Train: 52.53% [657150/1251000] [525.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001397] [CE 4.985 (4.603)] [KD 5.163 (5.162)] +2024-10-13 03:02:49,738 - Train: 52.53% [657200/1251000] [525.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001397] [CE 4.294 (4.652)] [KD 4.852 (5.178)] +2024-10-13 03:02:57,290 - Train: 52.54% [657250/1251000] [525.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001397] [CE 4.825 (4.616)] [KD 5.052 (5.132)] +2024-10-13 03:03:04,767 - Train: 52.54% [657300/1251000] [525.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001397] [CE 4.338 (4.659)] [KD 5.003 (5.157)] +2024-10-13 03:03:12,223 - Train: 52.55% [657350/1251000] [525.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001396] [CE 4.776 (4.595)] [KD 5.448 (5.260)] +2024-10-13 03:03:19,957 - Train: 52.55% [657400/1251000] [525.5/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.001396] [CE 4.570 (4.697)] [KD 5.220 (5.210)] +2024-10-13 03:03:27,472 - Train: 52.55% [657450/1251000] [525.5/1000.0] [batch_t 0.143 (0.150)] [data_t 0.003] [optim_t 0.140] [lr 0.001396] [CE 4.750 (4.632)] [KD 5.370 (5.220)] +2024-10-13 03:03:35,403 - Train: 52.56% [657500/1251000] [525.6/1000.0] [batch_t 0.163 (0.159)] [data_t 0.004] [optim_t 0.159] [lr 0.001396] [CE 4.384 (4.651)] [KD 5.281 (5.226)] +2024-10-13 03:03:43,168 - Train: 52.56% [657550/1251000] [525.6/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.001396] [CE 4.040 (4.653)] [KD 4.812 (5.185)] +2024-10-13 03:03:50,703 - Train: 52.57% [657600/1251000] [525.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001395] [CE 4.449 (4.633)] [KD 5.146 (5.214)] +2024-10-13 03:03:58,361 - Train: 52.57% [657650/1251000] [525.7/1000.0] [batch_t 0.157 (0.153)] [data_t 0.003] [optim_t 0.154] [lr 0.001395] [CE 4.100 (4.566)] [KD 4.804 (5.184)] +2024-10-13 03:04:05,866 - Train: 52.57% [657700/1251000] [525.7/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.001395] [CE 4.286 (4.650)] [KD 4.894 (5.246)] +2024-10-13 03:04:13,484 - Train: 52.58% [657750/1251000] [525.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001395] [CE 4.530 (4.595)] [KD 5.106 (5.241)] +2024-10-13 03:04:21,039 - Train: 52.58% [657800/1251000] [525.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001395] [CE 4.570 (4.618)] [KD 5.073 (5.258)] +2024-10-13 03:04:28,722 - Train: 52.59% [657850/1251000] [525.9/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.001394] [CE 5.005 (4.634)] [KD 5.428 (5.271)] +2024-10-13 03:04:36,238 - Train: 52.59% [657900/1251000] [525.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001394] [CE 4.755 (4.630)] [KD 5.071 (5.293)] +2024-10-13 03:04:43,899 - Train: 52.59% [657950/1251000] [525.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.001394] [CE 4.856 (4.658)] [KD 4.990 (5.260)] +2024-10-13 03:04:51,470 - Train: 52.60% [658000/1251000] [526.0/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.001394] [CE 4.448 (4.674)] [KD 5.133 (5.260)] +2024-10-13 03:05:01,036 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 32029] [top5_cnt 42837] [top_all 50000] +2024-10-13 03:05:01,037 - net: 64.058 (85.674) +2024-10-13 03:05:06,965 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 35688] [top5_cnt 45107] [top_all 50000] +2024-10-13 03:05:06,966 - net_E: 71.376 (90.214) +2024-10-13 03:05:07,088 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.376 (epoch: 524)] +2024-10-13 03:05:07,089 - ==> Total time: 1 day, 5:17:58 Eta: 1 day, 2:24:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 03:05:12,790 - Train: 52.60% [658050/1251000] [526.0/1000.0] [batch_t 0.153 (0.172)] [data_t 0.003] [optim_t 0.149] [lr 0.001394] [CE 4.237 (4.557)] [KD 4.859 (5.116)] +2024-10-13 03:05:20,425 - Train: 52.61% [658100/1251000] [526.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001394] [CE 4.935 (4.619)] [KD 5.333 (5.117)] +2024-10-13 03:05:27,873 - Train: 52.61% [658150/1251000] [526.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.001393] [CE 4.328 (4.619)] [KD 5.266 (5.196)] +2024-10-13 03:05:35,487 - Train: 52.61% [658200/1251000] [526.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.001393] [CE 4.036 (4.660)] [KD 4.751 (5.122)] +2024-10-13 03:05:43,220 - Train: 52.62% [658250/1251000] [526.2/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.001393] [CE 4.772 (4.568)] [KD 5.354 (5.097)] +2024-10-13 03:05:50,950 - Train: 52.62% [658300/1251000] [526.2/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.001393] [CE 5.095 (4.645)] [KD 5.574 (5.199)] +2024-10-13 03:05:58,545 - Train: 52.63% [658350/1251000] [526.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001393] [CE 4.748 (4.642)] [KD 5.055 (5.204)] +2024-10-13 03:06:06,229 - Train: 52.63% [658400/1251000] [526.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001392] [CE 4.822 (4.665)] [KD 5.298 (5.167)] +2024-10-13 03:06:13,801 - Train: 52.63% [658450/1251000] [526.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001392] [CE 4.043 (4.662)] [KD 4.942 (5.159)] +2024-10-13 03:06:21,214 - Train: 52.64% [658500/1251000] [526.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001392] [CE 4.550 (4.653)] [KD 5.158 (5.169)] +2024-10-13 03:06:28,762 - Train: 52.64% [658550/1251000] [526.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001392] [CE 4.778 (4.609)] [KD 5.211 (5.156)] +2024-10-13 03:06:36,168 - Train: 52.65% [658600/1251000] [526.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001392] [CE 4.116 (4.621)] [KD 4.934 (5.212)] +2024-10-13 03:06:43,604 - Train: 52.65% [658650/1251000] [526.5/1000.0] [batch_t 0.156 (0.149)] [data_t 0.004] [optim_t 0.152] [lr 0.001392] [CE 4.689 (4.594)] [KD 5.065 (5.223)] +2024-10-13 03:06:51,401 - Train: 52.65% [658700/1251000] [526.5/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001391] [CE 5.242 (4.674)] [KD 5.402 (5.178)] +2024-10-13 03:06:59,204 - Train: 52.66% [658750/1251000] [526.6/1000.0] [batch_t 0.145 (0.156)] [data_t 0.003] [optim_t 0.142] [lr 0.001391] [CE 4.665 (4.627)] [KD 5.363 (5.215)] +2024-10-13 03:07:06,629 - Train: 52.66% [658800/1251000] [526.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001391] [CE 5.080 (4.717)] [KD 5.292 (5.252)] +2024-10-13 03:07:14,201 - Train: 52.67% [658850/1251000] [526.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001391] [CE 4.103 (4.617)] [KD 4.905 (5.212)] +2024-10-13 03:07:21,658 - Train: 52.67% [658900/1251000] [526.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001391] [CE 4.284 (4.628)] [KD 5.042 (5.169)] +2024-10-13 03:07:29,319 - Train: 52.67% [658950/1251000] [526.7/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.139] [lr 0.001390] [CE 5.055 (4.630)] [KD 5.557 (5.170)] +2024-10-13 03:07:36,853 - Train: 52.68% [659000/1251000] [526.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001390] [CE 4.414 (4.581)] [KD 4.993 (5.114)] +2024-10-13 03:07:44,381 - Train: 52.68% [659050/1251000] [526.8/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.001390] [CE 4.588 (4.672)] [KD 4.928 (5.125)] +2024-10-13 03:07:51,988 - Train: 52.69% [659100/1251000] [526.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001390] [CE 4.392 (4.715)] [KD 5.063 (5.290)] +2024-10-13 03:07:59,701 - Train: 52.69% [659150/1251000] [526.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001390] [CE 4.969 (4.654)] [KD 5.232 (5.192)] +2024-10-13 03:08:07,182 - Train: 52.69% [659200/1251000] [526.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.001389] [CE 4.346 (4.636)] [KD 5.272 (5.221)] +2024-10-13 03:08:14,993 - Train: 52.70% [659250/1251000] [527.0/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.001389] [CE 4.542 (4.604)] [KD 5.178 (5.170)] +2024-10-13 03:08:24,778 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.110)] [top1_cnt 32597] [top5_cnt 43262] [top_all 50000] +2024-10-13 03:08:24,778 - net: 65.194 (86.524) +2024-10-13 03:08:30,684 - Test (net_E): 100.00% [50/50] [batch_t 0.026 (0.108)] [top1_cnt 35690] [top5_cnt 45123] [top_all 50000] +2024-10-13 03:08:30,685 - net_E: 71.380 (90.246) +2024-10-13 03:08:30,785 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.380 (epoch: 527)] +2024-10-13 03:08:30,786 - ==> Total time: 1 day, 5:21:21 Eta: 1 day, 2:20:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 03:08:37,260 - Train: 52.70% [659300/1251000] [527.0/1000.0] [batch_t 0.154 (0.168)] [data_t 0.006] [optim_t 0.148] [lr 0.001389] [CE 5.021 (4.682)] [KD 5.282 (5.240)] +2024-10-13 03:08:44,855 - Train: 52.71% [659350/1251000] [527.1/1000.0] [batch_t 0.159 (0.152)] [data_t 0.003] [optim_t 0.155] [lr 0.001389] [CE 4.612 (4.665)] [KD 5.451 (5.235)] +2024-10-13 03:08:52,474 - Train: 52.71% [659400/1251000] [527.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001389] [CE 4.765 (4.659)] [KD 5.091 (5.226)] +2024-10-13 03:09:00,005 - Train: 52.71% [659450/1251000] [527.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.001389] [CE 4.621 (4.624)] [KD 5.319 (5.223)] +2024-10-13 03:09:07,681 - Train: 52.72% [659500/1251000] [527.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001388] [CE 4.805 (4.631)] [KD 5.384 (5.219)] +2024-10-13 03:09:15,392 - Train: 52.72% [659550/1251000] [527.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001388] [CE 4.960 (4.659)] [KD 5.813 (5.227)] +2024-10-13 03:09:23,092 - Train: 52.73% [659600/1251000] [527.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001388] [CE 4.856 (4.691)] [KD 5.270 (5.233)] +2024-10-13 03:09:30,524 - Train: 52.73% [659650/1251000] [527.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.001388] [CE 4.217 (4.627)] [KD 4.931 (5.205)] +2024-10-13 03:09:38,164 - Train: 52.73% [659700/1251000] [527.3/1000.0] [batch_t 0.156 (0.153)] [data_t 0.007] [optim_t 0.149] [lr 0.001388] [CE 4.540 (4.613)] [KD 5.062 (5.239)] +2024-10-13 03:09:45,708 - Train: 52.74% [659750/1251000] [527.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001387] [CE 4.266 (4.591)] [KD 5.205 (5.161)] +2024-10-13 03:09:53,473 - Train: 52.74% [659800/1251000] [527.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.001387] [CE 5.199 (4.635)] [KD 5.287 (5.199)] +2024-10-13 03:10:00,920 - Train: 52.75% [659850/1251000] [527.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.001387] [CE 4.303 (4.662)] [KD 4.895 (5.213)] +2024-10-13 03:10:08,438 - Train: 52.75% [659900/1251000] [527.5/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.150] [lr 0.001387] [CE 4.692 (4.665)] [KD 5.121 (5.237)] +2024-10-13 03:10:16,237 - Train: 52.75% [659950/1251000] [527.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.001387] [CE 4.496 (4.644)] [KD 5.162 (5.138)] +2024-10-13 03:10:23,690 - Train: 52.76% [660000/1251000] [527.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001387] [CE 4.675 (4.571)] [KD 5.181 (5.125)] +2024-10-13 03:10:31,222 - Train: 52.76% [660050/1251000] [527.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001386] [CE 4.845 (4.573)] [KD 5.236 (5.123)] +2024-10-13 03:10:38,867 - Train: 52.77% [660100/1251000] [527.7/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.001386] [CE 4.724 (4.650)] [KD 5.648 (5.242)] +2024-10-13 03:10:46,377 - Train: 52.77% [660150/1251000] [527.7/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.001386] [CE 4.972 (4.634)] [KD 5.328 (5.193)] +2024-10-13 03:10:54,047 - Train: 52.77% [660200/1251000] [527.7/1000.0] [batch_t 0.268 (0.153)] [data_t 0.006] [optim_t 0.262] [lr 0.001386] [CE 4.838 (4.605)] [KD 5.272 (5.250)] +2024-10-13 03:11:01,617 - Train: 52.78% [660250/1251000] [527.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001386] [CE 4.222 (4.636)] [KD 4.974 (5.204)] +2024-10-13 03:11:09,150 - Train: 52.78% [660300/1251000] [527.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.001385] [CE 5.115 (4.567)] [KD 5.377 (5.165)] +2024-10-13 03:11:16,850 - Train: 52.79% [660350/1251000] [527.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.001385] [CE 5.113 (4.643)] [KD 5.706 (5.334)] +2024-10-13 03:11:24,441 - Train: 52.79% [660400/1251000] [527.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001385] [CE 4.989 (4.677)] [KD 5.495 (5.227)] +2024-10-13 03:11:31,878 - Train: 52.79% [660450/1251000] [527.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001385] [CE 3.725 (4.767)] [KD 4.839 (5.241)] +2024-10-13 03:11:39,465 - Train: 52.80% [660500/1251000] [528.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001385] [CE 4.485 (4.702)] [KD 5.083 (5.262)] +2024-10-13 03:11:49,181 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 32944] [top5_cnt 43335] [top_all 50000] +2024-10-13 03:11:49,182 - net: 65.888 (86.670) +2024-10-13 03:11:54,967 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35674] [top5_cnt 45148] [top_all 50000] +2024-10-13 03:11:54,967 - net_E: 71.348 (90.296) +2024-10-13 03:11:55,088 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.380 (epoch: 527)] +2024-10-13 03:11:55,089 - ==> Total time: 1 day, 5:24:46 Eta: 1 day, 2:17:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 03:12:00,340 - Train: 52.80% [660550/1251000] [528.0/1000.0] [batch_t 0.147 (0.178)] [data_t 0.004] [optim_t 0.143] [lr 0.001384] [CE 4.484 (4.638)] [KD 5.067 (5.124)] +2024-10-13 03:12:08,087 - Train: 52.81% [660600/1251000] [528.1/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.001384] [CE 4.665 (4.570)] [KD 5.230 (5.136)] +2024-10-13 03:12:15,772 - Train: 52.81% [660650/1251000] [528.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.001384] [CE 4.276 (4.695)] [KD 5.065 (5.199)] +2024-10-13 03:12:23,195 - Train: 52.81% [660700/1251000] [528.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.001384] [CE 5.050 (4.627)] [KD 5.526 (5.190)] +2024-10-13 03:12:30,752 - Train: 52.82% [660750/1251000] [528.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.001384] [CE 4.462 (4.635)] [KD 5.212 (5.162)] +2024-10-13 03:12:38,430 - Train: 52.82% [660800/1251000] [528.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001384] [CE 4.865 (4.644)] [KD 5.439 (5.201)] +2024-10-13 03:12:46,040 - Train: 52.83% [660850/1251000] [528.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001383] [CE 4.759 (4.669)] [KD 4.879 (5.210)] +2024-10-13 03:12:53,569 - Train: 52.83% [660900/1251000] [528.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001383] [CE 4.146 (4.652)] [KD 4.913 (5.169)] +2024-10-13 03:13:01,003 - Train: 52.83% [660950/1251000] [528.3/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.001383] [CE 4.586 (4.527)] [KD 5.211 (5.166)] +2024-10-13 03:13:08,461 - Train: 52.84% [661000/1251000] [528.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001383] [CE 4.172 (4.650)] [KD 5.079 (5.192)] +2024-10-13 03:13:16,140 - Train: 52.84% [661050/1251000] [528.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001383] [CE 4.150 (4.630)] [KD 5.001 (5.274)] +2024-10-13 03:13:23,790 - Train: 52.85% [661100/1251000] [528.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001382] [CE 4.981 (4.632)] [KD 5.447 (5.181)] +2024-10-13 03:13:31,439 - Train: 52.85% [661150/1251000] [528.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001382] [CE 5.030 (4.612)] [KD 5.343 (5.146)] +2024-10-13 03:13:39,254 - Train: 52.85% [661200/1251000] [528.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.001382] [CE 4.283 (4.580)] [KD 4.954 (5.150)] +2024-10-13 03:13:46,685 - Train: 52.86% [661250/1251000] [528.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001382] [CE 4.267 (4.624)] [KD 4.634 (5.108)] +2024-10-13 03:13:54,222 - Train: 52.86% [661300/1251000] [528.6/1000.0] [batch_t 0.156 (0.151)] [data_t 0.006] [optim_t 0.151] [lr 0.001382] [CE 5.002 (4.686)] [KD 5.051 (5.121)] +2024-10-13 03:14:01,854 - Train: 52.87% [661350/1251000] [528.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001381] [CE 4.575 (4.693)] [KD 4.957 (5.190)] +2024-10-13 03:14:09,354 - Train: 52.87% [661400/1251000] [528.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001381] [CE 4.389 (4.656)] [KD 5.315 (5.175)] +2024-10-13 03:14:17,156 - Train: 52.87% [661450/1251000] [528.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.001381] [CE 4.444 (4.657)] [KD 4.916 (5.239)] +2024-10-13 03:14:24,783 - Train: 52.88% [661500/1251000] [528.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001381] [CE 4.248 (4.604)] [KD 5.077 (5.180)] +2024-10-13 03:14:32,224 - Train: 52.88% [661550/1251000] [528.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.001381] [CE 4.490 (4.699)] [KD 4.930 (5.225)] +2024-10-13 03:14:39,825 - Train: 52.89% [661600/1251000] [528.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.001381] [CE 4.893 (4.636)] [KD 5.174 (5.135)] +2024-10-13 03:14:47,508 - Train: 52.89% [661650/1251000] [528.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001380] [CE 4.385 (4.640)] [KD 5.190 (5.259)] +2024-10-13 03:14:54,949 - Train: 52.89% [661700/1251000] [528.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001380] [CE 4.671 (4.599)] [KD 5.166 (5.151)] +2024-10-13 03:15:02,468 - Train: 52.90% [661750/1251000] [529.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.001380] [CE 4.642 (4.574)] [KD 5.133 (5.151)] +2024-10-13 03:15:12,529 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 29906] [top5_cnt 41186] [top_all 50000] +2024-10-13 03:15:12,529 - net: 59.812 (82.372) +2024-10-13 03:15:18,298 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 35662] [top5_cnt 45188] [top_all 50000] +2024-10-13 03:15:18,298 - net_E: 71.324 (90.376) +2024-10-13 03:15:18,466 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.380 (epoch: 527)] +2024-10-13 03:15:18,466 - ==> Total time: 1 day, 5:28:09 Eta: 1 day, 2:14:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 03:15:23,664 - Train: 52.90% [661800/1251000] [529.0/1000.0] [batch_t 0.150 (0.179)] [data_t 0.005] [optim_t 0.145] [lr 0.001380] [CE 4.913 (4.637)] [KD 5.335 (5.162)] +2024-10-13 03:15:31,178 - Train: 52.91% [661850/1251000] [529.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001380] [CE 4.822 (4.603)] [KD 5.225 (5.163)] +2024-10-13 03:15:38,786 - Train: 52.91% [661900/1251000] [529.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.001379] [CE 4.477 (4.581)] [KD 5.388 (5.199)] +2024-10-13 03:15:46,375 - Train: 52.91% [661950/1251000] [529.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001379] [CE 4.905 (4.686)] [KD 5.259 (5.186)] +2024-10-13 03:15:53,856 - Train: 52.92% [662000/1251000] [529.2/1000.0] [batch_t 0.153 (0.149)] [data_t 0.003] [optim_t 0.151] [lr 0.001379] [CE 4.380 (4.557)] [KD 5.025 (5.145)] +2024-10-13 03:16:01,782 - Train: 52.92% [662050/1251000] [529.2/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.001379] [CE 4.461 (4.718)] [KD 4.897 (5.298)] +2024-10-13 03:16:09,210 - Train: 52.93% [662100/1251000] [529.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.001379] [CE 4.790 (4.688)] [KD 5.360 (5.226)] +2024-10-13 03:16:16,899 - Train: 52.93% [662150/1251000] [529.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.001379] [CE 4.904 (4.620)] [KD 5.435 (5.160)] +2024-10-13 03:16:24,379 - Train: 52.93% [662200/1251000] [529.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001378] [CE 4.767 (4.614)] [KD 5.201 (5.154)] +2024-10-13 03:16:31,903 - Train: 52.94% [662250/1251000] [529.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.001378] [CE 4.781 (4.620)] [KD 5.209 (5.175)] +2024-10-13 03:16:39,580 - Train: 52.94% [662300/1251000] [529.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001378] [CE 4.696 (4.650)] [KD 4.952 (5.268)] +2024-10-13 03:16:47,133 - Train: 52.95% [662350/1251000] [529.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001378] [CE 5.058 (4.656)] [KD 5.331 (5.157)] +2024-10-13 03:16:54,919 - Train: 52.95% [662400/1251000] [529.5/1000.0] [batch_t 0.163 (0.156)] [data_t 0.004] [optim_t 0.160] [lr 0.001378] [CE 5.135 (4.602)] [KD 5.315 (5.094)] +2024-10-13 03:17:02,471 - Train: 52.95% [662450/1251000] [529.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001377] [CE 4.978 (4.631)] [KD 5.336 (5.169)] +2024-10-13 03:17:09,905 - Train: 52.96% [662500/1251000] [529.6/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.001377] [CE 4.725 (4.587)] [KD 5.177 (5.136)] +2024-10-13 03:17:17,312 - Train: 52.96% [662550/1251000] [529.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001377] [CE 4.442 (4.644)] [KD 5.182 (5.150)] +2024-10-13 03:17:24,931 - Train: 52.97% [662600/1251000] [529.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001377] [CE 4.632 (4.631)] [KD 5.075 (5.204)] +2024-10-13 03:17:32,613 - Train: 52.97% [662650/1251000] [529.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.001377] [CE 4.934 (4.702)] [KD 5.406 (5.252)] +2024-10-13 03:17:40,253 - Train: 52.97% [662700/1251000] [529.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001376] [CE 4.775 (4.677)] [KD 5.121 (5.199)] +2024-10-13 03:17:47,821 - Train: 52.98% [662750/1251000] [529.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001376] [CE 4.266 (4.546)] [KD 5.173 (5.128)] +2024-10-13 03:17:55,354 - Train: 52.98% [662800/1251000] [529.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001376] [CE 4.793 (4.650)] [KD 5.027 (5.165)] +2024-10-13 03:18:02,850 - Train: 52.99% [662850/1251000] [529.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001376] [CE 4.836 (4.646)] [KD 5.349 (5.169)] +2024-10-13 03:18:10,586 - Train: 52.99% [662900/1251000] [529.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.001376] [CE 4.550 (4.662)] [KD 5.031 (5.209)] +2024-10-13 03:18:18,157 - Train: 52.99% [662950/1251000] [529.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001376] [CE 4.680 (4.690)] [KD 5.014 (5.203)] +2024-10-13 03:18:26,026 - Train: 53.00% [663000/1251000] [530.0/1000.0] [batch_t 0.146 (0.157)] [data_t 0.004] [optim_t 0.142] [lr 0.001375] [CE 4.237 (4.599)] [KD 5.189 (5.166)] +2024-10-13 03:18:36,131 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 32861] [top5_cnt 43506] [top_all 50000] +2024-10-13 03:18:36,131 - net: 65.722 (87.012) +2024-10-13 03:18:41,987 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.106)] [top1_cnt 35677] [top5_cnt 45201] [top_all 50000] +2024-10-13 03:18:41,987 - net_E: 71.354 (90.402) +2024-10-13 03:18:42,098 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.380 (epoch: 527)] +2024-10-13 03:18:42,098 - ==> Total time: 1 day, 5:31:33 Eta: 1 day, 2:10:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 03:18:46,894 - Train: 53.00% [663050/1251000] [530.0/1000.0] [batch_t 0.148 (0.175)] [data_t 0.006] [optim_t 0.142] [lr 0.001375] [CE 4.734 (4.556)] [KD 4.955 (5.007)] +2024-10-13 03:18:54,313 - Train: 53.01% [663100/1251000] [530.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.001375] [CE 4.839 (4.651)] [KD 5.732 (5.098)] +2024-10-13 03:19:02,027 - Train: 53.01% [663150/1251000] [530.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.001375] [CE 4.906 (4.652)] [KD 5.431 (5.202)] +2024-10-13 03:19:09,603 - Train: 53.01% [663200/1251000] [530.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.001375] [CE 4.147 (4.613)] [KD 5.094 (5.163)] +2024-10-13 03:19:17,326 - Train: 53.02% [663250/1251000] [530.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001374] [CE 4.816 (4.641)] [KD 5.524 (5.205)] +2024-10-13 03:19:24,934 - Train: 53.02% [663300/1251000] [530.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.001374] [CE 4.148 (4.600)] [KD 5.175 (5.195)] +2024-10-13 03:19:32,640 - Train: 53.03% [663350/1251000] [530.3/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.001374] [CE 4.010 (4.579)] [KD 4.963 (5.206)] +2024-10-13 03:19:40,286 - Train: 53.03% [663400/1251000] [530.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001374] [CE 4.721 (4.681)] [KD 5.077 (5.189)] +2024-10-13 03:19:47,839 - Train: 53.03% [663450/1251000] [530.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.001374] [CE 5.023 (4.628)] [KD 5.432 (5.121)] +2024-10-13 03:19:55,318 - Train: 53.04% [663500/1251000] [530.4/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.001374] [CE 5.125 (4.672)] [KD 5.609 (5.140)] +2024-10-13 03:20:02,875 - Train: 53.04% [663550/1251000] [530.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001373] [CE 4.037 (4.581)] [KD 4.832 (5.163)] +2024-10-13 03:20:10,463 - Train: 53.05% [663600/1251000] [530.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001373] [CE 5.259 (4.667)] [KD 5.259 (5.193)] +2024-10-13 03:20:18,106 - Train: 53.05% [663650/1251000] [530.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.001373] [CE 4.491 (4.661)] [KD 4.915 (5.222)] +2024-10-13 03:20:25,764 - Train: 53.05% [663700/1251000] [530.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001373] [CE 4.452 (4.653)] [KD 5.223 (5.193)] +2024-10-13 03:20:33,367 - Train: 53.06% [663750/1251000] [530.6/1000.0] [batch_t 0.143 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.001373] [CE 4.423 (4.609)] [KD 5.200 (5.194)] +2024-10-13 03:20:40,908 - Train: 53.06% [663800/1251000] [530.6/1000.0] [batch_t 0.158 (0.151)] [data_t 0.006] [optim_t 0.152] [lr 0.001372] [CE 4.125 (4.633)] [KD 4.817 (5.171)] +2024-10-13 03:20:48,357 - Train: 53.07% [663850/1251000] [530.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001372] [CE 4.878 (4.606)] [KD 5.347 (5.152)] +2024-10-13 03:20:55,855 - Train: 53.07% [663900/1251000] [530.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001372] [CE 4.602 (4.648)] [KD 4.904 (5.268)] +2024-10-13 03:21:03,288 - Train: 53.07% [663950/1251000] [530.7/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.001372] [CE 4.477 (4.629)] [KD 5.203 (5.196)] +2024-10-13 03:21:11,158 - Train: 53.08% [664000/1251000] [530.8/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.001372] [CE 4.540 (4.674)] [KD 5.138 (5.201)] +2024-10-13 03:21:18,748 - Train: 53.08% [664050/1251000] [530.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001371] [CE 4.881 (4.649)] [KD 5.304 (5.227)] +2024-10-13 03:21:26,192 - Train: 53.09% [664100/1251000] [530.9/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.139] [lr 0.001371] [CE 4.330 (4.611)] [KD 5.031 (5.196)] +2024-10-13 03:21:33,886 - Train: 53.09% [664150/1251000] [530.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001371] [CE 4.307 (4.649)] [KD 5.315 (5.202)] +2024-10-13 03:21:41,363 - Train: 53.09% [664200/1251000] [530.9/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.001371] [CE 4.497 (4.647)] [KD 5.099 (5.216)] +2024-10-13 03:21:48,890 - Train: 53.10% [664250/1251000] [531.0/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001371] [CE 4.786 (4.664)] [KD 5.215 (5.209)] +2024-10-13 03:21:59,202 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 32722] [top5_cnt 43402] [top_all 50000] +2024-10-13 03:21:59,202 - net: 65.444 (86.804) +2024-10-13 03:22:04,955 - Test (net_E): 100.00% [50/50] [batch_t 0.026 (0.105)] [top1_cnt 35727] [top5_cnt 45204] [top_all 50000] +2024-10-13 03:22:04,956 - net_E: 71.454 (90.408) +2024-10-13 03:22:05,079 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.454 (epoch: 531)] +2024-10-13 03:22:05,079 - ==> Total time: 1 day, 5:34:56 Eta: 1 day, 2:07:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 03:22:11,525 - Train: 53.10% [664300/1251000] [531.0/1000.0] [batch_t 0.145 (0.177)] [data_t 0.003] [optim_t 0.142] [lr 0.001371] [CE 4.380 (4.599)] [KD 5.186 (5.207)] +2024-10-13 03:22:18,962 - Train: 53.11% [664350/1251000] [531.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.001370] [CE 4.741 (4.682)] [KD 5.363 (5.220)] +2024-10-13 03:22:26,548 - Train: 53.11% [664400/1251000] [531.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001370] [CE 4.903 (4.668)] [KD 5.059 (5.196)] +2024-10-13 03:22:34,212 - Train: 53.11% [664450/1251000] [531.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001370] [CE 4.796 (4.685)] [KD 5.088 (5.121)] +2024-10-13 03:22:41,814 - Train: 53.12% [664500/1251000] [531.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.001370] [CE 4.685 (4.692)] [KD 5.329 (5.163)] +2024-10-13 03:22:49,513 - Train: 53.12% [664550/1251000] [531.2/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.001370] [CE 4.504 (4.630)] [KD 4.930 (5.183)] +2024-10-13 03:22:57,077 - Train: 53.13% [664600/1251000] [531.3/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.001369] [CE 4.024 (4.607)] [KD 4.943 (5.122)] +2024-10-13 03:23:04,499 - Train: 53.13% [664650/1251000] [531.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.001369] [CE 4.582 (4.611)] [KD 5.089 (5.115)] +2024-10-13 03:23:11,932 - Train: 53.13% [664700/1251000] [531.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001369] [CE 4.836 (4.628)] [KD 5.035 (5.107)] +2024-10-13 03:23:19,679 - Train: 53.14% [664750/1251000] [531.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001369] [CE 4.980 (4.658)] [KD 5.173 (5.110)] +2024-10-13 03:23:27,297 - Train: 53.14% [664800/1251000] [531.4/1000.0] [batch_t 0.260 (0.152)] [data_t 0.005] [optim_t 0.255] [lr 0.001369] [CE 4.208 (4.597)] [KD 5.219 (5.110)] +2024-10-13 03:23:34,954 - Train: 53.15% [664850/1251000] [531.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001368] [CE 4.557 (4.601)] [KD 4.837 (5.231)] +2024-10-13 03:23:42,489 - Train: 53.15% [664900/1251000] [531.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001368] [CE 5.131 (4.721)] [KD 5.638 (5.272)] +2024-10-13 03:23:49,928 - Train: 53.15% [664950/1251000] [531.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.007] [optim_t 0.143] [lr 0.001368] [CE 4.758 (4.674)] [KD 5.002 (5.265)] +2024-10-13 03:23:57,629 - Train: 53.16% [665000/1251000] [531.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.001368] [CE 4.881 (4.666)] [KD 5.434 (5.208)] +2024-10-13 03:24:05,232 - Train: 53.16% [665050/1251000] [531.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001368] [CE 4.778 (4.699)] [KD 5.261 (5.183)] +2024-10-13 03:24:12,981 - Train: 53.17% [665100/1251000] [531.7/1000.0] [batch_t 0.273 (0.155)] [data_t 0.006] [optim_t 0.266] [lr 0.001368] [CE 4.246 (4.645)] [KD 4.947 (5.179)] +2024-10-13 03:24:20,567 - Train: 53.17% [665150/1251000] [531.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.001367] [CE 4.801 (4.625)] [KD 5.421 (5.227)] +2024-10-13 03:24:28,033 - Train: 53.17% [665200/1251000] [531.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001367] [CE 4.422 (4.691)] [KD 4.974 (5.243)] +2024-10-13 03:24:35,644 - Train: 53.18% [665250/1251000] [531.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001367] [CE 4.772 (4.636)] [KD 5.393 (5.146)] +2024-10-13 03:24:43,319 - Train: 53.18% [665300/1251000] [531.8/1000.0] [batch_t 0.258 (0.153)] [data_t 0.005] [optim_t 0.253] [lr 0.001367] [CE 4.527 (4.722)] [KD 5.056 (5.169)] +2024-10-13 03:24:50,890 - Train: 53.19% [665350/1251000] [531.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.001367] [CE 4.313 (4.643)] [KD 4.812 (5.224)] +2024-10-13 03:24:58,618 - Train: 53.19% [665400/1251000] [531.9/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.001366] [CE 4.373 (4.545)] [KD 4.911 (5.141)] +2024-10-13 03:25:06,292 - Train: 53.19% [665450/1251000] [531.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001366] [CE 4.575 (4.653)] [KD 5.120 (5.168)] +2024-10-13 03:25:13,778 - Train: 53.20% [665500/1251000] [532.0/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001366] [CE 4.826 (4.643)] [KD 5.334 (5.245)] +2024-10-13 03:25:24,177 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 31270] [top5_cnt 42331] [top_all 50000] +2024-10-13 03:25:24,178 - net: 62.540 (84.662) +2024-10-13 03:25:30,191 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 35727] [top5_cnt 45214] [top_all 50000] +2024-10-13 03:25:30,192 - net_E: 71.454 (90.428) +2024-10-13 03:25:30,288 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.454 (epoch: 531)] +2024-10-13 03:25:30,289 - ==> Total time: 1 day, 5:38:21 Eta: 1 day, 2:04:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 03:25:34,904 - Train: 53.20% [665550/1251000] [532.0/1000.0] [batch_t 0.150 (0.179)] [data_t 0.003] [optim_t 0.147] [lr 0.001366] [CE 4.687 (4.697)] [KD 5.050 (5.177)] +2024-10-13 03:25:42,698 - Train: 53.21% [665600/1251000] [532.1/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.001366] [CE 4.835 (4.622)] [KD 5.356 (5.179)] +2024-10-13 03:25:50,252 - Train: 53.21% [665650/1251000] [532.1/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.001366] [CE 4.639 (4.641)] [KD 4.850 (5.227)] +2024-10-13 03:25:57,847 - Train: 53.21% [665700/1251000] [532.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001365] [CE 4.427 (4.597)] [KD 5.118 (5.139)] +2024-10-13 03:26:05,729 - Train: 53.22% [665750/1251000] [532.2/1000.0] [batch_t 0.151 (0.158)] [data_t 0.006] [optim_t 0.146] [lr 0.001365] [CE 4.328 (4.641)] [KD 4.882 (5.212)] +2024-10-13 03:26:13,401 - Train: 53.22% [665800/1251000] [532.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001365] [CE 4.334 (4.693)] [KD 4.987 (5.236)] +2024-10-13 03:26:20,877 - Train: 53.23% [665850/1251000] [532.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001365] [CE 4.130 (4.572)] [KD 4.729 (5.060)] +2024-10-13 03:26:28,421 - Train: 53.23% [665900/1251000] [532.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001365] [CE 4.399 (4.559)] [KD 5.019 (5.106)] +2024-10-13 03:26:35,840 - Train: 53.23% [665950/1251000] [532.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.001364] [CE 4.568 (4.650)] [KD 5.180 (5.171)] +2024-10-13 03:26:43,512 - Train: 53.24% [666000/1251000] [532.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001364] [CE 4.387 (4.636)] [KD 5.186 (5.198)] +2024-10-13 03:26:51,015 - Train: 53.24% [666050/1251000] [532.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001364] [CE 5.031 (4.606)] [KD 5.001 (5.058)] +2024-10-13 03:26:58,452 - Train: 53.25% [666100/1251000] [532.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001364] [CE 4.434 (4.583)] [KD 5.160 (5.128)] +2024-10-13 03:27:05,919 - Train: 53.25% [666150/1251000] [532.5/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.001364] [CE 4.535 (4.625)] [KD 5.165 (5.123)] +2024-10-13 03:27:13,936 - Train: 53.25% [666200/1251000] [532.5/1000.0] [batch_t 0.145 (0.160)] [data_t 0.005] [optim_t 0.140] [lr 0.001363] [CE 4.872 (4.613)] [KD 5.386 (5.187)] +2024-10-13 03:27:21,373 - Train: 53.26% [666250/1251000] [532.6/1000.0] [batch_t 0.143 (0.149)] [data_t 0.004] [optim_t 0.139] [lr 0.001363] [CE 4.901 (4.617)] [KD 5.441 (5.173)] +2024-10-13 03:27:28,816 - Train: 53.26% [666300/1251000] [532.6/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.001363] [CE 4.246 (4.547)] [KD 4.898 (5.140)] +2024-10-13 03:27:36,230 - Train: 53.27% [666350/1251000] [532.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001363] [CE 4.596 (4.669)] [KD 5.185 (5.188)] +2024-10-13 03:27:43,853 - Train: 53.27% [666400/1251000] [532.7/1000.0] [batch_t 0.141 (0.152)] [data_t 0.003] [optim_t 0.138] [lr 0.001363] [CE 4.983 (4.658)] [KD 5.215 (5.181)] +2024-10-13 03:27:51,369 - Train: 53.27% [666450/1251000] [532.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001363] [CE 4.479 (4.649)] [KD 5.180 (5.137)] +2024-10-13 03:27:58,753 - Train: 53.28% [666500/1251000] [532.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001362] [CE 4.766 (4.600)] [KD 5.062 (5.115)] +2024-10-13 03:28:06,234 - Train: 53.28% [666550/1251000] [532.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001362] [CE 4.689 (4.613)] [KD 5.334 (5.118)] +2024-10-13 03:28:14,121 - Train: 53.29% [666600/1251000] [532.9/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.001362] [CE 4.385 (4.603)] [KD 5.030 (5.205)] +2024-10-13 03:28:21,659 - Train: 53.29% [666650/1251000] [532.9/1000.0] [batch_t 0.143 (0.151)] [data_t 0.004] [optim_t 0.139] [lr 0.001362] [CE 4.737 (4.694)] [KD 5.360 (5.245)] +2024-10-13 03:28:29,084 - Train: 53.29% [666700/1251000] [532.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001362] [CE 4.599 (4.606)] [KD 5.053 (5.190)] +2024-10-13 03:28:36,712 - Train: 53.30% [666750/1251000] [533.0/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001361] [CE 4.708 (4.625)] [KD 5.232 (5.175)] +2024-10-13 03:28:47,213 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 33003] [top5_cnt 43578] [top_all 50000] +2024-10-13 03:28:47,214 - net: 66.006 (87.156) +2024-10-13 03:28:52,922 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 35773] [top5_cnt 45230] [top_all 50000] +2024-10-13 03:28:52,922 - net_E: 71.546 (90.460) +2024-10-13 03:28:53,057 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.546 (epoch: 533)] +2024-10-13 03:28:53,058 - ==> Total time: 1 day, 5:41:44 Eta: 1 day, 2:01:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 03:28:58,973 - Train: 53.30% [666800/1251000] [533.0/1000.0] [batch_t 0.153 (0.187)] [data_t 0.004] [optim_t 0.149] [lr 0.001361] [CE 4.392 (4.579)] [KD 5.137 (5.175)] +2024-10-13 03:29:06,493 - Train: 53.31% [666850/1251000] [533.1/1000.0] [batch_t 0.156 (0.150)] [data_t 0.005] [optim_t 0.151] [lr 0.001361] [CE 3.892 (4.572)] [KD 4.639 (5.050)] +2024-10-13 03:29:14,072 - Train: 53.31% [666900/1251000] [533.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001361] [CE 3.898 (4.603)] [KD 4.820 (5.098)] +2024-10-13 03:29:21,790 - Train: 53.31% [666950/1251000] [533.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001361] [CE 4.429 (4.630)] [KD 4.901 (5.171)] +2024-10-13 03:29:29,503 - Train: 53.32% [667000/1251000] [533.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001361] [CE 4.678 (4.646)] [KD 5.173 (5.133)] +2024-10-13 03:29:37,236 - Train: 53.32% [667050/1251000] [533.2/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.140] [lr 0.001360] [CE 4.132 (4.645)] [KD 4.822 (5.119)] +2024-10-13 03:29:44,797 - Train: 53.33% [667100/1251000] [533.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001360] [CE 4.546 (4.698)] [KD 5.207 (5.196)] +2024-10-13 03:29:52,217 - Train: 53.33% [667150/1251000] [533.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001360] [CE 4.316 (4.646)] [KD 5.029 (5.214)] +2024-10-13 03:29:59,738 - Train: 53.33% [667200/1251000] [533.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.001360] [CE 4.583 (4.642)] [KD 5.170 (5.186)] +2024-10-13 03:30:07,508 - Train: 53.34% [667250/1251000] [533.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.142] [lr 0.001360] [CE 4.841 (4.686)] [KD 4.932 (5.214)] +2024-10-13 03:30:15,080 - Train: 53.34% [667300/1251000] [533.4/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001359] [CE 4.642 (4.657)] [KD 5.291 (5.147)] +2024-10-13 03:30:22,644 - Train: 53.35% [667350/1251000] [533.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001359] [CE 4.726 (4.555)] [KD 5.477 (5.164)] +2024-10-13 03:30:30,191 - Train: 53.35% [667400/1251000] [533.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001359] [CE 4.843 (4.581)] [KD 5.192 (5.156)] +2024-10-13 03:30:37,918 - Train: 53.35% [667450/1251000] [533.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.007] [optim_t 0.147] [lr 0.001359] [CE 4.658 (4.714)] [KD 5.161 (5.215)] +2024-10-13 03:30:45,646 - Train: 53.36% [667500/1251000] [533.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001359] [CE 4.855 (4.683)] [KD 5.570 (5.184)] +2024-10-13 03:30:53,245 - Train: 53.36% [667550/1251000] [533.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001358] [CE 4.711 (4.684)] [KD 5.226 (5.168)] +2024-10-13 03:31:00,861 - Train: 53.37% [667600/1251000] [533.7/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.001358] [CE 4.353 (4.667)] [KD 4.999 (5.232)] +2024-10-13 03:31:08,386 - Train: 53.37% [667650/1251000] [533.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.001358] [CE 5.058 (4.688)] [KD 5.346 (5.195)] +2024-10-13 03:31:15,867 - Train: 53.37% [667700/1251000] [533.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.007] [optim_t 0.141] [lr 0.001358] [CE 4.403 (4.632)] [KD 4.937 (5.188)] +2024-10-13 03:31:23,623 - Train: 53.38% [667750/1251000] [533.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.001358] [CE 4.924 (4.651)] [KD 5.293 (5.247)] +2024-10-13 03:31:31,355 - Train: 53.38% [667800/1251000] [533.8/1000.0] [batch_t 0.144 (0.155)] [data_t 0.005] [optim_t 0.138] [lr 0.001358] [CE 5.139 (4.651)] [KD 5.435 (5.142)] +2024-10-13 03:31:39,000 - Train: 53.39% [667850/1251000] [533.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.001357] [CE 4.307 (4.644)] [KD 4.648 (5.190)] +2024-10-13 03:31:46,659 - Train: 53.39% [667900/1251000] [533.9/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.001357] [CE 4.543 (4.666)] [KD 5.340 (5.214)] +2024-10-13 03:31:54,195 - Train: 53.39% [667950/1251000] [533.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001357] [CE 4.637 (4.626)] [KD 5.336 (5.143)] +2024-10-13 03:32:01,871 - Train: 53.40% [668000/1251000] [534.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001357] [CE 4.991 (4.722)] [KD 5.264 (5.261)] +2024-10-13 03:32:12,590 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 32767] [top5_cnt 43393] [top_all 50000] +2024-10-13 03:32:12,590 - net: 65.534 (86.786) +2024-10-13 03:32:18,433 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35805] [top5_cnt 45226] [top_all 50000] +2024-10-13 03:32:18,433 - net_E: 71.610 (90.452) +2024-10-13 03:32:18,555 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.610 (epoch: 534)] +2024-10-13 03:32:18,556 - ==> Total time: 1 day, 5:45:09 Eta: 1 day, 1:57:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 03:32:23,586 - Train: 53.40% [668050/1251000] [534.0/1000.0] [batch_t 0.148 (0.183)] [data_t 0.004] [optim_t 0.144] [lr 0.001357] [CE 4.979 (4.635)] [KD 5.120 (5.085)] +2024-10-13 03:32:31,323 - Train: 53.41% [668100/1251000] [534.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.001356] [CE 4.143 (4.651)] [KD 5.262 (5.126)] +2024-10-13 03:32:38,879 - Train: 53.41% [668150/1251000] [534.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001356] [CE 4.424 (4.610)] [KD 5.136 (5.171)] +2024-10-13 03:32:46,412 - Train: 53.41% [668200/1251000] [534.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.001356] [CE 4.993 (4.656)] [KD 5.419 (5.143)] +2024-10-13 03:32:54,091 - Train: 53.42% [668250/1251000] [534.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001356] [CE 4.779 (4.617)] [KD 5.342 (5.150)] +2024-10-13 03:33:01,593 - Train: 53.42% [668300/1251000] [534.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.001356] [CE 4.146 (4.614)] [KD 5.035 (5.117)] +2024-10-13 03:33:09,065 - Train: 53.43% [668350/1251000] [534.3/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001356] [CE 4.321 (4.660)] [KD 4.966 (5.139)] +2024-10-13 03:33:16,509 - Train: 53.43% [668400/1251000] [534.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001355] [CE 4.432 (4.628)] [KD 5.069 (5.188)] +2024-10-13 03:33:23,962 - Train: 53.43% [668450/1251000] [534.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001355] [CE 5.167 (4.588)] [KD 5.803 (5.144)] +2024-10-13 03:33:31,630 - Train: 53.44% [668500/1251000] [534.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001355] [CE 4.982 (4.661)] [KD 5.173 (5.108)] +2024-10-13 03:33:39,234 - Train: 53.44% [668550/1251000] [534.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001355] [CE 4.414 (4.629)] [KD 5.125 (5.111)] +2024-10-13 03:33:47,017 - Train: 53.45% [668600/1251000] [534.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001355] [CE 4.545 (4.655)] [KD 5.014 (5.150)] +2024-10-13 03:33:54,694 - Train: 53.45% [668650/1251000] [534.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001354] [CE 4.411 (4.593)] [KD 5.045 (5.199)] +2024-10-13 03:34:02,209 - Train: 53.45% [668700/1251000] [534.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001354] [CE 4.934 (4.632)] [KD 5.401 (5.147)] +2024-10-13 03:34:09,682 - Train: 53.46% [668750/1251000] [534.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.001354] [CE 4.351 (4.539)] [KD 5.098 (5.014)] +2024-10-13 03:34:17,152 - Train: 53.46% [668800/1251000] [534.6/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.001354] [CE 5.276 (4.572)] [KD 5.535 (5.152)] +2024-10-13 03:34:25,007 - Train: 53.47% [668850/1251000] [534.7/1000.0] [batch_t 0.156 (0.157)] [data_t 0.006] [optim_t 0.151] [lr 0.001354] [CE 4.757 (4.612)] [KD 5.369 (5.196)] +2024-10-13 03:34:32,489 - Train: 53.47% [668900/1251000] [534.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.001353] [CE 4.834 (4.626)] [KD 5.359 (5.159)] +2024-10-13 03:34:40,227 - Train: 53.47% [668950/1251000] [534.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001353] [CE 5.209 (4.718)] [KD 5.513 (5.237)] +2024-10-13 03:34:47,686 - Train: 53.48% [669000/1251000] [534.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.001353] [CE 4.360 (4.581)] [KD 5.079 (5.232)] +2024-10-13 03:34:55,246 - Train: 53.48% [669050/1251000] [534.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001353] [CE 5.072 (4.597)] [KD 5.241 (5.227)] +2024-10-13 03:35:02,935 - Train: 53.49% [669100/1251000] [534.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.001353] [CE 4.881 (4.689)] [KD 5.158 (5.213)] +2024-10-13 03:35:10,471 - Train: 53.49% [669150/1251000] [534.9/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.001353] [CE 4.543 (4.671)] [KD 5.044 (5.208)] +2024-10-13 03:35:18,050 - Train: 53.49% [669200/1251000] [534.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.001352] [CE 4.395 (4.630)] [KD 5.000 (5.163)] +2024-10-13 03:35:25,630 - Train: 53.50% [669250/1251000] [535.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001352] [CE 4.548 (4.622)] [KD 4.999 (5.209)] +2024-10-13 03:35:36,574 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 32940] [top5_cnt 43525] [top_all 50000] +2024-10-13 03:35:36,574 - net: 65.880 (87.050) +2024-10-13 03:35:42,397 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35823] [top5_cnt 45221] [top_all 50000] +2024-10-13 03:35:42,398 - net_E: 71.646 (90.442) +2024-10-13 03:35:42,514 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.646 (epoch: 535)] +2024-10-13 03:35:42,515 - ==> Total time: 1 day, 5:48:33 Eta: 1 day, 1:54:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 03:35:47,537 - Train: 53.50% [669300/1251000] [535.0/1000.0] [batch_t 0.152 (0.181)] [data_t 0.005] [optim_t 0.147] [lr 0.001352] [CE 3.872 (4.447)] [KD 4.796 (5.068)] +2024-10-13 03:35:55,117 - Train: 53.51% [669350/1251000] [535.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001352] [CE 4.995 (4.592)] [KD 5.260 (5.117)] +2024-10-13 03:36:02,588 - Train: 53.51% [669400/1251000] [535.1/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.001352] [CE 4.946 (4.652)] [KD 5.437 (5.163)] +2024-10-13 03:36:10,341 - Train: 53.51% [669450/1251000] [535.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.001351] [CE 4.877 (4.601)] [KD 5.252 (5.176)] +2024-10-13 03:36:18,057 - Train: 53.52% [669500/1251000] [535.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001351] [CE 4.406 (4.662)] [KD 5.129 (5.156)] +2024-10-13 03:36:25,634 - Train: 53.52% [669550/1251000] [535.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.007] [optim_t 0.142] [lr 0.001351] [CE 4.234 (4.669)] [KD 5.038 (5.189)] +2024-10-13 03:36:33,229 - Train: 53.53% [669600/1251000] [535.3/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.001351] [CE 4.421 (4.645)] [KD 5.043 (5.103)] +2024-10-13 03:36:40,775 - Train: 53.53% [669650/1251000] [535.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001351] [CE 5.073 (4.595)] [KD 5.295 (5.134)] +2024-10-13 03:36:48,253 - Train: 53.53% [669700/1251000] [535.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001351] [CE 4.703 (4.616)] [KD 5.103 (5.159)] +2024-10-13 03:36:55,756 - Train: 53.54% [669750/1251000] [535.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001350] [CE 4.411 (4.713)] [KD 4.708 (5.255)] +2024-10-13 03:37:03,131 - Train: 53.54% [669800/1251000] [535.4/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.001350] [CE 5.247 (4.638)] [KD 5.180 (5.192)] +2024-10-13 03:37:10,707 - Train: 53.55% [669850/1251000] [535.5/1000.0] [batch_t 0.286 (0.151)] [data_t 0.007] [optim_t 0.279] [lr 0.001350] [CE 4.403 (4.601)] [KD 5.179 (5.131)] +2024-10-13 03:37:18,167 - Train: 53.55% [669900/1251000] [535.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001350] [CE 4.488 (4.645)] [KD 4.879 (5.123)] +2024-10-13 03:37:25,983 - Train: 53.55% [669950/1251000] [535.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001350] [CE 4.444 (4.669)] [KD 5.344 (5.100)] +2024-10-13 03:37:33,571 - Train: 53.56% [670000/1251000] [535.6/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.001349] [CE 4.910 (4.681)] [KD 5.673 (5.114)] +2024-10-13 03:37:41,129 - Train: 53.56% [670050/1251000] [535.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001349] [CE 4.432 (4.623)] [KD 4.917 (5.130)] +2024-10-13 03:37:48,589 - Train: 53.57% [670100/1251000] [535.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001349] [CE 4.473 (4.610)] [KD 5.233 (5.158)] +2024-10-13 03:37:56,022 - Train: 53.57% [670150/1251000] [535.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001349] [CE 4.370 (4.710)] [KD 5.266 (5.224)] +2024-10-13 03:38:03,571 - Train: 53.57% [670200/1251000] [535.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001349] [CE 4.739 (4.641)] [KD 5.217 (5.172)] +2024-10-13 03:38:11,327 - Train: 53.58% [670250/1251000] [535.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.001348] [CE 4.341 (4.583)] [KD 4.783 (5.084)] +2024-10-13 03:38:18,875 - Train: 53.58% [670300/1251000] [535.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001348] [CE 4.683 (4.643)] [KD 5.105 (5.176)] +2024-10-13 03:38:26,386 - Train: 53.59% [670350/1251000] [535.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001348] [CE 4.885 (4.696)] [KD 5.447 (5.269)] +2024-10-13 03:38:33,924 - Train: 53.59% [670400/1251000] [535.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001348] [CE 4.002 (4.645)] [KD 5.040 (5.211)] +2024-10-13 03:38:41,540 - Train: 53.59% [670450/1251000] [535.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001348] [CE 4.874 (4.685)] [KD 5.288 (5.195)] +2024-10-13 03:38:49,190 - Train: 53.60% [670500/1251000] [536.0/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001348] [CE 4.992 (4.626)] [KD 5.564 (5.152)] +2024-10-13 03:39:00,068 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 33076] [top5_cnt 43650] [top_all 50000] +2024-10-13 03:39:00,069 - net: 66.152 (87.300) +2024-10-13 03:39:05,902 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 35812] [top5_cnt 45240] [top_all 50000] +2024-10-13 03:39:05,903 - net_E: 71.624 (90.480) +2024-10-13 03:39:06,046 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.646 (epoch: 535)] +2024-10-13 03:39:06,047 - ==> Total time: 1 day, 5:51:57 Eta: 1 day, 1:51:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 03:39:10,871 - Train: 53.60% [670550/1251000] [536.0/1000.0] [batch_t 0.156 (0.195)] [data_t 0.004] [optim_t 0.152] [lr 0.001347] [CE 4.786 (4.669)] [KD 5.248 (5.146)] +2024-10-13 03:39:18,389 - Train: 53.61% [670600/1251000] [536.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.001347] [CE 4.508 (4.701)] [KD 5.342 (5.127)] +2024-10-13 03:39:26,200 - Train: 53.61% [670650/1251000] [536.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.001347] [CE 4.737 (4.607)] [KD 5.436 (5.180)] +2024-10-13 03:39:33,669 - Train: 53.61% [670700/1251000] [536.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.007] [optim_t 0.143] [lr 0.001347] [CE 4.802 (4.551)] [KD 5.052 (5.106)] +2024-10-13 03:39:41,172 - Train: 53.62% [670750/1251000] [536.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001347] [CE 4.669 (4.559)] [KD 5.262 (5.106)] +2024-10-13 03:39:48,971 - Train: 53.62% [670800/1251000] [536.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.001346] [CE 4.795 (4.585)] [KD 5.292 (5.096)] +2024-10-13 03:39:56,830 - Train: 53.63% [670850/1251000] [536.3/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.001346] [CE 4.511 (4.621)] [KD 4.770 (5.109)] +2024-10-13 03:40:04,477 - Train: 53.63% [670900/1251000] [536.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001346] [CE 4.547 (4.664)] [KD 5.236 (5.182)] +2024-10-13 03:40:12,107 - Train: 53.63% [670950/1251000] [536.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001346] [CE 4.589 (4.682)] [KD 5.021 (5.166)] +2024-10-13 03:40:19,636 - Train: 53.64% [671000/1251000] [536.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.001346] [CE 4.520 (4.616)] [KD 5.365 (5.135)] +2024-10-13 03:40:27,243 - Train: 53.64% [671050/1251000] [536.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.001346] [CE 4.278 (4.642)] [KD 4.998 (5.110)] +2024-10-13 03:40:34,851 - Train: 53.65% [671100/1251000] [536.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001345] [CE 4.711 (4.631)] [KD 5.008 (5.129)] +2024-10-13 03:40:42,405 - Train: 53.65% [671150/1251000] [536.5/1000.0] [batch_t 0.159 (0.151)] [data_t 0.004] [optim_t 0.155] [lr 0.001345] [CE 4.719 (4.652)] [KD 5.003 (5.138)] +2024-10-13 03:40:49,953 - Train: 53.65% [671200/1251000] [536.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001345] [CE 4.813 (4.638)] [KD 5.251 (5.137)] +2024-10-13 03:40:57,621 - Train: 53.66% [671250/1251000] [536.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001345] [CE 4.999 (4.682)] [KD 5.500 (5.291)] +2024-10-13 03:41:05,276 - Train: 53.66% [671300/1251000] [536.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001345] [CE 4.768 (4.567)] [KD 5.139 (5.175)] +2024-10-13 03:41:12,851 - Train: 53.67% [671350/1251000] [536.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001344] [CE 4.557 (4.624)] [KD 5.115 (5.167)] +2024-10-13 03:41:20,408 - Train: 53.67% [671400/1251000] [536.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.001344] [CE 4.369 (4.655)] [KD 4.991 (5.160)] +2024-10-13 03:41:27,830 - Train: 53.67% [671450/1251000] [536.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.007] [optim_t 0.142] [lr 0.001344] [CE 4.497 (4.655)] [KD 5.037 (5.186)] +2024-10-13 03:41:35,508 - Train: 53.68% [671500/1251000] [536.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.001344] [CE 4.798 (4.684)] [KD 5.311 (5.197)] +2024-10-13 03:41:42,993 - Train: 53.68% [671550/1251000] [536.8/1000.0] [batch_t 0.153 (0.150)] [data_t 0.003] [optim_t 0.150] [lr 0.001344] [CE 4.821 (4.556)] [KD 5.323 (5.120)] +2024-10-13 03:41:50,570 - Train: 53.69% [671600/1251000] [536.9/1000.0] [batch_t 0.265 (0.151)] [data_t 0.005] [optim_t 0.260] [lr 0.001343] [CE 4.503 (4.669)] [KD 4.938 (5.129)] +2024-10-13 03:41:58,266 - Train: 53.69% [671650/1251000] [536.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001343] [CE 4.390 (4.612)] [KD 5.237 (5.167)] +2024-10-13 03:42:06,069 - Train: 53.69% [671700/1251000] [536.9/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.001343] [CE 4.393 (4.614)] [KD 5.190 (5.130)] +2024-10-13 03:42:13,528 - Train: 53.70% [671750/1251000] [537.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001343] [CE 4.798 (4.608)] [KD 5.435 (5.182)] +2024-10-13 03:42:24,806 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 32497] [top5_cnt 43064] [top_all 50000] +2024-10-13 03:42:24,807 - net: 64.994 (86.128) +2024-10-13 03:42:30,585 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 35828] [top5_cnt 45194] [top_all 50000] +2024-10-13 03:42:30,585 - net_E: 71.656 (90.388) +2024-10-13 03:42:30,802 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.656 (epoch: 537)] +2024-10-13 03:42:30,803 - ==> Total time: 1 day, 5:55:21 Eta: 1 day, 1:47:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 03:42:35,893 - Train: 53.70% [671800/1251000] [537.0/1000.0] [batch_t 0.145 (0.187)] [data_t 0.003] [optim_t 0.142] [lr 0.001343] [CE 4.785 (4.547)] [KD 5.214 (5.026)] +2024-10-13 03:42:43,440 - Train: 53.71% [671850/1251000] [537.1/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.001343] [CE 4.368 (4.595)] [KD 5.159 (5.153)] +2024-10-13 03:42:50,908 - Train: 53.71% [671900/1251000] [537.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001342] [CE 4.751 (4.689)] [KD 5.174 (5.154)] +2024-10-13 03:42:58,667 - Train: 53.71% [671950/1251000] [537.1/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.001342] [CE 4.995 (4.649)] [KD 5.228 (5.153)] +2024-10-13 03:43:06,423 - Train: 53.72% [672000/1251000] [537.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.007] [optim_t 0.142] [lr 0.001342] [CE 4.632 (4.648)] [KD 5.165 (5.126)] +2024-10-13 03:43:14,007 - Train: 53.72% [672050/1251000] [537.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.008] [optim_t 0.139] [lr 0.001342] [CE 4.678 (4.693)] [KD 5.244 (5.179)] +2024-10-13 03:43:21,603 - Train: 53.73% [672100/1251000] [537.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001342] [CE 5.053 (4.640)] [KD 5.397 (5.124)] +2024-10-13 03:43:29,223 - Train: 53.73% [672150/1251000] [537.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001341] [CE 4.370 (4.653)] [KD 4.997 (5.185)] +2024-10-13 03:43:36,810 - Train: 53.73% [672200/1251000] [537.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001341] [CE 4.935 (4.599)] [KD 5.463 (5.120)] +2024-10-13 03:43:44,244 - Train: 53.74% [672250/1251000] [537.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001341] [CE 4.711 (4.574)] [KD 5.455 (5.123)] +2024-10-13 03:43:52,013 - Train: 53.74% [672300/1251000] [537.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.001341] [CE 4.576 (4.639)] [KD 5.011 (5.175)] +2024-10-13 03:43:59,541 - Train: 53.75% [672350/1251000] [537.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.001341] [CE 4.668 (4.607)] [KD 5.243 (5.096)] +2024-10-13 03:44:07,033 - Train: 53.75% [672400/1251000] [537.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.001341] [CE 4.724 (4.661)] [KD 5.224 (5.097)] +2024-10-13 03:44:14,464 - Train: 53.75% [672450/1251000] [537.5/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.001340] [CE 4.971 (4.689)] [KD 5.385 (5.212)] +2024-10-13 03:44:22,194 - Train: 53.76% [672500/1251000] [537.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001340] [CE 5.013 (4.636)] [KD 5.377 (5.185)] +2024-10-13 03:44:29,933 - Train: 53.76% [672550/1251000] [537.6/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.001340] [CE 4.384 (4.531)] [KD 5.038 (5.089)] +2024-10-13 03:44:37,523 - Train: 53.76% [672600/1251000] [537.6/1000.0] [batch_t 0.160 (0.152)] [data_t 0.006] [optim_t 0.154] [lr 0.001340] [CE 4.679 (4.600)] [KD 5.124 (5.184)] +2024-10-13 03:44:45,154 - Train: 53.77% [672650/1251000] [537.7/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.001340] [CE 4.510 (4.651)] [KD 4.792 (5.141)] +2024-10-13 03:44:52,768 - Train: 53.77% [672700/1251000] [537.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.001339] [CE 4.785 (4.693)] [KD 5.249 (5.167)] +2024-10-13 03:45:00,225 - Train: 53.78% [672750/1251000] [537.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001339] [CE 5.116 (4.631)] [KD 5.242 (5.135)] +2024-10-13 03:45:07,890 - Train: 53.78% [672800/1251000] [537.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001339] [CE 4.772 (4.606)] [KD 5.502 (5.129)] +2024-10-13 03:45:15,721 - Train: 53.78% [672850/1251000] [537.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.001339] [CE 4.545 (4.735)] [KD 4.949 (5.251)] +2024-10-13 03:45:23,387 - Train: 53.79% [672900/1251000] [537.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001339] [CE 4.196 (4.653)] [KD 4.852 (5.202)] +2024-10-13 03:45:31,117 - Train: 53.79% [672950/1251000] [537.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001338] [CE 4.781 (4.596)] [KD 5.146 (5.167)] +2024-10-13 03:45:38,613 - Train: 53.80% [673000/1251000] [538.0/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001338] [CE 4.527 (4.612)] [KD 5.030 (5.116)] +2024-10-13 03:45:49,912 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 32993] [top5_cnt 43513] [top_all 50000] +2024-10-13 03:45:49,913 - net: 65.986 (87.026) +2024-10-13 03:45:55,699 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 35810] [top5_cnt 45201] [top_all 50000] +2024-10-13 03:45:55,700 - net_E: 71.620 (90.402) +2024-10-13 03:45:55,858 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.656 (epoch: 537)] +2024-10-13 03:45:55,858 - ==> Total time: 1 day, 5:58:46 Eta: 1 day, 1:44:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 03:45:59,856 - Train: 53.80% [673050/1251000] [538.0/1000.0] [batch_t 0.151 (0.188)] [data_t 0.004] [optim_t 0.147] [lr 0.001338] [CE 4.584 (4.394)] [KD 5.200 (5.028)] +2024-10-13 03:46:07,425 - Train: 53.80% [673100/1251000] [538.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001338] [CE 4.134 (4.608)] [KD 4.853 (5.065)] +2024-10-13 03:46:14,977 - Train: 53.81% [673150/1251000] [538.1/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.001338] [CE 5.143 (4.616)] [KD 5.338 (5.068)] +2024-10-13 03:46:22,930 - Train: 53.81% [673200/1251000] [538.1/1000.0] [batch_t 0.154 (0.159)] [data_t 0.004] [optim_t 0.150] [lr 0.001338] [CE 4.618 (4.640)] [KD 4.969 (5.115)] +2024-10-13 03:46:30,421 - Train: 53.82% [673250/1251000] [538.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.001337] [CE 4.460 (4.636)] [KD 5.454 (5.073)] +2024-10-13 03:46:38,038 - Train: 53.82% [673300/1251000] [538.2/1000.0] [batch_t 0.143 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.001337] [CE 4.738 (4.590)] [KD 5.207 (5.085)] +2024-10-13 03:46:45,514 - Train: 53.82% [673350/1251000] [538.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.001337] [CE 4.762 (4.646)] [KD 5.187 (5.140)] +2024-10-13 03:46:52,953 - Train: 53.83% [673400/1251000] [538.3/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.001337] [CE 4.781 (4.605)] [KD 5.163 (5.126)] +2024-10-13 03:47:00,479 - Train: 53.83% [673450/1251000] [538.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001337] [CE 4.984 (4.671)] [KD 5.232 (5.122)] +2024-10-13 03:47:08,205 - Train: 53.84% [673500/1251000] [538.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.001336] [CE 4.486 (4.651)] [KD 5.078 (5.196)] +2024-10-13 03:47:15,760 - Train: 53.84% [673550/1251000] [538.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001336] [CE 4.940 (4.611)] [KD 5.623 (5.162)] +2024-10-13 03:47:23,399 - Train: 53.84% [673600/1251000] [538.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.001336] [CE 5.184 (4.792)] [KD 5.448 (5.238)] +2024-10-13 03:47:30,973 - Train: 53.85% [673650/1251000] [538.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001336] [CE 4.753 (4.615)] [KD 5.400 (5.179)] +2024-10-13 03:47:38,403 - Train: 53.85% [673700/1251000] [538.5/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.001336] [CE 4.084 (4.602)] [KD 5.090 (5.177)] +2024-10-13 03:47:45,987 - Train: 53.86% [673750/1251000] [538.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001336] [CE 5.310 (4.665)] [KD 5.409 (5.133)] +2024-10-13 03:47:53,572 - Train: 53.86% [673800/1251000] [538.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001335] [CE 4.871 (4.658)] [KD 5.368 (5.169)] +2024-10-13 03:48:01,161 - Train: 53.86% [673850/1251000] [538.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001335] [CE 4.359 (4.567)] [KD 5.120 (5.092)] +2024-10-13 03:48:08,822 - Train: 53.87% [673900/1251000] [538.7/1000.0] [batch_t 0.159 (0.153)] [data_t 0.005] [optim_t 0.154] [lr 0.001335] [CE 5.021 (4.629)] [KD 5.453 (5.197)] +2024-10-13 03:48:16,431 - Train: 53.87% [673950/1251000] [538.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.001335] [CE 4.805 (4.639)] [KD 5.213 (5.181)] +2024-10-13 03:48:23,908 - Train: 53.88% [674000/1251000] [538.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001335] [CE 4.862 (4.634)] [KD 5.341 (5.129)] +2024-10-13 03:48:31,818 - Train: 53.88% [674050/1251000] [538.8/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.001334] [CE 4.676 (4.595)] [KD 5.146 (5.155)] +2024-10-13 03:48:39,278 - Train: 53.88% [674100/1251000] [538.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001334] [CE 4.772 (4.609)] [KD 5.459 (5.157)] +2024-10-13 03:48:46,896 - Train: 53.89% [674150/1251000] [538.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001334] [CE 4.487 (4.650)] [KD 5.207 (5.155)] +2024-10-13 03:48:54,420 - Train: 53.89% [674200/1251000] [538.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.001334] [CE 4.980 (4.647)] [KD 5.328 (5.167)] +2024-10-13 03:49:01,972 - Train: 53.90% [674250/1251000] [539.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001334] [CE 4.833 (4.674)] [KD 5.303 (5.171)] +2024-10-13 03:49:13,556 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 32670] [top5_cnt 43434] [top_all 50000] +2024-10-13 03:49:13,557 - net: 65.340 (86.868) +2024-10-13 03:49:19,311 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 35803] [top5_cnt 45196] [top_all 50000] +2024-10-13 03:49:19,311 - net_E: 71.606 (90.392) +2024-10-13 03:49:19,522 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.656 (epoch: 537)] +2024-10-13 03:49:19,522 - ==> Total time: 1 day, 6:02:10 Eta: 1 day, 1:41:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 03:49:23,412 - Train: 53.90% [674300/1251000] [539.0/1000.0] [batch_t 0.150 (0.199)] [data_t 0.003] [optim_t 0.147] [lr 0.001333] [CE 4.268 (4.394)] [KD 4.723 (5.053)] +2024-10-13 03:49:31,294 - Train: 53.90% [674350/1251000] [539.0/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.001333] [CE 4.600 (4.606)] [KD 5.056 (5.097)] +2024-10-13 03:49:38,839 - Train: 53.91% [674400/1251000] [539.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001333] [CE 4.547 (4.643)] [KD 5.073 (5.106)] +2024-10-13 03:49:46,586 - Train: 53.91% [674450/1251000] [539.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.001333] [CE 4.555 (4.609)] [KD 5.212 (5.097)] +2024-10-13 03:49:54,235 - Train: 53.92% [674500/1251000] [539.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001333] [CE 4.451 (4.610)] [KD 5.123 (5.118)] +2024-10-13 03:50:01,876 - Train: 53.92% [674550/1251000] [539.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001333] [CE 4.599 (4.684)] [KD 5.288 (5.149)] +2024-10-13 03:50:09,412 - Train: 53.92% [674600/1251000] [539.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001332] [CE 4.341 (4.677)] [KD 5.213 (5.127)] +2024-10-13 03:50:17,120 - Train: 53.93% [674650/1251000] [539.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001332] [CE 4.833 (4.630)] [KD 5.335 (5.116)] +2024-10-13 03:50:24,617 - Train: 53.93% [674700/1251000] [539.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.001332] [CE 4.826 (4.668)] [KD 5.362 (5.162)] +2024-10-13 03:50:32,270 - Train: 53.94% [674750/1251000] [539.4/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.001332] [CE 4.607 (4.630)] [KD 5.144 (5.131)] +2024-10-13 03:50:40,015 - Train: 53.94% [674800/1251000] [539.4/1000.0] [batch_t 0.162 (0.155)] [data_t 0.005] [optim_t 0.157] [lr 0.001332] [CE 4.923 (4.608)] [KD 5.233 (5.124)] +2024-10-13 03:50:47,684 - Train: 53.94% [674850/1251000] [539.4/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.001331] [CE 4.623 (4.635)] [KD 4.892 (5.165)] +2024-10-13 03:50:55,445 - Train: 53.95% [674900/1251000] [539.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001331] [CE 4.628 (4.588)] [KD 4.952 (5.112)] +2024-10-13 03:51:03,040 - Train: 53.95% [674950/1251000] [539.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001331] [CE 4.188 (4.643)] [KD 4.890 (5.158)] +2024-10-13 03:51:10,690 - Train: 53.96% [675000/1251000] [539.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001331] [CE 4.788 (4.639)] [KD 5.236 (5.124)] +2024-10-13 03:51:18,190 - Train: 53.96% [675050/1251000] [539.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.001331] [CE 4.607 (4.595)] [KD 4.885 (5.140)] +2024-10-13 03:51:25,754 - Train: 53.96% [675100/1251000] [539.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001331] [CE 4.356 (4.583)] [KD 4.946 (5.104)] +2024-10-13 03:51:33,284 - Train: 53.97% [675150/1251000] [539.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.006] [optim_t 0.139] [lr 0.001330] [CE 4.808 (4.599)] [KD 5.060 (5.096)] +2024-10-13 03:51:40,980 - Train: 53.97% [675200/1251000] [539.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001330] [CE 4.409 (4.711)] [KD 5.065 (5.215)] +2024-10-13 03:51:48,580 - Train: 53.98% [675250/1251000] [539.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001330] [CE 4.525 (4.677)] [KD 4.918 (5.174)] +2024-10-13 03:51:56,258 - Train: 53.98% [675300/1251000] [539.8/1000.0] [batch_t 0.280 (0.153)] [data_t 0.004] [optim_t 0.276] [lr 0.001330] [CE 4.167 (4.670)] [KD 4.757 (5.121)] +2024-10-13 03:52:03,918 - Train: 53.98% [675350/1251000] [539.8/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.153] [lr 0.001330] [CE 4.793 (4.619)] [KD 5.330 (5.167)] +2024-10-13 03:52:11,490 - Train: 53.99% [675400/1251000] [539.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001329] [CE 4.547 (4.610)] [KD 4.991 (5.192)] +2024-10-13 03:52:18,988 - Train: 53.99% [675450/1251000] [539.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.001329] [CE 4.094 (4.626)] [KD 4.690 (5.170)] +2024-10-13 03:52:26,643 - Train: 54.00% [675500/1251000] [540.0/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.001329] [CE 4.534 (4.619)] [KD 5.222 (5.127)] +2024-10-13 03:52:38,229 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 32718] [top5_cnt 43360] [top_all 50000] +2024-10-13 03:52:38,229 - net: 65.436 (86.720) +2024-10-13 03:52:44,054 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 35822] [top5_cnt 45190] [top_all 50000] +2024-10-13 03:52:44,055 - net_E: 71.644 (90.380) +2024-10-13 03:52:44,221 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.656 (epoch: 537)] +2024-10-13 03:52:44,222 - ==> Total time: 1 day, 6:05:35 Eta: 1 day, 1:38:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 03:52:48,443 - Train: 54.00% [675550/1251000] [540.0/1000.0] [batch_t 0.150 (0.187)] [data_t 0.004] [optim_t 0.146] [lr 0.001329] [CE 4.972 (4.829)] [KD 5.196 (5.161)] +2024-10-13 03:52:55,993 - Train: 54.00% [675600/1251000] [540.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.001329] [CE 4.536 (4.584)] [KD 5.080 (5.084)] +2024-10-13 03:53:03,867 - Train: 54.01% [675650/1251000] [540.1/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.001328] [CE 4.946 (4.573)] [KD 5.449 (5.081)] +2024-10-13 03:53:11,502 - Train: 54.01% [675700/1251000] [540.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.007] [optim_t 0.144] [lr 0.001328] [CE 5.053 (4.655)] [KD 5.226 (5.130)] +2024-10-13 03:53:19,098 - Train: 54.02% [675750/1251000] [540.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001328] [CE 4.941 (4.696)] [KD 5.105 (5.157)] +2024-10-13 03:53:26,809 - Train: 54.02% [675800/1251000] [540.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001328] [CE 4.858 (4.658)] [KD 4.827 (5.150)] +2024-10-13 03:53:34,417 - Train: 54.02% [675850/1251000] [540.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001328] [CE 4.649 (4.568)] [KD 5.187 (5.169)] +2024-10-13 03:53:41,877 - Train: 54.03% [675900/1251000] [540.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001328] [CE 4.672 (4.716)] [KD 5.305 (5.191)] +2024-10-13 03:53:49,489 - Train: 54.03% [675950/1251000] [540.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001327] [CE 4.258 (4.623)] [KD 4.778 (5.087)] +2024-10-13 03:53:56,989 - Train: 54.04% [676000/1251000] [540.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001327] [CE 4.845 (4.581)] [KD 5.525 (5.089)] +2024-10-13 03:54:04,845 - Train: 54.04% [676050/1251000] [540.4/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.001327] [CE 4.628 (4.647)] [KD 5.279 (5.144)] +2024-10-13 03:54:12,535 - Train: 54.04% [676100/1251000] [540.4/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.001327] [CE 4.992 (4.676)] [KD 5.192 (5.147)] +2024-10-13 03:54:20,400 - Train: 54.05% [676150/1251000] [540.5/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.001327] [CE 4.665 (4.604)] [KD 5.099 (5.160)] +2024-10-13 03:54:27,922 - Train: 54.05% [676200/1251000] [540.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.001326] [CE 4.506 (4.611)] [KD 5.014 (5.166)] +2024-10-13 03:54:35,423 - Train: 54.06% [676250/1251000] [540.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001326] [CE 4.653 (4.638)] [KD 4.838 (5.093)] +2024-10-13 03:54:42,908 - Train: 54.06% [676300/1251000] [540.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001326] [CE 4.801 (4.660)] [KD 5.340 (5.134)] +2024-10-13 03:54:50,510 - Train: 54.06% [676350/1251000] [540.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001326] [CE 4.623 (4.592)] [KD 5.298 (5.106)] +2024-10-13 03:54:58,109 - Train: 54.07% [676400/1251000] [540.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.001326] [CE 5.355 (4.614)] [KD 5.526 (5.083)] +2024-10-13 03:55:05,877 - Train: 54.07% [676450/1251000] [540.7/1000.0] [batch_t 0.287 (0.155)] [data_t 0.005] [optim_t 0.282] [lr 0.001326] [CE 4.818 (4.606)] [KD 5.023 (5.155)] +2024-10-13 03:55:13,605 - Train: 54.08% [676500/1251000] [540.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001325] [CE 4.837 (4.695)] [KD 5.266 (5.210)] +2024-10-13 03:55:21,179 - Train: 54.08% [676550/1251000] [540.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001325] [CE 4.858 (4.639)] [KD 5.440 (5.183)] +2024-10-13 03:55:28,789 - Train: 54.08% [676600/1251000] [540.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.001325] [CE 4.656 (4.669)] [KD 5.184 (5.164)] +2024-10-13 03:55:36,218 - Train: 54.09% [676650/1251000] [540.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.001325] [CE 4.700 (4.666)] [KD 5.166 (5.174)] +2024-10-13 03:55:43,755 - Train: 54.09% [676700/1251000] [540.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001325] [CE 4.463 (4.597)] [KD 4.931 (5.152)] +2024-10-13 03:55:51,278 - Train: 54.10% [676750/1251000] [541.0/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.151] [lr 0.001324] [CE 4.250 (4.603)] [KD 4.846 (5.099)] +2024-10-13 03:56:02,973 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 32909] [top5_cnt 43436] [top_all 50000] +2024-10-13 03:56:02,974 - net: 65.818 (86.872) +2024-10-13 03:56:08,797 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 35836] [top5_cnt 45179] [top_all 50000] +2024-10-13 03:56:08,798 - net_E: 71.672 (90.358) +2024-10-13 03:56:08,960 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.672 (epoch: 541)] +2024-10-13 03:56:08,960 - ==> Total time: 1 day, 6:09:00 Eta: 1 day, 1:34:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 03:56:13,365 - Train: 54.10% [676800/1251000] [541.0/1000.0] [batch_t 0.145 (0.189)] [data_t 0.004] [optim_t 0.142] [lr 0.001324] [CE 4.622 (4.622)] [KD 4.974 (5.080)] +2024-10-13 03:56:21,152 - Train: 54.10% [676850/1251000] [541.0/1000.0] [batch_t 0.145 (0.156)] [data_t 0.003] [optim_t 0.142] [lr 0.001324] [CE 4.480 (4.615)] [KD 4.892 (5.070)] +2024-10-13 03:56:28,583 - Train: 54.11% [676900/1251000] [541.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001324] [CE 4.800 (4.556)] [KD 5.089 (5.042)] +2024-10-13 03:56:36,307 - Train: 54.11% [676950/1251000] [541.1/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.001324] [CE 4.592 (4.610)] [KD 5.163 (5.078)] +2024-10-13 03:56:43,750 - Train: 54.12% [677000/1251000] [541.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.001323] [CE 4.525 (4.638)] [KD 4.537 (5.109)] +2024-10-13 03:56:51,329 - Train: 54.12% [677050/1251000] [541.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001323] [CE 4.817 (4.581)] [KD 5.136 (5.013)] +2024-10-13 03:56:58,941 - Train: 54.12% [677100/1251000] [541.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001323] [CE 4.342 (4.574)] [KD 4.988 (5.032)] +2024-10-13 03:57:06,433 - Train: 54.13% [677150/1251000] [541.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001323] [CE 4.455 (4.649)] [KD 5.225 (5.117)] +2024-10-13 03:57:14,045 - Train: 54.13% [677200/1251000] [541.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001323] [CE 4.958 (4.593)] [KD 5.030 (5.084)] +2024-10-13 03:57:21,919 - Train: 54.14% [677250/1251000] [541.4/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.001323] [CE 4.734 (4.578)] [KD 5.170 (5.059)] +2024-10-13 03:57:29,504 - Train: 54.14% [677300/1251000] [541.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001322] [CE 4.866 (4.605)] [KD 5.349 (5.073)] +2024-10-13 03:57:37,117 - Train: 54.14% [677350/1251000] [541.4/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.001322] [CE 4.373 (4.600)] [KD 4.768 (5.098)] +2024-10-13 03:57:44,653 - Train: 54.15% [677400/1251000] [541.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001322] [CE 4.534 (4.632)] [KD 5.176 (5.154)] +2024-10-13 03:57:52,077 - Train: 54.15% [677450/1251000] [541.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.001322] [CE 4.628 (4.613)] [KD 5.336 (5.125)] +2024-10-13 03:57:59,732 - Train: 54.16% [677500/1251000] [541.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.006] [optim_t 0.139] [lr 0.001322] [CE 4.571 (4.694)] [KD 5.114 (5.165)] +2024-10-13 03:58:07,269 - Train: 54.16% [677550/1251000] [541.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001321] [CE 4.830 (4.592)] [KD 5.048 (5.087)] +2024-10-13 03:58:14,925 - Train: 54.16% [677600/1251000] [541.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.001321] [CE 4.881 (4.582)] [KD 5.097 (5.023)] +2024-10-13 03:58:22,470 - Train: 54.17% [677650/1251000] [541.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001321] [CE 5.111 (4.668)] [KD 5.443 (5.191)] +2024-10-13 03:58:30,113 - Train: 54.17% [677700/1251000] [541.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001321] [CE 4.722 (4.697)] [KD 5.401 (5.169)] +2024-10-13 03:58:37,507 - Train: 54.18% [677750/1251000] [541.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.001321] [CE 4.941 (4.678)] [KD 5.351 (5.144)] +2024-10-13 03:58:45,159 - Train: 54.18% [677800/1251000] [541.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.001321] [CE 4.757 (4.592)] [KD 5.113 (5.097)] +2024-10-13 03:58:52,559 - Train: 54.18% [677850/1251000] [541.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.001320] [CE 4.923 (4.583)] [KD 5.093 (5.145)] +2024-10-13 03:59:00,207 - Train: 54.19% [677900/1251000] [541.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001320] [CE 4.656 (4.601)] [KD 5.222 (5.170)] +2024-10-13 03:59:07,829 - Train: 54.19% [677950/1251000] [541.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001320] [CE 4.642 (4.611)] [KD 4.905 (5.123)] +2024-10-13 03:59:15,261 - Train: 54.20% [678000/1251000] [542.0/1000.0] [batch_t 0.150 (0.149)] [data_t 0.007] [optim_t 0.143] [lr 0.001320] [CE 4.940 (4.594)] [KD 5.563 (5.125)] +2024-10-13 03:59:27,145 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 32852] [top5_cnt 43433] [top_all 50000] +2024-10-13 03:59:27,146 - net: 65.704 (86.866) +2024-10-13 03:59:33,111 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 35879] [top5_cnt 45230] [top_all 50000] +2024-10-13 03:59:33,112 - net_E: 71.758 (90.460) +2024-10-13 03:59:33,280 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.758 (epoch: 542)] +2024-10-13 03:59:33,281 - ==> Total time: 1 day, 6:12:24 Eta: 1 day, 1:31:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 03:59:37,867 - Train: 54.20% [678050/1251000] [542.0/1000.0] [batch_t 0.151 (0.230)] [data_t 0.005] [optim_t 0.146] [lr 0.001320] [CE 4.871 (4.652)] [KD 5.118 (5.076)] +2024-10-13 03:59:45,743 - Train: 54.20% [678100/1251000] [542.0/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.001319] [CE 4.203 (4.638)] [KD 4.978 (5.119)] +2024-10-13 03:59:53,221 - Train: 54.21% [678150/1251000] [542.1/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.001319] [CE 4.736 (4.623)] [KD 4.842 (5.077)] +2024-10-13 04:00:00,879 - Train: 54.21% [678200/1251000] [542.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001319] [CE 4.773 (4.555)] [KD 5.174 (5.116)] +2024-10-13 04:00:08,476 - Train: 54.22% [678250/1251000] [542.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001319] [CE 4.251 (4.684)] [KD 5.148 (5.121)] +2024-10-13 04:00:15,938 - Train: 54.22% [678300/1251000] [542.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.001319] [CE 4.223 (4.625)] [KD 4.928 (5.096)] +2024-10-13 04:00:23,657 - Train: 54.22% [678350/1251000] [542.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001318] [CE 4.957 (4.671)] [KD 5.285 (5.119)] +2024-10-13 04:00:31,215 - Train: 54.23% [678400/1251000] [542.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001318] [CE 4.514 (4.605)] [KD 5.169 (5.035)] +2024-10-13 04:00:38,904 - Train: 54.23% [678450/1251000] [542.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001318] [CE 4.002 (4.682)] [KD 4.828 (5.197)] +2024-10-13 04:00:46,459 - Train: 54.24% [678500/1251000] [542.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001318] [CE 4.576 (4.594)] [KD 5.021 (5.050)] +2024-10-13 04:00:54,004 - Train: 54.24% [678550/1251000] [542.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001318] [CE 5.023 (4.611)] [KD 5.113 (5.055)] +2024-10-13 04:01:01,418 - Train: 54.24% [678600/1251000] [542.4/1000.0] [batch_t 0.153 (0.148)] [data_t 0.004] [optim_t 0.150] [lr 0.001318] [CE 4.513 (4.663)] [KD 4.945 (5.124)] +2024-10-13 04:01:09,200 - Train: 54.25% [678650/1251000] [542.5/1000.0] [batch_t 0.144 (0.156)] [data_t 0.004] [optim_t 0.140] [lr 0.001317] [CE 4.438 (4.658)] [KD 4.949 (5.112)] +2024-10-13 04:01:16,726 - Train: 54.25% [678700/1251000] [542.5/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.001317] [CE 4.995 (4.530)] [KD 5.378 (5.055)] +2024-10-13 04:01:24,266 - Train: 54.26% [678750/1251000] [542.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001317] [CE 4.560 (4.686)] [KD 5.107 (5.117)] +2024-10-13 04:01:31,723 - Train: 54.26% [678800/1251000] [542.6/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.001317] [CE 4.519 (4.662)] [KD 5.021 (5.137)] +2024-10-13 04:01:39,528 - Train: 54.26% [678850/1251000] [542.6/1000.0] [batch_t 0.154 (0.156)] [data_t 0.003] [optim_t 0.151] [lr 0.001317] [CE 4.953 (4.656)] [KD 5.294 (5.125)] +2024-10-13 04:01:46,971 - Train: 54.27% [678900/1251000] [542.7/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.001316] [CE 5.013 (4.597)] [KD 4.999 (5.124)] +2024-10-13 04:01:54,629 - Train: 54.27% [678950/1251000] [542.7/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.001316] [CE 4.292 (4.636)] [KD 4.971 (5.181)] +2024-10-13 04:02:02,048 - Train: 54.28% [679000/1251000] [542.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001316] [CE 5.001 (4.689)] [KD 5.600 (5.096)] +2024-10-13 04:02:09,757 - Train: 54.28% [679050/1251000] [542.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001316] [CE 4.869 (4.660)] [KD 5.175 (5.199)] +2024-10-13 04:02:17,132 - Train: 54.28% [679100/1251000] [542.8/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.001316] [CE 4.652 (4.650)] [KD 5.059 (5.123)] +2024-10-13 04:02:24,557 - Train: 54.29% [679150/1251000] [542.9/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.001316] [CE 4.550 (4.585)] [KD 5.118 (5.181)] +2024-10-13 04:02:32,170 - Train: 54.29% [679200/1251000] [542.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001315] [CE 4.536 (4.624)] [KD 5.289 (5.157)] +2024-10-13 04:02:39,902 - Train: 54.30% [679250/1251000] [543.0/1000.0] [batch_t 0.153 (0.155)] [data_t 0.006] [optim_t 0.147] [lr 0.001315] [CE 4.831 (4.688)] [KD 5.225 (5.197)] +2024-10-13 04:02:52,185 - Test (net): 100.00% [50/50] [batch_t 0.185 (0.107)] [top1_cnt 32986] [top5_cnt 43499] [top_all 50000] +2024-10-13 04:02:52,185 - net: 65.972 (86.998) +2024-10-13 04:02:58,146 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 35874] [top5_cnt 45233] [top_all 50000] +2024-10-13 04:02:58,147 - net_E: 71.748 (90.466) +2024-10-13 04:02:58,312 - Max [top1: 66.396 (epoch: 495)] [top1-ema: 71.758 (epoch: 542)] +2024-10-13 04:02:58,313 - ==> Total time: 1 day, 6:15:49 Eta: 1 day, 1:28:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 04:03:01,346 - Train: 54.30% [679300/1251000] [543.0/1000.0] [batch_t 0.148 (0.218)] [data_t 0.003] [optim_t 0.145] [lr 0.001315] [CE 4.466 (4.715)] [KD 4.867 (5.097)] +2024-10-13 04:03:09,020 - Train: 54.30% [679350/1251000] [543.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001315] [CE 4.355 (4.580)] [KD 5.079 (5.052)] +2024-10-13 04:03:16,730 - Train: 54.31% [679400/1251000] [543.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001315] [CE 5.074 (4.626)] [KD 5.243 (5.127)] +2024-10-13 04:03:24,317 - Train: 54.31% [679450/1251000] [543.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001314] [CE 4.542 (4.647)] [KD 5.013 (5.181)] +2024-10-13 04:03:32,041 - Train: 54.32% [679500/1251000] [543.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001314] [CE 4.767 (4.691)] [KD 5.027 (5.169)] +2024-10-13 04:03:39,518 - Train: 54.32% [679550/1251000] [543.2/1000.0] [batch_t 0.158 (0.149)] [data_t 0.004] [optim_t 0.154] [lr 0.001314] [CE 5.040 (4.642)] [KD 5.268 (5.134)] +2024-10-13 04:03:46,986 - Train: 54.32% [679600/1251000] [543.2/1000.0] [batch_t 0.156 (0.149)] [data_t 0.003] [optim_t 0.153] [lr 0.001314] [CE 4.791 (4.581)] [KD 5.246 (5.109)] +2024-10-13 04:03:54,825 - Train: 54.33% [679650/1251000] [543.3/1000.0] [batch_t 0.283 (0.157)] [data_t 0.005] [optim_t 0.278] [lr 0.001314] [CE 4.642 (4.602)] [KD 4.903 (5.137)] +2024-10-13 04:04:02,591 - Train: 54.33% [679700/1251000] [543.3/1000.0] [batch_t 0.163 (0.155)] [data_t 0.004] [optim_t 0.159] [lr 0.001314] [CE 4.796 (4.632)] [KD 4.959 (5.080)] +2024-10-13 04:04:10,241 - Train: 54.34% [679750/1251000] [543.4/1000.0] [batch_t 0.157 (0.153)] [data_t 0.003] [optim_t 0.153] [lr 0.001313] [CE 4.482 (4.611)] [KD 4.902 (5.069)] +2024-10-13 04:04:17,986 - Train: 54.34% [679800/1251000] [543.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001313] [CE 4.069 (4.651)] [KD 4.884 (5.131)] +2024-10-13 04:04:25,763 - Train: 54.34% [679850/1251000] [543.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.001313] [CE 4.437 (4.737)] [KD 4.920 (5.186)] +2024-10-13 04:04:33,252 - Train: 54.35% [679900/1251000] [543.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001313] [CE 4.427 (4.624)] [KD 4.826 (5.065)] +2024-10-13 04:04:40,742 - Train: 54.35% [679950/1251000] [543.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001313] [CE 4.458 (4.642)] [KD 5.092 (5.130)] +2024-10-13 04:04:48,427 - Train: 54.36% [680000/1251000] [543.6/1000.0] [batch_t 0.163 (0.154)] [data_t 0.005] [optim_t 0.159] [lr 0.001312] [CE 4.130 (4.569)] [KD 4.967 (5.055)] +2024-10-13 04:04:56,010 - Train: 54.36% [680050/1251000] [543.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001312] [CE 4.611 (4.630)] [KD 5.107 (5.206)] +2024-10-13 04:05:03,876 - Train: 54.36% [680100/1251000] [543.6/1000.0] [batch_t 0.146 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.001312] [CE 5.140 (4.590)] [KD 5.405 (5.088)] +2024-10-13 04:05:11,383 - Train: 54.37% [680150/1251000] [543.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001312] [CE 4.599 (4.627)] [KD 5.024 (5.104)] +2024-10-13 04:05:18,952 - Train: 54.37% [680200/1251000] [543.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001312] [CE 4.260 (4.621)] [KD 4.913 (5.148)] +2024-10-13 04:05:26,558 - Train: 54.38% [680250/1251000] [543.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.001311] [CE 4.646 (4.625)] [KD 5.136 (5.120)] +2024-10-13 04:05:34,359 - Train: 54.38% [680300/1251000] [543.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.001311] [CE 4.758 (4.729)] [KD 5.269 (5.216)] +2024-10-13 04:05:41,812 - Train: 54.38% [680350/1251000] [543.8/1000.0] [batch_t 0.153 (0.149)] [data_t 0.006] [optim_t 0.147] [lr 0.001311] [CE 4.800 (4.663)] [KD 5.147 (5.127)] +2024-10-13 04:05:49,475 - Train: 54.39% [680400/1251000] [543.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001311] [CE 4.944 (4.601)] [KD 5.326 (5.115)] +2024-10-13 04:05:56,943 - Train: 54.39% [680450/1251000] [543.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001311] [CE 4.248 (4.636)] [KD 4.977 (5.140)] +2024-10-13 04:06:04,577 - Train: 54.40% [680500/1251000] [544.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001311] [CE 4.645 (4.652)] [KD 4.828 (5.131)] +2024-10-13 04:06:16,889 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 33265] [top5_cnt 43729] [top_all 50000] +2024-10-13 04:06:16,890 - net: 66.530 (87.458) +2024-10-13 04:06:22,721 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 35820] [top5_cnt 45238] [top_all 50000] +2024-10-13 04:06:22,722 - net_E: 71.640 (90.476) +2024-10-13 04:06:22,894 - Max [top1: 66.530 (epoch: 544)] [top1-ema: 71.758 (epoch: 542)] +2024-10-13 04:06:22,894 - ==> Total time: 1 day, 6:19:13 Eta: 1 day, 1:24:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 04:06:26,466 - Train: 54.40% [680550/1251000] [544.0/1000.0] [batch_t 0.147 (0.217)] [data_t 0.005] [optim_t 0.142] [lr 0.001310] [CE 4.521 (4.716)] [KD 5.134 (5.184)] +2024-10-13 04:06:34,017 - Train: 54.40% [680600/1251000] [544.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001310] [CE 4.702 (4.593)] [KD 5.136 (5.078)] +2024-10-13 04:06:41,596 - Train: 54.41% [680650/1251000] [544.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.007] [optim_t 0.145] [lr 0.001310] [CE 3.994 (4.646)] [KD 4.625 (5.099)] +2024-10-13 04:06:49,314 - Train: 54.41% [680700/1251000] [544.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.001310] [CE 4.426 (4.654)] [KD 5.224 (5.123)] +2024-10-13 04:06:56,915 - Train: 54.42% [680750/1251000] [544.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001310] [CE 4.867 (4.579)] [KD 5.334 (5.012)] +2024-10-13 04:07:04,426 - Train: 54.42% [680800/1251000] [544.2/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.001309] [CE 4.912 (4.625)] [KD 5.160 (5.194)] +2024-10-13 04:07:11,995 - Train: 54.42% [680850/1251000] [544.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001309] [CE 4.403 (4.618)] [KD 5.071 (5.093)] +2024-10-13 04:07:19,651 - Train: 54.43% [680900/1251000] [544.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001309] [CE 4.707 (4.634)] [KD 5.070 (5.137)] +2024-10-13 04:07:27,376 - Train: 54.43% [680950/1251000] [544.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001309] [CE 4.853 (4.612)] [KD 5.205 (5.140)] +2024-10-13 04:07:34,942 - Train: 54.44% [681000/1251000] [544.4/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.001309] [CE 4.705 (4.659)] [KD 5.232 (5.170)] +2024-10-13 04:07:42,506 - Train: 54.44% [681050/1251000] [544.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.007] [optim_t 0.142] [lr 0.001309] [CE 4.506 (4.629)] [KD 5.037 (5.145)] +2024-10-13 04:07:50,118 - Train: 54.44% [681100/1251000] [544.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001308] [CE 3.924 (4.653)] [KD 4.989 (5.139)] +2024-10-13 04:07:57,604 - Train: 54.45% [681150/1251000] [544.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001308] [CE 4.265 (4.677)] [KD 4.908 (5.139)] +2024-10-13 04:08:05,135 - Train: 54.45% [681200/1251000] [544.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001308] [CE 4.980 (4.584)] [KD 5.577 (5.073)] +2024-10-13 04:08:12,577 - Train: 54.46% [681250/1251000] [544.6/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.001308] [CE 4.390 (4.547)] [KD 5.125 (5.112)] +2024-10-13 04:08:20,366 - Train: 54.46% [681300/1251000] [544.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.001308] [CE 5.350 (4.686)] [KD 5.733 (5.204)] +2024-10-13 04:08:27,992 - Train: 54.46% [681350/1251000] [544.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.001307] [CE 4.907 (4.626)] [KD 5.323 (5.212)] +2024-10-13 04:08:35,644 - Train: 54.47% [681400/1251000] [544.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001307] [CE 4.797 (4.621)] [KD 5.010 (5.163)] +2024-10-13 04:08:43,192 - Train: 54.47% [681450/1251000] [544.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001307] [CE 5.129 (4.628)] [KD 5.768 (5.221)] +2024-10-13 04:08:50,717 - Train: 54.48% [681500/1251000] [544.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001307] [CE 4.814 (4.620)] [KD 5.343 (5.082)] +2024-10-13 04:08:58,348 - Train: 54.48% [681550/1251000] [544.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.007] [optim_t 0.140] [lr 0.001307] [CE 4.153 (4.641)] [KD 4.702 (5.163)] +2024-10-13 04:09:05,979 - Train: 54.48% [681600/1251000] [544.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001306] [CE 4.851 (4.599)] [KD 4.838 (5.139)] +2024-10-13 04:09:13,467 - Train: 54.49% [681650/1251000] [544.9/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.001306] [CE 4.588 (4.646)] [KD 5.110 (5.126)] +2024-10-13 04:09:21,055 - Train: 54.49% [681700/1251000] [544.9/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.001306] [CE 4.447 (4.619)] [KD 5.136 (5.165)] +2024-10-13 04:09:28,500 - Train: 54.50% [681750/1251000] [545.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001306] [CE 4.477 (4.679)] [KD 5.030 (5.141)] +2024-10-13 04:09:41,145 - Test (net): 100.00% [50/50] [batch_t 0.080 (0.105)] [top1_cnt 33196] [top5_cnt 43632] [top_all 50000] +2024-10-13 04:09:41,146 - net: 66.392 (87.264) +2024-10-13 04:09:46,947 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 35835] [top5_cnt 45238] [top_all 50000] +2024-10-13 04:09:46,948 - net_E: 71.670 (90.476) +2024-10-13 04:09:47,131 - Max [top1: 66.530 (epoch: 544)] [top1-ema: 71.758 (epoch: 542)] +2024-10-13 04:09:47,131 - ==> Total time: 1 day, 6:22:38 Eta: 1 day, 1:21:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 04:09:49,989 - Train: 54.50% [681800/1251000] [545.0/1000.0] [batch_t 0.146 (0.242)] [data_t 0.005] [optim_t 0.141] [lr 0.001306] [CE 4.449 (4.424)] [KD 5.071 (5.080)] +2024-10-13 04:09:57,661 - Train: 54.50% [681850/1251000] [545.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001306] [CE 5.142 (4.589)] [KD 5.432 (5.058)] +2024-10-13 04:10:05,450 - Train: 54.51% [681900/1251000] [545.1/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.001305] [CE 4.278 (4.614)] [KD 4.592 (5.067)] +2024-10-13 04:10:13,150 - Train: 54.51% [681950/1251000] [545.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001305] [CE 5.167 (4.564)] [KD 5.437 (5.034)] +2024-10-13 04:10:20,584 - Train: 54.52% [682000/1251000] [545.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.001305] [CE 4.599 (4.687)] [KD 4.978 (5.130)] +2024-10-13 04:10:28,121 - Train: 54.52% [682050/1251000] [545.2/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.001305] [CE 4.365 (4.662)] [KD 5.139 (5.188)] +2024-10-13 04:10:35,553 - Train: 54.52% [682100/1251000] [545.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.001305] [CE 4.402 (4.665)] [KD 5.143 (5.122)] +2024-10-13 04:10:43,137 - Train: 54.53% [682150/1251000] [545.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001304] [CE 4.833 (4.705)] [KD 5.198 (5.162)] +2024-10-13 04:10:50,716 - Train: 54.53% [682200/1251000] [545.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001304] [CE 5.089 (4.656)] [KD 5.270 (5.102)] +2024-10-13 04:10:58,566 - Train: 54.54% [682250/1251000] [545.4/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.001304] [CE 4.171 (4.626)] [KD 4.773 (5.091)] +2024-10-13 04:11:06,243 - Train: 54.54% [682300/1251000] [545.4/1000.0] [batch_t 0.159 (0.153)] [data_t 0.005] [optim_t 0.154] [lr 0.001304] [CE 4.889 (4.604)] [KD 5.139 (5.123)] +2024-10-13 04:11:13,985 - Train: 54.54% [682350/1251000] [545.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.001304] [CE 4.296 (4.611)] [KD 5.204 (5.149)] +2024-10-13 04:11:21,495 - Train: 54.55% [682400/1251000] [545.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001304] [CE 4.281 (4.619)] [KD 5.167 (5.205)] +2024-10-13 04:11:29,045 - Train: 54.55% [682450/1251000] [545.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.001303] [CE 4.843 (4.617)] [KD 4.862 (5.129)] +2024-10-13 04:11:36,538 - Train: 54.56% [682500/1251000] [545.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001303] [CE 4.443 (4.644)] [KD 5.335 (5.154)] +2024-10-13 04:11:44,152 - Train: 54.56% [682550/1251000] [545.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001303] [CE 4.077 (4.683)] [KD 4.981 (5.220)] +2024-10-13 04:11:51,861 - Train: 54.56% [682600/1251000] [545.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001303] [CE 4.381 (4.656)] [KD 5.247 (5.117)] +2024-10-13 04:11:59,544 - Train: 54.57% [682650/1251000] [545.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001303] [CE 4.611 (4.588)] [KD 4.876 (5.116)] +2024-10-13 04:12:07,211 - Train: 54.57% [682700/1251000] [545.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001302] [CE 4.361 (4.617)] [KD 5.084 (5.141)] +2024-10-13 04:12:14,972 - Train: 54.58% [682750/1251000] [545.8/1000.0] [batch_t 0.156 (0.155)] [data_t 0.003] [optim_t 0.153] [lr 0.001302] [CE 4.046 (4.606)] [KD 4.538 (5.095)] +2024-10-13 04:12:22,558 - Train: 54.58% [682800/1251000] [545.8/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.001302] [CE 4.652 (4.649)] [KD 5.506 (5.103)] +2024-10-13 04:12:29,997 - Train: 54.58% [682850/1251000] [545.8/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.001302] [CE 4.466 (4.590)] [KD 4.988 (5.070)] +2024-10-13 04:12:37,709 - Train: 54.59% [682900/1251000] [545.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001302] [CE 4.413 (4.689)] [KD 5.312 (5.151)] +2024-10-13 04:12:45,194 - Train: 54.59% [682950/1251000] [545.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.006] [optim_t 0.139] [lr 0.001302] [CE 4.345 (4.678)] [KD 5.012 (5.130)] +2024-10-13 04:12:52,638 - Train: 54.60% [683000/1251000] [546.0/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001301] [CE 4.748 (4.598)] [KD 5.009 (5.086)] +2024-10-13 04:13:05,550 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.108)] [top1_cnt 33034] [top5_cnt 43614] [top_all 50000] +2024-10-13 04:13:05,551 - net: 66.068 (87.228) +2024-10-13 04:13:11,298 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.103)] [top1_cnt 35823] [top5_cnt 45235] [top_all 50000] +2024-10-13 04:13:11,299 - net_E: 71.646 (90.470) +2024-10-13 04:13:11,476 - Max [top1: 66.530 (epoch: 544)] [top1-ema: 71.758 (epoch: 542)] +2024-10-13 04:13:11,477 - ==> Total time: 1 day, 6:26:02 Eta: 1 day, 1:18:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 04:13:14,248 - Train: 54.60% [683050/1251000] [546.0/1000.0] [batch_t 0.145 (0.226)] [data_t 0.004] [optim_t 0.140] [lr 0.001301] [CE 4.562 (4.501)] [KD 4.951 (5.022)] +2024-10-13 04:13:21,988 - Train: 54.60% [683100/1251000] [546.0/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.001301] [CE 5.192 (4.566)] [KD 5.527 (5.041)] +2024-10-13 04:13:29,585 - Train: 54.61% [683150/1251000] [546.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.001301] [CE 4.264 (4.626)] [KD 4.894 (5.074)] +2024-10-13 04:13:37,281 - Train: 54.61% [683200/1251000] [546.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001301] [CE 4.596 (4.551)] [KD 5.263 (5.070)] +2024-10-13 04:13:44,730 - Train: 54.62% [683250/1251000] [546.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001300] [CE 4.577 (4.655)] [KD 5.323 (5.130)] +2024-10-13 04:13:52,159 - Train: 54.62% [683300/1251000] [546.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001300] [CE 4.346 (4.577)] [KD 5.024 (5.148)] +2024-10-13 04:13:59,646 - Train: 54.62% [683350/1251000] [546.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001300] [CE 4.612 (4.708)] [KD 5.039 (5.185)] +2024-10-13 04:14:07,353 - Train: 54.63% [683400/1251000] [546.3/1000.0] [batch_t 0.287 (0.154)] [data_t 0.005] [optim_t 0.282] [lr 0.001300] [CE 4.683 (4.693)] [KD 5.240 (5.194)] +2024-10-13 04:14:15,033 - Train: 54.63% [683450/1251000] [546.3/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.001300] [CE 4.527 (4.688)] [KD 5.344 (5.137)] +2024-10-13 04:14:22,652 - Train: 54.64% [683500/1251000] [546.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001299] [CE 4.461 (4.638)] [KD 5.256 (5.199)] +2024-10-13 04:14:30,290 - Train: 54.64% [683550/1251000] [546.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001299] [CE 4.216 (4.579)] [KD 4.924 (5.137)] +2024-10-13 04:14:37,943 - Train: 54.64% [683600/1251000] [546.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001299] [CE 4.415 (4.573)] [KD 5.061 (5.076)] +2024-10-13 04:14:45,710 - Train: 54.65% [683650/1251000] [546.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.001299] [CE 4.099 (4.670)] [KD 4.958 (5.166)] +2024-10-13 04:14:53,290 - Train: 54.65% [683700/1251000] [546.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.001299] [CE 4.335 (4.673)] [KD 4.781 (5.118)] +2024-10-13 04:15:00,888 - Train: 54.66% [683750/1251000] [546.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001299] [CE 5.262 (4.634)] [KD 5.569 (5.189)] +2024-10-13 04:15:08,375 - Train: 54.66% [683800/1251000] [546.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001298] [CE 4.919 (4.675)] [KD 5.298 (5.158)] +2024-10-13 04:15:15,885 - Train: 54.66% [683850/1251000] [546.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001298] [CE 4.527 (4.598)] [KD 4.889 (5.195)] +2024-10-13 04:15:23,632 - Train: 54.67% [683900/1251000] [546.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001298] [CE 4.515 (4.638)] [KD 4.968 (5.175)] +2024-10-13 04:15:31,422 - Train: 54.67% [683950/1251000] [546.7/1000.0] [batch_t 0.159 (0.156)] [data_t 0.003] [optim_t 0.156] [lr 0.001298] [CE 4.313 (4.635)] [KD 4.883 (5.158)] +2024-10-13 04:15:39,103 - Train: 54.68% [684000/1251000] [546.8/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.001298] [CE 4.898 (4.642)] [KD 5.392 (5.064)] +2024-10-13 04:15:46,796 - Train: 54.68% [684050/1251000] [546.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001297] [CE 4.967 (4.652)] [KD 5.405 (5.112)] +2024-10-13 04:15:54,438 - Train: 54.68% [684100/1251000] [546.8/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.153] [lr 0.001297] [CE 4.517 (4.652)] [KD 5.194 (5.130)] +2024-10-13 04:16:01,969 - Train: 54.69% [684150/1251000] [546.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.001297] [CE 4.247 (4.703)] [KD 4.774 (5.200)] +2024-10-13 04:16:09,554 - Train: 54.69% [684200/1251000] [546.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001297] [CE 4.091 (4.594)] [KD 5.124 (5.142)] +2024-10-13 04:16:17,298 - Train: 54.70% [684250/1251000] [547.0/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001297] [CE 4.464 (4.635)] [KD 5.128 (5.114)] +2024-10-13 04:16:30,070 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 33297] [top5_cnt 43727] [top_all 50000] +2024-10-13 04:16:30,070 - net: 66.594 (87.454) +2024-10-13 04:16:35,969 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 35831] [top5_cnt 45227] [top_all 50000] +2024-10-13 04:16:35,970 - net_E: 71.662 (90.454) +2024-10-13 04:16:36,104 - Max [top1: 66.594 (epoch: 547)] [top1-ema: 71.758 (epoch: 542)] +2024-10-13 04:16:36,105 - ==> Total time: 1 day, 6:29:27 Eta: 1 day, 1:15:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 04:16:39,573 - Train: 54.70% [684300/1251000] [547.0/1000.0] [batch_t 0.143 (0.250)] [data_t 0.005] [optim_t 0.138] [lr 0.001297] [CE 4.240 (4.336)] [KD 4.994 (4.896)] +2024-10-13 04:16:47,282 - Train: 54.70% [684350/1251000] [547.0/1000.0] [batch_t 0.151 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.001296] [CE 4.716 (4.592)] [KD 5.159 (5.055)] +2024-10-13 04:16:54,908 - Train: 54.71% [684400/1251000] [547.1/1000.0] [batch_t 0.163 (0.152)] [data_t 0.005] [optim_t 0.158] [lr 0.001296] [CE 4.343 (4.594)] [KD 5.024 (5.076)] +2024-10-13 04:17:02,674 - Train: 54.71% [684450/1251000] [547.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.001296] [CE 4.408 (4.626)] [KD 5.161 (5.098)] +2024-10-13 04:17:10,090 - Train: 54.72% [684500/1251000] [547.2/1000.0] [batch_t 0.143 (0.148)] [data_t 0.004] [optim_t 0.139] [lr 0.001296] [CE 4.931 (4.606)] [KD 5.187 (5.081)] +2024-10-13 04:17:17,486 - Train: 54.72% [684550/1251000] [547.2/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.001296] [CE 4.873 (4.651)] [KD 5.191 (5.130)] +2024-10-13 04:17:25,303 - Train: 54.72% [684600/1251000] [547.2/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.001295] [CE 5.013 (4.681)] [KD 5.438 (5.078)] +2024-10-13 04:17:33,018 - Train: 54.73% [684650/1251000] [547.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001295] [CE 4.702 (4.685)] [KD 5.453 (5.136)] +2024-10-13 04:17:40,631 - Train: 54.73% [684700/1251000] [547.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001295] [CE 4.658 (4.610)] [KD 5.216 (5.120)] +2024-10-13 04:17:48,088 - Train: 54.74% [684750/1251000] [547.4/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.001295] [CE 4.810 (4.554)] [KD 5.173 (5.068)] +2024-10-13 04:17:55,648 - Train: 54.74% [684800/1251000] [547.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001295] [CE 4.656 (4.633)] [KD 4.939 (5.062)] +2024-10-13 04:18:03,220 - Train: 54.74% [684850/1251000] [547.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001294] [CE 4.214 (4.516)] [KD 4.751 (5.018)] +2024-10-13 04:18:10,860 - Train: 54.75% [684900/1251000] [547.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.001294] [CE 4.620 (4.639)] [KD 5.323 (5.130)] +2024-10-13 04:18:18,625 - Train: 54.75% [684950/1251000] [547.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.008] [optim_t 0.142] [lr 0.001294] [CE 4.002 (4.620)] [KD 4.980 (5.129)] +2024-10-13 04:18:26,042 - Train: 54.76% [685000/1251000] [547.6/1000.0] [batch_t 0.143 (0.148)] [data_t 0.004] [optim_t 0.139] [lr 0.001294] [CE 4.690 (4.676)] [KD 4.923 (5.138)] +2024-10-13 04:18:33,586 - Train: 54.76% [685050/1251000] [547.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001294] [CE 5.256 (4.583)] [KD 5.320 (5.083)] +2024-10-13 04:18:41,150 - Train: 54.76% [685100/1251000] [547.6/1000.0] [batch_t 0.159 (0.151)] [data_t 0.009] [optim_t 0.150] [lr 0.001294] [CE 4.589 (4.674)] [KD 4.932 (5.126)] +2024-10-13 04:18:48,796 - Train: 54.77% [685150/1251000] [547.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001293] [CE 4.451 (4.618)] [KD 4.986 (5.037)] +2024-10-13 04:18:56,391 - Train: 54.77% [685200/1251000] [547.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001293] [CE 4.815 (4.642)] [KD 5.111 (5.103)] +2024-10-13 04:19:04,095 - Train: 54.78% [685250/1251000] [547.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001293] [CE 4.632 (4.655)] [KD 5.177 (5.130)] +2024-10-13 04:19:11,542 - Train: 54.78% [685300/1251000] [547.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.001293] [CE 4.188 (4.598)] [KD 4.712 (4.983)] +2024-10-13 04:19:18,963 - Train: 54.78% [685350/1251000] [547.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.001293] [CE 4.520 (4.614)] [KD 4.963 (5.143)] +2024-10-13 04:19:26,488 - Train: 54.79% [685400/1251000] [547.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001292] [CE 4.495 (4.645)] [KD 5.179 (5.132)] +2024-10-13 04:19:34,325 - Train: 54.79% [685450/1251000] [547.9/1000.0] [batch_t 0.145 (0.157)] [data_t 0.004] [optim_t 0.141] [lr 0.001292] [CE 4.173 (4.668)] [KD 4.914 (5.216)] +2024-10-13 04:19:41,899 - Train: 54.80% [685500/1251000] [548.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001292] [CE 4.542 (4.544)] [KD 5.287 (5.094)] +2024-10-13 04:19:54,652 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 32549] [top5_cnt 43306] [top_all 50000] +2024-10-13 04:19:54,653 - net: 65.098 (86.612) +2024-10-13 04:20:00,546 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 35841] [top5_cnt 45246] [top_all 50000] +2024-10-13 04:20:00,547 - net_E: 71.682 (90.492) +2024-10-13 04:20:00,743 - Max [top1: 66.594 (epoch: 547)] [top1-ema: 71.758 (epoch: 542)] +2024-10-13 04:20:00,743 - ==> Total time: 1 day, 6:32:51 Eta: 1 day, 1:11:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 04:20:03,041 - Train: 54.80% [685550/1251000] [548.0/1000.0] [batch_t 0.148 (0.349)] [data_t 0.005] [optim_t 0.143] [lr 0.001292] [CE 4.810 (4.811)] [KD 5.084 (5.187)] +2024-10-13 04:20:10,650 - Train: 54.80% [685600/1251000] [548.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001292] [CE 4.820 (4.671)] [KD 5.070 (5.116)] +2024-10-13 04:20:18,385 - Train: 54.81% [685650/1251000] [548.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001292] [CE 4.806 (4.694)] [KD 5.164 (5.126)] +2024-10-13 04:20:26,009 - Train: 54.81% [685700/1251000] [548.1/1000.0] [batch_t 0.143 (0.152)] [data_t 0.005] [optim_t 0.138] [lr 0.001291] [CE 5.074 (4.706)] [KD 5.358 (5.133)] +2024-10-13 04:20:33,595 - Train: 54.82% [685750/1251000] [548.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001291] [CE 4.398 (4.643)] [KD 5.273 (5.103)] +2024-10-13 04:20:41,189 - Train: 54.82% [685800/1251000] [548.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001291] [CE 4.431 (4.584)] [KD 4.840 (5.098)] +2024-10-13 04:20:48,599 - Train: 54.82% [685850/1251000] [548.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.001291] [CE 4.561 (4.585)] [KD 4.898 (5.082)] +2024-10-13 04:20:56,318 - Train: 54.83% [685900/1251000] [548.3/1000.0] [batch_t 0.277 (0.154)] [data_t 0.004] [optim_t 0.273] [lr 0.001291] [CE 4.546 (4.593)] [KD 5.023 (5.119)] +2024-10-13 04:21:03,788 - Train: 54.83% [685950/1251000] [548.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.001290] [CE 4.309 (4.643)] [KD 4.871 (5.099)] +2024-10-13 04:21:11,437 - Train: 54.84% [686000/1251000] [548.4/1000.0] [batch_t 0.161 (0.153)] [data_t 0.004] [optim_t 0.157] [lr 0.001290] [CE 4.670 (4.675)] [KD 5.329 (5.139)] +2024-10-13 04:21:19,125 - Train: 54.84% [686050/1251000] [548.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.001290] [CE 5.081 (4.616)] [KD 5.174 (5.077)] +2024-10-13 04:21:26,544 - Train: 54.84% [686100/1251000] [548.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.001290] [CE 4.699 (4.515)] [KD 5.368 (5.039)] +2024-10-13 04:21:34,200 - Train: 54.85% [686150/1251000] [548.5/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.001290] [CE 5.010 (4.676)] [KD 5.284 (5.181)] +2024-10-13 04:21:41,730 - Train: 54.85% [686200/1251000] [548.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.001290] [CE 4.454 (4.568)] [KD 5.012 (5.105)] +2024-10-13 04:21:49,179 - Train: 54.86% [686250/1251000] [548.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.001289] [CE 4.155 (4.614)] [KD 5.042 (5.150)] +2024-10-13 04:21:56,782 - Train: 54.86% [686300/1251000] [548.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.001289] [CE 5.037 (4.626)] [KD 5.247 (5.087)] +2024-10-13 04:22:04,524 - Train: 54.86% [686350/1251000] [548.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.001289] [CE 4.509 (4.531)] [KD 5.211 (5.075)] +2024-10-13 04:22:11,993 - Train: 54.87% [686400/1251000] [548.7/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.001289] [CE 4.935 (4.654)] [KD 5.367 (5.201)] +2024-10-13 04:22:19,712 - Train: 54.87% [686450/1251000] [548.7/1000.0] [batch_t 0.287 (0.154)] [data_t 0.004] [optim_t 0.283] [lr 0.001289] [CE 4.849 (4.575)] [KD 5.301 (5.174)] +2024-10-13 04:22:27,143 - Train: 54.88% [686500/1251000] [548.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001288] [CE 4.698 (4.741)] [KD 5.221 (5.202)] +2024-10-13 04:22:34,802 - Train: 54.88% [686550/1251000] [548.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001288] [CE 4.693 (4.634)] [KD 5.138 (5.112)] +2024-10-13 04:22:42,226 - Train: 54.88% [686600/1251000] [548.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001288] [CE 4.970 (4.588)] [KD 5.243 (5.110)] +2024-10-13 04:22:49,769 - Train: 54.89% [686650/1251000] [548.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.006] [optim_t 0.139] [lr 0.001288] [CE 4.604 (4.602)] [KD 4.908 (5.125)] +2024-10-13 04:22:57,190 - Train: 54.89% [686700/1251000] [548.9/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.001288] [CE 4.815 (4.641)] [KD 5.305 (5.198)] +2024-10-13 04:23:05,073 - Train: 54.90% [686750/1251000] [549.0/1000.0] [batch_t 0.149 (0.158)] [data_t 0.007] [optim_t 0.142] [lr 0.001287] [CE 4.566 (4.570)] [KD 5.160 (5.101)] +2024-10-13 04:23:18,057 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 33406] [top5_cnt 43824] [top_all 50000] +2024-10-13 04:23:18,058 - net: 66.812 (87.648) +2024-10-13 04:23:23,901 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 35839] [top5_cnt 45228] [top_all 50000] +2024-10-13 04:23:23,902 - net_E: 71.678 (90.456) +2024-10-13 04:23:24,051 - Max [top1: 66.812 (epoch: 549)] [top1-ema: 71.758 (epoch: 542)] +2024-10-13 04:23:24,052 - ==> Total time: 1 day, 6:36:15 Eta: 1 day, 1:08:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 04:23:27,264 - Train: 54.90% [686800/1251000] [549.0/1000.0] [batch_t 0.518 (0.518)] [data_t 0.342] [optim_t 0.177] [lr 0.001287] [CE 4.809 (4.809)] [KD 5.149 (5.149)] +2024-10-13 04:23:35,053 - Train: 54.90% [686850/1251000] [549.0/1000.0] [batch_t 0.155 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.001287] [CE 4.877 (4.599)] [KD 5.596 (5.054)] +2024-10-13 04:23:42,603 - Train: 54.91% [686900/1251000] [549.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.001287] [CE 5.050 (4.603)] [KD 5.143 (5.061)] +2024-10-13 04:23:50,280 - Train: 54.91% [686950/1251000] [549.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001287] [CE 5.005 (4.628)] [KD 5.360 (5.049)] +2024-10-13 04:23:58,040 - Train: 54.92% [687000/1251000] [549.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.001287] [CE 4.792 (4.610)] [KD 5.009 (5.075)] +2024-10-13 04:24:05,653 - Train: 54.92% [687050/1251000] [549.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001286] [CE 4.579 (4.639)] [KD 5.132 (5.101)] +2024-10-13 04:24:13,100 - Train: 54.92% [687100/1251000] [549.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001286] [CE 4.197 (4.624)] [KD 4.833 (5.105)] +2024-10-13 04:24:20,960 - Train: 54.93% [687150/1251000] [549.3/1000.0] [batch_t 0.155 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.001286] [CE 4.909 (4.634)] [KD 5.295 (5.045)] +2024-10-13 04:24:28,573 - Train: 54.93% [687200/1251000] [549.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001286] [CE 5.224 (4.638)] [KD 5.293 (5.083)] +2024-10-13 04:24:36,244 - Train: 54.94% [687250/1251000] [549.4/1000.0] [batch_t 0.158 (0.153)] [data_t 0.005] [optim_t 0.154] [lr 0.001286] [CE 4.398 (4.656)] [KD 5.068 (5.041)] +2024-10-13 04:24:43,852 - Train: 54.94% [687300/1251000] [549.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001285] [CE 5.128 (4.651)] [KD 5.113 (5.121)] +2024-10-13 04:24:51,440 - Train: 54.94% [687350/1251000] [549.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001285] [CE 4.534 (4.657)] [KD 4.986 (5.107)] +2024-10-13 04:24:59,083 - Train: 54.95% [687400/1251000] [549.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001285] [CE 4.539 (4.606)] [KD 4.839 (5.170)] +2024-10-13 04:25:06,771 - Train: 54.95% [687450/1251000] [549.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001285] [CE 4.407 (4.642)] [KD 4.876 (5.066)] +2024-10-13 04:25:14,356 - Train: 54.96% [687500/1251000] [549.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.001285] [CE 3.624 (4.636)] [KD 4.301 (5.141)] +2024-10-13 04:25:21,953 - Train: 54.96% [687550/1251000] [549.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001285] [CE 4.783 (4.612)] [KD 5.245 (5.079)] +2024-10-13 04:25:29,506 - Train: 54.96% [687600/1251000] [549.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001284] [CE 4.360 (4.646)] [KD 4.847 (5.053)] +2024-10-13 04:25:36,979 - Train: 54.97% [687650/1251000] [549.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.007] [optim_t 0.143] [lr 0.001284] [CE 4.361 (4.577)] [KD 5.119 (5.058)] +2024-10-13 04:25:44,668 - Train: 54.97% [687700/1251000] [549.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001284] [CE 4.165 (4.660)] [KD 4.681 (5.150)] +2024-10-13 04:25:52,257 - Train: 54.98% [687750/1251000] [549.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001284] [CE 4.141 (4.569)] [KD 4.738 (5.088)] +2024-10-13 04:25:59,892 - Train: 54.98% [687800/1251000] [549.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001284] [CE 4.212 (4.661)] [KD 4.851 (5.067)] +2024-10-13 04:26:07,575 - Train: 54.98% [687850/1251000] [549.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.001283] [CE 4.985 (4.644)] [KD 5.249 (5.090)] +2024-10-13 04:26:14,976 - Train: 54.99% [687900/1251000] [549.9/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.001283] [CE 4.526 (4.706)] [KD 5.072 (5.176)] +2024-10-13 04:26:22,538 - Train: 54.99% [687950/1251000] [549.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001283] [CE 4.175 (4.512)] [KD 4.867 (5.038)] +2024-10-13 04:26:29,964 - Train: 55.00% [688000/1251000] [550.0/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.001283] [CE 4.850 (4.625)] [KD 5.402 (5.068)] +2024-10-13 04:26:37,433 - Train: 55.00% [688050/1251000] [550.0/1000.0] [batch_t 0.142 (0.149)] [data_t 0.004] [optim_t 0.138] [lr 0.001283] [CE 4.842 (4.716)] [KD 5.296 (5.188)] +2024-10-13 04:26:43,127 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 32151] [top5_cnt 42847] [top_all 50000] +2024-10-13 04:26:43,127 - net: 64.302 (85.694) +2024-10-13 04:26:50,465 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.134)] [top1_cnt 35843] [top5_cnt 45252] [top_all 50000] +2024-10-13 04:26:50,466 - net_E: 71.686 (90.504) +2024-10-13 04:26:50,595 - Max [top1: 66.812 (epoch: 549)] [top1-ema: 71.758 (epoch: 542)] +2024-10-13 04:26:50,596 - ==> Total time: 1 day, 6:39:41 Eta: 1 day, 1:05:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 04:27:00,185 - Train: 55.00% [688100/1251000] [550.0/1000.0] [batch_t 0.148 (0.159)] [data_t 0.007] [optim_t 0.141] [lr 0.001283] [CE 5.111 (4.607)] [KD 5.254 (5.080)] +2024-10-13 04:27:08,066 - Train: 55.01% [688150/1251000] [550.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.006] [optim_t 0.143] [lr 0.001282] [CE 4.565 (4.655)] [KD 4.956 (5.025)] +2024-10-13 04:27:15,801 - Train: 55.01% [688200/1251000] [550.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001282] [CE 4.884 (4.675)] [KD 5.303 (5.098)] +2024-10-13 04:27:23,284 - Train: 55.02% [688250/1251000] [550.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001282] [CE 4.181 (4.592)] [KD 4.593 (5.078)] +2024-10-13 04:27:30,764 - Train: 55.02% [688300/1251000] [550.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001282] [CE 4.596 (4.700)] [KD 5.117 (5.164)] +2024-10-13 04:27:38,273 - Train: 55.02% [688350/1251000] [550.2/1000.0] [batch_t 0.155 (0.150)] [data_t 0.006] [optim_t 0.150] [lr 0.001282] [CE 4.675 (4.587)] [KD 5.153 (5.115)] +2024-10-13 04:27:46,129 - Train: 55.03% [688400/1251000] [550.3/1000.0] [batch_t 0.252 (0.157)] [data_t 0.005] [optim_t 0.247] [lr 0.001281] [CE 4.418 (4.592)] [KD 4.850 (5.013)] +2024-10-13 04:27:53,737 - Train: 55.03% [688450/1251000] [550.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001281] [CE 4.593 (4.609)] [KD 5.250 (5.062)] +2024-10-13 04:28:01,288 - Train: 55.04% [688500/1251000] [550.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001281] [CE 4.313 (4.642)] [KD 5.293 (5.157)] +2024-10-13 04:28:08,938 - Train: 55.04% [688550/1251000] [550.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001281] [CE 4.620 (4.638)] [KD 4.909 (5.110)] +2024-10-13 04:28:16,431 - Train: 55.04% [688600/1251000] [550.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001281] [CE 4.417 (4.578)] [KD 5.125 (5.085)] +2024-10-13 04:28:24,147 - Train: 55.05% [688650/1251000] [550.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.006] [optim_t 0.146] [lr 0.001280] [CE 4.581 (4.606)] [KD 5.141 (5.171)] +2024-10-13 04:28:31,913 - Train: 55.05% [688700/1251000] [550.5/1000.0] [batch_t 0.145 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.001280] [CE 4.950 (4.689)] [KD 5.492 (5.114)] +2024-10-13 04:28:39,400 - Train: 55.06% [688750/1251000] [550.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001280] [CE 4.931 (4.604)] [KD 5.170 (5.082)] +2024-10-13 04:28:47,025 - Train: 55.06% [688800/1251000] [550.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001280] [CE 4.577 (4.723)] [KD 4.932 (5.127)] +2024-10-13 04:28:54,508 - Train: 55.06% [688850/1251000] [550.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001280] [CE 4.923 (4.605)] [KD 5.111 (5.049)] +2024-10-13 04:29:02,143 - Train: 55.07% [688900/1251000] [550.7/1000.0] [batch_t 0.158 (0.153)] [data_t 0.005] [optim_t 0.153] [lr 0.001280] [CE 4.353 (4.578)] [KD 4.962 (5.045)] +2024-10-13 04:29:09,764 - Train: 55.07% [688950/1251000] [550.7/1000.0] [batch_t 0.159 (0.152)] [data_t 0.004] [optim_t 0.155] [lr 0.001279] [CE 4.925 (4.610)] [KD 5.177 (5.088)] +2024-10-13 04:29:17,661 - Train: 55.08% [689000/1251000] [550.8/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.001279] [CE 4.584 (4.684)] [KD 5.215 (5.136)] +2024-10-13 04:29:25,272 - Train: 55.08% [689050/1251000] [550.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.001279] [CE 5.296 (4.614)] [KD 5.499 (5.047)] +2024-10-13 04:29:32,765 - Train: 55.08% [689100/1251000] [550.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001279] [CE 4.799 (4.605)] [KD 5.366 (5.107)] +2024-10-13 04:29:40,254 - Train: 55.09% [689150/1251000] [550.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001279] [CE 5.191 (4.685)] [KD 5.286 (5.135)] +2024-10-13 04:29:47,917 - Train: 55.09% [689200/1251000] [550.9/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.001278] [CE 4.256 (4.670)] [KD 4.910 (5.165)] +2024-10-13 04:29:55,508 - Train: 55.10% [689250/1251000] [551.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001278] [CE 5.091 (4.638)] [KD 5.145 (5.119)] +2024-10-13 04:30:03,134 - Train: 55.10% [689300/1251000] [551.0/1000.0] [batch_t 0.140 (0.152)] [data_t 0.003] [optim_t 0.137] [lr 0.001278] [CE 4.598 (4.600)] [KD 5.150 (5.098)] +2024-10-13 04:30:09,118 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 32701] [top5_cnt 43262] [top_all 50000] +2024-10-13 04:30:09,119 - net: 65.402 (86.524) +2024-10-13 04:30:14,900 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 35852] [top5_cnt 45257] [top_all 50000] +2024-10-13 04:30:14,901 - net_E: 71.704 (90.514) +2024-10-13 04:30:15,061 - Max [top1: 66.812 (epoch: 549)] [top1-ema: 71.758 (epoch: 542)] +2024-10-13 04:30:15,062 - ==> Total time: 1 day, 6:43:06 Eta: 1 day, 1:01:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 04:30:24,506 - Train: 55.10% [689350/1251000] [551.0/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.001278] [CE 4.952 (4.590)] [KD 5.199 (4.989)] +2024-10-13 04:30:32,034 - Train: 55.11% [689400/1251000] [551.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001278] [CE 5.041 (4.614)] [KD 5.277 (5.016)] +2024-10-13 04:30:39,611 - Train: 55.11% [689450/1251000] [551.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001278] [CE 4.636 (4.629)] [KD 5.067 (5.068)] +2024-10-13 04:30:47,033 - Train: 55.12% [689500/1251000] [551.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001277] [CE 4.313 (4.619)] [KD 4.907 (5.083)] +2024-10-13 04:30:54,619 - Train: 55.12% [689550/1251000] [551.2/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.152] [lr 0.001277] [CE 4.709 (4.570)] [KD 4.972 (5.039)] +2024-10-13 04:31:02,217 - Train: 55.12% [689600/1251000] [551.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001277] [CE 4.805 (4.569)] [KD 5.368 (5.029)] +2024-10-13 04:31:10,105 - Train: 55.13% [689650/1251000] [551.3/1000.0] [batch_t 0.147 (0.158)] [data_t 0.006] [optim_t 0.142] [lr 0.001277] [CE 4.070 (4.638)] [KD 5.033 (5.123)] +2024-10-13 04:31:17,531 - Train: 55.13% [689700/1251000] [551.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.001277] [CE 4.944 (4.635)] [KD 5.156 (5.090)] +2024-10-13 04:31:25,078 - Train: 55.14% [689750/1251000] [551.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.007] [optim_t 0.143] [lr 0.001276] [CE 4.652 (4.676)] [KD 5.165 (5.120)] +2024-10-13 04:31:32,515 - Train: 55.14% [689800/1251000] [551.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.001276] [CE 4.893 (4.638)] [KD 4.818 (5.067)] +2024-10-13 04:31:40,154 - Train: 55.14% [689850/1251000] [551.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001276] [CE 4.762 (4.567)] [KD 5.347 (5.051)] +2024-10-13 04:31:47,706 - Train: 55.15% [689900/1251000] [551.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001276] [CE 4.523 (4.562)] [KD 4.936 (5.075)] +2024-10-13 04:31:55,146 - Train: 55.15% [689950/1251000] [551.5/1000.0] [batch_t 0.160 (0.149)] [data_t 0.003] [optim_t 0.157] [lr 0.001276] [CE 4.735 (4.654)] [KD 5.190 (5.127)] +2024-10-13 04:32:02,733 - Train: 55.16% [690000/1251000] [551.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.007] [optim_t 0.144] [lr 0.001276] [CE 3.867 (4.534)] [KD 4.893 (5.026)] +2024-10-13 04:32:10,427 - Train: 55.16% [690050/1251000] [551.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001275] [CE 5.169 (4.741)] [KD 5.150 (5.176)] +2024-10-13 04:32:18,315 - Train: 55.16% [690100/1251000] [551.6/1000.0] [batch_t 0.257 (0.158)] [data_t 0.004] [optim_t 0.253] [lr 0.001275] [CE 5.044 (4.639)] [KD 5.117 (5.060)] +2024-10-13 04:32:26,023 - Train: 55.17% [690150/1251000] [551.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001275] [CE 4.950 (4.700)] [KD 5.123 (5.196)] +2024-10-13 04:32:33,584 - Train: 55.17% [690200/1251000] [551.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001275] [CE 4.920 (4.667)] [KD 5.100 (5.091)] +2024-10-13 04:32:41,097 - Train: 55.18% [690250/1251000] [551.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.001275] [CE 4.645 (4.556)] [KD 4.987 (5.100)] +2024-10-13 04:32:48,670 - Train: 55.18% [690300/1251000] [551.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001274] [CE 4.931 (4.644)] [KD 5.049 (5.087)] +2024-10-13 04:32:56,127 - Train: 55.18% [690350/1251000] [551.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.001274] [CE 4.166 (4.671)] [KD 4.822 (5.110)] +2024-10-13 04:33:03,807 - Train: 55.19% [690400/1251000] [551.9/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.001274] [CE 4.605 (4.698)] [KD 4.928 (5.090)] +2024-10-13 04:33:11,393 - Train: 55.19% [690450/1251000] [551.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001274] [CE 4.460 (4.667)] [KD 4.797 (5.063)] +2024-10-13 04:33:19,154 - Train: 55.20% [690500/1251000] [552.0/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.001274] [CE 4.770 (4.578)] [KD 5.006 (5.040)] +2024-10-13 04:33:26,521 - Train: 55.20% [690550/1251000] [552.0/1000.0] [batch_t 0.142 (0.147)] [data_t 0.003] [optim_t 0.140] [lr 0.001273] [CE 4.340 (4.641)] [KD 4.832 (5.098)] +2024-10-13 04:33:32,491 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 33164] [top5_cnt 43687] [top_all 50000] +2024-10-13 04:33:32,491 - net: 66.328 (87.374) +2024-10-13 04:33:38,251 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 35881] [top5_cnt 45263] [top_all 50000] +2024-10-13 04:33:38,252 - net_E: 71.762 (90.526) +2024-10-13 04:33:38,415 - Max [top1: 66.812 (epoch: 549)] [top1-ema: 71.762 (epoch: 552)] +2024-10-13 04:33:38,416 - ==> Total time: 1 day, 6:46:29 Eta: 1 day, 0:58:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 04:33:48,985 - Train: 55.20% [690600/1251000] [552.0/1000.0] [batch_t 0.149 (0.162)] [data_t 0.003] [optim_t 0.146] [lr 0.001273] [CE 5.292 (4.606)] [KD 5.308 (5.051)] +2024-10-13 04:33:56,397 - Train: 55.21% [690650/1251000] [552.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001273] [CE 4.176 (4.624)] [KD 4.847 (5.069)] +2024-10-13 04:34:03,949 - Train: 55.21% [690700/1251000] [552.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001273] [CE 4.892 (4.695)] [KD 5.428 (5.152)] +2024-10-13 04:34:11,785 - Train: 55.22% [690750/1251000] [552.2/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.001273] [CE 4.473 (4.631)] [KD 5.128 (5.129)] +2024-10-13 04:34:19,268 - Train: 55.22% [690800/1251000] [552.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.001273] [CE 4.328 (4.635)] [KD 4.863 (5.156)] +2024-10-13 04:34:26,874 - Train: 55.22% [690850/1251000] [552.2/1000.0] [batch_t 0.143 (0.152)] [data_t 0.005] [optim_t 0.138] [lr 0.001272] [CE 4.767 (4.668)] [KD 4.962 (5.166)] +2024-10-13 04:34:34,430 - Train: 55.23% [690900/1251000] [552.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.001272] [CE 4.708 (4.655)] [KD 5.054 (5.117)] +2024-10-13 04:34:41,915 - Train: 55.23% [690950/1251000] [552.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001272] [CE 4.191 (4.642)] [KD 5.066 (5.126)] +2024-10-13 04:34:49,394 - Train: 55.24% [691000/1251000] [552.4/1000.0] [batch_t 0.156 (0.149)] [data_t 0.003] [optim_t 0.154] [lr 0.001272] [CE 4.721 (4.678)] [KD 5.316 (5.117)] +2024-10-13 04:34:57,027 - Train: 55.24% [691050/1251000] [552.4/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.001272] [CE 4.992 (4.665)] [KD 5.544 (5.147)] +2024-10-13 04:35:04,528 - Train: 55.24% [691100/1251000] [552.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001271] [CE 4.761 (4.693)] [KD 5.058 (5.131)] +2024-10-13 04:35:12,183 - Train: 55.25% [691150/1251000] [552.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001271] [CE 4.468 (4.619)] [KD 4.827 (5.093)] +2024-10-13 04:35:19,670 - Train: 55.25% [691200/1251000] [552.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001271] [CE 4.617 (4.632)] [KD 5.016 (5.105)] +2024-10-13 04:35:27,447 - Train: 55.26% [691250/1251000] [552.6/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.001271] [CE 4.742 (4.699)] [KD 4.908 (5.154)] +2024-10-13 04:35:35,026 - Train: 55.26% [691300/1251000] [552.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.001271] [CE 4.926 (4.614)] [KD 5.383 (5.083)] +2024-10-13 04:35:42,576 - Train: 55.26% [691350/1251000] [552.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.001271] [CE 4.682 (4.642)] [KD 4.998 (5.042)] +2024-10-13 04:35:50,128 - Train: 55.27% [691400/1251000] [552.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.001270] [CE 5.174 (4.709)] [KD 5.245 (5.153)] +2024-10-13 04:35:57,574 - Train: 55.27% [691450/1251000] [552.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.001270] [CE 5.008 (4.644)] [KD 5.494 (5.090)] +2024-10-13 04:36:05,015 - Train: 55.28% [691500/1251000] [552.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.001270] [CE 4.554 (4.528)] [KD 5.051 (5.024)] +2024-10-13 04:36:12,449 - Train: 55.28% [691550/1251000] [552.8/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.001270] [CE 4.443 (4.632)] [KD 5.194 (5.167)] +2024-10-13 04:36:20,340 - Train: 55.28% [691600/1251000] [552.8/1000.0] [batch_t 0.150 (0.158)] [data_t 0.006] [optim_t 0.144] [lr 0.001270] [CE 4.530 (4.636)] [KD 4.670 (5.096)] +2024-10-13 04:36:27,744 - Train: 55.29% [691650/1251000] [552.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.001269] [CE 5.096 (4.707)] [KD 5.388 (5.079)] +2024-10-13 04:36:35,392 - Train: 55.29% [691700/1251000] [552.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.001269] [CE 4.718 (4.578)] [KD 5.185 (5.091)] +2024-10-13 04:36:42,936 - Train: 55.30% [691750/1251000] [553.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.001269] [CE 5.002 (4.664)] [KD 5.272 (5.114)] +2024-10-13 04:36:50,341 - Train: 55.30% [691800/1251000] [553.0/1000.0] [batch_t 0.140 (0.148)] [data_t 0.004] [optim_t 0.136] [lr 0.001269] [CE 4.579 (4.649)] [KD 5.152 (5.113)] +2024-10-13 04:36:56,430 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 33053] [top5_cnt 43547] [top_all 50000] +2024-10-13 04:36:56,431 - net: 66.106 (87.094) +2024-10-13 04:37:02,321 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35848] [top5_cnt 45298] [top_all 50000] +2024-10-13 04:37:02,322 - net_E: 71.696 (90.596) +2024-10-13 04:37:02,492 - Max [top1: 66.812 (epoch: 549)] [top1-ema: 71.762 (epoch: 552)] +2024-10-13 04:37:02,492 - ==> Total time: 1 day, 6:49:53 Eta: 1 day, 0:55:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 04:37:13,986 - Train: 55.30% [691850/1251000] [553.0/1000.0] [batch_t 0.145 (0.161)] [data_t 0.004] [optim_t 0.141] [lr 0.001269] [CE 4.815 (4.595)] [KD 5.012 (4.976)] +2024-10-13 04:37:21,382 - Train: 55.31% [691900/1251000] [553.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001269] [CE 4.308 (4.630)] [KD 4.972 (5.051)] +2024-10-13 04:37:28,966 - Train: 55.31% [691950/1251000] [553.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001268] [CE 4.312 (4.574)] [KD 5.117 (5.009)] +2024-10-13 04:37:36,725 - Train: 55.32% [692000/1251000] [553.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001268] [CE 4.310 (4.634)] [KD 5.107 (5.136)] +2024-10-13 04:37:44,287 - Train: 55.32% [692050/1251000] [553.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001268] [CE 3.554 (4.658)] [KD 4.543 (5.161)] +2024-10-13 04:37:52,099 - Train: 55.32% [692100/1251000] [553.2/1000.0] [batch_t 0.146 (0.156)] [data_t 0.006] [optim_t 0.139] [lr 0.001268] [CE 5.004 (4.689)] [KD 5.046 (5.117)] +2024-10-13 04:37:59,499 - Train: 55.33% [692150/1251000] [553.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.001268] [CE 4.614 (4.588)] [KD 4.911 (5.081)] +2024-10-13 04:38:07,093 - Train: 55.33% [692200/1251000] [553.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001267] [CE 4.466 (4.664)] [KD 4.993 (5.094)] +2024-10-13 04:38:14,510 - Train: 55.34% [692250/1251000] [553.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.001267] [CE 3.989 (4.634)] [KD 4.624 (5.083)] +2024-10-13 04:38:21,900 - Train: 55.34% [692300/1251000] [553.4/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001267] [CE 4.100 (4.608)] [KD 4.869 (5.100)] +2024-10-13 04:38:29,569 - Train: 55.34% [692350/1251000] [553.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.007] [optim_t 0.143] [lr 0.001267] [CE 4.512 (4.645)] [KD 4.995 (5.121)] +2024-10-13 04:38:37,100 - Train: 55.35% [692400/1251000] [553.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001267] [CE 4.728 (4.597)] [KD 5.099 (5.049)] +2024-10-13 04:38:44,776 - Train: 55.35% [692450/1251000] [553.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001267] [CE 4.292 (4.621)] [KD 4.790 (5.072)] +2024-10-13 04:38:52,207 - Train: 55.36% [692500/1251000] [553.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001266] [CE 4.685 (4.661)] [KD 5.038 (5.137)] +2024-10-13 04:38:59,848 - Train: 55.36% [692550/1251000] [553.6/1000.0] [batch_t 0.155 (0.153)] [data_t 0.006] [optim_t 0.149] [lr 0.001266] [CE 4.598 (4.711)] [KD 5.096 (5.151)] +2024-10-13 04:39:07,474 - Train: 55.36% [692600/1251000] [553.6/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.001266] [CE 4.782 (4.617)] [KD 5.270 (5.109)] +2024-10-13 04:39:15,121 - Train: 55.37% [692650/1251000] [553.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001266] [CE 4.391 (4.620)] [KD 4.713 (5.117)] +2024-10-13 04:39:22,562 - Train: 55.37% [692700/1251000] [553.7/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.001266] [CE 4.668 (4.663)] [KD 5.246 (5.106)] +2024-10-13 04:39:30,118 - Train: 55.38% [692750/1251000] [553.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001265] [CE 4.651 (4.688)] [KD 5.090 (5.206)] +2024-10-13 04:39:37,673 - Train: 55.38% [692800/1251000] [553.8/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.151] [lr 0.001265] [CE 4.619 (4.651)] [KD 4.731 (5.137)] +2024-10-13 04:39:45,218 - Train: 55.38% [692850/1251000] [553.8/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.001265] [CE 4.792 (4.649)] [KD 5.202 (5.061)] +2024-10-13 04:39:52,954 - Train: 55.39% [692900/1251000] [553.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.006] [optim_t 0.144] [lr 0.001265] [CE 4.540 (4.613)] [KD 5.103 (5.190)] +2024-10-13 04:40:00,784 - Train: 55.39% [692950/1251000] [553.9/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.001265] [CE 4.514 (4.623)] [KD 5.171 (5.189)] +2024-10-13 04:40:08,398 - Train: 55.40% [693000/1251000] [554.0/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.001264] [CE 4.562 (4.623)] [KD 5.456 (5.100)] +2024-10-13 04:40:15,880 - Train: 55.40% [693050/1251000] [554.0/1000.0] [batch_t 0.140 (0.150)] [data_t 0.004] [optim_t 0.135] [lr 0.001264] [CE 5.036 (4.685)] [KD 5.089 (5.110)] +2024-10-13 04:40:22,094 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 33005] [top5_cnt 43507] [top_all 50000] +2024-10-13 04:40:22,094 - net: 66.010 (87.014) +2024-10-13 04:40:27,956 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 35873] [top5_cnt 45324] [top_all 50000] +2024-10-13 04:40:27,956 - net_E: 71.746 (90.648) +2024-10-13 04:40:28,132 - Max [top1: 66.812 (epoch: 549)] [top1-ema: 71.762 (epoch: 552)] +2024-10-13 04:40:28,132 - ==> Total time: 1 day, 6:53:19 Eta: 1 day, 0:52:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 04:40:37,279 - Train: 55.40% [693100/1251000] [554.0/1000.0] [batch_t 0.146 (0.161)] [data_t 0.003] [optim_t 0.142] [lr 0.001264] [CE 4.665 (4.554)] [KD 5.013 (5.002)] +2024-10-13 04:40:44,809 - Train: 55.41% [693150/1251000] [554.1/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.001264] [CE 4.623 (4.707)] [KD 4.659 (5.068)] +2024-10-13 04:40:52,192 - Train: 55.41% [693200/1251000] [554.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.001264] [CE 4.469 (4.672)] [KD 5.163 (5.046)] +2024-10-13 04:40:59,714 - Train: 55.42% [693250/1251000] [554.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001264] [CE 4.531 (4.627)] [KD 5.086 (5.021)] +2024-10-13 04:41:07,266 - Train: 55.42% [693300/1251000] [554.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001263] [CE 4.874 (4.630)] [KD 5.228 (5.042)] +2024-10-13 04:41:14,924 - Train: 55.42% [693350/1251000] [554.2/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.001263] [CE 4.734 (4.507)] [KD 5.023 (4.994)] +2024-10-13 04:41:22,474 - Train: 55.43% [693400/1251000] [554.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001263] [CE 4.627 (4.656)] [KD 4.953 (5.106)] +2024-10-13 04:41:30,018 - Train: 55.43% [693450/1251000] [554.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001263] [CE 4.580 (4.586)] [KD 5.068 (5.051)] +2024-10-13 04:41:37,539 - Train: 55.44% [693500/1251000] [554.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001263] [CE 5.211 (4.701)] [KD 5.385 (5.090)] +2024-10-13 04:41:45,166 - Train: 55.44% [693550/1251000] [554.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001262] [CE 4.405 (4.604)] [KD 5.208 (5.112)] +2024-10-13 04:41:52,686 - Train: 55.44% [693600/1251000] [554.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001262] [CE 4.174 (4.599)] [KD 4.921 (5.022)] +2024-10-13 04:42:00,117 - Train: 55.45% [693650/1251000] [554.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001262] [CE 4.439 (4.620)] [KD 4.677 (5.110)] +2024-10-13 04:42:07,595 - Train: 55.45% [693700/1251000] [554.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001262] [CE 4.319 (4.664)] [KD 4.647 (5.062)] +2024-10-13 04:42:15,131 - Train: 55.46% [693750/1251000] [554.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001262] [CE 4.825 (4.548)] [KD 5.151 (5.105)] +2024-10-13 04:42:22,890 - Train: 55.46% [693800/1251000] [554.6/1000.0] [batch_t 0.145 (0.155)] [data_t 0.003] [optim_t 0.142] [lr 0.001262] [CE 4.566 (4.656)] [KD 5.237 (5.107)] +2024-10-13 04:42:30,458 - Train: 55.46% [693850/1251000] [554.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.001261] [CE 4.629 (4.623)] [KD 5.136 (5.092)] +2024-10-13 04:42:37,966 - Train: 55.47% [693900/1251000] [554.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.001261] [CE 4.328 (4.639)] [KD 4.895 (5.136)] +2024-10-13 04:42:45,538 - Train: 55.47% [693950/1251000] [554.7/1000.0] [batch_t 0.143 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.001261] [CE 4.487 (4.665)] [KD 5.353 (5.129)] +2024-10-13 04:42:52,978 - Train: 55.48% [694000/1251000] [554.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.007] [optim_t 0.142] [lr 0.001261] [CE 4.973 (4.674)] [KD 5.095 (5.081)] +2024-10-13 04:43:00,438 - Train: 55.48% [694050/1251000] [554.8/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.001261] [CE 4.228 (4.678)] [KD 4.762 (5.091)] +2024-10-13 04:43:07,922 - Train: 55.48% [694100/1251000] [554.8/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.151] [lr 0.001260] [CE 4.620 (4.611)] [KD 5.346 (5.026)] +2024-10-13 04:43:15,501 - Train: 55.49% [694150/1251000] [554.9/1000.0] [batch_t 0.261 (0.151)] [data_t 0.004] [optim_t 0.258] [lr 0.001260] [CE 4.537 (4.670)] [KD 4.988 (5.041)] +2024-10-13 04:43:23,266 - Train: 55.49% [694200/1251000] [554.9/1000.0] [batch_t 0.144 (0.155)] [data_t 0.004] [optim_t 0.140] [lr 0.001260] [CE 4.407 (4.625)] [KD 4.970 (5.028)] +2024-10-13 04:43:30,780 - Train: 55.50% [694250/1251000] [555.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001260] [CE 4.470 (4.539)] [KD 5.160 (5.052)] +2024-10-13 04:43:38,269 - Train: 55.50% [694300/1251000] [555.0/1000.0] [batch_t 0.139 (0.150)] [data_t 0.005] [optim_t 0.133] [lr 0.001260] [CE 4.684 (4.680)] [KD 5.156 (5.145)] +2024-10-13 04:43:44,629 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 32417] [top5_cnt 43248] [top_all 50000] +2024-10-13 04:43:44,629 - net: 64.834 (86.496) +2024-10-13 04:43:50,392 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 35869] [top5_cnt 45326] [top_all 50000] +2024-10-13 04:43:50,392 - net_E: 71.738 (90.652) +2024-10-13 04:43:50,582 - Max [top1: 66.812 (epoch: 549)] [top1-ema: 71.762 (epoch: 552)] +2024-10-13 04:43:50,582 - ==> Total time: 1 day, 6:56:41 Eta: 1 day, 0:48:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 04:44:00,710 - Train: 55.50% [694350/1251000] [555.0/1000.0] [batch_t 0.145 (0.160)] [data_t 0.004] [optim_t 0.141] [lr 0.001260] [CE 4.485 (4.636)] [KD 5.013 (5.113)] +2024-10-13 04:44:08,259 - Train: 55.51% [694400/1251000] [555.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001259] [CE 4.305 (4.716)] [KD 4.998 (5.084)] +2024-10-13 04:44:15,973 - Train: 55.51% [694450/1251000] [555.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001259] [CE 4.300 (4.577)] [KD 4.722 (5.018)] +2024-10-13 04:44:23,362 - Train: 55.52% [694500/1251000] [555.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.001259] [CE 4.441 (4.620)] [KD 4.990 (5.031)] +2024-10-13 04:44:30,897 - Train: 55.52% [694550/1251000] [555.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001259] [CE 4.579 (4.650)] [KD 5.349 (5.135)] +2024-10-13 04:44:38,576 - Train: 55.52% [694600/1251000] [555.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001259] [CE 5.108 (4.593)] [KD 5.435 (5.053)] +2024-10-13 04:44:46,064 - Train: 55.53% [694650/1251000] [555.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001258] [CE 4.768 (4.665)] [KD 5.454 (5.122)] +2024-10-13 04:44:53,611 - Train: 55.53% [694700/1251000] [555.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.001258] [CE 4.579 (4.590)] [KD 5.137 (5.018)] +2024-10-13 04:45:01,127 - Train: 55.54% [694750/1251000] [555.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.001258] [CE 4.606 (4.679)] [KD 5.138 (5.135)] +2024-10-13 04:45:08,731 - Train: 55.54% [694800/1251000] [555.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001258] [CE 4.305 (4.628)] [KD 4.919 (5.108)] +2024-10-13 04:45:16,396 - Train: 55.54% [694850/1251000] [555.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001258] [CE 4.944 (4.686)] [KD 5.403 (5.098)] +2024-10-13 04:45:23,808 - Train: 55.55% [694900/1251000] [555.5/1000.0] [batch_t 0.155 (0.148)] [data_t 0.003] [optim_t 0.152] [lr 0.001258] [CE 4.682 (4.631)] [KD 5.407 (5.064)] +2024-10-13 04:45:31,342 - Train: 55.55% [694950/1251000] [555.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001257] [CE 4.983 (4.622)] [KD 4.841 (5.085)] +2024-10-13 04:45:39,110 - Train: 55.56% [695000/1251000] [555.6/1000.0] [batch_t 0.264 (0.155)] [data_t 0.004] [optim_t 0.260] [lr 0.001257] [CE 4.625 (4.615)] [KD 5.153 (5.105)] +2024-10-13 04:45:46,540 - Train: 55.56% [695050/1251000] [555.6/1000.0] [batch_t 0.150 (0.148)] [data_t 0.009] [optim_t 0.141] [lr 0.001257] [CE 4.495 (4.634)] [KD 4.848 (5.038)] +2024-10-13 04:45:53,930 - Train: 55.56% [695100/1251000] [555.6/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.001257] [CE 4.667 (4.610)] [KD 5.060 (5.001)] +2024-10-13 04:46:01,484 - Train: 55.57% [695150/1251000] [555.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001257] [CE 4.556 (4.641)] [KD 5.386 (5.153)] +2024-10-13 04:46:09,081 - Train: 55.57% [695200/1251000] [555.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.001256] [CE 4.994 (4.672)] [KD 4.892 (5.097)] +2024-10-13 04:46:16,637 - Train: 55.58% [695250/1251000] [555.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001256] [CE 4.472 (4.676)] [KD 4.876 (5.080)] +2024-10-13 04:46:24,325 - Train: 55.58% [695300/1251000] [555.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001256] [CE 4.303 (4.614)] [KD 5.037 (5.023)] +2024-10-13 04:46:32,009 - Train: 55.58% [695350/1251000] [555.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.001256] [CE 4.343 (4.687)] [KD 5.177 (5.217)] +2024-10-13 04:46:39,572 - Train: 55.59% [695400/1251000] [555.9/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.151] [lr 0.001256] [CE 4.759 (4.601)] [KD 5.263 (5.067)] +2024-10-13 04:46:47,295 - Train: 55.59% [695450/1251000] [555.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001255] [CE 4.518 (4.606)] [KD 5.166 (5.153)] +2024-10-13 04:46:54,805 - Train: 55.60% [695500/1251000] [556.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.001255] [CE 4.558 (4.648)] [KD 5.022 (5.133)] +2024-10-13 04:47:02,331 - Train: 55.60% [695550/1251000] [556.0/1000.0] [batch_t 0.142 (0.150)] [data_t 0.003] [optim_t 0.139] [lr 0.001255] [CE 4.983 (4.667)] [KD 5.221 (5.156)] +2024-10-13 04:47:09,055 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 32750] [top5_cnt 43358] [top_all 50000] +2024-10-13 04:47:09,055 - net: 65.500 (86.716) +2024-10-13 04:47:14,956 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 35926] [top5_cnt 45336] [top_all 50000] +2024-10-13 04:47:14,957 - net_E: 71.852 (90.672) +2024-10-13 04:47:15,136 - Max [top1: 66.812 (epoch: 549)] [top1-ema: 71.852 (epoch: 556)] +2024-10-13 04:47:15,136 - ==> Total time: 1 day, 7:00:06 Eta: 1 day, 0:45:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 04:47:25,315 - Train: 55.60% [695600/1251000] [556.0/1000.0] [batch_t 0.149 (0.165)] [data_t 0.007] [optim_t 0.142] [lr 0.001255] [CE 5.161 (4.604)] [KD 5.458 (5.132)] +2024-10-13 04:47:32,825 - Train: 55.61% [695650/1251000] [556.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001255] [CE 4.809 (4.626)] [KD 4.981 (5.057)] +2024-10-13 04:47:40,502 - Train: 55.61% [695700/1251000] [556.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001255] [CE 5.219 (4.611)] [KD 5.436 (5.045)] +2024-10-13 04:47:48,053 - Train: 55.62% [695750/1251000] [556.2/1000.0] [batch_t 0.265 (0.151)] [data_t 0.004] [optim_t 0.261] [lr 0.001254] [CE 4.396 (4.594)] [KD 5.339 (5.039)] +2024-10-13 04:47:55,444 - Train: 55.62% [695800/1251000] [556.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001254] [CE 4.359 (4.593)] [KD 4.905 (5.058)] +2024-10-13 04:48:02,986 - Train: 55.62% [695850/1251000] [556.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001254] [CE 4.602 (4.650)] [KD 4.825 (5.077)] +2024-10-13 04:48:10,435 - Train: 55.63% [695900/1251000] [556.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001254] [CE 4.950 (4.609)] [KD 5.096 (5.099)] +2024-10-13 04:48:17,867 - Train: 55.63% [695950/1251000] [556.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.001254] [CE 4.658 (4.615)] [KD 5.169 (5.040)] +2024-10-13 04:48:25,758 - Train: 55.64% [696000/1251000] [556.4/1000.0] [batch_t 0.156 (0.158)] [data_t 0.005] [optim_t 0.151] [lr 0.001253] [CE 4.584 (4.638)] [KD 5.272 (5.061)] +2024-10-13 04:48:33,258 - Train: 55.64% [696050/1251000] [556.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.001253] [CE 4.499 (4.677)] [KD 4.945 (5.124)] +2024-10-13 04:48:40,648 - Train: 55.64% [696100/1251000] [556.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001253] [CE 4.645 (4.596)] [KD 5.022 (5.102)] +2024-10-13 04:48:48,190 - Train: 55.65% [696150/1251000] [556.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001253] [CE 4.558 (4.629)] [KD 4.912 (5.022)] +2024-10-13 04:48:55,791 - Train: 55.65% [696200/1251000] [556.5/1000.0] [batch_t 0.239 (0.152)] [data_t 0.005] [optim_t 0.233] [lr 0.001253] [CE 4.658 (4.588)] [KD 4.995 (5.078)] +2024-10-13 04:49:03,340 - Train: 55.66% [696250/1251000] [556.6/1000.0] [batch_t 0.278 (0.151)] [data_t 0.004] [optim_t 0.274] [lr 0.001253] [CE 4.822 (4.593)] [KD 5.222 (5.043)] +2024-10-13 04:49:10,749 - Train: 55.66% [696300/1251000] [556.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001252] [CE 4.204 (4.608)] [KD 4.959 (5.087)] +2024-10-13 04:49:18,165 - Train: 55.66% [696350/1251000] [556.6/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.001252] [CE 4.634 (4.666)] [KD 5.156 (5.022)] +2024-10-13 04:49:25,687 - Train: 55.67% [696400/1251000] [556.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.001252] [CE 4.777 (4.636)] [KD 4.868 (5.084)] +2024-10-13 04:49:33,343 - Train: 55.67% [696450/1251000] [556.7/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.001252] [CE 4.165 (4.607)] [KD 4.940 (5.040)] +2024-10-13 04:49:40,945 - Train: 55.68% [696500/1251000] [556.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001252] [CE 4.604 (4.604)] [KD 4.909 (5.096)] +2024-10-13 04:49:48,551 - Train: 55.68% [696550/1251000] [556.8/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.001251] [CE 4.412 (4.615)] [KD 5.073 (5.059)] +2024-10-13 04:49:56,055 - Train: 55.68% [696600/1251000] [556.8/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.001251] [CE 4.633 (4.620)] [KD 5.075 (5.060)] +2024-10-13 04:50:03,478 - Train: 55.69% [696650/1251000] [556.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001251] [CE 4.308 (4.631)] [KD 4.773 (5.063)] +2024-10-13 04:50:10,913 - Train: 55.69% [696700/1251000] [556.9/1000.0] [batch_t 0.155 (0.149)] [data_t 0.006] [optim_t 0.149] [lr 0.001251] [CE 4.862 (4.615)] [KD 5.302 (5.094)] +2024-10-13 04:50:18,415 - Train: 55.70% [696750/1251000] [557.0/1000.0] [batch_t 0.261 (0.150)] [data_t 0.003] [optim_t 0.258] [lr 0.001251] [CE 4.209 (4.639)] [KD 4.742 (5.060)] +2024-10-13 04:50:25,737 - Train: 55.70% [696800/1251000] [557.0/1000.0] [batch_t 0.139 (0.146)] [data_t 0.005] [optim_t 0.134] [lr 0.001251] [CE 4.743 (4.638)] [KD 5.424 (5.125)] +2024-10-13 04:50:32,427 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 32938] [top5_cnt 43517] [top_all 50000] +2024-10-13 04:50:32,428 - net: 65.876 (87.034) +2024-10-13 04:50:38,205 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 35960] [top5_cnt 45322] [top_all 50000] +2024-10-13 04:50:38,205 - net_E: 71.920 (90.644) +2024-10-13 04:50:38,361 - Max [top1: 66.812 (epoch: 549)] [top1-ema: 71.920 (epoch: 557)] +2024-10-13 04:50:38,361 - ==> Total time: 1 day, 7:03:29 Eta: 1 day, 0:42:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 04:50:48,084 - Train: 55.70% [696850/1251000] [557.0/1000.0] [batch_t 0.146 (0.165)] [data_t 0.004] [optim_t 0.142] [lr 0.001250] [CE 4.661 (4.654)] [KD 5.175 (5.042)] +2024-10-13 04:50:55,585 - Train: 55.71% [696900/1251000] [557.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001250] [CE 4.951 (4.558)] [KD 5.236 (5.019)] +2024-10-13 04:51:03,283 - Train: 55.71% [696950/1251000] [557.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.001250] [CE 4.675 (4.624)] [KD 5.031 (5.042)] +2024-10-13 04:51:10,885 - Train: 55.72% [697000/1251000] [557.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001250] [CE 4.424 (4.623)] [KD 4.494 (4.993)] +2024-10-13 04:51:18,327 - Train: 55.72% [697050/1251000] [557.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001250] [CE 4.397 (4.613)] [KD 4.916 (5.050)] +2024-10-13 04:51:25,951 - Train: 55.72% [697100/1251000] [557.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001249] [CE 5.246 (4.613)] [KD 5.257 (5.081)] +2024-10-13 04:51:33,546 - Train: 55.73% [697150/1251000] [557.3/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.152] [lr 0.001249] [CE 4.097 (4.633)] [KD 5.087 (5.095)] +2024-10-13 04:51:41,206 - Train: 55.73% [697200/1251000] [557.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.001249] [CE 4.725 (4.690)] [KD 5.305 (5.127)] +2024-10-13 04:51:49,049 - Train: 55.74% [697250/1251000] [557.4/1000.0] [batch_t 0.146 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.001249] [CE 5.004 (4.599)] [KD 5.308 (5.063)] +2024-10-13 04:51:56,604 - Train: 55.74% [697300/1251000] [557.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.001249] [CE 4.870 (4.565)] [KD 5.194 (5.042)] +2024-10-13 04:52:04,108 - Train: 55.74% [697350/1251000] [557.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001249] [CE 4.428 (4.643)] [KD 5.124 (5.164)] +2024-10-13 04:52:11,646 - Train: 55.75% [697400/1251000] [557.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001248] [CE 5.166 (4.607)] [KD 5.036 (5.080)] +2024-10-13 04:52:19,129 - Train: 55.75% [697450/1251000] [557.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001248] [CE 4.577 (4.662)] [KD 4.989 (5.119)] +2024-10-13 04:52:26,531 - Train: 55.76% [697500/1251000] [557.6/1000.0] [batch_t 0.149 (0.148)] [data_t 0.007] [optim_t 0.143] [lr 0.001248] [CE 5.097 (4.651)] [KD 5.361 (5.094)] +2024-10-13 04:52:34,060 - Train: 55.76% [697550/1251000] [557.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.001248] [CE 4.239 (4.539)] [KD 4.875 (5.009)] +2024-10-13 04:52:41,738 - Train: 55.76% [697600/1251000] [557.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.001248] [CE 5.123 (4.656)] [KD 5.383 (5.071)] +2024-10-13 04:52:49,276 - Train: 55.77% [697650/1251000] [557.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001247] [CE 5.219 (4.644)] [KD 5.546 (5.096)] +2024-10-13 04:52:56,943 - Train: 55.77% [697700/1251000] [557.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001247] [CE 5.088 (4.655)] [KD 5.271 (5.116)] +2024-10-13 04:53:04,573 - Train: 55.78% [697750/1251000] [557.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001247] [CE 4.492 (4.618)] [KD 4.964 (5.084)] +2024-10-13 04:53:12,122 - Train: 55.78% [697800/1251000] [557.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001247] [CE 5.030 (4.657)] [KD 5.128 (5.079)] +2024-10-13 04:53:19,665 - Train: 55.78% [697850/1251000] [557.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.001247] [CE 4.417 (4.664)] [KD 5.067 (5.093)] +2024-10-13 04:53:27,100 - Train: 55.79% [697900/1251000] [557.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.001246] [CE 4.844 (4.585)] [KD 5.131 (5.057)] +2024-10-13 04:53:34,643 - Train: 55.79% [697950/1251000] [557.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001246] [CE 4.586 (4.634)] [KD 4.864 (5.081)] +2024-10-13 04:53:42,148 - Train: 55.80% [698000/1251000] [558.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001246] [CE 4.117 (4.621)] [KD 4.977 (5.079)] +2024-10-13 04:53:49,809 - Train: 55.80% [698050/1251000] [558.0/1000.0] [batch_t 0.140 (0.153)] [data_t 0.004] [optim_t 0.136] [lr 0.001246] [CE 5.007 (4.568)] [KD 5.155 (5.099)] +2024-10-13 04:53:56,587 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 33408] [top5_cnt 43856] [top_all 50000] +2024-10-13 04:53:56,587 - net: 66.816 (87.712) +2024-10-13 04:54:02,320 - Test (net_E): 100.00% [50/50] [batch_t 0.029 (0.102)] [top1_cnt 35957] [top5_cnt 45307] [top_all 50000] +2024-10-13 04:54:02,321 - net_E: 71.914 (90.614) +2024-10-13 04:54:02,475 - Max [top1: 66.816 (epoch: 558)] [top1-ema: 71.920 (epoch: 557)] +2024-10-13 04:54:02,475 - ==> Total time: 1 day, 7:06:53 Eta: 1 day, 0:38:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 04:54:14,010 - Train: 55.80% [698100/1251000] [558.0/1000.0] [batch_t 0.145 (0.163)] [data_t 0.003] [optim_t 0.141] [lr 0.001246] [CE 4.538 (4.641)] [KD 5.188 (5.014)] +2024-10-13 04:54:21,550 - Train: 55.81% [698150/1251000] [558.1/1000.0] [batch_t 0.143 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.001246] [CE 4.621 (4.595)] [KD 5.073 (4.997)] +2024-10-13 04:54:29,090 - Train: 55.81% [698200/1251000] [558.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001245] [CE 4.576 (4.545)] [KD 5.035 (4.964)] +2024-10-13 04:54:36,692 - Train: 55.82% [698250/1251000] [558.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.001245] [CE 5.272 (4.649)] [KD 5.574 (5.026)] +2024-10-13 04:54:44,368 - Train: 55.82% [698300/1251000] [558.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.001245] [CE 4.567 (4.649)] [KD 4.998 (5.092)] +2024-10-13 04:54:51,777 - Train: 55.82% [698350/1251000] [558.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001245] [CE 4.899 (4.644)] [KD 5.255 (5.070)] +2024-10-13 04:54:59,291 - Train: 55.83% [698400/1251000] [558.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001245] [CE 4.279 (4.546)] [KD 4.799 (5.024)] +2024-10-13 04:55:07,046 - Train: 55.83% [698450/1251000] [558.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001244] [CE 3.999 (4.616)] [KD 4.923 (5.108)] +2024-10-13 04:55:14,502 - Train: 55.84% [698500/1251000] [558.4/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.001244] [CE 4.269 (4.582)] [KD 4.939 (5.050)] +2024-10-13 04:55:22,116 - Train: 55.84% [698550/1251000] [558.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001244] [CE 4.316 (4.628)] [KD 5.047 (5.030)] +2024-10-13 04:55:29,735 - Train: 55.84% [698600/1251000] [558.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001244] [CE 4.502 (4.552)] [KD 5.120 (5.070)] +2024-10-13 04:55:37,242 - Train: 55.85% [698650/1251000] [558.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001244] [CE 4.590 (4.549)] [KD 5.224 (5.052)] +2024-10-13 04:55:44,612 - Train: 55.85% [698700/1251000] [558.5/1000.0] [batch_t 0.155 (0.147)] [data_t 0.005] [optim_t 0.150] [lr 0.001244] [CE 4.845 (4.607)] [KD 4.896 (5.075)] +2024-10-13 04:55:51,991 - Train: 55.86% [698750/1251000] [558.6/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.140] [lr 0.001243] [CE 4.191 (4.612)] [KD 5.127 (5.101)] +2024-10-13 04:55:59,384 - Train: 55.86% [698800/1251000] [558.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001243] [CE 4.644 (4.619)] [KD 5.221 (5.038)] +2024-10-13 04:56:07,239 - Train: 55.86% [698850/1251000] [558.6/1000.0] [batch_t 0.146 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.001243] [CE 4.764 (4.664)] [KD 4.939 (5.060)] +2024-10-13 04:56:14,886 - Train: 55.87% [698900/1251000] [558.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.001243] [CE 4.204 (4.596)] [KD 4.864 (5.053)] +2024-10-13 04:56:22,245 - Train: 55.87% [698950/1251000] [558.7/1000.0] [batch_t 0.146 (0.147)] [data_t 0.007] [optim_t 0.139] [lr 0.001243] [CE 5.172 (4.686)] [KD 5.345 (5.097)] +2024-10-13 04:56:29,624 - Train: 55.88% [699000/1251000] [558.8/1000.0] [batch_t 0.152 (0.147)] [data_t 0.004] [optim_t 0.147] [lr 0.001242] [CE 4.657 (4.654)] [KD 4.830 (5.104)] +2024-10-13 04:56:37,303 - Train: 55.88% [699050/1251000] [558.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001242] [CE 4.949 (4.559)] [KD 5.386 (5.052)] +2024-10-13 04:56:44,802 - Train: 55.88% [699100/1251000] [558.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001242] [CE 4.440 (4.624)] [KD 4.692 (5.078)] +2024-10-13 04:56:52,348 - Train: 55.89% [699150/1251000] [558.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001242] [CE 5.171 (4.527)] [KD 5.471 (4.988)] +2024-10-13 04:56:59,802 - Train: 55.89% [699200/1251000] [558.9/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.001242] [CE 3.909 (4.607)] [KD 4.761 (5.065)] +2024-10-13 04:57:07,239 - Train: 55.90% [699250/1251000] [559.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.001242] [CE 4.451 (4.572)] [KD 5.332 (5.074)] +2024-10-13 04:57:14,942 - Train: 55.90% [699300/1251000] [559.0/1000.0] [batch_t 0.141 (0.154)] [data_t 0.004] [optim_t 0.137] [lr 0.001241] [CE 4.758 (4.637)] [KD 5.277 (5.095)] +2024-10-13 04:57:22,080 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 33053] [top5_cnt 43592] [top_all 50000] +2024-10-13 04:57:22,081 - net: 66.106 (87.184) +2024-10-13 04:57:27,931 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 35968] [top5_cnt 45286] [top_all 50000] +2024-10-13 04:57:27,931 - net_E: 71.936 (90.572) +2024-10-13 04:57:28,087 - Max [top1: 66.816 (epoch: 558)] [top1-ema: 71.936 (epoch: 559)] +2024-10-13 04:57:28,087 - ==> Total time: 1 day, 7:10:19 Eta: 1 day, 0:35:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 04:57:37,407 - Train: 55.90% [699350/1251000] [559.0/1000.0] [batch_t 0.144 (0.162)] [data_t 0.004] [optim_t 0.140] [lr 0.001241] [CE 4.558 (4.628)] [KD 5.008 (5.076)] +2024-10-13 04:57:45,111 - Train: 55.91% [699400/1251000] [559.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.001241] [CE 4.347 (4.613)] [KD 4.875 (5.052)] +2024-10-13 04:57:52,884 - Train: 55.91% [699450/1251000] [559.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.001241] [CE 4.409 (4.628)] [KD 5.170 (5.038)] +2024-10-13 04:58:00,392 - Train: 55.92% [699500/1251000] [559.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001241] [CE 5.233 (4.655)] [KD 5.114 (4.983)] +2024-10-13 04:58:08,067 - Train: 55.92% [699550/1251000] [559.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001240] [CE 4.763 (4.555)] [KD 5.112 (4.992)] +2024-10-13 04:58:15,529 - Train: 55.92% [699600/1251000] [559.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001240] [CE 4.938 (4.665)] [KD 5.561 (5.054)] +2024-10-13 04:58:22,941 - Train: 55.93% [699650/1251000] [559.3/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.001240] [CE 4.659 (4.583)] [KD 5.284 (4.992)] +2024-10-13 04:58:30,681 - Train: 55.93% [699700/1251000] [559.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.001240] [CE 4.661 (4.571)] [KD 4.937 (4.986)] +2024-10-13 04:58:38,105 - Train: 55.94% [699750/1251000] [559.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.001240] [CE 4.999 (4.543)] [KD 5.314 (5.029)] +2024-10-13 04:58:45,688 - Train: 55.94% [699800/1251000] [559.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001240] [CE 5.233 (4.538)] [KD 5.607 (5.031)] +2024-10-13 04:58:53,375 - Train: 55.94% [699850/1251000] [559.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.001239] [CE 4.996 (4.648)] [KD 5.263 (5.086)] +2024-10-13 04:59:01,035 - Train: 55.95% [699900/1251000] [559.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001239] [CE 4.625 (4.592)] [KD 4.869 (5.016)] +2024-10-13 04:59:08,531 - Train: 55.95% [699950/1251000] [559.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001239] [CE 4.931 (4.635)] [KD 5.283 (5.062)] +2024-10-13 04:59:16,001 - Train: 55.96% [700000/1251000] [559.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.001239] [CE 4.456 (4.596)] [KD 4.961 (5.029)] +2024-10-13 04:59:23,434 - Train: 55.96% [700050/1251000] [559.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.001239] [CE 4.471 (4.658)] [KD 5.121 (5.059)] +2024-10-13 04:59:30,889 - Train: 55.96% [700100/1251000] [559.6/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001238] [CE 4.559 (4.641)] [KD 4.994 (5.123)] +2024-10-13 04:59:38,747 - Train: 55.97% [700150/1251000] [559.7/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.001238] [CE 4.229 (4.628)] [KD 5.074 (5.054)] +2024-10-13 04:59:46,191 - Train: 55.97% [700200/1251000] [559.7/1000.0] [batch_t 0.162 (0.149)] [data_t 0.004] [optim_t 0.157] [lr 0.001238] [CE 5.176 (4.642)] [KD 5.236 (5.112)] +2024-10-13 04:59:53,901 - Train: 55.98% [700250/1251000] [559.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001238] [CE 4.563 (4.615)] [KD 5.202 (5.107)] +2024-10-13 05:00:01,529 - Train: 55.98% [700300/1251000] [559.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.001238] [CE 4.517 (4.591)] [KD 5.033 (5.085)] +2024-10-13 05:00:09,176 - Train: 55.98% [700350/1251000] [559.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.001238] [CE 4.966 (4.566)] [KD 5.313 (5.074)] +2024-10-13 05:00:16,644 - Train: 55.99% [700400/1251000] [559.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.001237] [CE 4.491 (4.632)] [KD 5.653 (5.116)] +2024-10-13 05:00:24,259 - Train: 55.99% [700450/1251000] [559.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001237] [CE 4.206 (4.622)] [KD 4.844 (5.110)] +2024-10-13 05:00:31,716 - Train: 56.00% [700500/1251000] [560.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001237] [CE 4.612 (4.643)] [KD 5.205 (5.054)] +2024-10-13 05:00:39,492 - Train: 56.00% [700550/1251000] [560.0/1000.0] [batch_t 0.140 (0.155)] [data_t 0.004] [optim_t 0.136] [lr 0.001237] [CE 4.799 (4.610)] [KD 5.212 (5.064)] +2024-10-13 05:00:46,551 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 33403] [top5_cnt 43858] [top_all 50000] +2024-10-13 05:00:46,551 - net: 66.806 (87.716) +2024-10-13 05:00:52,335 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.100)] [top1_cnt 35992] [top5_cnt 45284] [top_all 50000] +2024-10-13 05:00:52,335 - net_E: 71.984 (90.568) +2024-10-13 05:00:52,511 - Max [top1: 66.816 (epoch: 558)] [top1-ema: 71.984 (epoch: 560)] +2024-10-13 05:00:52,511 - ==> Total time: 1 day, 7:13:43 Eta: 1 day, 0:32:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 05:01:01,624 - Train: 56.00% [700600/1251000] [560.0/1000.0] [batch_t 0.151 (0.161)] [data_t 0.006] [optim_t 0.145] [lr 0.001237] [CE 4.803 (4.586)] [KD 5.209 (4.939)] +2024-10-13 05:01:09,164 - Train: 56.01% [700650/1251000] [560.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001236] [CE 4.827 (4.624)] [KD 4.930 (5.055)] +2024-10-13 05:01:16,930 - Train: 56.01% [700700/1251000] [560.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.006] [optim_t 0.148] [lr 0.001236] [CE 4.909 (4.596)] [KD 5.044 (4.971)] +2024-10-13 05:01:24,512 - Train: 56.02% [700750/1251000] [560.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.001236] [CE 4.778 (4.635)] [KD 5.199 (5.051)] +2024-10-13 05:01:32,078 - Train: 56.02% [700800/1251000] [560.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001236] [CE 5.192 (4.539)] [KD 5.788 (4.957)] +2024-10-13 05:01:39,505 - Train: 56.02% [700850/1251000] [560.2/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.001236] [CE 4.128 (4.624)] [KD 4.858 (5.069)] +2024-10-13 05:01:47,089 - Train: 56.03% [700900/1251000] [560.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.001235] [CE 4.637 (4.625)] [KD 5.063 (5.081)] +2024-10-13 05:01:54,731 - Train: 56.03% [700950/1251000] [560.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.001235] [CE 4.830 (4.558)] [KD 5.106 (4.957)] +2024-10-13 05:02:02,680 - Train: 56.04% [701000/1251000] [560.4/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.001235] [CE 4.295 (4.594)] [KD 4.550 (5.014)] +2024-10-13 05:02:10,313 - Train: 56.04% [701050/1251000] [560.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001235] [CE 4.862 (4.624)] [KD 5.056 (5.051)] +2024-10-13 05:02:17,904 - Train: 56.04% [701100/1251000] [560.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001235] [CE 4.685 (4.618)] [KD 4.792 (5.043)] +2024-10-13 05:02:25,539 - Train: 56.05% [701150/1251000] [560.5/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.001235] [CE 4.888 (4.619)] [KD 5.347 (5.058)] +2024-10-13 05:02:32,980 - Train: 56.05% [701200/1251000] [560.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.001234] [CE 4.233 (4.616)] [KD 4.902 (5.069)] +2024-10-13 05:02:40,560 - Train: 56.06% [701250/1251000] [560.6/1000.0] [batch_t 0.157 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.001234] [CE 4.344 (4.595)] [KD 4.897 (5.036)] +2024-10-13 05:02:48,064 - Train: 56.06% [701300/1251000] [560.6/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.001234] [CE 4.955 (4.595)] [KD 5.106 (4.969)] +2024-10-13 05:02:55,507 - Train: 56.06% [701350/1251000] [560.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.001234] [CE 5.195 (4.558)] [KD 5.319 (5.047)] +2024-10-13 05:03:03,317 - Train: 56.07% [701400/1251000] [560.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001234] [CE 4.771 (4.592)] [KD 5.182 (5.086)] +2024-10-13 05:03:10,930 - Train: 56.07% [701450/1251000] [560.7/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.001233] [CE 4.846 (4.582)] [KD 5.192 (5.055)] +2024-10-13 05:03:18,544 - Train: 56.08% [701500/1251000] [560.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001233] [CE 4.170 (4.636)] [KD 4.800 (5.084)] +2024-10-13 05:03:26,401 - Train: 56.08% [701550/1251000] [560.8/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.001233] [CE 4.319 (4.651)] [KD 4.682 (5.030)] +2024-10-13 05:03:34,014 - Train: 56.08% [701600/1251000] [560.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.001233] [CE 4.696 (4.603)] [KD 5.310 (5.060)] +2024-10-13 05:03:41,516 - Train: 56.09% [701650/1251000] [560.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001233] [CE 4.858 (4.603)] [KD 5.299 (5.081)] +2024-10-13 05:03:49,133 - Train: 56.09% [701700/1251000] [560.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001233] [CE 5.109 (4.597)] [KD 5.124 (5.059)] +2024-10-13 05:03:56,644 - Train: 56.10% [701750/1251000] [561.0/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.001232] [CE 4.464 (4.574)] [KD 5.096 (5.073)] +2024-10-13 05:04:04,133 - Train: 56.10% [701800/1251000] [561.0/1000.0] [batch_t 0.138 (0.150)] [data_t 0.002] [optim_t 0.136] [lr 0.001232] [CE 4.256 (4.656)] [KD 4.871 (5.149)] +2024-10-13 05:04:11,566 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.101)] [top1_cnt 32981] [top5_cnt 43544] [top_all 50000] +2024-10-13 05:04:11,566 - net: 65.962 (87.088) +2024-10-13 05:04:17,301 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.102)] [top1_cnt 35985] [top5_cnt 45285] [top_all 50000] +2024-10-13 05:04:17,302 - net_E: 71.970 (90.570) +2024-10-13 05:04:17,453 - Max [top1: 66.816 (epoch: 558)] [top1-ema: 71.984 (epoch: 560)] +2024-10-13 05:04:17,454 - ==> Total time: 1 day, 7:17:08 Eta: 1 day, 0:28:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 05:04:25,425 - Train: 56.10% [701850/1251000] [561.0/1000.0] [batch_t 0.151 (0.160)] [data_t 0.004] [optim_t 0.148] [lr 0.001232] [CE 4.538 (4.649)] [KD 4.900 (5.149)] +2024-10-13 05:04:33,165 - Train: 56.11% [701900/1251000] [561.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.001232] [CE 4.174 (4.579)] [KD 5.198 (5.078)] +2024-10-13 05:04:40,968 - Train: 56.11% [701950/1251000] [561.1/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.001232] [CE 4.420 (4.635)] [KD 5.035 (5.027)] +2024-10-13 05:04:48,526 - Train: 56.12% [702000/1251000] [561.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.001231] [CE 4.471 (4.570)] [KD 4.908 (4.995)] +2024-10-13 05:04:56,189 - Train: 56.12% [702050/1251000] [561.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001231] [CE 4.776 (4.627)] [KD 4.740 (4.977)] +2024-10-13 05:05:03,688 - Train: 56.12% [702100/1251000] [561.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001231] [CE 4.216 (4.607)] [KD 5.156 (5.099)] +2024-10-13 05:05:11,154 - Train: 56.13% [702150/1251000] [561.3/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.001231] [CE 4.199 (4.561)] [KD 4.805 (5.022)] +2024-10-13 05:05:18,846 - Train: 56.13% [702200/1251000] [561.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001231] [CE 4.629 (4.703)] [KD 5.092 (5.142)] +2024-10-13 05:05:26,807 - Train: 56.14% [702250/1251000] [561.4/1000.0] [batch_t 0.147 (0.159)] [data_t 0.004] [optim_t 0.143] [lr 0.001231] [CE 4.665 (4.491)] [KD 4.936 (4.967)] +2024-10-13 05:05:34,414 - Train: 56.14% [702300/1251000] [561.4/1000.0] [batch_t 0.271 (0.152)] [data_t 0.003] [optim_t 0.268] [lr 0.001230] [CE 4.619 (4.621)] [KD 4.976 (5.010)] +2024-10-13 05:05:41,972 - Train: 56.14% [702350/1251000] [561.4/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001230] [CE 4.522 (4.638)] [KD 4.936 (5.063)] +2024-10-13 05:05:49,465 - Train: 56.15% [702400/1251000] [561.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001230] [CE 4.177 (4.569)] [KD 4.777 (4.989)] +2024-10-13 05:05:57,057 - Train: 56.15% [702450/1251000] [561.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.001230] [CE 4.714 (4.618)] [KD 5.256 (5.090)] +2024-10-13 05:06:04,781 - Train: 56.16% [702500/1251000] [561.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001230] [CE 4.429 (4.609)] [KD 4.694 (5.020)] +2024-10-13 05:06:12,238 - Train: 56.16% [702550/1251000] [561.6/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.001229] [CE 4.690 (4.639)] [KD 5.041 (5.063)] +2024-10-13 05:06:19,697 - Train: 56.16% [702600/1251000] [561.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001229] [CE 4.994 (4.627)] [KD 5.074 (5.050)] +2024-10-13 05:06:27,366 - Train: 56.17% [702650/1251000] [561.7/1000.0] [batch_t 0.289 (0.153)] [data_t 0.004] [optim_t 0.285] [lr 0.001229] [CE 4.728 (4.619)] [KD 5.236 (5.039)] +2024-10-13 05:06:35,058 - Train: 56.17% [702700/1251000] [561.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001229] [CE 4.790 (4.679)] [KD 4.943 (5.112)] +2024-10-13 05:06:42,726 - Train: 56.18% [702750/1251000] [561.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.001229] [CE 4.583 (4.530)] [KD 5.091 (4.941)] +2024-10-13 05:06:50,316 - Train: 56.18% [702800/1251000] [561.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001229] [CE 4.318 (4.606)] [KD 5.008 (5.089)] +2024-10-13 05:06:57,870 - Train: 56.18% [702850/1251000] [561.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001228] [CE 4.581 (4.643)] [KD 4.871 (5.021)] +2024-10-13 05:07:05,463 - Train: 56.19% [702900/1251000] [561.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001228] [CE 4.599 (4.588)] [KD 5.262 (5.039)] +2024-10-13 05:07:12,941 - Train: 56.19% [702950/1251000] [561.9/1000.0] [batch_t 0.158 (0.149)] [data_t 0.005] [optim_t 0.153] [lr 0.001228] [CE 4.528 (4.545)] [KD 4.877 (4.948)] +2024-10-13 05:07:20,370 - Train: 56.20% [703000/1251000] [562.0/1000.0] [batch_t 0.156 (0.148)] [data_t 0.004] [optim_t 0.151] [lr 0.001228] [CE 4.004 (4.579)] [KD 4.783 (5.078)] +2024-10-13 05:07:28,002 - Train: 56.20% [703050/1251000] [562.0/1000.0] [batch_t 0.142 (0.153)] [data_t 0.003] [optim_t 0.139] [lr 0.001228] [CE 4.529 (4.647)] [KD 5.132 (5.050)] +2024-10-13 05:07:35,465 - Test (net): 100.00% [50/50] [batch_t 0.031 (0.106)] [top1_cnt 33292] [top5_cnt 43824] [top_all 50000] +2024-10-13 05:07:35,465 - net: 66.584 (87.648) +2024-10-13 05:07:41,384 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36015] [top5_cnt 45302] [top_all 50000] +2024-10-13 05:07:41,384 - net_E: 72.030 (90.604) +2024-10-13 05:07:41,540 - Max [top1: 66.816 (epoch: 558)] [top1-ema: 72.030 (epoch: 562)] +2024-10-13 05:07:41,540 - ==> Total time: 1 day, 7:20:32 Eta: 1 day, 0:25:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 05:07:50,819 - Train: 56.20% [703100/1251000] [562.0/1000.0] [batch_t 0.146 (0.163)] [data_t 0.004] [optim_t 0.143] [lr 0.001227] [CE 4.810 (4.585)] [KD 5.205 (4.989)] +2024-10-13 05:07:58,517 - Train: 56.21% [703150/1251000] [562.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001227] [CE 4.749 (4.599)] [KD 5.201 (4.999)] +2024-10-13 05:08:06,117 - Train: 56.21% [703200/1251000] [562.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001227] [CE 4.740 (4.596)] [KD 5.220 (4.982)] +2024-10-13 05:08:13,572 - Train: 56.22% [703250/1251000] [562.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.001227] [CE 4.496 (4.687)] [KD 5.007 (5.040)] +2024-10-13 05:08:21,254 - Train: 56.22% [703300/1251000] [562.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001227] [CE 4.294 (4.623)] [KD 4.747 (5.025)] +2024-10-13 05:08:28,860 - Train: 56.22% [703350/1251000] [562.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001227] [CE 4.561 (4.533)] [KD 5.105 (5.021)] +2024-10-13 05:08:36,304 - Train: 56.23% [703400/1251000] [562.3/1000.0] [batch_t 0.154 (0.149)] [data_t 0.006] [optim_t 0.149] [lr 0.001226] [CE 4.815 (4.535)] [KD 5.021 (4.983)] +2024-10-13 05:08:43,942 - Train: 56.23% [703450/1251000] [562.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001226] [CE 4.431 (4.566)] [KD 5.111 (4.998)] +2024-10-13 05:08:51,822 - Train: 56.24% [703500/1251000] [562.4/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.001226] [CE 4.548 (4.611)] [KD 5.309 (5.041)] +2024-10-13 05:08:59,281 - Train: 56.24% [703550/1251000] [562.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001226] [CE 4.231 (4.620)] [KD 4.790 (5.095)] +2024-10-13 05:09:07,190 - Train: 56.24% [703600/1251000] [562.4/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.145] [lr 0.001226] [CE 5.068 (4.633)] [KD 5.313 (5.053)] +2024-10-13 05:09:14,788 - Train: 56.25% [703650/1251000] [562.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001225] [CE 4.546 (4.631)] [KD 4.830 (5.083)] +2024-10-13 05:09:22,261 - Train: 56.25% [703700/1251000] [562.5/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.151] [lr 0.001225] [CE 4.337 (4.595)] [KD 4.818 (5.044)] +2024-10-13 05:09:29,894 - Train: 56.25% [703750/1251000] [562.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001225] [CE 4.536 (4.569)] [KD 4.841 (5.052)] +2024-10-13 05:09:37,359 - Train: 56.26% [703800/1251000] [562.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001225] [CE 4.817 (4.569)] [KD 5.073 (5.026)] +2024-10-13 05:09:44,914 - Train: 56.26% [703850/1251000] [562.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001225] [CE 4.608 (4.625)] [KD 5.025 (5.075)] +2024-10-13 05:09:52,725 - Train: 56.27% [703900/1251000] [562.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.006] [optim_t 0.144] [lr 0.001225] [CE 4.612 (4.562)] [KD 5.030 (4.999)] +2024-10-13 05:10:00,389 - Train: 56.27% [703950/1251000] [562.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001224] [CE 4.332 (4.610)] [KD 4.991 (5.056)] +2024-10-13 05:10:07,978 - Train: 56.27% [704000/1251000] [562.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001224] [CE 4.722 (4.677)] [KD 4.953 (5.129)] +2024-10-13 05:10:15,471 - Train: 56.28% [704050/1251000] [562.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001224] [CE 4.032 (4.607)] [KD 4.519 (5.027)] +2024-10-13 05:10:22,869 - Train: 56.28% [704100/1251000] [562.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001224] [CE 4.957 (4.613)] [KD 5.446 (5.100)] +2024-10-13 05:10:30,410 - Train: 56.29% [704150/1251000] [562.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001224] [CE 4.626 (4.633)] [KD 5.050 (5.087)] +2024-10-13 05:10:38,005 - Train: 56.29% [704200/1251000] [562.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001223] [CE 4.850 (4.583)] [KD 5.305 (4.999)] +2024-10-13 05:10:45,630 - Train: 56.29% [704250/1251000] [562.9/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.001223] [CE 4.651 (4.636)] [KD 5.106 (5.071)] +2024-10-13 05:10:53,392 - Train: 56.30% [704300/1251000] [563.0/1000.0] [batch_t 0.141 (0.155)] [data_t 0.003] [optim_t 0.138] [lr 0.001223] [CE 4.724 (4.611)] [KD 5.210 (4.995)] +2024-10-13 05:11:00,869 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 33922] [top5_cnt 44177] [top_all 50000] +2024-10-13 05:11:00,869 - net: 67.844 (88.354) +2024-10-13 05:11:06,759 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 36042] [top5_cnt 45309] [top_all 50000] +2024-10-13 05:11:06,759 - net_E: 72.084 (90.618) +2024-10-13 05:11:06,917 - Max [top1: 67.844 (epoch: 563)] [top1-ema: 72.084 (epoch: 563)] +2024-10-13 05:11:06,917 - ==> Total time: 1 day, 7:23:57 Eta: 1 day, 0:22:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 05:11:17,027 - Train: 56.30% [704350/1251000] [563.0/1000.0] [batch_t 0.147 (0.162)] [data_t 0.003] [optim_t 0.144] [lr 0.001223] [CE 4.726 (4.625)] [KD 4.935 (4.951)] +2024-10-13 05:11:24,555 - Train: 56.31% [704400/1251000] [563.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.001223] [CE 4.538 (4.587)] [KD 4.986 (5.005)] +2024-10-13 05:11:32,094 - Train: 56.31% [704450/1251000] [563.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001223] [CE 4.877 (4.640)] [KD 5.269 (5.033)] +2024-10-13 05:11:39,705 - Train: 56.31% [704500/1251000] [563.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001222] [CE 4.790 (4.600)] [KD 4.922 (4.998)] +2024-10-13 05:11:47,453 - Train: 56.32% [704550/1251000] [563.2/1000.0] [batch_t 0.155 (0.155)] [data_t 0.003] [optim_t 0.152] [lr 0.001222] [CE 5.108 (4.652)] [KD 5.060 (5.033)] +2024-10-13 05:11:55,144 - Train: 56.32% [704600/1251000] [563.2/1000.0] [batch_t 0.273 (0.154)] [data_t 0.005] [optim_t 0.269] [lr 0.001222] [CE 4.905 (4.597)] [KD 5.066 (5.058)] +2024-10-13 05:12:02,777 - Train: 56.33% [704650/1251000] [563.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001222] [CE 4.007 (4.661)] [KD 4.720 (5.084)] +2024-10-13 05:12:10,452 - Train: 56.33% [704700/1251000] [563.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001222] [CE 5.274 (4.574)] [KD 5.394 (4.994)] +2024-10-13 05:12:17,927 - Train: 56.33% [704750/1251000] [563.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001221] [CE 4.712 (4.603)] [KD 5.062 (5.050)] +2024-10-13 05:12:25,519 - Train: 56.34% [704800/1251000] [563.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001221] [CE 4.485 (4.596)] [KD 4.934 (4.995)] +2024-10-13 05:12:33,253 - Train: 56.34% [704850/1251000] [563.4/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.001221] [CE 4.690 (4.703)] [KD 4.822 (5.029)] +2024-10-13 05:12:40,942 - Train: 56.35% [704900/1251000] [563.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001221] [CE 4.583 (4.612)] [KD 5.077 (5.031)] +2024-10-13 05:12:48,514 - Train: 56.35% [704950/1251000] [563.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001221] [CE 4.529 (4.601)] [KD 5.198 (5.060)] +2024-10-13 05:12:55,955 - Train: 56.35% [705000/1251000] [563.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001220] [CE 4.081 (4.629)] [KD 4.781 (5.079)] +2024-10-13 05:13:03,665 - Train: 56.36% [705050/1251000] [563.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.001220] [CE 5.086 (4.654)] [KD 5.261 (5.063)] +2024-10-13 05:13:11,344 - Train: 56.36% [705100/1251000] [563.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001220] [CE 5.374 (4.614)] [KD 5.356 (5.041)] +2024-10-13 05:13:18,938 - Train: 56.37% [705150/1251000] [563.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001220] [CE 4.099 (4.609)] [KD 5.137 (5.062)] +2024-10-13 05:13:26,382 - Train: 56.37% [705200/1251000] [563.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.001220] [CE 4.478 (4.555)] [KD 4.979 (4.992)] +2024-10-13 05:13:33,767 - Train: 56.37% [705250/1251000] [563.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001220] [CE 4.695 (4.614)] [KD 5.167 (4.984)] +2024-10-13 05:13:41,260 - Train: 56.38% [705300/1251000] [563.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001219] [CE 4.836 (4.604)] [KD 5.459 (5.046)] +2024-10-13 05:13:49,086 - Train: 56.38% [705350/1251000] [563.8/1000.0] [batch_t 0.149 (0.156)] [data_t 0.006] [optim_t 0.144] [lr 0.001219] [CE 4.816 (4.607)] [KD 5.158 (5.045)] +2024-10-13 05:13:56,665 - Train: 56.39% [705400/1251000] [563.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001219] [CE 4.704 (4.717)] [KD 4.953 (5.143)] +2024-10-13 05:14:04,170 - Train: 56.39% [705450/1251000] [563.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.001219] [CE 4.527 (4.645)] [KD 5.015 (5.071)] +2024-10-13 05:14:11,711 - Train: 56.39% [705500/1251000] [563.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001219] [CE 4.822 (4.571)] [KD 5.235 (4.991)] +2024-10-13 05:14:19,104 - Train: 56.40% [705550/1251000] [564.0/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.001218] [CE 4.999 (4.601)] [KD 5.103 (5.042)] +2024-10-13 05:14:26,750 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.105)] [top1_cnt 33036] [top5_cnt 43562] [top_all 50000] +2024-10-13 05:14:26,751 - net: 66.072 (87.124) +2024-10-13 05:14:32,672 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 36029] [top5_cnt 45324] [top_all 50000] +2024-10-13 05:14:32,672 - net_E: 72.058 (90.648) +2024-10-13 05:14:32,842 - Max [top1: 67.844 (epoch: 563)] [top1-ema: 72.084 (epoch: 563)] +2024-10-13 05:14:32,843 - ==> Total time: 1 day, 7:27:23 Eta: 1 day, 0:19:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 05:14:40,086 - Train: 56.40% [705600/1251000] [564.0/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.001218] [CE 4.538 (4.598)] [KD 5.155 (4.966)] +2024-10-13 05:14:47,745 - Train: 56.41% [705650/1251000] [564.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.001218] [CE 4.336 (4.577)] [KD 4.715 (4.929)] +2024-10-13 05:14:55,509 - Train: 56.41% [705700/1251000] [564.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.001218] [CE 4.059 (4.618)] [KD 4.602 (4.957)] +2024-10-13 05:15:03,106 - Train: 56.41% [705750/1251000] [564.1/1000.0] [batch_t 0.158 (0.152)] [data_t 0.005] [optim_t 0.153] [lr 0.001218] [CE 4.257 (4.554)] [KD 4.819 (5.003)] +2024-10-13 05:15:10,677 - Train: 56.42% [705800/1251000] [564.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001218] [CE 4.691 (4.635)] [KD 4.979 (5.000)] +2024-10-13 05:15:18,238 - Train: 56.42% [705850/1251000] [564.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001217] [CE 4.745 (4.688)] [KD 4.852 (5.002)] +2024-10-13 05:15:25,585 - Train: 56.43% [705900/1251000] [564.3/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.001217] [CE 4.548 (4.616)] [KD 5.005 (5.017)] +2024-10-13 05:15:33,153 - Train: 56.43% [705950/1251000] [564.3/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.001217] [CE 4.764 (4.598)] [KD 5.030 (4.976)] +2024-10-13 05:15:40,571 - Train: 56.43% [706000/1251000] [564.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001217] [CE 4.716 (4.708)] [KD 5.045 (5.019)] +2024-10-13 05:15:48,154 - Train: 56.44% [706050/1251000] [564.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001217] [CE 4.854 (4.590)] [KD 5.158 (4.982)] +2024-10-13 05:15:55,658 - Train: 56.44% [706100/1251000] [564.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001216] [CE 4.521 (4.626)] [KD 4.907 (5.032)] +2024-10-13 05:16:03,481 - Train: 56.45% [706150/1251000] [564.5/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.001216] [CE 4.589 (4.555)] [KD 5.190 (5.002)] +2024-10-13 05:16:11,100 - Train: 56.45% [706200/1251000] [564.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001216] [CE 4.755 (4.543)] [KD 4.923 (4.979)] +2024-10-13 05:16:18,516 - Train: 56.45% [706250/1251000] [564.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001216] [CE 4.689 (4.594)] [KD 5.280 (4.976)] +2024-10-13 05:16:26,016 - Train: 56.46% [706300/1251000] [564.6/1000.0] [batch_t 0.143 (0.150)] [data_t 0.003] [optim_t 0.140] [lr 0.001216] [CE 3.915 (4.553)] [KD 4.756 (4.992)] +2024-10-13 05:16:33,600 - Train: 56.46% [706350/1251000] [564.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001216] [CE 4.638 (4.645)] [KD 5.109 (5.044)] +2024-10-13 05:16:41,073 - Train: 56.47% [706400/1251000] [564.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.001215] [CE 4.487 (4.568)] [KD 4.792 (5.021)] +2024-10-13 05:16:48,461 - Train: 56.47% [706450/1251000] [564.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001215] [CE 4.688 (4.606)] [KD 5.035 (5.038)] +2024-10-13 05:16:55,814 - Train: 56.47% [706500/1251000] [564.7/1000.0] [batch_t 0.154 (0.147)] [data_t 0.004] [optim_t 0.150] [lr 0.001215] [CE 4.558 (4.592)] [KD 4.989 (5.015)] +2024-10-13 05:17:03,555 - Train: 56.48% [706550/1251000] [564.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001215] [CE 4.682 (4.612)] [KD 4.895 (4.991)] +2024-10-13 05:17:11,129 - Train: 56.48% [706600/1251000] [564.8/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.001215] [CE 4.753 (4.641)] [KD 5.081 (5.072)] +2024-10-13 05:17:18,723 - Train: 56.49% [706650/1251000] [564.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.006] [optim_t 0.147] [lr 0.001214] [CE 4.370 (4.620)] [KD 4.805 (5.017)] +2024-10-13 05:17:26,337 - Train: 56.49% [706700/1251000] [564.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001214] [CE 4.121 (4.640)] [KD 4.690 (5.075)] +2024-10-13 05:17:33,801 - Train: 56.49% [706750/1251000] [564.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.001214] [CE 5.144 (4.663)] [KD 5.395 (5.045)] +2024-10-13 05:17:41,426 - Train: 56.50% [706800/1251000] [565.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.010] [optim_t 0.143] [lr 0.001214] [CE 4.786 (4.612)] [KD 4.959 (5.023)] +2024-10-13 05:17:49,229 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 33126] [top5_cnt 43611] [top_all 50000] +2024-10-13 05:17:49,230 - net: 66.252 (87.222) +2024-10-13 05:17:54,884 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.101)] [top1_cnt 36021] [top5_cnt 45337] [top_all 50000] +2024-10-13 05:17:54,885 - net_E: 72.042 (90.674) +2024-10-13 05:17:55,045 - Max [top1: 67.844 (epoch: 563)] [top1-ema: 72.084 (epoch: 563)] +2024-10-13 05:17:55,046 - ==> Total time: 1 day, 7:30:46 Eta: 1 day, 0:15:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 05:18:02,284 - Train: 56.50% [706850/1251000] [565.0/1000.0] [batch_t 0.153 (0.163)] [data_t 0.003] [optim_t 0.150] [lr 0.001214] [CE 4.915 (4.673)] [KD 5.145 (5.053)] +2024-10-13 05:18:09,904 - Train: 56.51% [706900/1251000] [565.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001214] [CE 4.841 (4.597)] [KD 5.025 (4.958)] +2024-10-13 05:18:17,798 - Train: 56.51% [706950/1251000] [565.1/1000.0] [batch_t 0.145 (0.158)] [data_t 0.003] [optim_t 0.142] [lr 0.001213] [CE 4.097 (4.605)] [KD 4.886 (5.017)] +2024-10-13 05:18:25,187 - Train: 56.51% [707000/1251000] [565.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.001213] [CE 4.449 (4.616)] [KD 4.990 (5.065)] +2024-10-13 05:18:32,560 - Train: 56.52% [707050/1251000] [565.2/1000.0] [batch_t 0.145 (0.147)] [data_t 0.004] [optim_t 0.141] [lr 0.001213] [CE 4.301 (4.592)] [KD 4.894 (5.003)] +2024-10-13 05:18:40,083 - Train: 56.52% [707100/1251000] [565.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001213] [CE 4.247 (4.618)] [KD 4.908 (5.042)] +2024-10-13 05:18:47,579 - Train: 56.53% [707150/1251000] [565.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001213] [CE 4.671 (4.611)] [KD 4.853 (5.016)] +2024-10-13 05:18:55,018 - Train: 56.53% [707200/1251000] [565.3/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001212] [CE 4.309 (4.524)] [KD 4.776 (4.963)] +2024-10-13 05:19:02,373 - Train: 56.53% [707250/1251000] [565.3/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.001212] [CE 4.808 (4.689)] [KD 5.582 (5.107)] +2024-10-13 05:19:09,910 - Train: 56.54% [707300/1251000] [565.4/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.001212] [CE 5.168 (4.595)] [KD 5.276 (5.071)] +2024-10-13 05:19:17,665 - Train: 56.54% [707350/1251000] [565.4/1000.0] [batch_t 0.284 (0.155)] [data_t 0.003] [optim_t 0.280] [lr 0.001212] [CE 4.518 (4.669)] [KD 4.745 (5.113)] +2024-10-13 05:19:25,298 - Train: 56.55% [707400/1251000] [565.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.001212] [CE 4.674 (4.591)] [KD 5.168 (5.040)] +2024-10-13 05:19:32,663 - Train: 56.55% [707450/1251000] [565.5/1000.0] [batch_t 0.143 (0.147)] [data_t 0.006] [optim_t 0.137] [lr 0.001212] [CE 4.281 (4.572)] [KD 5.001 (5.047)] +2024-10-13 05:19:40,103 - Train: 56.55% [707500/1251000] [565.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001211] [CE 4.737 (4.611)] [KD 4.912 (4.968)] +2024-10-13 05:19:47,601 - Train: 56.56% [707550/1251000] [565.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.001211] [CE 4.423 (4.675)] [KD 4.875 (5.013)] +2024-10-13 05:19:55,046 - Train: 56.56% [707600/1251000] [565.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.001211] [CE 4.643 (4.614)] [KD 5.058 (5.016)] +2024-10-13 05:20:02,509 - Train: 56.57% [707650/1251000] [565.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001211] [CE 5.003 (4.580)] [KD 4.917 (4.974)] +2024-10-13 05:20:10,056 - Train: 56.57% [707700/1251000] [565.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.001211] [CE 4.807 (4.551)] [KD 5.207 (5.015)] +2024-10-13 05:20:17,688 - Train: 56.57% [707750/1251000] [565.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001210] [CE 4.415 (4.590)] [KD 4.883 (5.041)] +2024-10-13 05:20:25,558 - Train: 56.58% [707800/1251000] [565.8/1000.0] [batch_t 0.149 (0.157)] [data_t 0.007] [optim_t 0.142] [lr 0.001210] [CE 4.513 (4.556)] [KD 4.835 (4.998)] +2024-10-13 05:20:32,954 - Train: 56.58% [707850/1251000] [565.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001210] [CE 4.626 (4.541)] [KD 5.032 (4.998)] +2024-10-13 05:20:40,398 - Train: 56.59% [707900/1251000] [565.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001210] [CE 4.159 (4.646)] [KD 4.907 (5.017)] +2024-10-13 05:20:47,890 - Train: 56.59% [707950/1251000] [565.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.001210] [CE 4.599 (4.636)] [KD 5.138 (5.118)] +2024-10-13 05:20:55,423 - Train: 56.59% [708000/1251000] [565.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001210] [CE 4.746 (4.649)] [KD 5.081 (5.089)] +2024-10-13 05:21:03,040 - Train: 56.60% [708050/1251000] [566.0/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.001209] [CE 4.954 (4.526)] [KD 5.567 (4.971)] +2024-10-13 05:21:10,948 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 33368] [top5_cnt 43788] [top_all 50000] +2024-10-13 05:21:10,949 - net: 66.736 (87.576) +2024-10-13 05:21:16,681 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.102)] [top1_cnt 36050] [top5_cnt 45359] [top_all 50000] +2024-10-13 05:21:16,681 - net_E: 72.100 (90.718) +2024-10-13 05:21:16,854 - Max [top1: 67.844 (epoch: 563)] [top1-ema: 72.100 (epoch: 566)] +2024-10-13 05:21:16,854 - ==> Total time: 1 day, 7:34:07 Eta: 1 day, 0:12:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 05:21:25,160 - Train: 56.60% [708100/1251000] [566.0/1000.0] [batch_t 0.156 (0.162)] [data_t 0.007] [optim_t 0.149] [lr 0.001209] [CE 4.112 (4.621)] [KD 4.794 (4.972)] +2024-10-13 05:21:32,871 - Train: 56.61% [708150/1251000] [566.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001209] [CE 4.631 (4.638)] [KD 5.199 (4.953)] +2024-10-13 05:21:40,706 - Train: 56.61% [708200/1251000] [566.1/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.001209] [CE 4.882 (4.662)] [KD 5.303 (5.001)] +2024-10-13 05:21:48,288 - Train: 56.61% [708250/1251000] [566.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001209] [CE 4.163 (4.580)] [KD 4.712 (5.028)] +2024-10-13 05:21:55,751 - Train: 56.62% [708300/1251000] [566.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.001208] [CE 4.801 (4.595)] [KD 5.200 (4.990)] +2024-10-13 05:22:03,184 - Train: 56.62% [708350/1251000] [566.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.001208] [CE 4.171 (4.645)] [KD 5.073 (5.053)] +2024-10-13 05:22:10,782 - Train: 56.63% [708400/1251000] [566.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001208] [CE 4.187 (4.582)] [KD 4.697 (5.015)] +2024-10-13 05:22:18,430 - Train: 56.63% [708450/1251000] [566.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001208] [CE 4.847 (4.651)] [KD 5.263 (5.047)] +2024-10-13 05:22:26,244 - Train: 56.63% [708500/1251000] [566.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001208] [CE 4.328 (4.644)] [KD 4.837 (5.053)] +2024-10-13 05:22:33,701 - Train: 56.64% [708550/1251000] [566.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.001208] [CE 4.655 (4.596)] [KD 5.200 (4.972)] +2024-10-13 05:22:41,417 - Train: 56.64% [708600/1251000] [566.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001207] [CE 4.889 (4.534)] [KD 5.198 (4.993)] +2024-10-13 05:22:48,867 - Train: 56.65% [708650/1251000] [566.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.001207] [CE 4.802 (4.685)] [KD 5.460 (5.087)] +2024-10-13 05:22:56,495 - Train: 56.65% [708700/1251000] [566.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001207] [CE 4.783 (4.544)] [KD 4.899 (4.987)] +2024-10-13 05:23:04,173 - Train: 56.65% [708750/1251000] [566.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001207] [CE 4.920 (4.666)] [KD 5.280 (5.061)] +2024-10-13 05:23:11,579 - Train: 56.66% [708800/1251000] [566.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001207] [CE 4.866 (4.598)] [KD 5.078 (4.982)] +2024-10-13 05:23:18,983 - Train: 56.66% [708850/1251000] [566.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.001206] [CE 4.535 (4.604)] [KD 4.995 (5.032)] +2024-10-13 05:23:26,510 - Train: 56.67% [708900/1251000] [566.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001206] [CE 4.874 (4.622)] [KD 5.095 (5.043)] +2024-10-13 05:23:34,089 - Train: 56.67% [708950/1251000] [566.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001206] [CE 4.573 (4.638)] [KD 4.945 (5.141)] +2024-10-13 05:23:41,908 - Train: 56.67% [709000/1251000] [566.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.001206] [CE 4.651 (4.651)] [KD 5.147 (5.053)] +2024-10-13 05:23:49,680 - Train: 56.68% [709050/1251000] [566.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.001206] [CE 4.648 (4.584)] [KD 4.965 (4.975)] +2024-10-13 05:23:57,152 - Train: 56.68% [709100/1251000] [566.8/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.001206] [CE 4.606 (4.562)] [KD 4.975 (5.008)] +2024-10-13 05:24:04,664 - Train: 56.69% [709150/1251000] [566.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001205] [CE 3.976 (4.528)] [KD 4.684 (5.026)] +2024-10-13 05:24:12,188 - Train: 56.69% [709200/1251000] [566.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001205] [CE 4.665 (4.638)] [KD 5.104 (5.049)] +2024-10-13 05:24:19,817 - Train: 56.69% [709250/1251000] [566.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001205] [CE 4.453 (4.516)] [KD 5.041 (4.995)] +2024-10-13 05:24:27,647 - Train: 56.70% [709300/1251000] [567.0/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.001205] [CE 4.928 (4.577)] [KD 4.980 (5.000)] +2024-10-13 05:24:35,864 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 33124] [top5_cnt 43625] [top_all 50000] +2024-10-13 05:24:35,864 - net: 66.248 (87.250) +2024-10-13 05:24:41,746 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 36037] [top5_cnt 45372] [top_all 50000] +2024-10-13 05:24:41,746 - net_E: 72.074 (90.744) +2024-10-13 05:24:41,902 - Max [top1: 67.844 (epoch: 563)] [top1-ema: 72.100 (epoch: 566)] +2024-10-13 05:24:41,902 - ==> Total time: 1 day, 7:37:32 Eta: 1 day, 0:09:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 05:24:48,773 - Train: 56.70% [709350/1251000] [567.0/1000.0] [batch_t 0.145 (0.158)] [data_t 0.004] [optim_t 0.141] [lr 0.001205] [CE 4.120 (4.499)] [KD 4.675 (4.887)] +2024-10-13 05:24:56,359 - Train: 56.71% [709400/1251000] [567.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001204] [CE 5.148 (4.691)] [KD 5.287 (5.015)] +2024-10-13 05:25:04,047 - Train: 56.71% [709450/1251000] [567.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001204] [CE 5.205 (4.691)] [KD 5.355 (5.018)] +2024-10-13 05:25:11,477 - Train: 56.71% [709500/1251000] [567.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.001204] [CE 4.834 (4.637)] [KD 5.044 (4.965)] +2024-10-13 05:25:19,324 - Train: 56.72% [709550/1251000] [567.2/1000.0] [batch_t 0.156 (0.157)] [data_t 0.005] [optim_t 0.151] [lr 0.001204] [CE 4.391 (4.577)] [KD 4.895 (5.025)] +2024-10-13 05:25:26,837 - Train: 56.72% [709600/1251000] [567.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001204] [CE 4.647 (4.624)] [KD 5.131 (5.039)] +2024-10-13 05:25:34,310 - Train: 56.73% [709650/1251000] [567.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.001204] [CE 4.423 (4.627)] [KD 4.774 (5.039)] +2024-10-13 05:25:42,066 - Train: 56.73% [709700/1251000] [567.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001203] [CE 4.315 (4.575)] [KD 5.042 (5.019)] +2024-10-13 05:25:50,060 - Train: 56.73% [709750/1251000] [567.3/1000.0] [batch_t 0.145 (0.160)] [data_t 0.005] [optim_t 0.140] [lr 0.001203] [CE 4.653 (4.605)] [KD 4.954 (5.048)] +2024-10-13 05:25:57,436 - Train: 56.74% [709800/1251000] [567.4/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.001203] [CE 4.519 (4.575)] [KD 4.942 (5.043)] +2024-10-13 05:26:05,257 - Train: 56.74% [709850/1251000] [567.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001203] [CE 4.205 (4.610)] [KD 4.931 (5.029)] +2024-10-13 05:26:12,669 - Train: 56.75% [709900/1251000] [567.5/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.001203] [CE 4.732 (4.628)] [KD 4.874 (5.074)] +2024-10-13 05:26:20,085 - Train: 56.75% [709950/1251000] [567.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001202] [CE 4.628 (4.536)] [KD 4.905 (4.940)] +2024-10-13 05:26:27,770 - Train: 56.75% [710000/1251000] [567.5/1000.0] [batch_t 0.160 (0.154)] [data_t 0.006] [optim_t 0.154] [lr 0.001202] [CE 5.111 (4.594)] [KD 5.253 (4.994)] +2024-10-13 05:26:35,183 - Train: 56.76% [710050/1251000] [567.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001202] [CE 3.976 (4.663)] [KD 4.480 (5.058)] +2024-10-13 05:26:42,719 - Train: 56.76% [710100/1251000] [567.6/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.001202] [CE 4.465 (4.600)] [KD 4.714 (5.018)] +2024-10-13 05:26:50,598 - Train: 56.77% [710150/1251000] [567.7/1000.0] [batch_t 0.147 (0.157)] [data_t 0.006] [optim_t 0.141] [lr 0.001202] [CE 4.299 (4.664)] [KD 4.842 (5.119)] +2024-10-13 05:26:58,084 - Train: 56.77% [710200/1251000] [567.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001202] [CE 4.718 (4.609)] [KD 4.972 (5.046)] +2024-10-13 05:27:05,592 - Train: 56.77% [710250/1251000] [567.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001201] [CE 4.841 (4.600)] [KD 5.006 (5.070)] +2024-10-13 05:27:13,412 - Train: 56.78% [710300/1251000] [567.8/1000.0] [batch_t 0.145 (0.156)] [data_t 0.005] [optim_t 0.140] [lr 0.001201] [CE 4.926 (4.597)] [KD 5.112 (5.054)] +2024-10-13 05:27:20,803 - Train: 56.78% [710350/1251000] [567.8/1000.0] [batch_t 0.156 (0.148)] [data_t 0.005] [optim_t 0.151] [lr 0.001201] [CE 4.459 (4.603)] [KD 4.862 (5.023)] +2024-10-13 05:27:28,397 - Train: 56.79% [710400/1251000] [567.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001201] [CE 4.598 (4.614)] [KD 4.882 (5.013)] +2024-10-13 05:27:35,762 - Train: 56.79% [710450/1251000] [567.9/1000.0] [batch_t 0.146 (0.147)] [data_t 0.006] [optim_t 0.140] [lr 0.001201] [CE 4.969 (4.588)] [KD 5.169 (5.026)] +2024-10-13 05:27:43,135 - Train: 56.79% [710500/1251000] [567.9/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.001200] [CE 4.555 (4.630)] [KD 5.032 (5.058)] +2024-10-13 05:27:50,637 - Train: 56.80% [710550/1251000] [568.0/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.001200] [CE 4.738 (4.613)] [KD 5.304 (5.027)] +2024-10-13 05:27:59,017 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.101)] [top1_cnt 33457] [top5_cnt 43734] [top_all 50000] +2024-10-13 05:27:59,017 - net: 66.914 (87.468) +2024-10-13 05:28:04,866 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 36020] [top5_cnt 45358] [top_all 50000] +2024-10-13 05:28:04,867 - net_E: 72.040 (90.716) +2024-10-13 05:28:05,015 - Max [top1: 67.844 (epoch: 563)] [top1-ema: 72.100 (epoch: 566)] +2024-10-13 05:28:05,016 - ==> Total time: 1 day, 7:40:56 Eta: 1 day, 0:05:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 05:28:12,553 - Train: 56.80% [710600/1251000] [568.0/1000.0] [batch_t 0.150 (0.168)] [data_t 0.004] [optim_t 0.146] [lr 0.001200] [CE 4.458 (4.575)] [KD 4.796 (4.979)] +2024-10-13 05:28:20,131 - Train: 56.81% [710650/1251000] [568.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001200] [CE 4.513 (4.602)] [KD 5.067 (4.935)] +2024-10-13 05:28:27,812 - Train: 56.81% [710700/1251000] [568.1/1000.0] [batch_t 0.282 (0.153)] [data_t 0.005] [optim_t 0.277] [lr 0.001200] [CE 4.332 (4.568)] [KD 5.057 (4.935)] +2024-10-13 05:28:35,260 - Train: 56.81% [710750/1251000] [568.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.001200] [CE 4.476 (4.613)] [KD 4.790 (5.000)] +2024-10-13 05:28:42,721 - Train: 56.82% [710800/1251000] [568.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001199] [CE 4.881 (4.654)] [KD 4.994 (5.033)] +2024-10-13 05:28:50,286 - Train: 56.82% [710850/1251000] [568.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.001199] [CE 4.655 (4.551)] [KD 4.954 (4.939)] +2024-10-13 05:28:57,844 - Train: 56.83% [710900/1251000] [568.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.001199] [CE 4.520 (4.546)] [KD 5.111 (4.921)] +2024-10-13 05:29:05,333 - Train: 56.83% [710950/1251000] [568.3/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.001199] [CE 4.614 (4.721)] [KD 4.908 (5.056)] +2024-10-13 05:29:13,164 - Train: 56.83% [711000/1251000] [568.3/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.001199] [CE 4.462 (4.552)] [KD 4.974 (4.952)] +2024-10-13 05:29:20,783 - Train: 56.84% [711050/1251000] [568.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001198] [CE 4.564 (4.556)] [KD 5.047 (4.948)] +2024-10-13 05:29:28,450 - Train: 56.84% [711100/1251000] [568.4/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.001198] [CE 4.957 (4.615)] [KD 5.301 (4.954)] +2024-10-13 05:29:36,241 - Train: 56.85% [711150/1251000] [568.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.001198] [CE 4.585 (4.639)] [KD 5.053 (5.039)] +2024-10-13 05:29:43,680 - Train: 56.85% [711200/1251000] [568.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001198] [CE 3.853 (4.541)] [KD 4.648 (4.956)] +2024-10-13 05:29:51,122 - Train: 56.85% [711250/1251000] [568.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001198] [CE 4.453 (4.553)] [KD 4.748 (4.965)] +2024-10-13 05:29:58,537 - Train: 56.86% [711300/1251000] [568.6/1000.0] [batch_t 0.149 (0.148)] [data_t 0.008] [optim_t 0.141] [lr 0.001198] [CE 4.550 (4.589)] [KD 4.724 (5.044)] +2024-10-13 05:30:05,991 - Train: 56.86% [711350/1251000] [568.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001197] [CE 4.468 (4.605)] [KD 4.968 (5.022)] +2024-10-13 05:30:13,769 - Train: 56.87% [711400/1251000] [568.7/1000.0] [batch_t 0.249 (0.155)] [data_t 0.004] [optim_t 0.245] [lr 0.001197] [CE 4.604 (4.609)] [KD 5.003 (5.072)] +2024-10-13 05:30:21,553 - Train: 56.87% [711450/1251000] [568.7/1000.0] [batch_t 0.145 (0.156)] [data_t 0.003] [optim_t 0.142] [lr 0.001197] [CE 4.610 (4.587)] [KD 4.799 (5.024)] +2024-10-13 05:30:29,220 - Train: 56.87% [711500/1251000] [568.7/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.001197] [CE 5.015 (4.608)] [KD 5.275 (5.008)] +2024-10-13 05:30:36,940 - Train: 56.88% [711550/1251000] [568.8/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001197] [CE 4.964 (4.597)] [KD 5.074 (5.043)] +2024-10-13 05:30:44,319 - Train: 56.88% [711600/1251000] [568.8/1000.0] [batch_t 0.152 (0.147)] [data_t 0.005] [optim_t 0.147] [lr 0.001196] [CE 4.883 (4.602)] [KD 4.704 (4.993)] +2024-10-13 05:30:51,717 - Train: 56.89% [711650/1251000] [568.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.001196] [CE 4.599 (4.596)] [KD 4.686 (5.030)] +2024-10-13 05:30:59,304 - Train: 56.89% [711700/1251000] [568.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001196] [CE 4.775 (4.647)] [KD 5.372 (5.081)] +2024-10-13 05:31:06,897 - Train: 56.89% [711750/1251000] [568.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001196] [CE 4.732 (4.559)] [KD 5.091 (5.017)] +2024-10-13 05:31:14,321 - Train: 56.90% [711800/1251000] [569.0/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.001196] [CE 4.127 (4.606)] [KD 4.728 (5.018)] +2024-10-13 05:31:22,713 - Test (net): 100.00% [50/50] [batch_t 0.027 (0.104)] [top1_cnt 33286] [top5_cnt 43711] [top_all 50000] +2024-10-13 05:31:22,714 - net: 66.572 (87.422) +2024-10-13 05:31:28,452 - Test (net_E): 100.00% [50/50] [batch_t 0.026 (0.103)] [top1_cnt 36008] [top5_cnt 45348] [top_all 50000] +2024-10-13 05:31:28,453 - net_E: 72.016 (90.696) +2024-10-13 05:31:28,589 - Max [top1: 67.844 (epoch: 563)] [top1-ema: 72.100 (epoch: 566)] +2024-10-13 05:31:28,590 - ==> Total time: 1 day, 7:44:19 Eta: 1 day, 0:02:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 05:31:35,616 - Train: 56.90% [711850/1251000] [569.0/1000.0] [batch_t 0.147 (0.173)] [data_t 0.004] [optim_t 0.143] [lr 0.001196] [CE 4.551 (4.543)] [KD 4.724 (4.951)] +2024-10-13 05:31:42,996 - Train: 56.91% [711900/1251000] [569.1/1000.0] [batch_t 0.150 (0.147)] [data_t 0.005] [optim_t 0.145] [lr 0.001195] [CE 4.527 (4.673)] [KD 5.008 (4.965)] +2024-10-13 05:31:50,642 - Train: 56.91% [711950/1251000] [569.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001195] [CE 4.417 (4.691)] [KD 4.767 (5.031)] +2024-10-13 05:31:58,088 - Train: 56.91% [712000/1251000] [569.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001195] [CE 4.605 (4.623)] [KD 5.281 (5.033)] +2024-10-13 05:32:05,706 - Train: 56.92% [712050/1251000] [569.2/1000.0] [batch_t 0.143 (0.152)] [data_t 0.004] [optim_t 0.139] [lr 0.001195] [CE 5.098 (4.616)] [KD 5.234 (4.972)] +2024-10-13 05:32:13,256 - Train: 56.92% [712100/1251000] [569.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001195] [CE 4.833 (4.638)] [KD 4.837 (4.959)] +2024-10-13 05:32:21,039 - Train: 56.93% [712150/1251000] [569.3/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.001194] [CE 4.394 (4.503)] [KD 5.009 (4.916)] +2024-10-13 05:32:28,551 - Train: 56.93% [712200/1251000] [569.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.001194] [CE 4.521 (4.593)] [KD 4.644 (4.994)] +2024-10-13 05:32:36,174 - Train: 56.93% [712250/1251000] [569.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001194] [CE 4.954 (4.648)] [KD 5.354 (4.980)] +2024-10-13 05:32:43,594 - Train: 56.94% [712300/1251000] [569.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001194] [CE 5.016 (4.610)] [KD 5.431 (5.013)] +2024-10-13 05:32:51,263 - Train: 56.94% [712350/1251000] [569.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.001194] [CE 4.454 (4.541)] [KD 4.827 (4.973)] +2024-10-13 05:32:58,910 - Train: 56.95% [712400/1251000] [569.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.001193] [CE 4.785 (4.547)] [KD 4.944 (4.978)] +2024-10-13 05:33:06,622 - Train: 56.95% [712450/1251000] [569.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001193] [CE 4.591 (4.655)] [KD 5.047 (5.058)] +2024-10-13 05:33:14,169 - Train: 56.95% [712500/1251000] [569.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001193] [CE 4.846 (4.627)] [KD 5.102 (4.972)] +2024-10-13 05:33:21,702 - Train: 56.96% [712550/1251000] [569.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001193] [CE 3.924 (4.579)] [KD 4.480 (4.987)] +2024-10-13 05:33:29,136 - Train: 56.96% [712600/1251000] [569.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001193] [CE 4.472 (4.602)] [KD 5.157 (5.039)] +2024-10-13 05:33:36,630 - Train: 56.97% [712650/1251000] [569.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001193] [CE 5.107 (4.538)] [KD 5.300 (4.952)] +2024-10-13 05:33:44,388 - Train: 56.97% [712700/1251000] [569.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.001192] [CE 4.303 (4.597)] [KD 4.938 (4.990)] +2024-10-13 05:33:51,921 - Train: 56.97% [712750/1251000] [569.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.001192] [CE 4.586 (4.606)] [KD 5.001 (5.006)] +2024-10-13 05:33:59,741 - Train: 56.98% [712800/1251000] [569.8/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.142] [lr 0.001192] [CE 4.369 (4.522)] [KD 5.031 (4.965)] +2024-10-13 05:34:07,388 - Train: 56.98% [712850/1251000] [569.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.001192] [CE 4.475 (4.545)] [KD 4.754 (5.015)] +2024-10-13 05:34:14,888 - Train: 56.99% [712900/1251000] [569.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.001192] [CE 4.396 (4.601)] [KD 5.032 (5.018)] +2024-10-13 05:34:22,424 - Train: 56.99% [712950/1251000] [569.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001191] [CE 4.354 (4.567)] [KD 4.667 (4.998)] +2024-10-13 05:34:30,005 - Train: 56.99% [713000/1251000] [569.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001191] [CE 4.312 (4.635)] [KD 4.786 (4.979)] +2024-10-13 05:34:37,439 - Train: 57.00% [713050/1251000] [570.0/1000.0] [batch_t 0.161 (0.149)] [data_t 0.004] [optim_t 0.157] [lr 0.001191] [CE 4.853 (4.661)] [KD 5.091 (5.044)] +2024-10-13 05:34:46,048 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 32712] [top5_cnt 43387] [top_all 50000] +2024-10-13 05:34:46,048 - net: 65.424 (86.774) +2024-10-13 05:34:51,907 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 36029] [top5_cnt 45291] [top_all 50000] +2024-10-13 05:34:51,908 - net_E: 72.058 (90.582) +2024-10-13 05:34:52,040 - Max [top1: 67.844 (epoch: 563)] [top1-ema: 72.100 (epoch: 566)] +2024-10-13 05:34:52,040 - ==> Total time: 1 day, 7:47:43 Eta: 23:59:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 05:34:59,567 - Train: 57.00% [713100/1251000] [570.0/1000.0] [batch_t 0.146 (0.167)] [data_t 0.004] [optim_t 0.142] [lr 0.001191] [CE 4.447 (4.583)] [KD 4.787 (4.916)] +2024-10-13 05:35:07,114 - Train: 57.01% [713150/1251000] [570.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.001191] [CE 4.672 (4.562)] [KD 5.241 (4.892)] +2024-10-13 05:35:14,810 - Train: 57.01% [713200/1251000] [570.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.001191] [CE 4.326 (4.531)] [KD 4.897 (4.955)] +2024-10-13 05:35:22,471 - Train: 57.01% [713250/1251000] [570.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001190] [CE 4.736 (4.644)] [KD 5.125 (5.074)] +2024-10-13 05:35:29,997 - Train: 57.02% [713300/1251000] [570.2/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.001190] [CE 5.032 (4.632)] [KD 5.266 (4.976)] +2024-10-13 05:35:37,655 - Train: 57.02% [713350/1251000] [570.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.001190] [CE 4.926 (4.595)] [KD 4.890 (5.050)] +2024-10-13 05:35:45,163 - Train: 57.03% [713400/1251000] [570.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001190] [CE 4.551 (4.609)] [KD 4.584 (4.963)] +2024-10-13 05:35:52,673 - Train: 57.03% [713450/1251000] [570.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001190] [CE 4.557 (4.619)] [KD 4.880 (4.990)] +2024-10-13 05:36:00,045 - Train: 57.03% [713500/1251000] [570.3/1000.0] [batch_t 0.146 (0.147)] [data_t 0.006] [optim_t 0.140] [lr 0.001189] [CE 4.895 (4.653)] [KD 5.385 (5.038)] +2024-10-13 05:36:07,577 - Train: 57.04% [713550/1251000] [570.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001189] [CE 4.117 (4.504)] [KD 4.642 (4.915)] +2024-10-13 05:36:15,200 - Train: 57.04% [713600/1251000] [570.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.001189] [CE 4.644 (4.599)] [KD 5.004 (5.035)] +2024-10-13 05:36:22,700 - Train: 57.05% [713650/1251000] [570.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001189] [CE 4.328 (4.571)] [KD 4.683 (4.955)] +2024-10-13 05:36:30,374 - Train: 57.05% [713700/1251000] [570.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.001189] [CE 4.761 (4.530)] [KD 5.454 (5.005)] +2024-10-13 05:36:37,918 - Train: 57.05% [713750/1251000] [570.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001189] [CE 4.431 (4.641)] [KD 5.077 (5.063)] +2024-10-13 05:36:45,315 - Train: 57.06% [713800/1251000] [570.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.001188] [CE 4.137 (4.562)] [KD 4.667 (4.934)] +2024-10-13 05:36:52,968 - Train: 57.06% [713850/1251000] [570.6/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.001188] [CE 4.482 (4.601)] [KD 4.866 (5.017)] +2024-10-13 05:37:00,480 - Train: 57.07% [713900/1251000] [570.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.001188] [CE 4.255 (4.573)] [KD 4.829 (5.036)] +2024-10-13 05:37:08,181 - Train: 57.07% [713950/1251000] [570.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.001188] [CE 4.890 (4.572)] [KD 5.131 (5.030)] +2024-10-13 05:37:15,731 - Train: 57.07% [714000/1251000] [570.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001188] [CE 4.519 (4.614)] [KD 4.972 (5.014)] +2024-10-13 05:37:23,146 - Train: 57.08% [714050/1251000] [570.8/1000.0] [batch_t 0.154 (0.148)] [data_t 0.004] [optim_t 0.150] [lr 0.001187] [CE 4.822 (4.559)] [KD 5.263 (4.970)] +2024-10-13 05:37:30,704 - Train: 57.08% [714100/1251000] [570.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001187] [CE 5.125 (4.647)] [KD 5.309 (5.040)] +2024-10-13 05:37:38,075 - Train: 57.09% [714150/1251000] [570.9/1000.0] [batch_t 0.145 (0.147)] [data_t 0.004] [optim_t 0.141] [lr 0.001187] [CE 4.734 (4.530)] [KD 5.057 (4.959)] +2024-10-13 05:37:45,899 - Train: 57.09% [714200/1251000] [570.9/1000.0] [batch_t 0.156 (0.156)] [data_t 0.003] [optim_t 0.153] [lr 0.001187] [CE 4.664 (4.643)] [KD 4.880 (5.067)] +2024-10-13 05:37:53,763 - Train: 57.09% [714250/1251000] [570.9/1000.0] [batch_t 0.146 (0.157)] [data_t 0.004] [optim_t 0.142] [lr 0.001187] [CE 4.621 (4.588)] [KD 5.025 (5.061)] +2024-10-13 05:38:01,306 - Train: 57.10% [714300/1251000] [571.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001187] [CE 4.729 (4.600)] [KD 4.944 (5.019)] +2024-10-13 05:38:10,084 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 33308] [top5_cnt 43805] [top_all 50000] +2024-10-13 05:38:10,085 - net: 66.616 (87.610) +2024-10-13 05:38:15,922 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.105)] [top1_cnt 36057] [top5_cnt 45289] [top_all 50000] +2024-10-13 05:38:15,922 - net_E: 72.114 (90.578) +2024-10-13 05:38:16,087 - Max [top1: 67.844 (epoch: 563)] [top1-ema: 72.114 (epoch: 571)] +2024-10-13 05:38:16,087 - ==> Total time: 1 day, 7:51:07 Eta: 23:55:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 05:38:24,075 - Train: 57.10% [714350/1251000] [571.0/1000.0] [batch_t 0.151 (0.164)] [data_t 0.009] [optim_t 0.143] [lr 0.001186] [CE 4.430 (4.704)] [KD 5.040 (4.998)] +2024-10-13 05:38:31,511 - Train: 57.11% [714400/1251000] [571.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001186] [CE 5.002 (4.686)] [KD 5.128 (5.038)] +2024-10-13 05:38:39,080 - Train: 57.11% [714450/1251000] [571.1/1000.0] [batch_t 0.142 (0.151)] [data_t 0.003] [optim_t 0.139] [lr 0.001186] [CE 4.573 (4.530)] [KD 4.894 (4.952)] +2024-10-13 05:38:46,793 - Train: 57.11% [714500/1251000] [571.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.001186] [CE 4.476 (4.596)] [KD 5.086 (4.959)] +2024-10-13 05:38:54,335 - Train: 57.12% [714550/1251000] [571.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001186] [CE 4.573 (4.580)] [KD 4.874 (4.933)] +2024-10-13 05:39:01,902 - Train: 57.12% [714600/1251000] [571.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001185] [CE 4.556 (4.604)] [KD 5.131 (5.005)] +2024-10-13 05:39:09,644 - Train: 57.13% [714650/1251000] [571.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.001185] [CE 4.618 (4.554)] [KD 5.228 (5.021)] +2024-10-13 05:39:17,164 - Train: 57.13% [714700/1251000] [571.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001185] [CE 4.447 (4.554)] [KD 5.110 (5.005)] +2024-10-13 05:39:24,660 - Train: 57.13% [714750/1251000] [571.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001185] [CE 4.371 (4.640)] [KD 4.695 (5.010)] +2024-10-13 05:39:32,215 - Train: 57.14% [714800/1251000] [571.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001185] [CE 5.038 (4.652)] [KD 4.794 (4.971)] +2024-10-13 05:39:39,596 - Train: 57.14% [714850/1251000] [571.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001185] [CE 4.648 (4.599)] [KD 4.996 (4.986)] +2024-10-13 05:39:46,990 - Train: 57.15% [714900/1251000] [571.5/1000.0] [batch_t 0.151 (0.148)] [data_t 0.008] [optim_t 0.143] [lr 0.001184] [CE 4.196 (4.576)] [KD 4.543 (4.980)] +2024-10-13 05:39:54,508 - Train: 57.15% [714950/1251000] [571.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001184] [CE 4.228 (4.678)] [KD 4.886 (5.033)] +2024-10-13 05:40:01,906 - Train: 57.15% [715000/1251000] [571.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001184] [CE 4.545 (4.641)] [KD 4.785 (5.021)] +2024-10-13 05:40:09,624 - Train: 57.16% [715050/1251000] [571.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.008] [optim_t 0.140] [lr 0.001184] [CE 3.947 (4.577)] [KD 4.548 (4.931)] +2024-10-13 05:40:17,407 - Train: 57.16% [715100/1251000] [571.6/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.001184] [CE 5.221 (4.598)] [KD 5.070 (4.946)] +2024-10-13 05:40:24,849 - Train: 57.17% [715150/1251000] [571.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001183] [CE 4.488 (4.638)] [KD 4.974 (4.978)] +2024-10-13 05:40:32,295 - Train: 57.17% [715200/1251000] [571.7/1000.0] [batch_t 0.153 (0.149)] [data_t 0.006] [optim_t 0.148] [lr 0.001183] [CE 4.569 (4.590)] [KD 5.246 (5.022)] +2024-10-13 05:40:39,711 - Train: 57.17% [715250/1251000] [571.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001183] [CE 4.258 (4.575)] [KD 4.788 (5.046)] +2024-10-13 05:40:47,232 - Train: 57.18% [715300/1251000] [571.8/1000.0] [batch_t 0.247 (0.150)] [data_t 0.004] [optim_t 0.243] [lr 0.001183] [CE 4.690 (4.570)] [KD 4.905 (4.962)] +2024-10-13 05:40:54,849 - Train: 57.18% [715350/1251000] [571.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.001183] [CE 4.297 (4.616)] [KD 4.725 (4.925)] +2024-10-13 05:41:02,398 - Train: 57.19% [715400/1251000] [571.9/1000.0] [batch_t 0.155 (0.151)] [data_t 0.006] [optim_t 0.149] [lr 0.001183] [CE 4.313 (4.643)] [KD 4.999 (5.013)] +2024-10-13 05:41:09,940 - Train: 57.19% [715450/1251000] [571.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001182] [CE 4.215 (4.626)] [KD 5.021 (5.009)] +2024-10-13 05:41:17,463 - Train: 57.19% [715500/1251000] [571.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001182] [CE 4.909 (4.580)] [KD 5.290 (5.010)] +2024-10-13 05:41:25,008 - Train: 57.20% [715550/1251000] [572.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001182] [CE 4.727 (4.623)] [KD 4.989 (5.054)] +2024-10-13 05:41:33,790 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 32546] [top5_cnt 43120] [top_all 50000] +2024-10-13 05:41:33,791 - net: 65.092 (86.240) +2024-10-13 05:41:39,593 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.100)] [top1_cnt 36043] [top5_cnt 45289] [top_all 50000] +2024-10-13 05:41:39,593 - net_E: 72.086 (90.578) +2024-10-13 05:41:39,748 - Max [top1: 67.844 (epoch: 563)] [top1-ema: 72.114 (epoch: 571)] +2024-10-13 05:41:39,748 - ==> Total time: 1 day, 7:54:30 Eta: 23:52:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 05:41:46,009 - Train: 57.20% [715600/1251000] [572.0/1000.0] [batch_t 0.149 (0.165)] [data_t 0.007] [optim_t 0.142] [lr 0.001182] [CE 4.292 (4.610)] [KD 5.047 (4.889)] +2024-10-13 05:41:53,598 - Train: 57.21% [715650/1251000] [572.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001182] [CE 4.484 (4.560)] [KD 4.764 (4.979)] +2024-10-13 05:42:01,203 - Train: 57.21% [715700/1251000] [572.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.001181] [CE 4.608 (4.548)] [KD 4.966 (4.993)] +2024-10-13 05:42:08,918 - Train: 57.21% [715750/1251000] [572.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.001181] [CE 3.867 (4.584)] [KD 4.866 (5.066)] +2024-10-13 05:42:16,508 - Train: 57.22% [715800/1251000] [572.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001181] [CE 3.983 (4.655)] [KD 4.734 (5.042)] +2024-10-13 05:42:23,997 - Train: 57.22% [715850/1251000] [572.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001181] [CE 4.754 (4.559)] [KD 4.958 (5.009)] +2024-10-13 05:42:31,653 - Train: 57.23% [715900/1251000] [572.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001181] [CE 4.924 (4.570)] [KD 4.900 (4.981)] +2024-10-13 05:42:39,202 - Train: 57.23% [715950/1251000] [572.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001181] [CE 4.435 (4.683)] [KD 4.951 (5.041)] +2024-10-13 05:42:46,716 - Train: 57.23% [716000/1251000] [572.3/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.001180] [CE 4.640 (4.609)] [KD 5.045 (5.073)] +2024-10-13 05:42:54,080 - Train: 57.24% [716050/1251000] [572.4/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.001180] [CE 4.708 (4.649)] [KD 4.946 (5.015)] +2024-10-13 05:43:01,572 - Train: 57.24% [716100/1251000] [572.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001180] [CE 4.427 (4.546)] [KD 4.815 (4.917)] +2024-10-13 05:43:09,211 - Train: 57.25% [716150/1251000] [572.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001180] [CE 5.082 (4.604)] [KD 5.004 (4.957)] +2024-10-13 05:43:16,837 - Train: 57.25% [716200/1251000] [572.5/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.001180] [CE 4.692 (4.646)] [KD 5.043 (5.013)] +2024-10-13 05:43:24,246 - Train: 57.25% [716250/1251000] [572.5/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.001179] [CE 4.489 (4.545)] [KD 4.916 (4.962)] +2024-10-13 05:43:31,717 - Train: 57.26% [716300/1251000] [572.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001179] [CE 4.454 (4.640)] [KD 4.954 (5.018)] +2024-10-13 05:43:39,250 - Train: 57.26% [716350/1251000] [572.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001179] [CE 4.522 (4.595)] [KD 4.945 (4.991)] +2024-10-13 05:43:46,754 - Train: 57.27% [716400/1251000] [572.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001179] [CE 4.717 (4.601)] [KD 5.031 (5.020)] +2024-10-13 05:43:54,236 - Train: 57.27% [716450/1251000] [572.7/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.001179] [CE 5.128 (4.582)] [KD 4.958 (4.962)] +2024-10-13 05:44:01,746 - Train: 57.27% [716500/1251000] [572.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.007] [optim_t 0.143] [lr 0.001179] [CE 4.274 (4.625)] [KD 4.776 (5.055)] +2024-10-13 05:44:09,257 - Train: 57.28% [716550/1251000] [572.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001178] [CE 4.780 (4.497)] [KD 5.170 (4.935)] +2024-10-13 05:44:16,925 - Train: 57.28% [716600/1251000] [572.8/1000.0] [batch_t 0.142 (0.153)] [data_t 0.003] [optim_t 0.139] [lr 0.001178] [CE 4.616 (4.606)] [KD 5.001 (5.008)] +2024-10-13 05:44:24,409 - Train: 57.29% [716650/1251000] [572.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001178] [CE 4.749 (4.678)] [KD 4.701 (5.003)] +2024-10-13 05:44:31,948 - Train: 57.29% [716700/1251000] [572.9/1000.0] [batch_t 0.153 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.001178] [CE 4.349 (4.626)] [KD 4.721 (5.015)] +2024-10-13 05:44:39,565 - Train: 57.29% [716750/1251000] [572.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001178] [CE 4.371 (4.552)] [KD 4.726 (4.970)] +2024-10-13 05:44:46,952 - Train: 57.30% [716800/1251000] [573.0/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.001178] [CE 4.799 (4.601)] [KD 5.177 (5.002)] +2024-10-13 05:44:55,985 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 33641] [top5_cnt 44005] [top_all 50000] +2024-10-13 05:44:55,985 - net: 67.282 (88.010) +2024-10-13 05:45:02,005 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 36058] [top5_cnt 45315] [top_all 50000] +2024-10-13 05:45:02,005 - net_E: 72.116 (90.630) +2024-10-13 05:45:02,186 - Max [top1: 67.844 (epoch: 563)] [top1-ema: 72.116 (epoch: 573)] +2024-10-13 05:45:02,186 - ==> Total time: 1 day, 7:57:53 Eta: 23:49:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 05:45:12,619 - Train: 57.30% [716850/1251000] [573.0/1000.0] [batch_t 0.151 (0.162)] [data_t 0.005] [optim_t 0.146] [lr 0.001177] [CE 4.105 (4.612)] [KD 4.762 (4.961)] +2024-10-13 05:45:20,143 - Train: 57.31% [716900/1251000] [573.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001177] [CE 4.658 (4.577)] [KD 4.892 (4.938)] +2024-10-13 05:45:27,785 - Train: 57.31% [716950/1251000] [573.1/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.001177] [CE 4.851 (4.568)] [KD 4.962 (4.967)] +2024-10-13 05:45:35,421 - Train: 57.31% [717000/1251000] [573.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001177] [CE 4.745 (4.606)] [KD 4.954 (5.018)] +2024-10-13 05:45:42,853 - Train: 57.32% [717050/1251000] [573.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001177] [CE 4.409 (4.702)] [KD 4.902 (5.086)] +2024-10-13 05:45:50,383 - Train: 57.32% [717100/1251000] [573.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001176] [CE 4.720 (4.656)] [KD 5.202 (4.987)] +2024-10-13 05:45:58,063 - Train: 57.33% [717150/1251000] [573.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.001176] [CE 4.876 (4.552)] [KD 5.086 (4.908)] +2024-10-13 05:46:05,624 - Train: 57.33% [717200/1251000] [573.3/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.001176] [CE 5.069 (4.613)] [KD 4.868 (4.996)] +2024-10-13 05:46:13,361 - Train: 57.33% [717250/1251000] [573.3/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.001176] [CE 4.796 (4.613)] [KD 4.950 (4.969)] +2024-10-13 05:46:20,836 - Train: 57.34% [717300/1251000] [573.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.001176] [CE 4.614 (4.586)] [KD 4.855 (4.963)] +2024-10-13 05:46:28,402 - Train: 57.34% [717350/1251000] [573.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001176] [CE 4.656 (4.571)] [KD 4.749 (4.954)] +2024-10-13 05:46:35,868 - Train: 57.35% [717400/1251000] [573.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001175] [CE 4.559 (4.595)] [KD 5.017 (4.998)] +2024-10-13 05:46:43,425 - Train: 57.35% [717450/1251000] [573.5/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001175] [CE 4.815 (4.643)] [KD 5.297 (5.052)] +2024-10-13 05:46:50,964 - Train: 57.35% [717500/1251000] [573.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001175] [CE 4.651 (4.645)] [KD 5.091 (5.079)] +2024-10-13 05:46:58,818 - Train: 57.36% [717550/1251000] [573.6/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.001175] [CE 4.536 (4.589)] [KD 4.827 (5.008)] +2024-10-13 05:47:06,266 - Train: 57.36% [717600/1251000] [573.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001175] [CE 4.481 (4.616)] [KD 4.863 (5.057)] +2024-10-13 05:47:13,906 - Train: 57.37% [717650/1251000] [573.7/1000.0] [batch_t 0.190 (0.153)] [data_t 0.004] [optim_t 0.186] [lr 0.001174] [CE 4.571 (4.598)] [KD 4.793 (4.943)] +2024-10-13 05:47:21,440 - Train: 57.37% [717700/1251000] [573.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001174] [CE 4.289 (4.625)] [KD 4.977 (5.027)] +2024-10-13 05:47:28,979 - Train: 57.37% [717750/1251000] [573.7/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.001174] [CE 4.749 (4.652)] [KD 5.334 (5.014)] +2024-10-13 05:47:36,749 - Train: 57.38% [717800/1251000] [573.8/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.001174] [CE 4.855 (4.582)] [KD 5.326 (4.977)] +2024-10-13 05:47:44,366 - Train: 57.38% [717850/1251000] [573.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001174] [CE 4.584 (4.676)] [KD 4.959 (5.029)] +2024-10-13 05:47:51,767 - Train: 57.39% [717900/1251000] [573.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001174] [CE 4.038 (4.591)] [KD 4.953 (4.955)] +2024-10-13 05:47:59,180 - Train: 57.39% [717950/1251000] [573.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.001173] [CE 4.526 (4.620)] [KD 4.924 (4.999)] +2024-10-13 05:48:06,767 - Train: 57.39% [718000/1251000] [573.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.001173] [CE 4.832 (4.632)] [KD 5.123 (5.026)] +2024-10-13 05:48:14,438 - Train: 57.40% [718050/1251000] [574.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001173] [CE 3.757 (4.628)] [KD 4.628 (4.983)] +2024-10-13 05:48:23,725 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 33659] [top5_cnt 44023] [top_all 50000] +2024-10-13 05:48:23,726 - net: 67.318 (88.046) +2024-10-13 05:48:29,722 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.101)] [top1_cnt 36030] [top5_cnt 45335] [top_all 50000] +2024-10-13 05:48:29,722 - net_E: 72.060 (90.670) +2024-10-13 05:48:29,879 - Max [top1: 67.844 (epoch: 563)] [top1-ema: 72.116 (epoch: 573)] +2024-10-13 05:48:29,879 - ==> Total time: 1 day, 8:01:20 Eta: 23:45:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 05:48:35,919 - Train: 57.40% [718100/1251000] [574.0/1000.0] [batch_t 0.146 (0.169)] [data_t 0.004] [optim_t 0.142] [lr 0.001173] [CE 4.878 (4.625)] [KD 5.317 (5.021)] +2024-10-13 05:48:43,578 - Train: 57.41% [718150/1251000] [574.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.001173] [CE 4.467 (4.574)] [KD 4.525 (4.959)] +2024-10-13 05:48:51,266 - Train: 57.41% [718200/1251000] [574.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001172] [CE 4.641 (4.645)] [KD 4.729 (5.040)] +2024-10-13 05:48:58,696 - Train: 57.41% [718250/1251000] [574.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001172] [CE 4.390 (4.563)] [KD 4.807 (4.960)] +2024-10-13 05:49:06,258 - Train: 57.42% [718300/1251000] [574.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001172] [CE 4.764 (4.598)] [KD 4.843 (4.929)] +2024-10-13 05:49:13,843 - Train: 57.42% [718350/1251000] [574.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.006] [optim_t 0.148] [lr 0.001172] [CE 4.589 (4.707)] [KD 4.881 (5.092)] +2024-10-13 05:49:21,454 - Train: 57.43% [718400/1251000] [574.3/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.152] [lr 0.001172] [CE 4.913 (4.630)] [KD 4.925 (5.088)] +2024-10-13 05:49:28,921 - Train: 57.43% [718450/1251000] [574.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.001172] [CE 5.180 (4.620)] [KD 5.210 (5.026)] +2024-10-13 05:49:36,755 - Train: 57.43% [718500/1251000] [574.3/1000.0] [batch_t 0.155 (0.157)] [data_t 0.004] [optim_t 0.151] [lr 0.001171] [CE 4.485 (4.656)] [KD 4.735 (5.004)] +2024-10-13 05:49:44,414 - Train: 57.44% [718550/1251000] [574.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001171] [CE 4.793 (4.557)] [KD 5.059 (4.918)] +2024-10-13 05:49:52,018 - Train: 57.44% [718600/1251000] [574.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.001171] [CE 4.777 (4.687)] [KD 4.814 (5.003)] +2024-10-13 05:49:59,457 - Train: 57.45% [718650/1251000] [574.5/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.001171] [CE 4.554 (4.578)] [KD 5.144 (4.989)] +2024-10-13 05:50:06,918 - Train: 57.45% [718700/1251000] [574.5/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.001171] [CE 4.774 (4.670)] [KD 5.288 (5.106)] +2024-10-13 05:50:14,354 - Train: 57.45% [718750/1251000] [574.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001170] [CE 4.235 (4.636)] [KD 4.423 (4.976)] +2024-10-13 05:50:22,005 - Train: 57.46% [718800/1251000] [574.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001170] [CE 4.301 (4.599)] [KD 4.696 (4.985)] +2024-10-13 05:50:29,770 - Train: 57.46% [718850/1251000] [574.6/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.001170] [CE 5.081 (4.575)] [KD 5.286 (4.915)] +2024-10-13 05:50:37,356 - Train: 57.47% [718900/1251000] [574.7/1000.0] [batch_t 0.143 (0.152)] [data_t 0.003] [optim_t 0.140] [lr 0.001170] [CE 4.163 (4.518)] [KD 4.926 (4.888)] +2024-10-13 05:50:45,079 - Train: 57.47% [718950/1251000] [574.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001170] [CE 4.846 (4.630)] [KD 5.172 (4.965)] +2024-10-13 05:50:52,628 - Train: 57.47% [719000/1251000] [574.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001170] [CE 4.581 (4.606)] [KD 5.280 (4.944)] +2024-10-13 05:51:00,155 - Train: 57.48% [719050/1251000] [574.8/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.001169] [CE 4.252 (4.574)] [KD 4.661 (4.926)] +2024-10-13 05:51:07,758 - Train: 57.48% [719100/1251000] [574.8/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.001169] [CE 4.375 (4.595)] [KD 5.001 (4.994)] +2024-10-13 05:51:15,311 - Train: 57.49% [719150/1251000] [574.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001169] [CE 4.447 (4.532)] [KD 4.953 (5.007)] +2024-10-13 05:51:22,807 - Train: 57.49% [719200/1251000] [574.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.001169] [CE 4.959 (4.631)] [KD 5.089 (5.020)] +2024-10-13 05:51:30,361 - Train: 57.49% [719250/1251000] [574.9/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001169] [CE 4.929 (4.605)] [KD 5.047 (5.019)] +2024-10-13 05:51:37,777 - Train: 57.50% [719300/1251000] [575.0/1000.0] [batch_t 0.154 (0.148)] [data_t 0.003] [optim_t 0.151] [lr 0.001168] [CE 4.661 (4.639)] [KD 5.060 (5.000)] +2024-10-13 05:51:47,243 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 33921] [top5_cnt 44057] [top_all 50000] +2024-10-13 05:51:47,244 - net: 67.842 (88.114) +2024-10-13 05:51:53,035 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 36072] [top5_cnt 45359] [top_all 50000] +2024-10-13 05:51:53,035 - net_E: 72.144 (90.718) +2024-10-13 05:51:53,175 - Max [top1: 67.844 (epoch: 563)] [top1-ema: 72.144 (epoch: 575)] +2024-10-13 05:51:53,176 - ==> Total time: 1 day, 8:04:44 Eta: 23:42:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 05:52:00,202 - Train: 57.50% [719350/1251000] [575.0/1000.0] [batch_t 0.149 (0.177)] [data_t 0.005] [optim_t 0.144] [lr 0.001168] [CE 4.580 (4.649)] [KD 4.996 (4.967)] +2024-10-13 05:52:07,843 - Train: 57.51% [719400/1251000] [575.1/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.001168] [CE 4.957 (4.597)] [KD 5.162 (5.002)] +2024-10-13 05:52:15,657 - Train: 57.51% [719450/1251000] [575.1/1000.0] [batch_t 0.145 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.001168] [CE 4.972 (4.574)] [KD 5.011 (4.988)] +2024-10-13 05:52:23,057 - Train: 57.51% [719500/1251000] [575.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.007] [optim_t 0.140] [lr 0.001168] [CE 4.453 (4.604)] [KD 5.014 (4.990)] +2024-10-13 05:52:30,465 - Train: 57.52% [719550/1251000] [575.2/1000.0] [batch_t 0.154 (0.148)] [data_t 0.005] [optim_t 0.149] [lr 0.001168] [CE 5.282 (4.549)] [KD 5.434 (4.918)] +2024-10-13 05:52:37,916 - Train: 57.52% [719600/1251000] [575.2/1000.0] [batch_t 0.158 (0.149)] [data_t 0.004] [optim_t 0.154] [lr 0.001167] [CE 4.858 (4.536)] [KD 5.147 (4.901)] +2024-10-13 05:52:45,446 - Train: 57.53% [719650/1251000] [575.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.001167] [CE 4.643 (4.543)] [KD 5.095 (4.995)] +2024-10-13 05:52:53,082 - Train: 57.53% [719700/1251000] [575.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001167] [CE 4.583 (4.598)] [KD 4.764 (4.993)] +2024-10-13 05:53:00,847 - Train: 57.53% [719750/1251000] [575.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.001167] [CE 4.546 (4.658)] [KD 4.844 (5.005)] +2024-10-13 05:53:08,309 - Train: 57.54% [719800/1251000] [575.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001167] [CE 4.757 (4.513)] [KD 5.250 (4.973)] +2024-10-13 05:53:15,978 - Train: 57.54% [719850/1251000] [575.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.006] [optim_t 0.146] [lr 0.001166] [CE 4.459 (4.627)] [KD 4.756 (5.006)] +2024-10-13 05:53:23,478 - Train: 57.55% [719900/1251000] [575.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.001166] [CE 3.864 (4.503)] [KD 4.668 (4.950)] +2024-10-13 05:53:31,011 - Train: 57.55% [719950/1251000] [575.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001166] [CE 4.573 (4.572)] [KD 4.830 (4.926)] +2024-10-13 05:53:38,544 - Train: 57.55% [720000/1251000] [575.5/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.001166] [CE 5.010 (4.578)] [KD 5.289 (4.996)] +2024-10-13 05:53:46,287 - Train: 57.56% [720050/1251000] [575.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001166] [CE 4.996 (4.596)] [KD 5.191 (5.034)] +2024-10-13 05:53:53,919 - Train: 57.56% [720100/1251000] [575.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001166] [CE 4.559 (4.583)] [KD 5.118 (4.969)] +2024-10-13 05:54:01,466 - Train: 57.57% [720150/1251000] [575.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001165] [CE 4.792 (4.586)] [KD 4.943 (4.933)] +2024-10-13 05:54:09,231 - Train: 57.57% [720200/1251000] [575.7/1000.0] [batch_t 0.162 (0.155)] [data_t 0.003] [optim_t 0.159] [lr 0.001165] [CE 4.712 (4.601)] [KD 5.201 (5.016)] +2024-10-13 05:54:16,689 - Train: 57.57% [720250/1251000] [575.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001165] [CE 4.530 (4.540)] [KD 5.093 (5.044)] +2024-10-13 05:54:24,254 - Train: 57.58% [720300/1251000] [575.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001165] [CE 4.497 (4.571)] [KD 4.770 (4.970)] +2024-10-13 05:54:31,709 - Train: 57.58% [720350/1251000] [575.8/1000.0] [batch_t 0.155 (0.149)] [data_t 0.004] [optim_t 0.152] [lr 0.001165] [CE 4.916 (4.655)] [KD 5.282 (5.017)] +2024-10-13 05:54:39,318 - Train: 57.59% [720400/1251000] [575.9/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.001164] [CE 4.689 (4.665)] [KD 4.758 (4.997)] +2024-10-13 05:54:46,860 - Train: 57.59% [720450/1251000] [575.9/1000.0] [batch_t 0.156 (0.151)] [data_t 0.003] [optim_t 0.153] [lr 0.001164] [CE 4.941 (4.555)] [KD 5.433 (5.018)] +2024-10-13 05:54:54,441 - Train: 57.59% [720500/1251000] [575.9/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.001164] [CE 4.701 (4.528)] [KD 4.964 (4.948)] +2024-10-13 05:55:02,087 - Train: 57.60% [720550/1251000] [576.0/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001164] [CE 4.262 (4.610)] [KD 4.759 (4.954)] +2024-10-13 05:55:11,712 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 33841] [top5_cnt 44099] [top_all 50000] +2024-10-13 05:55:11,712 - net: 67.682 (88.198) +2024-10-13 05:55:17,524 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 36078] [top5_cnt 45365] [top_all 50000] +2024-10-13 05:55:17,524 - net_E: 72.156 (90.730) +2024-10-13 05:55:17,681 - Max [top1: 67.844 (epoch: 563)] [top1-ema: 72.156 (epoch: 576)] +2024-10-13 05:55:17,681 - ==> Total time: 1 day, 8:08:08 Eta: 23:39:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 05:55:24,596 - Train: 57.60% [720600/1251000] [576.0/1000.0] [batch_t 0.147 (0.180)] [data_t 0.004] [optim_t 0.143] [lr 0.001164] [CE 4.914 (4.573)] [KD 5.190 (4.901)] +2024-10-13 05:55:32,138 - Train: 57.61% [720650/1251000] [576.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001164] [CE 4.480 (4.551)] [KD 5.106 (4.981)] +2024-10-13 05:55:39,893 - Train: 57.61% [720700/1251000] [576.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001163] [CE 4.539 (4.618)] [KD 4.772 (4.988)] +2024-10-13 05:55:47,386 - Train: 57.61% [720750/1251000] [576.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001163] [CE 4.575 (4.616)] [KD 5.150 (4.996)] +2024-10-13 05:55:55,155 - Train: 57.62% [720800/1251000] [576.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.001163] [CE 4.658 (4.527)] [KD 5.042 (4.958)] +2024-10-13 05:56:02,657 - Train: 57.62% [720850/1251000] [576.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001163] [CE 4.677 (4.606)] [KD 4.909 (5.010)] +2024-10-13 05:56:10,464 - Train: 57.63% [720900/1251000] [576.3/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.001163] [CE 4.116 (4.644)] [KD 4.603 (5.043)] +2024-10-13 05:56:18,067 - Train: 57.63% [720950/1251000] [576.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001162] [CE 4.497 (4.524)] [KD 4.882 (4.990)] +2024-10-13 05:56:25,545 - Train: 57.63% [721000/1251000] [576.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.001162] [CE 4.939 (4.563)] [KD 4.885 (4.995)] +2024-10-13 05:56:33,138 - Train: 57.64% [721050/1251000] [576.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001162] [CE 4.657 (4.624)] [KD 5.055 (4.988)] +2024-10-13 05:56:40,686 - Train: 57.64% [721100/1251000] [576.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001162] [CE 4.573 (4.611)] [KD 5.116 (4.986)] +2024-10-13 05:56:48,331 - Train: 57.65% [721150/1251000] [576.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.001162] [CE 4.243 (4.610)] [KD 4.900 (5.009)] +2024-10-13 05:56:55,726 - Train: 57.65% [721200/1251000] [576.5/1000.0] [batch_t 0.150 (0.148)] [data_t 0.007] [optim_t 0.143] [lr 0.001162] [CE 4.812 (4.492)] [KD 4.977 (4.904)] +2024-10-13 05:57:03,434 - Train: 57.65% [721250/1251000] [576.5/1000.0] [batch_t 0.146 (0.154)] [data_t 0.006] [optim_t 0.140] [lr 0.001161] [CE 4.860 (4.581)] [KD 5.152 (4.906)] +2024-10-13 05:57:11,142 - Train: 57.66% [721300/1251000] [576.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.001161] [CE 4.652 (4.657)] [KD 4.842 (5.003)] +2024-10-13 05:57:18,740 - Train: 57.66% [721350/1251000] [576.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001161] [CE 4.699 (4.609)] [KD 4.935 (4.977)] +2024-10-13 05:57:26,161 - Train: 57.67% [721400/1251000] [576.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001161] [CE 4.826 (4.645)] [KD 5.050 (4.989)] +2024-10-13 05:57:33,730 - Train: 57.67% [721450/1251000] [576.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.001161] [CE 4.561 (4.624)] [KD 5.036 (4.948)] +2024-10-13 05:57:41,212 - Train: 57.67% [721500/1251000] [576.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.001160] [CE 4.583 (4.623)] [KD 4.766 (5.033)] +2024-10-13 05:57:48,929 - Train: 57.68% [721550/1251000] [576.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001160] [CE 4.946 (4.588)] [KD 5.128 (4.934)] +2024-10-13 05:57:56,527 - Train: 57.68% [721600/1251000] [576.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001160] [CE 4.582 (4.664)] [KD 4.920 (5.047)] +2024-10-13 05:58:04,165 - Train: 57.69% [721650/1251000] [576.9/1000.0] [batch_t 0.155 (0.153)] [data_t 0.006] [optim_t 0.149] [lr 0.001160] [CE 4.664 (4.603)] [KD 4.727 (5.036)] +2024-10-13 05:58:11,818 - Train: 57.69% [721700/1251000] [576.9/1000.0] [batch_t 0.158 (0.153)] [data_t 0.004] [optim_t 0.154] [lr 0.001160] [CE 5.022 (4.637)] [KD 5.003 (5.063)] +2024-10-13 05:58:19,460 - Train: 57.69% [721750/1251000] [576.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001160] [CE 4.533 (4.566)] [KD 4.943 (4.967)] +2024-10-13 05:58:27,110 - Train: 57.70% [721800/1251000] [577.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001159] [CE 4.667 (4.627)] [KD 5.267 (4.967)] +2024-10-13 05:58:36,680 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 32991] [top5_cnt 43500] [top_all 50000] +2024-10-13 05:58:36,680 - net: 65.982 (87.000) +2024-10-13 05:58:42,458 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.102)] [top1_cnt 36057] [top5_cnt 45335] [top_all 50000] +2024-10-13 05:58:42,459 - net_E: 72.114 (90.670) +2024-10-13 05:58:42,611 - Max [top1: 67.844 (epoch: 563)] [top1-ema: 72.156 (epoch: 576)] +2024-10-13 05:58:42,611 - ==> Total time: 1 day, 8:11:33 Eta: 23:36:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 05:58:48,044 - Train: 57.70% [721850/1251000] [577.0/1000.0] [batch_t 0.144 (0.170)] [data_t 0.004] [optim_t 0.140] [lr 0.001159] [CE 4.517 (4.508)] [KD 4.833 (4.940)] +2024-10-13 05:58:55,862 - Train: 57.71% [721900/1251000] [577.1/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.001159] [CE 4.135 (4.546)] [KD 4.613 (4.946)] +2024-10-13 05:59:03,466 - Train: 57.71% [721950/1251000] [577.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001159] [CE 4.213 (4.593)] [KD 4.555 (5.057)] +2024-10-13 05:59:11,048 - Train: 57.71% [722000/1251000] [577.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001159] [CE 4.478 (4.608)] [KD 4.764 (5.023)] +2024-10-13 05:59:18,597 - Train: 57.72% [722050/1251000] [577.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001158] [CE 4.416 (4.641)] [KD 4.742 (5.032)] +2024-10-13 05:59:26,158 - Train: 57.72% [722100/1251000] [577.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001158] [CE 4.799 (4.610)] [KD 5.283 (5.003)] +2024-10-13 05:59:33,549 - Train: 57.73% [722150/1251000] [577.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001158] [CE 4.654 (4.619)] [KD 5.147 (5.068)] +2024-10-13 05:59:41,320 - Train: 57.73% [722200/1251000] [577.3/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.001158] [CE 4.844 (4.624)] [KD 5.077 (5.027)] +2024-10-13 05:59:48,749 - Train: 57.73% [722250/1251000] [577.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.001158] [CE 4.977 (4.576)] [KD 5.125 (4.942)] +2024-10-13 05:59:56,532 - Train: 57.74% [722300/1251000] [577.4/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.001158] [CE 4.521 (4.563)] [KD 5.135 (4.923)] +2024-10-13 06:00:04,136 - Train: 57.74% [722350/1251000] [577.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001157] [CE 3.845 (4.607)] [KD 4.753 (4.999)] +2024-10-13 06:00:11,634 - Train: 57.75% [722400/1251000] [577.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001157] [CE 4.863 (4.552)] [KD 4.929 (4.942)] +2024-10-13 06:00:19,165 - Train: 57.75% [722450/1251000] [577.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.001157] [CE 4.973 (4.650)] [KD 5.205 (5.077)] +2024-10-13 06:00:26,664 - Train: 57.75% [722500/1251000] [577.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.001157] [CE 4.931 (4.618)] [KD 5.139 (4.974)] +2024-10-13 06:00:34,255 - Train: 57.76% [722550/1251000] [577.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.001157] [CE 4.542 (4.570)] [KD 5.153 (5.012)] +2024-10-13 06:00:41,655 - Train: 57.76% [722600/1251000] [577.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001156] [CE 4.752 (4.582)] [KD 5.126 (4.894)] +2024-10-13 06:00:49,199 - Train: 57.77% [722650/1251000] [577.7/1000.0] [batch_t 0.160 (0.151)] [data_t 0.004] [optim_t 0.156] [lr 0.001156] [CE 4.790 (4.524)] [KD 5.099 (4.969)] +2024-10-13 06:00:56,690 - Train: 57.77% [722700/1251000] [577.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.001156] [CE 4.667 (4.617)] [KD 4.897 (5.033)] +2024-10-13 06:01:04,516 - Train: 57.77% [722750/1251000] [577.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001156] [CE 4.697 (4.608)] [KD 4.839 (4.945)] +2024-10-13 06:01:12,103 - Train: 57.78% [722800/1251000] [577.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001156] [CE 4.275 (4.631)] [KD 4.987 (4.975)] +2024-10-13 06:01:19,961 - Train: 57.78% [722850/1251000] [577.8/1000.0] [batch_t 0.155 (0.157)] [data_t 0.004] [optim_t 0.151] [lr 0.001156] [CE 4.069 (4.610)] [KD 4.834 (4.999)] +2024-10-13 06:01:27,577 - Train: 57.79% [722900/1251000] [577.9/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.001155] [CE 4.359 (4.655)] [KD 4.573 (4.990)] +2024-10-13 06:01:35,029 - Train: 57.79% [722950/1251000] [577.9/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.001155] [CE 4.749 (4.556)] [KD 5.198 (4.949)] +2024-10-13 06:01:42,428 - Train: 57.79% [723000/1251000] [577.9/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.001155] [CE 4.918 (4.536)] [KD 5.237 (4.940)] +2024-10-13 06:01:49,916 - Train: 57.80% [723050/1251000] [578.0/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001155] [CE 4.449 (4.624)] [KD 4.784 (5.021)] +2024-10-13 06:01:59,775 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 33512] [top5_cnt 43978] [top_all 50000] +2024-10-13 06:01:59,775 - net: 67.024 (87.956) +2024-10-13 06:02:05,528 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.101)] [top1_cnt 36091] [top5_cnt 45316] [top_all 50000] +2024-10-13 06:02:05,529 - net_E: 72.182 (90.632) +2024-10-13 06:02:05,707 - Max [top1: 67.844 (epoch: 563)] [top1-ema: 72.182 (epoch: 578)] +2024-10-13 06:02:05,707 - ==> Total time: 1 day, 8:14:56 Eta: 23:32:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 06:02:12,510 - Train: 57.80% [723100/1251000] [578.0/1000.0] [batch_t 0.148 (0.167)] [data_t 0.005] [optim_t 0.143] [lr 0.001155] [CE 4.438 (4.579)] [KD 4.663 (4.886)] +2024-10-13 06:02:20,558 - Train: 57.81% [723150/1251000] [578.1/1000.0] [batch_t 0.149 (0.161)] [data_t 0.005] [optim_t 0.144] [lr 0.001154] [CE 4.331 (4.595)] [KD 5.027 (4.872)] +2024-10-13 06:02:27,990 - Train: 57.81% [723200/1251000] [578.1/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.001154] [CE 4.667 (4.618)] [KD 4.654 (4.912)] +2024-10-13 06:02:35,542 - Train: 57.81% [723250/1251000] [578.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001154] [CE 4.611 (4.610)] [KD 4.879 (5.006)] +2024-10-13 06:02:42,999 - Train: 57.82% [723300/1251000] [578.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.001154] [CE 4.419 (4.589)] [KD 4.713 (4.972)] +2024-10-13 06:02:50,716 - Train: 57.82% [723350/1251000] [578.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001154] [CE 4.762 (4.617)] [KD 5.145 (4.951)] +2024-10-13 06:02:58,243 - Train: 57.83% [723400/1251000] [578.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001154] [CE 4.469 (4.620)] [KD 4.990 (4.974)] +2024-10-13 06:03:05,875 - Train: 57.83% [723450/1251000] [578.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001153] [CE 4.587 (4.587)] [KD 5.101 (4.987)] +2024-10-13 06:03:13,399 - Train: 57.83% [723500/1251000] [578.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001153] [CE 4.683 (4.581)] [KD 4.703 (4.971)] +2024-10-13 06:03:21,268 - Train: 57.84% [723550/1251000] [578.4/1000.0] [batch_t 0.155 (0.157)] [data_t 0.006] [optim_t 0.149] [lr 0.001153] [CE 4.271 (4.546)] [KD 4.816 (4.856)] +2024-10-13 06:03:28,856 - Train: 57.84% [723600/1251000] [578.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.001153] [CE 4.813 (4.620)] [KD 4.967 (4.977)] +2024-10-13 06:03:36,640 - Train: 57.85% [723650/1251000] [578.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001153] [CE 4.732 (4.567)] [KD 4.976 (4.947)] +2024-10-13 06:03:44,353 - Train: 57.85% [723700/1251000] [578.5/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001152] [CE 4.655 (4.509)] [KD 4.765 (4.893)] +2024-10-13 06:03:51,909 - Train: 57.85% [723750/1251000] [578.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001152] [CE 4.483 (4.607)] [KD 4.785 (4.940)] +2024-10-13 06:03:59,352 - Train: 57.86% [723800/1251000] [578.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.001152] [CE 4.121 (4.640)] [KD 5.042 (5.011)] +2024-10-13 06:04:06,849 - Train: 57.86% [723850/1251000] [578.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001152] [CE 4.887 (4.572)] [KD 5.169 (4.937)] +2024-10-13 06:04:14,290 - Train: 57.87% [723900/1251000] [578.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.001152] [CE 4.616 (4.603)] [KD 4.691 (4.970)] +2024-10-13 06:04:21,785 - Train: 57.87% [723950/1251000] [578.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.001152] [CE 4.530 (4.614)] [KD 4.927 (4.944)] +2024-10-13 06:04:29,716 - Train: 57.87% [724000/1251000] [578.7/1000.0] [batch_t 0.147 (0.158)] [data_t 0.004] [optim_t 0.143] [lr 0.001151] [CE 4.221 (4.570)] [KD 4.481 (4.968)] +2024-10-13 06:04:37,158 - Train: 57.88% [724050/1251000] [578.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.001151] [CE 4.244 (4.520)] [KD 5.050 (4.902)] +2024-10-13 06:04:44,849 - Train: 57.88% [724100/1251000] [578.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001151] [CE 4.838 (4.540)] [KD 5.087 (4.972)] +2024-10-13 06:04:52,306 - Train: 57.89% [724150/1251000] [578.9/1000.0] [batch_t 0.156 (0.149)] [data_t 0.005] [optim_t 0.151] [lr 0.001151] [CE 4.613 (4.565)] [KD 5.086 (4.938)] +2024-10-13 06:04:59,872 - Train: 57.89% [724200/1251000] [578.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001151] [CE 4.916 (4.669)] [KD 4.789 (4.971)] +2024-10-13 06:05:07,433 - Train: 57.89% [724250/1251000] [578.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001151] [CE 4.428 (4.653)] [KD 4.690 (4.954)] +2024-10-13 06:05:14,978 - Train: 57.90% [724300/1251000] [579.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001150] [CE 4.248 (4.653)] [KD 4.805 (4.995)] +2024-10-13 06:05:24,962 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 33477] [top5_cnt 43717] [top_all 50000] +2024-10-13 06:05:24,962 - net: 66.954 (87.434) +2024-10-13 06:05:30,781 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 36097] [top5_cnt 45339] [top_all 50000] +2024-10-13 06:05:30,782 - net_E: 72.194 (90.678) +2024-10-13 06:05:30,943 - Max [top1: 67.844 (epoch: 563)] [top1-ema: 72.194 (epoch: 579)] +2024-10-13 06:05:30,943 - ==> Total time: 1 day, 8:18:21 Eta: 23:29:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 06:05:37,061 - Train: 57.90% [724350/1251000] [579.0/1000.0] [batch_t 0.145 (0.166)] [data_t 0.004] [optim_t 0.141] [lr 0.001150] [CE 4.548 (4.645)] [KD 4.598 (4.974)] +2024-10-13 06:05:44,874 - Train: 57.91% [724400/1251000] [579.1/1000.0] [batch_t 0.145 (0.156)] [data_t 0.005] [optim_t 0.140] [lr 0.001150] [CE 4.523 (4.589)] [KD 4.928 (4.913)] +2024-10-13 06:05:52,483 - Train: 57.91% [724450/1251000] [579.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.001150] [CE 5.093 (4.596)] [KD 5.172 (4.878)] +2024-10-13 06:06:00,074 - Train: 57.91% [724500/1251000] [579.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001150] [CE 4.618 (4.650)] [KD 4.695 (4.920)] +2024-10-13 06:06:07,709 - Train: 57.92% [724550/1251000] [579.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.001149] [CE 4.705 (4.559)] [KD 4.925 (4.903)] +2024-10-13 06:06:15,117 - Train: 57.92% [724600/1251000] [579.2/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.001149] [CE 4.585 (4.606)] [KD 4.945 (4.992)] +2024-10-13 06:06:22,825 - Train: 57.93% [724650/1251000] [579.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.001149] [CE 4.844 (4.574)] [KD 5.277 (4.970)] +2024-10-13 06:06:30,339 - Train: 57.93% [724700/1251000] [579.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.001149] [CE 4.347 (4.644)] [KD 4.902 (5.003)] +2024-10-13 06:06:37,846 - Train: 57.93% [724750/1251000] [579.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001149] [CE 4.643 (4.572)] [KD 5.174 (4.997)] +2024-10-13 06:06:45,409 - Train: 57.94% [724800/1251000] [579.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.001149] [CE 4.236 (4.566)] [KD 4.688 (4.989)] +2024-10-13 06:06:53,037 - Train: 57.94% [724850/1251000] [579.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001148] [CE 4.376 (4.570)] [KD 4.901 (4.940)] +2024-10-13 06:07:00,457 - Train: 57.95% [724900/1251000] [579.5/1000.0] [batch_t 0.153 (0.148)] [data_t 0.003] [optim_t 0.150] [lr 0.001148] [CE 5.239 (4.605)] [KD 5.207 (4.935)] +2024-10-13 06:07:07,987 - Train: 57.95% [724950/1251000] [579.5/1000.0] [batch_t 0.141 (0.150)] [data_t 0.003] [optim_t 0.138] [lr 0.001148] [CE 4.093 (4.610)] [KD 4.672 (4.945)] +2024-10-13 06:07:15,547 - Train: 57.95% [725000/1251000] [579.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001148] [CE 4.872 (4.626)] [KD 5.092 (5.003)] +2024-10-13 06:07:22,988 - Train: 57.96% [725050/1251000] [579.6/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.151] [lr 0.001148] [CE 4.907 (4.605)] [KD 5.250 (4.923)] +2024-10-13 06:07:30,688 - Train: 57.96% [725100/1251000] [579.6/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.001147] [CE 4.582 (4.595)] [KD 4.896 (4.956)] +2024-10-13 06:07:38,375 - Train: 57.97% [725150/1251000] [579.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.001147] [CE 4.642 (4.596)] [KD 5.055 (4.961)] +2024-10-13 06:07:45,835 - Train: 57.97% [725200/1251000] [579.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001147] [CE 4.773 (4.577)] [KD 5.205 (4.963)] +2024-10-13 06:07:53,392 - Train: 57.97% [725250/1251000] [579.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001147] [CE 4.359 (4.615)] [KD 4.661 (4.971)] +2024-10-13 06:08:00,770 - Train: 57.98% [725300/1251000] [579.8/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.001147] [CE 4.724 (4.550)] [KD 4.853 (4.919)] +2024-10-13 06:08:08,201 - Train: 57.98% [725350/1251000] [579.8/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001147] [CE 4.447 (4.531)] [KD 5.105 (4.917)] +2024-10-13 06:08:15,738 - Train: 57.99% [725400/1251000] [579.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001146] [CE 4.661 (4.630)] [KD 4.955 (4.986)] +2024-10-13 06:08:23,273 - Train: 57.99% [725450/1251000] [579.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001146] [CE 4.461 (4.571)] [KD 4.804 (5.019)] +2024-10-13 06:08:30,983 - Train: 57.99% [725500/1251000] [579.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001146] [CE 4.743 (4.634)] [KD 4.790 (5.035)] +2024-10-13 06:08:38,647 - Train: 58.00% [725550/1251000] [580.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001146] [CE 4.537 (4.592)] [KD 4.693 (4.936)] +2024-10-13 06:08:48,589 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 33267] [top5_cnt 43667] [top_all 50000] +2024-10-13 06:08:48,590 - net: 66.534 (87.334) +2024-10-13 06:08:54,368 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 36130] [top5_cnt 45336] [top_all 50000] +2024-10-13 06:08:54,368 - net_E: 72.260 (90.672) +2024-10-13 06:08:54,531 - Max [top1: 67.844 (epoch: 563)] [top1-ema: 72.260 (epoch: 580)] +2024-10-13 06:08:54,531 - ==> Total time: 1 day, 8:21:45 Eta: 23:26:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 06:09:00,646 - Train: 58.00% [725600/1251000] [580.0/1000.0] [batch_t 0.145 (0.170)] [data_t 0.003] [optim_t 0.142] [lr 0.001146] [CE 4.957 (4.705)] [KD 5.196 (5.004)] +2024-10-13 06:09:08,258 - Train: 58.01% [725650/1251000] [580.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.001145] [CE 4.824 (4.524)] [KD 4.955 (4.843)] +2024-10-13 06:09:15,840 - Train: 58.01% [725700/1251000] [580.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001145] [CE 4.868 (4.635)] [KD 5.038 (4.939)] +2024-10-13 06:09:23,261 - Train: 58.01% [725750/1251000] [580.1/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.001145] [CE 4.430 (4.631)] [KD 4.883 (4.901)] +2024-10-13 06:09:30,689 - Train: 58.02% [725800/1251000] [580.2/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.001145] [CE 4.924 (4.528)] [KD 5.169 (4.898)] +2024-10-13 06:09:38,185 - Train: 58.02% [725850/1251000] [580.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001145] [CE 4.591 (4.578)] [KD 4.686 (4.967)] +2024-10-13 06:09:45,968 - Train: 58.03% [725900/1251000] [580.3/1000.0] [batch_t 0.297 (0.156)] [data_t 0.003] [optim_t 0.294] [lr 0.001145] [CE 4.264 (4.681)] [KD 4.735 (4.946)] +2024-10-13 06:09:53,388 - Train: 58.03% [725950/1251000] [580.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001144] [CE 4.501 (4.593)] [KD 4.867 (4.969)] +2024-10-13 06:10:01,236 - Train: 58.03% [726000/1251000] [580.3/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.001144] [CE 4.891 (4.571)] [KD 5.152 (4.947)] +2024-10-13 06:10:08,663 - Train: 58.04% [726050/1251000] [580.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001144] [CE 3.906 (4.610)] [KD 4.841 (5.052)] +2024-10-13 06:10:16,080 - Train: 58.04% [726100/1251000] [580.4/1000.0] [batch_t 0.152 (0.148)] [data_t 0.003] [optim_t 0.149] [lr 0.001144] [CE 4.577 (4.623)] [KD 4.901 (4.923)] +2024-10-13 06:10:23,557 - Train: 58.05% [726150/1251000] [580.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.010] [optim_t 0.141] [lr 0.001144] [CE 4.601 (4.663)] [KD 5.087 (4.980)] +2024-10-13 06:10:31,130 - Train: 58.05% [726200/1251000] [580.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001143] [CE 4.416 (4.553)] [KD 4.811 (4.923)] +2024-10-13 06:10:38,808 - Train: 58.05% [726250/1251000] [580.5/1000.0] [batch_t 0.264 (0.153)] [data_t 0.006] [optim_t 0.258] [lr 0.001143] [CE 4.667 (4.550)] [KD 4.966 (4.894)] +2024-10-13 06:10:46,510 - Train: 58.06% [726300/1251000] [580.6/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.001143] [CE 4.534 (4.554)] [KD 4.831 (4.917)] +2024-10-13 06:10:54,061 - Train: 58.06% [726350/1251000] [580.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001143] [CE 4.781 (4.641)] [KD 4.855 (5.007)] +2024-10-13 06:11:01,608 - Train: 58.07% [726400/1251000] [580.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001143] [CE 4.434 (4.576)] [KD 4.838 (5.038)] +2024-10-13 06:11:09,243 - Train: 58.07% [726450/1251000] [580.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001143] [CE 5.055 (4.586)] [KD 5.174 (5.016)] +2024-10-13 06:11:16,682 - Train: 58.07% [726500/1251000] [580.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.001142] [CE 4.443 (4.564)] [KD 5.044 (4.976)] +2024-10-13 06:11:24,217 - Train: 58.08% [726550/1251000] [580.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.001142] [CE 4.676 (4.643)] [KD 4.909 (5.077)] +2024-10-13 06:11:31,821 - Train: 58.08% [726600/1251000] [580.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.001142] [CE 4.572 (4.642)] [KD 4.783 (4.959)] +2024-10-13 06:11:39,282 - Train: 58.09% [726650/1251000] [580.9/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.150] [lr 0.001142] [CE 4.792 (4.616)] [KD 4.841 (4.971)] +2024-10-13 06:11:47,031 - Train: 58.09% [726700/1251000] [580.9/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.001142] [CE 4.466 (4.615)] [KD 4.733 (4.983)] +2024-10-13 06:11:54,745 - Train: 58.09% [726750/1251000] [580.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001141] [CE 5.002 (4.552)] [KD 5.161 (4.922)] +2024-10-13 06:12:02,177 - Train: 58.10% [726800/1251000] [581.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001141] [CE 5.248 (4.582)] [KD 5.012 (4.950)] +2024-10-13 06:12:12,726 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 34084] [top5_cnt 44249] [top_all 50000] +2024-10-13 06:12:12,727 - net: 68.168 (88.498) +2024-10-13 06:12:18,481 - Test (net_E): 100.00% [50/50] [batch_t 0.027 (0.102)] [top1_cnt 36115] [top5_cnt 45362] [top_all 50000] +2024-10-13 06:12:18,481 - net_E: 72.230 (90.724) +2024-10-13 06:12:18,643 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.260 (epoch: 580)] +2024-10-13 06:12:18,644 - ==> Total time: 1 day, 8:25:09 Eta: 23:22:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 06:12:25,197 - Train: 58.10% [726850/1251000] [581.0/1000.0] [batch_t 0.153 (0.169)] [data_t 0.005] [optim_t 0.148] [lr 0.001141] [CE 4.585 (4.537)] [KD 4.877 (4.836)] +2024-10-13 06:12:32,643 - Train: 58.11% [726900/1251000] [581.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.001141] [CE 4.565 (4.588)] [KD 5.059 (4.912)] +2024-10-13 06:12:40,074 - Train: 58.11% [726950/1251000] [581.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.001141] [CE 4.991 (4.671)] [KD 4.872 (4.953)] +2024-10-13 06:12:47,677 - Train: 58.11% [727000/1251000] [581.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.001141] [CE 4.750 (4.579)] [KD 5.178 (4.945)] +2024-10-13 06:12:55,358 - Train: 58.12% [727050/1251000] [581.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.001140] [CE 4.885 (4.638)] [KD 5.054 (4.957)] +2024-10-13 06:13:03,163 - Train: 58.12% [727100/1251000] [581.2/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.001140] [CE 3.886 (4.594)] [KD 4.575 (4.948)] +2024-10-13 06:13:10,688 - Train: 58.13% [727150/1251000] [581.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001140] [CE 5.055 (4.624)] [KD 5.078 (4.965)] +2024-10-13 06:13:18,244 - Train: 58.13% [727200/1251000] [581.3/1000.0] [batch_t 0.143 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.001140] [CE 4.610 (4.583)] [KD 4.850 (4.916)] +2024-10-13 06:13:25,797 - Train: 58.13% [727250/1251000] [581.3/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.001140] [CE 4.740 (4.649)] [KD 5.205 (4.995)] +2024-10-13 06:13:33,280 - Train: 58.14% [727300/1251000] [581.4/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.001139] [CE 5.052 (4.600)] [KD 4.986 (4.930)] +2024-10-13 06:13:40,680 - Train: 58.14% [727350/1251000] [581.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001139] [CE 4.427 (4.524)] [KD 4.894 (4.928)] +2024-10-13 06:13:48,308 - Train: 58.15% [727400/1251000] [581.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.008] [optim_t 0.140] [lr 0.001139] [CE 4.406 (4.589)] [KD 4.996 (4.997)] +2024-10-13 06:13:55,801 - Train: 58.15% [727450/1251000] [581.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001139] [CE 5.004 (4.633)] [KD 5.122 (4.973)] +2024-10-13 06:14:03,379 - Train: 58.15% [727500/1251000] [581.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001139] [CE 4.287 (4.561)] [KD 4.851 (4.930)] +2024-10-13 06:14:10,906 - Train: 58.16% [727550/1251000] [581.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001139] [CE 4.289 (4.535)] [KD 4.983 (4.946)] +2024-10-13 06:14:18,307 - Train: 58.16% [727600/1251000] [581.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.001138] [CE 4.411 (4.526)] [KD 4.765 (4.925)] +2024-10-13 06:14:25,911 - Train: 58.17% [727650/1251000] [581.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001138] [CE 3.853 (4.622)] [KD 4.464 (4.952)] +2024-10-13 06:14:33,610 - Train: 58.17% [727700/1251000] [581.7/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.001138] [CE 5.005 (4.630)] [KD 5.409 (4.957)] +2024-10-13 06:14:41,086 - Train: 58.17% [727750/1251000] [581.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001138] [CE 5.244 (4.687)] [KD 4.972 (4.939)] +2024-10-13 06:14:48,647 - Train: 58.18% [727800/1251000] [581.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001138] [CE 4.762 (4.631)] [KD 4.909 (4.952)] +2024-10-13 06:14:56,198 - Train: 58.18% [727850/1251000] [581.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001138] [CE 4.578 (4.593)] [KD 4.835 (4.912)] +2024-10-13 06:15:03,650 - Train: 58.19% [727900/1251000] [581.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.001137] [CE 4.337 (4.536)] [KD 5.051 (4.893)] +2024-10-13 06:15:11,350 - Train: 58.19% [727950/1251000] [581.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001137] [CE 5.014 (4.599)] [KD 4.983 (5.002)] +2024-10-13 06:15:18,915 - Train: 58.19% [728000/1251000] [581.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001137] [CE 4.788 (4.561)] [KD 5.344 (4.964)] +2024-10-13 06:15:26,316 - Train: 58.20% [728050/1251000] [582.0/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001137] [CE 5.186 (4.610)] [KD 5.033 (4.993)] +2024-10-13 06:15:37,054 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 32816] [top5_cnt 43430] [top_all 50000] +2024-10-13 06:15:37,054 - net: 65.632 (86.860) +2024-10-13 06:15:42,976 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 36123] [top5_cnt 45367] [top_all 50000] +2024-10-13 06:15:42,977 - net_E: 72.246 (90.734) +2024-10-13 06:15:43,132 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.260 (epoch: 580)] +2024-10-13 06:15:43,133 - ==> Total time: 1 day, 8:28:34 Eta: 23:19:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 06:15:48,412 - Train: 58.20% [728100/1251000] [582.0/1000.0] [batch_t 0.148 (0.176)] [data_t 0.003] [optim_t 0.145] [lr 0.001137] [CE 4.850 (4.563)] [KD 5.275 (5.014)] +2024-10-13 06:15:55,853 - Train: 58.21% [728150/1251000] [582.1/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.001136] [CE 4.251 (4.535)] [KD 4.857 (4.875)] +2024-10-13 06:16:03,548 - Train: 58.21% [728200/1251000] [582.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001136] [CE 4.033 (4.591)] [KD 4.653 (4.957)] +2024-10-13 06:16:11,109 - Train: 58.21% [728250/1251000] [582.1/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.001136] [CE 4.675 (4.584)] [KD 4.995 (4.975)] +2024-10-13 06:16:18,626 - Train: 58.22% [728300/1251000] [582.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001136] [CE 4.311 (4.607)] [KD 5.076 (4.954)] +2024-10-13 06:16:26,026 - Train: 58.22% [728350/1251000] [582.2/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.001136] [CE 4.711 (4.585)] [KD 5.159 (5.016)] +2024-10-13 06:16:33,400 - Train: 58.23% [728400/1251000] [582.3/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.001136] [CE 4.690 (4.615)] [KD 5.085 (4.931)] +2024-10-13 06:16:40,853 - Train: 58.23% [728450/1251000] [582.3/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001135] [CE 4.614 (4.561)] [KD 5.100 (4.962)] +2024-10-13 06:16:48,997 - Train: 58.23% [728500/1251000] [582.3/1000.0] [batch_t 0.145 (0.163)] [data_t 0.005] [optim_t 0.140] [lr 0.001135] [CE 4.706 (4.612)] [KD 5.154 (4.982)] +2024-10-13 06:16:56,530 - Train: 58.24% [728550/1251000] [582.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001135] [CE 4.368 (4.642)] [KD 4.756 (4.951)] +2024-10-13 06:17:04,100 - Train: 58.24% [728600/1251000] [582.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001135] [CE 4.554 (4.522)] [KD 4.751 (4.850)] +2024-10-13 06:17:11,530 - Train: 58.25% [728650/1251000] [582.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.001135] [CE 4.710 (4.620)] [KD 4.934 (5.046)] +2024-10-13 06:17:18,988 - Train: 58.25% [728700/1251000] [582.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001134] [CE 4.690 (4.595)] [KD 4.948 (4.984)] +2024-10-13 06:17:26,588 - Train: 58.25% [728750/1251000] [582.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001134] [CE 4.026 (4.535)] [KD 4.894 (4.929)] +2024-10-13 06:17:34,260 - Train: 58.26% [728800/1251000] [582.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001134] [CE 4.182 (4.610)] [KD 4.673 (4.953)] +2024-10-13 06:17:41,772 - Train: 58.26% [728850/1251000] [582.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001134] [CE 4.608 (4.514)] [KD 4.933 (4.837)] +2024-10-13 06:17:49,422 - Train: 58.27% [728900/1251000] [582.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.001134] [CE 4.486 (4.545)] [KD 4.914 (4.931)] +2024-10-13 06:17:57,072 - Train: 58.27% [728950/1251000] [582.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.001134] [CE 4.896 (4.560)] [KD 4.972 (4.945)] +2024-10-13 06:18:04,682 - Train: 58.27% [729000/1251000] [582.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001133] [CE 4.111 (4.532)] [KD 4.880 (4.876)] +2024-10-13 06:18:12,265 - Train: 58.28% [729050/1251000] [582.8/1000.0] [batch_t 0.268 (0.152)] [data_t 0.004] [optim_t 0.264] [lr 0.001133] [CE 4.663 (4.608)] [KD 5.010 (4.947)] +2024-10-13 06:18:19,743 - Train: 58.28% [729100/1251000] [582.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001133] [CE 4.639 (4.638)] [KD 4.966 (4.960)] +2024-10-13 06:18:27,186 - Train: 58.29% [729150/1251000] [582.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001133] [CE 4.533 (4.612)] [KD 4.971 (4.941)] +2024-10-13 06:18:34,707 - Train: 58.29% [729200/1251000] [582.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001133] [CE 4.329 (4.677)] [KD 4.889 (4.985)] +2024-10-13 06:18:42,299 - Train: 58.29% [729250/1251000] [582.9/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.140] [lr 0.001132] [CE 4.552 (4.547)] [KD 5.147 (4.955)] +2024-10-13 06:18:49,844 - Train: 58.30% [729300/1251000] [583.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.001132] [CE 4.590 (4.608)] [KD 4.999 (4.931)] +2024-10-13 06:19:00,448 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 33516] [top5_cnt 43912] [top_all 50000] +2024-10-13 06:19:00,449 - net: 67.032 (87.824) +2024-10-13 06:19:06,270 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 36158] [top5_cnt 45365] [top_all 50000] +2024-10-13 06:19:06,271 - net_E: 72.316 (90.730) +2024-10-13 06:19:06,438 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.316 (epoch: 583)] +2024-10-13 06:19:06,439 - ==> Total time: 1 day, 8:31:57 Eta: 23:16:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 06:19:12,112 - Train: 58.30% [729350/1251000] [583.0/1000.0] [batch_t 0.146 (0.183)] [data_t 0.004] [optim_t 0.142] [lr 0.001132] [CE 4.633 (4.426)] [KD 4.987 (4.840)] +2024-10-13 06:19:19,656 - Train: 58.31% [729400/1251000] [583.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001132] [CE 4.529 (4.637)] [KD 4.479 (4.868)] +2024-10-13 06:19:27,060 - Train: 58.31% [729450/1251000] [583.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001132] [CE 4.664 (4.562)] [KD 5.065 (4.857)] +2024-10-13 06:19:34,470 - Train: 58.31% [729500/1251000] [583.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.001132] [CE 4.888 (4.622)] [KD 5.076 (4.861)] +2024-10-13 06:19:42,065 - Train: 58.32% [729550/1251000] [583.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001131] [CE 4.185 (4.599)] [KD 4.787 (4.885)] +2024-10-13 06:19:49,478 - Train: 58.32% [729600/1251000] [583.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.001131] [CE 4.138 (4.580)] [KD 4.575 (4.903)] +2024-10-13 06:19:57,547 - Train: 58.33% [729650/1251000] [583.3/1000.0] [batch_t 0.146 (0.161)] [data_t 0.004] [optim_t 0.142] [lr 0.001131] [CE 3.724 (4.626)] [KD 4.572 (4.929)] +2024-10-13 06:20:04,996 - Train: 58.33% [729700/1251000] [583.3/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.001131] [CE 4.887 (4.594)] [KD 5.191 (4.929)] +2024-10-13 06:20:12,455 - Train: 58.33% [729750/1251000] [583.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001131] [CE 4.693 (4.605)] [KD 5.071 (4.971)] +2024-10-13 06:20:20,159 - Train: 58.34% [729800/1251000] [583.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001130] [CE 4.937 (4.639)] [KD 5.035 (4.946)] +2024-10-13 06:20:27,614 - Train: 58.34% [729850/1251000] [583.4/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001130] [CE 4.924 (4.588)] [KD 5.076 (4.901)] +2024-10-13 06:20:35,033 - Train: 58.35% [729900/1251000] [583.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.001130] [CE 4.790 (4.599)] [KD 4.856 (4.964)] +2024-10-13 06:20:42,642 - Train: 58.35% [729950/1251000] [583.5/1000.0] [batch_t 0.143 (0.152)] [data_t 0.004] [optim_t 0.139] [lr 0.001130] [CE 4.626 (4.577)] [KD 4.708 (4.863)] +2024-10-13 06:20:50,087 - Train: 58.35% [730000/1251000] [583.5/1000.0] [batch_t 0.161 (0.149)] [data_t 0.007] [optim_t 0.153] [lr 0.001130] [CE 4.625 (4.614)] [KD 5.079 (4.987)] +2024-10-13 06:20:57,845 - Train: 58.36% [730050/1251000] [583.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001130] [CE 4.884 (4.602)] [KD 5.403 (4.970)] +2024-10-13 06:21:05,452 - Train: 58.36% [730100/1251000] [583.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001129] [CE 4.606 (4.525)] [KD 4.923 (4.876)] +2024-10-13 06:21:13,037 - Train: 58.37% [730150/1251000] [583.7/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.001129] [CE 4.764 (4.631)] [KD 5.035 (4.959)] +2024-10-13 06:21:20,767 - Train: 58.37% [730200/1251000] [583.7/1000.0] [batch_t 0.144 (0.154)] [data_t 0.003] [optim_t 0.140] [lr 0.001129] [CE 4.626 (4.545)] [KD 4.812 (4.915)] +2024-10-13 06:21:28,185 - Train: 58.37% [730250/1251000] [583.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.001129] [CE 4.405 (4.657)] [KD 4.892 (4.959)] +2024-10-13 06:21:35,603 - Train: 58.38% [730300/1251000] [583.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.001129] [CE 4.792 (4.581)] [KD 5.246 (4.992)] +2024-10-13 06:21:43,040 - Train: 58.38% [730350/1251000] [583.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001128] [CE 5.028 (4.659)] [KD 4.971 (4.973)] +2024-10-13 06:21:50,684 - Train: 58.39% [730400/1251000] [583.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001128] [CE 4.852 (4.565)] [KD 5.199 (4.894)] +2024-10-13 06:21:58,216 - Train: 58.39% [730450/1251000] [583.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001128] [CE 4.276 (4.587)] [KD 4.478 (4.938)] +2024-10-13 06:22:06,074 - Train: 58.39% [730500/1251000] [583.9/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001128] [CE 4.609 (4.612)] [KD 4.730 (4.979)] +2024-10-13 06:22:13,458 - Train: 58.40% [730550/1251000] [584.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001128] [CE 4.741 (4.638)] [KD 4.989 (4.926)] +2024-10-13 06:22:24,055 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 33723] [top5_cnt 44029] [top_all 50000] +2024-10-13 06:22:24,056 - net: 67.446 (88.058) +2024-10-13 06:22:30,035 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 36125] [top5_cnt 45370] [top_all 50000] +2024-10-13 06:22:30,035 - net_E: 72.250 (90.740) +2024-10-13 06:22:30,189 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.316 (epoch: 583)] +2024-10-13 06:22:30,190 - ==> Total time: 1 day, 8:35:21 Eta: 23:12:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 06:22:34,621 - Train: 58.40% [730600/1251000] [584.0/1000.0] [batch_t 0.146 (0.183)] [data_t 0.004] [optim_t 0.142] [lr 0.001128] [CE 4.880 (4.456)] [KD 5.102 (4.850)] +2024-10-13 06:22:42,040 - Train: 58.41% [730650/1251000] [584.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001127] [CE 4.758 (4.621)] [KD 5.255 (4.925)] +2024-10-13 06:22:49,569 - Train: 58.41% [730700/1251000] [584.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.001127] [CE 4.134 (4.570)] [KD 4.630 (4.925)] +2024-10-13 06:22:57,113 - Train: 58.41% [730750/1251000] [584.1/1000.0] [batch_t 0.296 (0.151)] [data_t 0.003] [optim_t 0.292] [lr 0.001127] [CE 4.422 (4.602)] [KD 4.516 (4.922)] +2024-10-13 06:23:04,650 - Train: 58.42% [730800/1251000] [584.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001127] [CE 4.532 (4.551)] [KD 5.204 (4.878)] +2024-10-13 06:23:12,068 - Train: 58.42% [730850/1251000] [584.2/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.001127] [CE 4.321 (4.621)] [KD 4.884 (4.894)] +2024-10-13 06:23:20,012 - Train: 58.43% [730900/1251000] [584.3/1000.0] [batch_t 0.148 (0.159)] [data_t 0.003] [optim_t 0.145] [lr 0.001127] [CE 4.998 (4.639)] [KD 5.258 (4.946)] +2024-10-13 06:23:27,448 - Train: 58.43% [730950/1251000] [584.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001126] [CE 4.881 (4.638)] [KD 4.991 (4.948)] +2024-10-13 06:23:34,892 - Train: 58.43% [731000/1251000] [584.3/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.001126] [CE 5.106 (4.627)] [KD 5.183 (4.978)] +2024-10-13 06:23:42,531 - Train: 58.44% [731050/1251000] [584.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001126] [CE 4.284 (4.607)] [KD 4.793 (4.914)] +2024-10-13 06:23:50,043 - Train: 58.44% [731100/1251000] [584.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001126] [CE 4.324 (4.647)] [KD 4.860 (4.963)] +2024-10-13 06:23:57,575 - Train: 58.45% [731150/1251000] [584.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001126] [CE 5.213 (4.594)] [KD 5.102 (4.945)] +2024-10-13 06:24:05,036 - Train: 58.45% [731200/1251000] [584.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001125] [CE 4.899 (4.636)] [KD 5.461 (4.997)] +2024-10-13 06:24:12,624 - Train: 58.45% [731250/1251000] [584.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001125] [CE 4.476 (4.600)] [KD 4.818 (4.985)] +2024-10-13 06:24:20,323 - Train: 58.46% [731300/1251000] [584.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001125] [CE 4.803 (4.650)] [KD 4.988 (5.008)] +2024-10-13 06:24:28,025 - Train: 58.46% [731350/1251000] [584.6/1000.0] [batch_t 0.160 (0.154)] [data_t 0.008] [optim_t 0.152] [lr 0.001125] [CE 4.661 (4.592)] [KD 4.952 (4.899)] +2024-10-13 06:24:35,567 - Train: 58.47% [731400/1251000] [584.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001125] [CE 4.298 (4.577)] [KD 4.870 (4.973)] +2024-10-13 06:24:43,084 - Train: 58.47% [731450/1251000] [584.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.001125] [CE 5.126 (4.658)] [KD 5.240 (5.007)] +2024-10-13 06:24:50,603 - Train: 58.47% [731500/1251000] [584.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001124] [CE 4.567 (4.604)] [KD 5.026 (4.983)] +2024-10-13 06:24:58,283 - Train: 58.48% [731550/1251000] [584.8/1000.0] [batch_t 0.285 (0.153)] [data_t 0.003] [optim_t 0.282] [lr 0.001124] [CE 4.579 (4.581)] [KD 4.723 (4.948)] +2024-10-13 06:25:05,757 - Train: 58.48% [731600/1251000] [584.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.001124] [CE 4.729 (4.620)] [KD 4.964 (4.954)] +2024-10-13 06:25:13,295 - Train: 58.49% [731650/1251000] [584.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.001124] [CE 4.794 (4.583)] [KD 5.115 (4.909)] +2024-10-13 06:25:20,806 - Train: 58.49% [731700/1251000] [584.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.001124] [CE 4.799 (4.562)] [KD 5.004 (4.954)] +2024-10-13 06:25:28,478 - Train: 58.49% [731750/1251000] [584.9/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.001123] [CE 4.735 (4.658)] [KD 4.927 (4.985)] +2024-10-13 06:25:36,031 - Train: 58.50% [731800/1251000] [585.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001123] [CE 4.914 (4.635)] [KD 5.151 (4.996)] +2024-10-13 06:25:46,906 - Test (net): 100.00% [50/50] [batch_t 0.137 (0.106)] [top1_cnt 33675] [top5_cnt 44019] [top_all 50000] +2024-10-13 06:25:46,907 - net: 67.350 (88.038) +2024-10-13 06:25:52,858 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.103)] [top1_cnt 36082] [top5_cnt 45353] [top_all 50000] +2024-10-13 06:25:52,858 - net_E: 72.164 (90.706) +2024-10-13 06:25:53,017 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.316 (epoch: 583)] +2024-10-13 06:25:53,017 - ==> Total time: 1 day, 8:38:44 Eta: 23:09:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 06:25:58,278 - Train: 58.50% [731850/1251000] [585.0/1000.0] [batch_t 0.156 (0.185)] [data_t 0.004] [optim_t 0.152] [lr 0.001123] [CE 5.030 (4.676)] [KD 5.120 (4.944)] +2024-10-13 06:26:05,804 - Train: 58.51% [731900/1251000] [585.1/1000.0] [batch_t 0.154 (0.150)] [data_t 0.006] [optim_t 0.149] [lr 0.001123] [CE 4.189 (4.573)] [KD 4.996 (4.920)] +2024-10-13 06:26:13,459 - Train: 58.51% [731950/1251000] [585.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.001123] [CE 4.511 (4.604)] [KD 4.923 (4.992)] +2024-10-13 06:26:20,853 - Train: 58.51% [732000/1251000] [585.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.001123] [CE 5.138 (4.611)] [KD 5.241 (4.952)] +2024-10-13 06:26:28,361 - Train: 58.52% [732050/1251000] [585.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001122] [CE 5.093 (4.626)] [KD 4.971 (4.950)] +2024-10-13 06:26:35,999 - Train: 58.52% [732100/1251000] [585.2/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.001122] [CE 4.451 (4.541)] [KD 4.980 (4.845)] +2024-10-13 06:26:43,675 - Train: 58.53% [732150/1251000] [585.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.007] [optim_t 0.144] [lr 0.001122] [CE 4.624 (4.630)] [KD 5.088 (4.892)] +2024-10-13 06:26:51,256 - Train: 58.53% [732200/1251000] [585.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001122] [CE 5.428 (4.631)] [KD 5.167 (4.981)] +2024-10-13 06:26:58,797 - Train: 58.53% [732250/1251000] [585.3/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001122] [CE 4.466 (4.608)] [KD 4.635 (4.878)] +2024-10-13 06:27:06,367 - Train: 58.54% [732300/1251000] [585.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001121] [CE 4.597 (4.622)] [KD 5.028 (4.910)] +2024-10-13 06:27:13,999 - Train: 58.54% [732350/1251000] [585.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.001121] [CE 4.823 (4.629)] [KD 4.946 (4.905)] +2024-10-13 06:27:21,402 - Train: 58.55% [732400/1251000] [585.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001121] [CE 4.789 (4.575)] [KD 4.867 (4.976)] +2024-10-13 06:27:29,070 - Train: 58.55% [732450/1251000] [585.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.006] [optim_t 0.145] [lr 0.001121] [CE 4.209 (4.639)] [KD 4.671 (5.019)] +2024-10-13 06:27:36,648 - Train: 58.55% [732500/1251000] [585.5/1000.0] [batch_t 0.270 (0.151)] [data_t 0.003] [optim_t 0.267] [lr 0.001121] [CE 4.446 (4.495)] [KD 4.800 (4.891)] +2024-10-13 06:27:44,207 - Train: 58.56% [732550/1251000] [585.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001121] [CE 4.381 (4.527)] [KD 5.202 (4.934)] +2024-10-13 06:27:51,726 - Train: 58.56% [732600/1251000] [585.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001120] [CE 4.742 (4.713)] [KD 5.233 (5.011)] +2024-10-13 06:27:59,141 - Train: 58.57% [732650/1251000] [585.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.001120] [CE 4.357 (4.568)] [KD 4.667 (4.968)] +2024-10-13 06:28:06,931 - Train: 58.57% [732700/1251000] [585.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.001120] [CE 4.834 (4.585)] [KD 4.789 (4.942)] +2024-10-13 06:28:14,599 - Train: 58.57% [732750/1251000] [585.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001120] [CE 4.588 (4.661)] [KD 4.996 (4.963)] +2024-10-13 06:28:22,166 - Train: 58.58% [732800/1251000] [585.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001120] [CE 4.349 (4.634)] [KD 4.812 (4.993)] +2024-10-13 06:28:29,749 - Train: 58.58% [732850/1251000] [585.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001120] [CE 4.850 (4.629)] [KD 5.137 (4.964)] +2024-10-13 06:28:37,207 - Train: 58.59% [732900/1251000] [585.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001119] [CE 4.440 (4.545)] [KD 4.783 (4.936)] +2024-10-13 06:28:44,687 - Train: 58.59% [732950/1251000] [585.9/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.001119] [CE 4.358 (4.643)] [KD 4.658 (4.975)] +2024-10-13 06:28:52,261 - Train: 58.59% [733000/1251000] [585.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001119] [CE 4.911 (4.592)] [KD 5.182 (4.919)] +2024-10-13 06:28:59,702 - Train: 58.60% [733050/1251000] [586.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001119] [CE 5.078 (4.612)] [KD 5.002 (4.887)] +2024-10-13 06:29:10,690 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.105)] [top1_cnt 33968] [top5_cnt 44212] [top_all 50000] +2024-10-13 06:29:10,691 - net: 67.936 (88.424) +2024-10-13 06:29:16,477 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.103)] [top1_cnt 36087] [top5_cnt 45375] [top_all 50000] +2024-10-13 06:29:16,478 - net_E: 72.174 (90.750) +2024-10-13 06:29:16,633 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.316 (epoch: 583)] +2024-10-13 06:29:16,633 - ==> Total time: 1 day, 8:42:07 Eta: 23:06:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 06:29:20,778 - Train: 58.60% [733100/1251000] [586.0/1000.0] [batch_t 0.146 (0.183)] [data_t 0.006] [optim_t 0.141] [lr 0.001119] [CE 4.446 (4.511)] [KD 4.595 (4.807)] +2024-10-13 06:29:28,300 - Train: 58.61% [733150/1251000] [586.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001118] [CE 4.378 (4.557)] [KD 4.539 (4.841)] +2024-10-13 06:29:35,949 - Train: 58.61% [733200/1251000] [586.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.001118] [CE 4.416 (4.577)] [KD 4.856 (4.883)] +2024-10-13 06:29:43,457 - Train: 58.61% [733250/1251000] [586.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.001118] [CE 4.726 (4.538)] [KD 4.954 (4.958)] +2024-10-13 06:29:51,137 - Train: 58.62% [733300/1251000] [586.2/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.001118] [CE 4.369 (4.565)] [KD 4.568 (4.913)] +2024-10-13 06:29:58,629 - Train: 58.62% [733350/1251000] [586.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001118] [CE 4.389 (4.531)] [KD 4.688 (4.818)] +2024-10-13 06:30:06,237 - Train: 58.63% [733400/1251000] [586.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001118] [CE 4.741 (4.507)] [KD 4.731 (4.857)] +2024-10-13 06:30:13,847 - Train: 58.63% [733450/1251000] [586.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001117] [CE 5.167 (4.593)] [KD 5.119 (4.916)] +2024-10-13 06:30:21,435 - Train: 58.63% [733500/1251000] [586.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.001117] [CE 4.370 (4.542)] [KD 4.714 (4.908)] +2024-10-13 06:30:29,198 - Train: 58.64% [733550/1251000] [586.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.001117] [CE 4.254 (4.569)] [KD 4.785 (4.913)] +2024-10-13 06:30:36,597 - Train: 58.64% [733600/1251000] [586.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001117] [CE 4.966 (4.536)] [KD 5.174 (4.942)] +2024-10-13 06:30:44,240 - Train: 58.65% [733650/1251000] [586.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001117] [CE 4.774 (4.542)] [KD 5.240 (4.981)] +2024-10-13 06:30:51,766 - Train: 58.65% [733700/1251000] [586.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001116] [CE 4.810 (4.601)] [KD 5.022 (4.912)] +2024-10-13 06:30:59,440 - Train: 58.65% [733750/1251000] [586.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001116] [CE 4.376 (4.577)] [KD 4.838 (4.912)] +2024-10-13 06:31:07,053 - Train: 58.66% [733800/1251000] [586.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001116] [CE 4.571 (4.511)] [KD 4.779 (4.889)] +2024-10-13 06:31:14,747 - Train: 58.66% [733850/1251000] [586.6/1000.0] [batch_t 0.161 (0.154)] [data_t 0.003] [optim_t 0.157] [lr 0.001116] [CE 4.929 (4.627)] [KD 5.093 (4.966)] +2024-10-13 06:31:22,192 - Train: 58.67% [733900/1251000] [586.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001116] [CE 4.794 (4.556)] [KD 4.918 (4.901)] +2024-10-13 06:31:29,635 - Train: 58.67% [733950/1251000] [586.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001116] [CE 4.464 (4.568)] [KD 4.879 (4.910)] +2024-10-13 06:31:37,218 - Train: 58.67% [734000/1251000] [586.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.006] [optim_t 0.147] [lr 0.001115] [CE 4.781 (4.611)] [KD 5.259 (4.958)] +2024-10-13 06:31:45,161 - Train: 58.68% [734050/1251000] [586.8/1000.0] [batch_t 0.149 (0.159)] [data_t 0.003] [optim_t 0.146] [lr 0.001115] [CE 4.193 (4.572)] [KD 4.950 (4.939)] +2024-10-13 06:31:52,829 - Train: 58.68% [734100/1251000] [586.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.001115] [CE 4.701 (4.603)] [KD 5.275 (4.950)] +2024-10-13 06:32:00,417 - Train: 58.69% [734150/1251000] [586.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001115] [CE 4.492 (4.558)] [KD 4.818 (4.945)] +2024-10-13 06:32:08,109 - Train: 58.69% [734200/1251000] [586.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.001115] [CE 4.438 (4.581)] [KD 4.916 (4.940)] +2024-10-13 06:32:15,567 - Train: 58.69% [734250/1251000] [586.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.001114] [CE 4.674 (4.598)] [KD 5.031 (4.899)] +2024-10-13 06:32:22,987 - Train: 58.70% [734300/1251000] [587.0/1000.0] [batch_t 0.150 (0.148)] [data_t 0.003] [optim_t 0.147] [lr 0.001114] [CE 4.670 (4.555)] [KD 4.580 (4.956)] +2024-10-13 06:32:34,092 - Test (net): 100.00% [50/50] [batch_t 0.020 (0.105)] [top1_cnt 33052] [top5_cnt 43539] [top_all 50000] +2024-10-13 06:32:34,093 - net: 66.104 (87.078) +2024-10-13 06:32:40,157 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 36099] [top5_cnt 45360] [top_all 50000] +2024-10-13 06:32:40,158 - net_E: 72.198 (90.720) +2024-10-13 06:32:40,338 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.316 (epoch: 583)] +2024-10-13 06:32:40,339 - ==> Total time: 1 day, 8:45:31 Eta: 23:02:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 06:32:44,591 - Train: 58.70% [734350/1251000] [587.0/1000.0] [batch_t 0.147 (0.192)] [data_t 0.003] [optim_t 0.144] [lr 0.001114] [CE 5.107 (4.630)] [KD 4.979 (4.961)] +2024-10-13 06:32:52,239 - Train: 58.71% [734400/1251000] [587.1/1000.0] [batch_t 0.158 (0.153)] [data_t 0.005] [optim_t 0.153] [lr 0.001114] [CE 5.087 (4.617)] [KD 5.229 (4.920)] +2024-10-13 06:33:00,202 - Train: 58.71% [734450/1251000] [587.1/1000.0] [batch_t 0.160 (0.159)] [data_t 0.004] [optim_t 0.156] [lr 0.001114] [CE 3.968 (4.582)] [KD 4.651 (4.894)] +2024-10-13 06:33:07,975 - Train: 58.71% [734500/1251000] [587.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.001114] [CE 4.606 (4.617)] [KD 4.840 (4.952)] +2024-10-13 06:33:15,668 - Train: 58.72% [734550/1251000] [587.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001113] [CE 4.358 (4.602)] [KD 4.994 (4.916)] +2024-10-13 06:33:23,219 - Train: 58.72% [734600/1251000] [587.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.001113] [CE 4.468 (4.580)] [KD 4.929 (4.944)] +2024-10-13 06:33:30,713 - Train: 58.73% [734650/1251000] [587.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001113] [CE 5.061 (4.587)] [KD 5.076 (4.931)] +2024-10-13 06:33:38,335 - Train: 58.73% [734700/1251000] [587.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001113] [CE 4.742 (4.661)] [KD 4.954 (4.932)] +2024-10-13 06:33:45,893 - Train: 58.73% [734750/1251000] [587.3/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.001113] [CE 5.281 (4.581)] [KD 4.950 (4.892)] +2024-10-13 06:33:53,600 - Train: 58.74% [734800/1251000] [587.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001112] [CE 4.777 (4.645)] [KD 4.980 (4.934)] +2024-10-13 06:34:01,259 - Train: 58.74% [734850/1251000] [587.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.001112] [CE 4.633 (4.555)] [KD 4.902 (4.931)] +2024-10-13 06:34:08,731 - Train: 58.75% [734900/1251000] [587.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.001112] [CE 4.289 (4.628)] [KD 4.877 (4.910)] +2024-10-13 06:34:16,450 - Train: 58.75% [734950/1251000] [587.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001112] [CE 4.457 (4.580)] [KD 4.768 (4.889)] +2024-10-13 06:34:24,019 - Train: 58.75% [735000/1251000] [587.5/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001112] [CE 4.748 (4.543)] [KD 4.850 (4.903)] +2024-10-13 06:34:31,536 - Train: 58.76% [735050/1251000] [587.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001112] [CE 4.500 (4.529)] [KD 4.924 (4.900)] +2024-10-13 06:34:39,099 - Train: 58.76% [735100/1251000] [587.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001111] [CE 4.299 (4.570)] [KD 4.918 (4.959)] +2024-10-13 06:34:46,514 - Train: 58.76% [735150/1251000] [587.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001111] [CE 4.746 (4.538)] [KD 4.936 (4.848)] +2024-10-13 06:34:54,196 - Train: 58.77% [735200/1251000] [587.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001111] [CE 4.016 (4.618)] [KD 4.739 (4.942)] +2024-10-13 06:35:01,754 - Train: 58.77% [735250/1251000] [587.7/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.001111] [CE 4.498 (4.632)] [KD 4.641 (4.964)] +2024-10-13 06:35:09,475 - Train: 58.78% [735300/1251000] [587.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001111] [CE 4.473 (4.551)] [KD 4.835 (4.885)] +2024-10-13 06:35:17,119 - Train: 58.78% [735350/1251000] [587.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001111] [CE 4.342 (4.586)] [KD 4.717 (4.938)] +2024-10-13 06:35:24,534 - Train: 58.78% [735400/1251000] [587.8/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.001110] [CE 4.529 (4.580)] [KD 4.631 (4.933)] +2024-10-13 06:35:31,986 - Train: 58.79% [735450/1251000] [587.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.001110] [CE 4.739 (4.604)] [KD 5.094 (4.914)] +2024-10-13 06:35:39,419 - Train: 58.79% [735500/1251000] [587.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001110] [CE 4.396 (4.567)] [KD 5.055 (4.931)] +2024-10-13 06:35:46,998 - Train: 58.80% [735550/1251000] [588.0/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001110] [CE 4.694 (4.543)] [KD 5.213 (4.959)] +2024-10-13 06:35:58,268 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.109)] [top1_cnt 33717] [top5_cnt 43969] [top_all 50000] +2024-10-13 06:35:58,268 - net: 67.434 (87.938) +2024-10-13 06:36:04,216 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 36104] [top5_cnt 45380] [top_all 50000] +2024-10-13 06:36:04,217 - net_E: 72.208 (90.760) +2024-10-13 06:36:04,364 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.316 (epoch: 583)] +2024-10-13 06:36:04,364 - ==> Total time: 1 day, 8:48:55 Eta: 22:59:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 06:36:10,111 - Train: 58.80% [735600/1251000] [588.0/1000.0] [batch_t 0.149 (0.186)] [data_t 0.003] [optim_t 0.146] [lr 0.001110] [CE 4.929 (4.583)] [KD 5.332 (4.843)] +2024-10-13 06:36:17,899 - Train: 58.80% [735650/1251000] [588.0/1000.0] [batch_t 0.151 (0.156)] [data_t 0.006] [optim_t 0.145] [lr 0.001109] [CE 4.672 (4.584)] [KD 4.864 (4.914)] +2024-10-13 06:36:25,683 - Train: 58.81% [735700/1251000] [588.1/1000.0] [batch_t 0.153 (0.156)] [data_t 0.006] [optim_t 0.147] [lr 0.001109] [CE 4.555 (4.583)] [KD 4.764 (4.931)] +2024-10-13 06:36:33,228 - Train: 58.81% [735750/1251000] [588.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001109] [CE 4.971 (4.596)] [KD 5.001 (4.828)] +2024-10-13 06:36:40,943 - Train: 58.82% [735800/1251000] [588.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.008] [optim_t 0.142] [lr 0.001109] [CE 4.207 (4.476)] [KD 4.498 (4.856)] +2024-10-13 06:36:48,431 - Train: 58.82% [735850/1251000] [588.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.007] [optim_t 0.141] [lr 0.001109] [CE 4.985 (4.557)] [KD 5.298 (4.918)] +2024-10-13 06:36:55,876 - Train: 58.82% [735900/1251000] [588.2/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.151] [lr 0.001109] [CE 4.176 (4.663)] [KD 4.779 (4.916)] +2024-10-13 06:37:03,550 - Train: 58.83% [735950/1251000] [588.3/1000.0] [batch_t 0.164 (0.153)] [data_t 0.006] [optim_t 0.158] [lr 0.001108] [CE 4.781 (4.610)] [KD 4.894 (4.938)] +2024-10-13 06:37:11,184 - Train: 58.83% [736000/1251000] [588.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001108] [CE 4.783 (4.631)] [KD 4.965 (4.911)] +2024-10-13 06:37:18,766 - Train: 58.84% [736050/1251000] [588.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001108] [CE 4.719 (4.568)] [KD 5.071 (4.934)] +2024-10-13 06:37:26,386 - Train: 58.84% [736100/1251000] [588.4/1000.0] [batch_t 0.157 (0.152)] [data_t 0.007] [optim_t 0.150] [lr 0.001108] [CE 4.277 (4.701)] [KD 4.720 (5.003)] +2024-10-13 06:37:34,040 - Train: 58.84% [736150/1251000] [588.4/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.001108] [CE 4.626 (4.603)] [KD 4.866 (4.895)] +2024-10-13 06:37:41,632 - Train: 58.85% [736200/1251000] [588.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.001107] [CE 4.433 (4.641)] [KD 5.068 (4.972)] +2024-10-13 06:37:49,102 - Train: 58.85% [736250/1251000] [588.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.001107] [CE 4.661 (4.619)] [KD 4.767 (4.944)] +2024-10-13 06:37:56,530 - Train: 58.86% [736300/1251000] [588.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001107] [CE 4.856 (4.690)] [KD 4.813 (4.941)] +2024-10-13 06:38:04,111 - Train: 58.86% [736350/1251000] [588.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.001107] [CE 4.424 (4.604)] [KD 4.744 (4.887)] +2024-10-13 06:38:11,825 - Train: 58.86% [736400/1251000] [588.6/1000.0] [batch_t 0.144 (0.154)] [data_t 0.003] [optim_t 0.140] [lr 0.001107] [CE 4.429 (4.639)] [KD 4.602 (4.891)] +2024-10-13 06:38:19,484 - Train: 58.87% [736450/1251000] [588.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001107] [CE 5.056 (4.632)] [KD 5.117 (4.877)] +2024-10-13 06:38:26,931 - Train: 58.87% [736500/1251000] [588.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001106] [CE 4.833 (4.614)] [KD 4.942 (4.954)] +2024-10-13 06:38:34,600 - Train: 58.88% [736550/1251000] [588.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.001106] [CE 4.530 (4.667)] [KD 5.041 (4.939)] +2024-10-13 06:38:42,052 - Train: 58.88% [736600/1251000] [588.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.001106] [CE 4.416 (4.614)] [KD 4.799 (4.937)] +2024-10-13 06:38:49,836 - Train: 58.88% [736650/1251000] [588.8/1000.0] [batch_t 0.149 (0.156)] [data_t 0.007] [optim_t 0.142] [lr 0.001106] [CE 3.558 (4.621)] [KD 4.187 (4.989)] +2024-10-13 06:38:57,318 - Train: 58.89% [736700/1251000] [588.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001106] [CE 4.289 (4.580)] [KD 4.545 (4.993)] +2024-10-13 06:39:04,925 - Train: 58.89% [736750/1251000] [588.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001106] [CE 4.717 (4.675)] [KD 4.940 (4.982)] +2024-10-13 06:39:12,573 - Train: 58.90% [736800/1251000] [589.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001105] [CE 4.737 (4.613)] [KD 4.999 (4.923)] +2024-10-13 06:39:24,059 - Test (net): 100.00% [50/50] [batch_t 0.028 (0.107)] [top1_cnt 33228] [top5_cnt 43764] [top_all 50000] +2024-10-13 06:39:24,060 - net: 66.456 (87.528) +2024-10-13 06:39:29,871 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 36132] [top5_cnt 45409] [top_all 50000] +2024-10-13 06:39:29,872 - net_E: 72.264 (90.818) +2024-10-13 06:39:29,993 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.316 (epoch: 583)] +2024-10-13 06:39:29,993 - ==> Total time: 1 day, 8:52:21 Eta: 22:56:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 06:39:33,831 - Train: 58.90% [736850/1251000] [589.0/1000.0] [batch_t 0.147 (0.197)] [data_t 0.004] [optim_t 0.142] [lr 0.001105] [CE 4.667 (4.624)] [KD 5.036 (4.916)] +2024-10-13 06:39:41,222 - Train: 58.90% [736900/1251000] [589.0/1000.0] [batch_t 0.152 (0.148)] [data_t 0.003] [optim_t 0.149] [lr 0.001105] [CE 4.777 (4.594)] [KD 5.349 (4.855)] +2024-10-13 06:39:48,799 - Train: 58.91% [736950/1251000] [589.1/1000.0] [batch_t 0.143 (0.151)] [data_t 0.005] [optim_t 0.138] [lr 0.001105] [CE 4.574 (4.594)] [KD 4.829 (4.928)] +2024-10-13 06:39:56,456 - Train: 58.91% [737000/1251000] [589.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001105] [CE 5.263 (4.618)] [KD 5.495 (4.907)] +2024-10-13 06:40:03,896 - Train: 58.92% [737050/1251000] [589.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001104] [CE 4.474 (4.543)] [KD 5.035 (4.931)] +2024-10-13 06:40:11,728 - Train: 58.92% [737100/1251000] [589.2/1000.0] [batch_t 0.145 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.001104] [CE 4.331 (4.609)] [KD 4.571 (4.873)] +2024-10-13 06:40:19,212 - Train: 58.92% [737150/1251000] [589.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.001104] [CE 4.808 (4.648)] [KD 5.363 (4.954)] +2024-10-13 06:40:26,685 - Train: 58.93% [737200/1251000] [589.3/1000.0] [batch_t 0.152 (0.149)] [data_t 0.007] [optim_t 0.146] [lr 0.001104] [CE 4.643 (4.627)] [KD 5.114 (4.908)] +2024-10-13 06:40:34,378 - Train: 58.93% [737250/1251000] [589.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001104] [CE 4.116 (4.499)] [KD 4.952 (4.803)] +2024-10-13 06:40:41,945 - Train: 58.94% [737300/1251000] [589.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001104] [CE 4.715 (4.569)] [KD 5.035 (4.899)] +2024-10-13 06:40:49,424 - Train: 58.94% [737350/1251000] [589.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.001103] [CE 5.093 (4.598)] [KD 5.503 (4.912)] +2024-10-13 06:40:57,229 - Train: 58.94% [737400/1251000] [589.4/1000.0] [batch_t 0.161 (0.156)] [data_t 0.006] [optim_t 0.155] [lr 0.001103] [CE 4.625 (4.638)] [KD 4.852 (4.952)] +2024-10-13 06:41:04,724 - Train: 58.95% [737450/1251000] [589.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001103] [CE 4.554 (4.554)] [KD 5.030 (4.965)] +2024-10-13 06:41:12,494 - Train: 58.95% [737500/1251000] [589.5/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.001103] [CE 4.425 (4.620)] [KD 4.837 (4.940)] +2024-10-13 06:41:20,054 - Train: 58.96% [737550/1251000] [589.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.001103] [CE 4.836 (4.563)] [KD 4.860 (4.896)] +2024-10-13 06:41:27,563 - Train: 58.96% [737600/1251000] [589.6/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.001102] [CE 4.469 (4.523)] [KD 4.571 (4.824)] +2024-10-13 06:41:35,198 - Train: 58.96% [737650/1251000] [589.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.001102] [CE 4.859 (4.624)] [KD 4.917 (4.859)] +2024-10-13 06:41:42,824 - Train: 58.97% [737700/1251000] [589.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001102] [CE 4.698 (4.642)] [KD 5.095 (4.942)] +2024-10-13 06:41:50,219 - Train: 58.97% [737750/1251000] [589.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001102] [CE 4.315 (4.607)] [KD 4.641 (4.905)] +2024-10-13 06:41:57,888 - Train: 58.98% [737800/1251000] [589.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001102] [CE 4.800 (4.664)] [KD 5.069 (4.967)] +2024-10-13 06:42:05,520 - Train: 58.98% [737850/1251000] [589.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001102] [CE 4.750 (4.577)] [KD 4.829 (4.893)] +2024-10-13 06:42:13,026 - Train: 58.98% [737900/1251000] [589.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001101] [CE 4.102 (4.602)] [KD 4.603 (4.886)] +2024-10-13 06:42:20,793 - Train: 58.99% [737950/1251000] [589.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001101] [CE 4.466 (4.659)] [KD 5.063 (4.989)] +2024-10-13 06:42:28,410 - Train: 58.99% [738000/1251000] [589.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001101] [CE 4.601 (4.610)] [KD 5.000 (4.958)] +2024-10-13 06:42:35,882 - Train: 59.00% [738050/1251000] [590.0/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.001101] [CE 4.576 (4.499)] [KD 4.771 (4.878)] +2024-10-13 06:42:47,606 - Test (net): 100.00% [50/50] [batch_t 0.027 (0.100)] [top1_cnt 33397] [top5_cnt 43732] [top_all 50000] +2024-10-13 06:42:47,607 - net: 66.794 (87.464) +2024-10-13 06:42:53,351 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.103)] [top1_cnt 36162] [top5_cnt 45398] [top_all 50000] +2024-10-13 06:42:53,351 - net_E: 72.324 (90.796) +2024-10-13 06:42:53,492 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.324 (epoch: 590)] +2024-10-13 06:42:53,492 - ==> Total time: 1 day, 8:55:44 Eta: 22:52:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 06:42:58,744 - Train: 59.00% [738100/1251000] [590.0/1000.0] [batch_t 0.147 (0.193)] [data_t 0.003] [optim_t 0.144] [lr 0.001101] [CE 4.786 (4.575)] [KD 4.995 (4.914)] +2024-10-13 06:43:06,423 - Train: 59.00% [738150/1251000] [590.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001100] [CE 4.476 (4.604)] [KD 4.699 (4.972)] +2024-10-13 06:43:13,943 - Train: 59.01% [738200/1251000] [590.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001100] [CE 4.417 (4.650)] [KD 4.794 (4.928)] +2024-10-13 06:43:21,542 - Train: 59.01% [738250/1251000] [590.1/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.001100] [CE 4.844 (4.555)] [KD 4.676 (4.868)] +2024-10-13 06:43:29,085 - Train: 59.02% [738300/1251000] [590.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001100] [CE 4.760 (4.590)] [KD 4.985 (4.883)] +2024-10-13 06:43:36,936 - Train: 59.02% [738350/1251000] [590.2/1000.0] [batch_t 0.143 (0.157)] [data_t 0.004] [optim_t 0.140] [lr 0.001100] [CE 4.747 (4.557)] [KD 4.924 (4.888)] +2024-10-13 06:43:44,314 - Train: 59.02% [738400/1251000] [590.2/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.001100] [CE 4.632 (4.676)] [KD 4.921 (4.922)] +2024-10-13 06:43:51,714 - Train: 59.03% [738450/1251000] [590.3/1000.0] [batch_t 0.159 (0.148)] [data_t 0.004] [optim_t 0.155] [lr 0.001099] [CE 4.199 (4.516)] [KD 4.836 (4.828)] +2024-10-13 06:43:59,230 - Train: 59.03% [738500/1251000] [590.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001099] [CE 5.030 (4.648)] [KD 5.297 (4.967)] +2024-10-13 06:44:07,060 - Train: 59.04% [738550/1251000] [590.4/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.001099] [CE 4.596 (4.578)] [KD 4.924 (4.969)] +2024-10-13 06:44:14,464 - Train: 59.04% [738600/1251000] [590.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001099] [CE 4.658 (4.653)] [KD 4.846 (4.992)] +2024-10-13 06:44:21,973 - Train: 59.04% [738650/1251000] [590.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.001099] [CE 4.611 (4.488)] [KD 4.803 (4.881)] +2024-10-13 06:44:29,432 - Train: 59.05% [738700/1251000] [590.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.001099] [CE 4.436 (4.540)] [KD 4.771 (4.843)] +2024-10-13 06:44:36,898 - Train: 59.05% [738750/1251000] [590.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.001098] [CE 4.295 (4.618)] [KD 4.612 (4.941)] +2024-10-13 06:44:44,427 - Train: 59.06% [738800/1251000] [590.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.001098] [CE 4.909 (4.644)] [KD 5.073 (4.914)] +2024-10-13 06:44:51,820 - Train: 59.06% [738850/1251000] [590.6/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.001098] [CE 5.098 (4.630)] [KD 5.348 (5.001)] +2024-10-13 06:44:59,317 - Train: 59.06% [738900/1251000] [590.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.001098] [CE 3.834 (4.555)] [KD 4.652 (4.927)] +2024-10-13 06:45:07,003 - Train: 59.07% [738950/1251000] [590.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001098] [CE 4.741 (4.594)] [KD 4.947 (4.844)] +2024-10-13 06:45:14,642 - Train: 59.07% [739000/1251000] [590.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001097] [CE 5.009 (4.633)] [KD 5.068 (4.899)] +2024-10-13 06:45:22,126 - Train: 59.08% [739050/1251000] [590.8/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.001097] [CE 4.457 (4.578)] [KD 4.724 (4.893)] +2024-10-13 06:45:29,483 - Train: 59.08% [739100/1251000] [590.8/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.001097] [CE 4.528 (4.637)] [KD 5.310 (4.992)] +2024-10-13 06:45:36,972 - Train: 59.08% [739150/1251000] [590.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001097] [CE 4.290 (4.604)] [KD 4.846 (4.959)] +2024-10-13 06:45:44,600 - Train: 59.09% [739200/1251000] [590.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001097] [CE 4.363 (4.648)] [KD 4.924 (4.952)] +2024-10-13 06:45:52,003 - Train: 59.09% [739250/1251000] [590.9/1000.0] [batch_t 0.143 (0.148)] [data_t 0.004] [optim_t 0.139] [lr 0.001097] [CE 4.286 (4.568)] [KD 4.674 (4.968)] +2024-10-13 06:45:59,530 - Train: 59.10% [739300/1251000] [591.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001096] [CE 4.472 (4.608)] [KD 4.899 (4.920)] +2024-10-13 06:46:11,213 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 33619] [top5_cnt 43803] [top_all 50000] +2024-10-13 06:46:11,214 - net: 67.238 (87.606) +2024-10-13 06:46:17,170 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36155] [top5_cnt 45386] [top_all 50000] +2024-10-13 06:46:17,170 - net_E: 72.310 (90.772) +2024-10-13 06:46:17,337 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.324 (epoch: 590)] +2024-10-13 06:46:17,337 - ==> Total time: 1 day, 8:59:08 Eta: 22:49:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 06:46:20,640 - Train: 59.10% [739350/1251000] [591.0/1000.0] [batch_t 0.153 (0.198)] [data_t 0.004] [optim_t 0.149] [lr 0.001096] [CE 4.833 (4.760)] [KD 4.957 (4.934)] +2024-10-13 06:46:28,521 - Train: 59.10% [739400/1251000] [591.0/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.001096] [CE 4.311 (4.588)] [KD 5.107 (4.886)] +2024-10-13 06:46:35,969 - Train: 59.11% [739450/1251000] [591.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.001096] [CE 4.558 (4.562)] [KD 4.937 (4.894)] +2024-10-13 06:46:43,578 - Train: 59.11% [739500/1251000] [591.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.001096] [CE 4.413 (4.598)] [KD 5.084 (4.881)] +2024-10-13 06:46:51,176 - Train: 59.12% [739550/1251000] [591.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001095] [CE 4.680 (4.562)] [KD 4.801 (4.882)] +2024-10-13 06:46:58,767 - Train: 59.12% [739600/1251000] [591.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001095] [CE 4.326 (4.539)] [KD 4.449 (4.871)] +2024-10-13 06:47:06,355 - Train: 59.12% [739650/1251000] [591.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001095] [CE 5.033 (4.559)] [KD 5.153 (4.852)] +2024-10-13 06:47:14,037 - Train: 59.13% [739700/1251000] [591.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001095] [CE 4.524 (4.538)] [KD 4.796 (4.821)] +2024-10-13 06:47:21,772 - Train: 59.13% [739750/1251000] [591.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.001095] [CE 4.627 (4.551)] [KD 4.694 (4.885)] +2024-10-13 06:47:29,337 - Train: 59.14% [739800/1251000] [591.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001095] [CE 4.397 (4.561)] [KD 4.553 (4.879)] +2024-10-13 06:47:37,042 - Train: 59.14% [739850/1251000] [591.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001094] [CE 4.239 (4.592)] [KD 4.903 (4.887)] +2024-10-13 06:47:44,618 - Train: 59.14% [739900/1251000] [591.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001094] [CE 4.669 (4.582)] [KD 4.967 (4.909)] +2024-10-13 06:47:52,492 - Train: 59.15% [739950/1251000] [591.5/1000.0] [batch_t 0.146 (0.157)] [data_t 0.003] [optim_t 0.142] [lr 0.001094] [CE 4.488 (4.605)] [KD 4.728 (4.950)] +2024-10-13 06:48:00,082 - Train: 59.15% [740000/1251000] [591.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001094] [CE 4.677 (4.598)] [KD 4.973 (4.928)] +2024-10-13 06:48:07,674 - Train: 59.16% [740050/1251000] [591.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001094] [CE 4.626 (4.592)] [KD 4.855 (4.899)] +2024-10-13 06:48:15,281 - Train: 59.16% [740100/1251000] [591.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.001094] [CE 4.574 (4.565)] [KD 4.927 (4.932)] +2024-10-13 06:48:22,859 - Train: 59.16% [740150/1251000] [591.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001093] [CE 4.474 (4.505)] [KD 4.969 (4.895)] +2024-10-13 06:48:30,392 - Train: 59.17% [740200/1251000] [591.7/1000.0] [batch_t 0.161 (0.151)] [data_t 0.004] [optim_t 0.157] [lr 0.001093] [CE 4.338 (4.583)] [KD 5.231 (4.905)] +2024-10-13 06:48:37,942 - Train: 59.17% [740250/1251000] [591.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001093] [CE 4.562 (4.599)] [KD 5.079 (4.922)] +2024-10-13 06:48:45,407 - Train: 59.18% [740300/1251000] [591.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.001093] [CE 4.334 (4.545)] [KD 4.557 (4.860)] +2024-10-13 06:48:53,097 - Train: 59.18% [740350/1251000] [591.8/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.001093] [CE 4.577 (4.624)] [KD 4.633 (4.897)] +2024-10-13 06:49:00,813 - Train: 59.18% [740400/1251000] [591.8/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.001092] [CE 4.591 (4.589)] [KD 5.212 (4.859)] +2024-10-13 06:49:08,326 - Train: 59.19% [740450/1251000] [591.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001092] [CE 4.611 (4.597)] [KD 5.244 (4.928)] +2024-10-13 06:49:16,157 - Train: 59.19% [740500/1251000] [591.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001092] [CE 4.730 (4.697)] [KD 5.108 (5.006)] +2024-10-13 06:49:23,917 - Train: 59.20% [740550/1251000] [592.0/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001092] [CE 4.591 (4.646)] [KD 4.938 (4.970)] +2024-10-13 06:49:35,756 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 33182] [top5_cnt 43530] [top_all 50000] +2024-10-13 06:49:35,757 - net: 66.364 (87.060) +2024-10-13 06:49:41,659 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 36146] [top5_cnt 45374] [top_all 50000] +2024-10-13 06:49:41,660 - net_E: 72.292 (90.748) +2024-10-13 06:49:41,826 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.324 (epoch: 590)] +2024-10-13 06:49:41,826 - ==> Total time: 1 day, 9:02:32 Eta: 22:46:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 06:49:45,249 - Train: 59.20% [740600/1251000] [592.0/1000.0] [batch_t 0.149 (0.227)] [data_t 0.003] [optim_t 0.146] [lr 0.001092] [CE 4.414 (4.367)] [KD 4.966 (4.760)] +2024-10-13 06:49:52,797 - Train: 59.20% [740650/1251000] [592.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001092] [CE 4.790 (4.636)] [KD 5.012 (4.912)] +2024-10-13 06:50:00,244 - Train: 59.21% [740700/1251000] [592.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.001091] [CE 4.893 (4.654)] [KD 5.044 (4.872)] +2024-10-13 06:50:07,974 - Train: 59.21% [740750/1251000] [592.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001091] [CE 4.564 (4.594)] [KD 4.620 (4.841)] +2024-10-13 06:50:15,732 - Train: 59.22% [740800/1251000] [592.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.001091] [CE 4.531 (4.576)] [KD 4.997 (4.880)] +2024-10-13 06:50:23,175 - Train: 59.22% [740850/1251000] [592.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.001091] [CE 4.012 (4.530)] [KD 4.521 (4.913)] +2024-10-13 06:50:30,885 - Train: 59.22% [740900/1251000] [592.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001091] [CE 4.376 (4.580)] [KD 4.822 (4.907)] +2024-10-13 06:50:38,428 - Train: 59.23% [740950/1251000] [592.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001090] [CE 4.279 (4.549)] [KD 4.690 (4.887)] +2024-10-13 06:50:46,151 - Train: 59.23% [741000/1251000] [592.3/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.001090] [CE 4.432 (4.554)] [KD 4.908 (4.858)] +2024-10-13 06:50:53,714 - Train: 59.24% [741050/1251000] [592.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001090] [CE 4.172 (4.551)] [KD 4.605 (4.889)] +2024-10-13 06:51:01,156 - Train: 59.24% [741100/1251000] [592.4/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.001090] [CE 4.331 (4.594)] [KD 4.975 (4.930)] +2024-10-13 06:51:08,752 - Train: 59.24% [741150/1251000] [592.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001090] [CE 4.581 (4.614)] [KD 4.937 (4.910)] +2024-10-13 06:51:16,320 - Train: 59.25% [741200/1251000] [592.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001090] [CE 4.701 (4.599)] [KD 4.930 (4.978)] +2024-10-13 06:51:24,127 - Train: 59.25% [741250/1251000] [592.5/1000.0] [batch_t 0.145 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.001089] [CE 4.467 (4.538)] [KD 4.983 (4.927)] +2024-10-13 06:51:31,668 - Train: 59.26% [741300/1251000] [592.6/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.001089] [CE 4.821 (4.609)] [KD 5.086 (4.962)] +2024-10-13 06:51:39,386 - Train: 59.26% [741350/1251000] [592.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001089] [CE 4.396 (4.652)] [KD 4.753 (4.958)] +2024-10-13 06:51:46,837 - Train: 59.26% [741400/1251000] [592.6/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.001089] [CE 4.312 (4.659)] [KD 4.778 (4.952)] +2024-10-13 06:51:54,425 - Train: 59.27% [741450/1251000] [592.7/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001089] [CE 4.587 (4.590)] [KD 4.819 (4.929)] +2024-10-13 06:52:02,033 - Train: 59.27% [741500/1251000] [592.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.001089] [CE 4.878 (4.659)] [KD 5.090 (4.998)] +2024-10-13 06:52:09,521 - Train: 59.28% [741550/1251000] [592.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001088] [CE 4.097 (4.566)] [KD 4.407 (4.851)] +2024-10-13 06:52:17,211 - Train: 59.28% [741600/1251000] [592.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001088] [CE 4.129 (4.602)] [KD 4.533 (4.829)] +2024-10-13 06:52:24,903 - Train: 59.28% [741650/1251000] [592.8/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.001088] [CE 4.218 (4.510)] [KD 4.732 (4.765)] +2024-10-13 06:52:32,495 - Train: 59.29% [741700/1251000] [592.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001088] [CE 4.534 (4.588)] [KD 4.523 (4.898)] +2024-10-13 06:52:40,150 - Train: 59.29% [741750/1251000] [592.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001088] [CE 4.624 (4.647)] [KD 5.092 (4.925)] +2024-10-13 06:52:47,738 - Train: 59.30% [741800/1251000] [593.0/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001087] [CE 4.341 (4.609)] [KD 4.681 (4.895)] +2024-10-13 06:52:59,823 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 33736] [top5_cnt 43945] [top_all 50000] +2024-10-13 06:52:59,824 - net: 67.472 (87.890) +2024-10-13 06:53:05,613 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 36200] [top5_cnt 45393] [top_all 50000] +2024-10-13 06:53:05,614 - net_E: 72.400 (90.786) +2024-10-13 06:53:05,757 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.400 (epoch: 593)] +2024-10-13 06:53:05,758 - ==> Total time: 1 day, 9:05:56 Eta: 22:43:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 06:53:10,021 - Train: 59.30% [741850/1251000] [593.0/1000.0] [batch_t 0.147 (0.205)] [data_t 0.005] [optim_t 0.141] [lr 0.001087] [CE 4.644 (4.600)] [KD 4.844 (4.824)] +2024-10-13 06:53:17,567 - Train: 59.30% [741900/1251000] [593.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001087] [CE 4.934 (4.556)] [KD 4.901 (4.868)] +2024-10-13 06:53:25,270 - Train: 59.31% [741950/1251000] [593.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001087] [CE 4.824 (4.490)] [KD 4.865 (4.839)] +2024-10-13 06:53:32,718 - Train: 59.31% [742000/1251000] [593.1/1000.0] [batch_t 0.159 (0.149)] [data_t 0.005] [optim_t 0.154] [lr 0.001087] [CE 4.887 (4.552)] [KD 5.229 (4.883)] +2024-10-13 06:53:40,409 - Train: 59.32% [742050/1251000] [593.2/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.001087] [CE 4.489 (4.509)] [KD 4.806 (4.847)] +2024-10-13 06:53:48,236 - Train: 59.32% [742100/1251000] [593.2/1000.0] [batch_t 0.292 (0.156)] [data_t 0.005] [optim_t 0.287] [lr 0.001086] [CE 4.518 (4.585)] [KD 4.988 (4.938)] +2024-10-13 06:53:55,701 - Train: 59.32% [742150/1251000] [593.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001086] [CE 4.722 (4.588)] [KD 4.957 (4.922)] +2024-10-13 06:54:03,144 - Train: 59.33% [742200/1251000] [593.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.001086] [CE 4.296 (4.642)] [KD 4.718 (4.912)] +2024-10-13 06:54:10,685 - Train: 59.33% [742250/1251000] [593.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001086] [CE 4.889 (4.599)] [KD 5.348 (4.908)] +2024-10-13 06:54:18,171 - Train: 59.34% [742300/1251000] [593.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001086] [CE 4.194 (4.625)] [KD 4.876 (4.932)] +2024-10-13 06:54:25,655 - Train: 59.34% [742350/1251000] [593.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001085] [CE 4.908 (4.619)] [KD 4.923 (4.889)] +2024-10-13 06:54:33,049 - Train: 59.34% [742400/1251000] [593.4/1000.0] [batch_t 0.151 (0.148)] [data_t 0.003] [optim_t 0.148] [lr 0.001085] [CE 3.731 (4.646)] [KD 4.497 (4.915)] +2024-10-13 06:54:40,579 - Train: 59.35% [742450/1251000] [593.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001085] [CE 4.481 (4.541)] [KD 4.895 (4.839)] +2024-10-13 06:54:48,281 - Train: 59.35% [742500/1251000] [593.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.010] [optim_t 0.142] [lr 0.001085] [CE 4.028 (4.598)] [KD 4.931 (4.855)] +2024-10-13 06:54:55,796 - Train: 59.36% [742550/1251000] [593.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001085] [CE 4.723 (4.606)] [KD 5.293 (4.857)] +2024-10-13 06:55:03,193 - Train: 59.36% [742600/1251000] [593.6/1000.0] [batch_t 0.153 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.001085] [CE 5.033 (4.646)] [KD 5.197 (4.893)] +2024-10-13 06:55:10,690 - Train: 59.36% [742650/1251000] [593.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001084] [CE 4.262 (4.588)] [KD 5.048 (4.855)] +2024-10-13 06:55:18,245 - Train: 59.37% [742700/1251000] [593.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001084] [CE 4.690 (4.611)] [KD 4.890 (4.854)] +2024-10-13 06:55:25,735 - Train: 59.37% [742750/1251000] [593.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001084] [CE 4.519 (4.602)] [KD 4.762 (4.906)] +2024-10-13 06:55:33,484 - Train: 59.38% [742800/1251000] [593.8/1000.0] [batch_t 0.281 (0.155)] [data_t 0.004] [optim_t 0.277] [lr 0.001084] [CE 4.055 (4.694)] [KD 4.706 (4.947)] +2024-10-13 06:55:40,873 - Train: 59.38% [742850/1251000] [593.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001084] [CE 5.166 (4.651)] [KD 5.501 (4.915)] +2024-10-13 06:55:48,399 - Train: 59.38% [742900/1251000] [593.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001084] [CE 4.724 (4.538)] [KD 4.873 (4.856)] +2024-10-13 06:55:55,905 - Train: 59.39% [742950/1251000] [593.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001083] [CE 5.058 (4.518)] [KD 5.428 (4.893)] +2024-10-13 06:56:03,446 - Train: 59.39% [743000/1251000] [593.9/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.001083] [CE 4.933 (4.559)] [KD 5.059 (4.889)] +2024-10-13 06:56:10,963 - Train: 59.40% [743050/1251000] [594.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001083] [CE 4.514 (4.601)] [KD 4.706 (4.941)] +2024-10-13 06:56:23,060 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 33693] [top5_cnt 43930] [top_all 50000] +2024-10-13 06:56:23,060 - net: 67.386 (87.860) +2024-10-13 06:56:28,813 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 36198] [top5_cnt 45371] [top_all 50000] +2024-10-13 06:56:28,813 - net_E: 72.396 (90.742) +2024-10-13 06:56:29,046 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.400 (epoch: 593)] +2024-10-13 06:56:29,046 - ==> Total time: 1 day, 9:09:20 Eta: 22:39:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 06:56:32,485 - Train: 59.40% [743100/1251000] [594.0/1000.0] [batch_t 0.148 (0.225)] [data_t 0.006] [optim_t 0.141] [lr 0.001083] [CE 4.729 (4.557)] [KD 4.887 (4.843)] +2024-10-13 06:56:40,227 - Train: 59.40% [743150/1251000] [594.0/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.001083] [CE 4.533 (4.630)] [KD 5.007 (4.868)] +2024-10-13 06:56:47,754 - Train: 59.41% [743200/1251000] [594.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001082] [CE 4.682 (4.589)] [KD 4.766 (4.883)] +2024-10-13 06:56:55,356 - Train: 59.41% [743250/1251000] [594.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001082] [CE 4.400 (4.607)] [KD 4.925 (4.877)] +2024-10-13 06:57:03,134 - Train: 59.42% [743300/1251000] [594.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.001082] [CE 4.538 (4.512)] [KD 4.705 (4.820)] +2024-10-13 06:57:10,781 - Train: 59.42% [743350/1251000] [594.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.001082] [CE 4.852 (4.577)] [KD 4.918 (4.867)] +2024-10-13 06:57:18,402 - Train: 59.42% [743400/1251000] [594.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001082] [CE 4.534 (4.572)] [KD 4.725 (4.946)] +2024-10-13 06:57:26,028 - Train: 59.43% [743450/1251000] [594.3/1000.0] [batch_t 0.157 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.001082] [CE 4.098 (4.612)] [KD 4.814 (4.925)] +2024-10-13 06:57:33,455 - Train: 59.43% [743500/1251000] [594.3/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.001081] [CE 4.444 (4.671)] [KD 4.648 (4.951)] +2024-10-13 06:57:41,002 - Train: 59.44% [743550/1251000] [594.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001081] [CE 4.645 (4.527)] [KD 4.818 (4.898)] +2024-10-13 06:57:48,630 - Train: 59.44% [743600/1251000] [594.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001081] [CE 4.620 (4.536)] [KD 4.892 (4.842)] +2024-10-13 06:57:56,172 - Train: 59.44% [743650/1251000] [594.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001081] [CE 4.649 (4.575)] [KD 4.888 (4.871)] +2024-10-13 06:58:03,717 - Train: 59.45% [743700/1251000] [594.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001081] [CE 4.797 (4.652)] [KD 4.964 (4.913)] +2024-10-13 06:58:11,237 - Train: 59.45% [743750/1251000] [594.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001080] [CE 4.372 (4.554)] [KD 4.803 (4.912)] +2024-10-13 06:58:18,668 - Train: 59.46% [743800/1251000] [594.6/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.001080] [CE 4.465 (4.638)] [KD 4.827 (4.919)] +2024-10-13 06:58:26,356 - Train: 59.46% [743850/1251000] [594.6/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001080] [CE 3.902 (4.481)] [KD 4.587 (4.788)] +2024-10-13 06:58:33,857 - Train: 59.46% [743900/1251000] [594.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001080] [CE 4.266 (4.596)] [KD 4.714 (4.929)] +2024-10-13 06:58:41,497 - Train: 59.47% [743950/1251000] [594.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001080] [CE 4.560 (4.545)] [KD 4.836 (4.863)] +2024-10-13 06:58:49,036 - Train: 59.47% [744000/1251000] [594.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001080] [CE 4.110 (4.571)] [KD 4.833 (4.872)] +2024-10-13 06:58:56,447 - Train: 59.48% [744050/1251000] [594.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.001079] [CE 5.012 (4.616)] [KD 5.175 (4.878)] +2024-10-13 06:59:04,025 - Train: 59.48% [744100/1251000] [594.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001079] [CE 5.040 (4.623)] [KD 5.171 (4.927)] +2024-10-13 06:59:11,589 - Train: 59.48% [744150/1251000] [594.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001079] [CE 4.444 (4.636)] [KD 4.729 (4.909)] +2024-10-13 06:59:19,250 - Train: 59.49% [744200/1251000] [594.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001079] [CE 4.373 (4.626)] [KD 4.872 (4.913)] +2024-10-13 06:59:26,809 - Train: 59.49% [744250/1251000] [594.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.001079] [CE 4.574 (4.571)] [KD 5.080 (4.889)] +2024-10-13 06:59:34,371 - Train: 59.50% [744300/1251000] [595.0/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.001079] [CE 4.827 (4.618)] [KD 5.143 (4.920)] +2024-10-13 06:59:46,616 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 32165] [top5_cnt 42944] [top_all 50000] +2024-10-13 06:59:46,616 - net: 64.330 (85.888) +2024-10-13 06:59:52,438 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.101)] [top1_cnt 36197] [top5_cnt 45362] [top_all 50000] +2024-10-13 06:59:52,438 - net_E: 72.394 (90.724) +2024-10-13 06:59:52,735 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.400 (epoch: 593)] +2024-10-13 06:59:52,736 - ==> Total time: 1 day, 9:12:43 Eta: 22:36:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 06:59:55,674 - Train: 59.50% [744350/1251000] [595.0/1000.0] [batch_t 0.145 (0.219)] [data_t 0.003] [optim_t 0.141] [lr 0.001078] [CE 4.931 (4.695)] [KD 5.044 (4.946)] +2024-10-13 07:00:03,130 - Train: 59.50% [744400/1251000] [595.0/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001078] [CE 4.540 (4.612)] [KD 4.952 (4.905)] +2024-10-13 07:00:10,890 - Train: 59.51% [744450/1251000] [595.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001078] [CE 4.681 (4.577)] [KD 5.014 (4.853)] +2024-10-13 07:00:18,340 - Train: 59.51% [744500/1251000] [595.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001078] [CE 4.930 (4.665)] [KD 5.030 (4.907)] +2024-10-13 07:00:26,166 - Train: 59.52% [744550/1251000] [595.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.001078] [CE 3.802 (4.579)] [KD 4.756 (4.818)] +2024-10-13 07:00:33,728 - Train: 59.52% [744600/1251000] [595.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001077] [CE 4.745 (4.589)] [KD 5.045 (4.892)] +2024-10-13 07:00:41,255 - Train: 59.52% [744650/1251000] [595.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001077] [CE 4.656 (4.685)] [KD 4.790 (4.945)] +2024-10-13 07:00:48,785 - Train: 59.53% [744700/1251000] [595.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001077] [CE 4.789 (4.579)] [KD 4.906 (4.828)] +2024-10-13 07:00:56,180 - Train: 59.53% [744750/1251000] [595.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.001077] [CE 4.583 (4.553)] [KD 4.652 (4.800)] +2024-10-13 07:01:03,731 - Train: 59.54% [744800/1251000] [595.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.001077] [CE 4.772 (4.613)] [KD 5.040 (4.984)] +2024-10-13 07:01:11,379 - Train: 59.54% [744850/1251000] [595.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.001077] [CE 4.330 (4.657)] [KD 4.724 (4.950)] +2024-10-13 07:01:18,906 - Train: 59.54% [744900/1251000] [595.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001076] [CE 4.121 (4.534)] [KD 4.673 (4.879)] +2024-10-13 07:01:26,523 - Train: 59.55% [744950/1251000] [595.5/1000.0] [batch_t 0.157 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.001076] [CE 4.660 (4.624)] [KD 5.147 (4.892)] +2024-10-13 07:01:34,103 - Train: 59.55% [745000/1251000] [595.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001076] [CE 4.655 (4.541)] [KD 4.920 (4.834)] +2024-10-13 07:01:41,525 - Train: 59.56% [745050/1251000] [595.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001076] [CE 4.699 (4.610)] [KD 4.646 (4.884)] +2024-10-13 07:01:49,140 - Train: 59.56% [745100/1251000] [595.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.007] [optim_t 0.142] [lr 0.001076] [CE 4.917 (4.577)] [KD 5.108 (4.888)] +2024-10-13 07:01:56,775 - Train: 59.56% [745150/1251000] [595.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001075] [CE 5.033 (4.637)] [KD 5.151 (4.923)] +2024-10-13 07:02:04,320 - Train: 59.57% [745200/1251000] [595.7/1000.0] [batch_t 0.245 (0.151)] [data_t 0.003] [optim_t 0.242] [lr 0.001075] [CE 4.403 (4.602)] [KD 4.616 (4.957)] +2024-10-13 07:02:11,742 - Train: 59.57% [745250/1251000] [595.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.001075] [CE 4.870 (4.558)] [KD 4.737 (4.905)] +2024-10-13 07:02:19,308 - Train: 59.58% [745300/1251000] [595.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.001075] [CE 4.998 (4.613)] [KD 5.124 (4.904)] +2024-10-13 07:02:26,842 - Train: 59.58% [745350/1251000] [595.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001075] [CE 5.133 (4.626)] [KD 5.225 (4.948)] +2024-10-13 07:02:34,680 - Train: 59.58% [745400/1251000] [595.8/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.001075] [CE 4.576 (4.616)] [KD 4.999 (4.881)] +2024-10-13 07:02:42,352 - Train: 59.59% [745450/1251000] [595.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001074] [CE 4.362 (4.557)] [KD 4.836 (4.922)] +2024-10-13 07:02:49,924 - Train: 59.59% [745500/1251000] [595.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001074] [CE 5.012 (4.539)] [KD 5.300 (4.897)] +2024-10-13 07:02:57,524 - Train: 59.60% [745550/1251000] [596.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001074] [CE 4.872 (4.615)] [KD 4.954 (4.965)] +2024-10-13 07:03:09,963 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 33225] [top5_cnt 43588] [top_all 50000] +2024-10-13 07:03:09,963 - net: 66.450 (87.176) +2024-10-13 07:03:15,762 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 36218] [top5_cnt 45349] [top_all 50000] +2024-10-13 07:03:15,762 - net_E: 72.436 (90.698) +2024-10-13 07:03:15,934 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.436 (epoch: 596)] +2024-10-13 07:03:15,934 - ==> Total time: 1 day, 9:16:06 Eta: 22:33:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 07:03:19,309 - Train: 59.60% [745600/1251000] [596.0/1000.0] [batch_t 0.148 (0.257)] [data_t 0.003] [optim_t 0.145] [lr 0.001074] [CE 4.630 (4.807)] [KD 5.371 (5.168)] +2024-10-13 07:03:26,853 - Train: 59.60% [745650/1251000] [596.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001074] [CE 4.627 (4.614)] [KD 4.841 (4.841)] +2024-10-13 07:03:34,733 - Train: 59.61% [745700/1251000] [596.1/1000.0] [batch_t 0.154 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.001074] [CE 4.395 (4.542)] [KD 5.128 (4.931)] +2024-10-13 07:03:42,639 - Train: 59.61% [745750/1251000] [596.1/1000.0] [batch_t 0.155 (0.158)] [data_t 0.007] [optim_t 0.148] [lr 0.001073] [CE 4.618 (4.673)] [KD 4.789 (4.964)] +2024-10-13 07:03:50,711 - Train: 59.62% [745800/1251000] [596.2/1000.0] [batch_t 0.147 (0.161)] [data_t 0.003] [optim_t 0.144] [lr 0.001073] [CE 4.143 (4.604)] [KD 4.584 (4.894)] +2024-10-13 07:03:58,296 - Train: 59.62% [745850/1251000] [596.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.001073] [CE 4.464 (4.522)] [KD 4.881 (4.854)] +2024-10-13 07:04:05,880 - Train: 59.62% [745900/1251000] [596.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.006] [optim_t 0.146] [lr 0.001073] [CE 4.504 (4.571)] [KD 4.813 (4.837)] +2024-10-13 07:04:13,607 - Train: 59.63% [745950/1251000] [596.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.001073] [CE 4.326 (4.517)] [KD 4.708 (4.833)] +2024-10-13 07:04:21,160 - Train: 59.63% [746000/1251000] [596.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001072] [CE 4.946 (4.592)] [KD 5.218 (4.838)] +2024-10-13 07:04:28,795 - Train: 59.64% [746050/1251000] [596.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.001072] [CE 4.570 (4.598)] [KD 4.571 (4.813)] +2024-10-13 07:04:36,407 - Train: 59.64% [746100/1251000] [596.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.007] [optim_t 0.144] [lr 0.001072] [CE 4.440 (4.596)] [KD 4.866 (4.862)] +2024-10-13 07:04:44,024 - Train: 59.64% [746150/1251000] [596.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001072] [CE 4.216 (4.610)] [KD 5.022 (4.870)] +2024-10-13 07:04:51,912 - Train: 59.65% [746200/1251000] [596.5/1000.0] [batch_t 0.147 (0.158)] [data_t 0.003] [optim_t 0.144] [lr 0.001072] [CE 4.631 (4.589)] [KD 4.958 (4.888)] +2024-10-13 07:04:59,618 - Train: 59.65% [746250/1251000] [596.5/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001072] [CE 5.044 (4.560)] [KD 5.224 (4.829)] +2024-10-13 07:05:07,089 - Train: 59.66% [746300/1251000] [596.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001071] [CE 4.202 (4.609)] [KD 4.927 (4.957)] +2024-10-13 07:05:14,559 - Train: 59.66% [746350/1251000] [596.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.007] [optim_t 0.144] [lr 0.001071] [CE 4.549 (4.581)] [KD 4.776 (4.881)] +2024-10-13 07:05:22,020 - Train: 59.66% [746400/1251000] [596.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.001071] [CE 5.077 (4.578)] [KD 5.042 (4.905)] +2024-10-13 07:05:29,590 - Train: 59.67% [746450/1251000] [596.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001071] [CE 4.298 (4.619)] [KD 4.673 (4.895)] +2024-10-13 07:05:37,163 - Train: 59.67% [746500/1251000] [596.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001071] [CE 5.189 (4.619)] [KD 5.310 (4.930)] +2024-10-13 07:05:44,975 - Train: 59.68% [746550/1251000] [596.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.001071] [CE 4.268 (4.517)] [KD 4.462 (4.862)] +2024-10-13 07:05:52,562 - Train: 59.68% [746600/1251000] [596.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.001070] [CE 4.803 (4.595)] [KD 5.240 (4.915)] +2024-10-13 07:06:00,497 - Train: 59.68% [746650/1251000] [596.8/1000.0] [batch_t 0.153 (0.159)] [data_t 0.005] [optim_t 0.148] [lr 0.001070] [CE 4.475 (4.603)] [KD 4.738 (4.894)] +2024-10-13 07:06:08,035 - Train: 59.69% [746700/1251000] [596.9/1000.0] [batch_t 0.158 (0.151)] [data_t 0.004] [optim_t 0.154] [lr 0.001070] [CE 4.575 (4.622)] [KD 4.925 (4.941)] +2024-10-13 07:06:15,548 - Train: 59.69% [746750/1251000] [596.9/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.001070] [CE 4.509 (4.575)] [KD 4.932 (4.959)] +2024-10-13 07:06:23,251 - Train: 59.70% [746800/1251000] [597.0/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.001070] [CE 4.927 (4.567)] [KD 4.838 (4.859)] +2024-10-13 07:06:35,918 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 33642] [top5_cnt 43854] [top_all 50000] +2024-10-13 07:06:35,919 - net: 67.284 (87.708) +2024-10-13 07:06:41,766 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 36174] [top5_cnt 45351] [top_all 50000] +2024-10-13 07:06:41,767 - net_E: 72.348 (90.702) +2024-10-13 07:06:41,933 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.436 (epoch: 596)] +2024-10-13 07:06:41,933 - ==> Total time: 1 day, 9:19:32 Eta: 22:29:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 07:06:44,312 - Train: 59.70% [746850/1251000] [597.0/1000.0] [batch_t 0.147 (0.295)] [data_t 0.003] [optim_t 0.144] [lr 0.001069] [CE 4.944 (4.567)] [KD 5.201 (4.983)] +2024-10-13 07:06:51,924 - Train: 59.70% [746900/1251000] [597.0/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001069] [CE 4.209 (4.548)] [KD 4.668 (4.807)] +2024-10-13 07:06:59,899 - Train: 59.71% [746950/1251000] [597.1/1000.0] [batch_t 0.146 (0.159)] [data_t 0.005] [optim_t 0.141] [lr 0.001069] [CE 4.674 (4.589)] [KD 4.861 (4.844)] +2024-10-13 07:07:07,708 - Train: 59.71% [747000/1251000] [597.1/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.001069] [CE 4.412 (4.509)] [KD 4.957 (4.832)] +2024-10-13 07:07:15,291 - Train: 59.72% [747050/1251000] [597.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001069] [CE 4.418 (4.525)] [KD 4.644 (4.813)] +2024-10-13 07:07:22,741 - Train: 59.72% [747100/1251000] [597.2/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.001069] [CE 4.226 (4.529)] [KD 4.871 (4.896)] +2024-10-13 07:07:30,420 - Train: 59.72% [747150/1251000] [597.2/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001068] [CE 3.710 (4.613)] [KD 4.713 (4.897)] +2024-10-13 07:07:38,034 - Train: 59.73% [747200/1251000] [597.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001068] [CE 4.335 (4.562)] [KD 4.923 (4.802)] +2024-10-13 07:07:45,747 - Train: 59.73% [747250/1251000] [597.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001068] [CE 4.623 (4.620)] [KD 5.185 (4.963)] +2024-10-13 07:07:53,318 - Train: 59.74% [747300/1251000] [597.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001068] [CE 4.910 (4.498)] [KD 4.888 (4.815)] +2024-10-13 07:08:00,864 - Train: 59.74% [747350/1251000] [597.4/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001068] [CE 4.405 (4.500)] [KD 4.544 (4.818)] +2024-10-13 07:08:08,612 - Train: 59.74% [747400/1251000] [597.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.001067] [CE 4.682 (4.614)] [KD 5.087 (4.927)] +2024-10-13 07:08:16,233 - Train: 59.75% [747450/1251000] [597.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001067] [CE 4.288 (4.617)] [KD 4.512 (4.885)] +2024-10-13 07:08:23,984 - Train: 59.75% [747500/1251000] [597.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.001067] [CE 4.661 (4.609)] [KD 4.973 (4.916)] +2024-10-13 07:08:31,609 - Train: 59.76% [747550/1251000] [597.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001067] [CE 4.419 (4.567)] [KD 4.901 (4.857)] +2024-10-13 07:08:39,389 - Train: 59.76% [747600/1251000] [597.6/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.001067] [CE 4.822 (4.521)] [KD 4.937 (4.837)] +2024-10-13 07:08:46,896 - Train: 59.76% [747650/1251000] [597.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001067] [CE 4.988 (4.623)] [KD 5.027 (4.887)] +2024-10-13 07:08:54,348 - Train: 59.77% [747700/1251000] [597.7/1000.0] [batch_t 0.153 (0.149)] [data_t 0.006] [optim_t 0.146] [lr 0.001066] [CE 4.926 (4.597)] [KD 4.779 (4.859)] +2024-10-13 07:09:01,763 - Train: 59.77% [747750/1251000] [597.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.001066] [CE 4.734 (4.567)] [KD 5.218 (4.916)] +2024-10-13 07:09:09,815 - Train: 59.78% [747800/1251000] [597.8/1000.0] [batch_t 0.150 (0.161)] [data_t 0.003] [optim_t 0.147] [lr 0.001066] [CE 4.585 (4.645)] [KD 4.785 (4.844)] +2024-10-13 07:09:17,458 - Train: 59.78% [747850/1251000] [597.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001066] [CE 4.300 (4.575)] [KD 4.769 (4.821)] +2024-10-13 07:09:25,222 - Train: 59.78% [747900/1251000] [597.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.007] [optim_t 0.144] [lr 0.001066] [CE 4.131 (4.564)] [KD 4.808 (4.862)] +2024-10-13 07:09:32,981 - Train: 59.79% [747950/1251000] [597.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001066] [CE 4.778 (4.643)] [KD 4.869 (4.803)] +2024-10-13 07:09:40,692 - Train: 59.79% [748000/1251000] [597.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.001065] [CE 4.257 (4.493)] [KD 4.901 (4.822)] +2024-10-13 07:09:48,400 - Train: 59.80% [748050/1251000] [598.0/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.001065] [CE 4.756 (4.557)] [KD 4.945 (4.850)] +2024-10-13 07:10:01,160 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 33957] [top5_cnt 44138] [top_all 50000] +2024-10-13 07:10:01,160 - net: 67.914 (88.276) +2024-10-13 07:10:07,072 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 36137] [top5_cnt 45341] [top_all 50000] +2024-10-13 07:10:07,073 - net_E: 72.274 (90.682) +2024-10-13 07:10:07,236 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.436 (epoch: 596)] +2024-10-13 07:10:07,236 - ==> Total time: 1 day, 9:22:58 Eta: 22:26:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 07:10:09,631 - Train: 59.80% [748100/1251000] [598.0/1000.0] [batch_t 0.153 (0.383)] [data_t 0.003] [optim_t 0.150] [lr 0.001065] [CE 4.561 (4.562)] [KD 5.006 (4.825)] +2024-10-13 07:10:17,574 - Train: 59.80% [748150/1251000] [598.0/1000.0] [batch_t 0.283 (0.159)] [data_t 0.003] [optim_t 0.280] [lr 0.001065] [CE 4.223 (4.552)] [KD 4.746 (4.828)] +2024-10-13 07:10:25,046 - Train: 59.81% [748200/1251000] [598.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001065] [CE 4.258 (4.608)] [KD 4.600 (4.771)] +2024-10-13 07:10:32,500 - Train: 59.81% [748250/1251000] [598.1/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.001064] [CE 4.462 (4.527)] [KD 4.924 (4.796)] +2024-10-13 07:10:40,128 - Train: 59.82% [748300/1251000] [598.2/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.001064] [CE 4.698 (4.626)] [KD 4.616 (4.832)] +2024-10-13 07:10:47,824 - Train: 59.82% [748350/1251000] [598.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001064] [CE 4.704 (4.566)] [KD 5.027 (4.804)] +2024-10-13 07:10:55,394 - Train: 59.82% [748400/1251000] [598.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001064] [CE 4.310 (4.547)] [KD 4.490 (4.814)] +2024-10-13 07:11:03,246 - Train: 59.83% [748450/1251000] [598.3/1000.0] [batch_t 0.149 (0.157)] [data_t 0.006] [optim_t 0.143] [lr 0.001064] [CE 4.292 (4.525)] [KD 4.576 (4.886)] +2024-10-13 07:11:10,750 - Train: 59.83% [748500/1251000] [598.3/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.001064] [CE 5.029 (4.636)] [KD 5.218 (4.924)] +2024-10-13 07:11:18,352 - Train: 59.84% [748550/1251000] [598.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.001063] [CE 5.156 (4.587)] [KD 5.129 (4.873)] +2024-10-13 07:11:25,769 - Train: 59.84% [748600/1251000] [598.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.140] [lr 0.001063] [CE 4.292 (4.560)] [KD 4.773 (4.983)] +2024-10-13 07:11:33,322 - Train: 59.84% [748650/1251000] [598.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001063] [CE 4.319 (4.602)] [KD 4.826 (4.864)] +2024-10-13 07:11:40,995 - Train: 59.85% [748700/1251000] [598.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001063] [CE 4.496 (4.575)] [KD 5.088 (4.866)] +2024-10-13 07:11:48,702 - Train: 59.85% [748750/1251000] [598.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001063] [CE 4.551 (4.564)] [KD 4.702 (4.809)] +2024-10-13 07:11:56,363 - Train: 59.86% [748800/1251000] [598.6/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.001063] [CE 4.450 (4.516)] [KD 4.748 (4.839)] +2024-10-13 07:12:04,036 - Train: 59.86% [748850/1251000] [598.6/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.153] [lr 0.001062] [CE 4.750 (4.584)] [KD 4.923 (4.832)] +2024-10-13 07:12:11,605 - Train: 59.86% [748900/1251000] [598.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001062] [CE 4.649 (4.617)] [KD 5.183 (4.900)] +2024-10-13 07:12:19,080 - Train: 59.87% [748950/1251000] [598.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.001062] [CE 4.667 (4.562)] [KD 4.817 (4.932)] +2024-10-13 07:12:26,919 - Train: 59.87% [749000/1251000] [598.7/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.001062] [CE 4.726 (4.497)] [KD 4.835 (4.867)] +2024-10-13 07:12:34,446 - Train: 59.88% [749050/1251000] [598.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001062] [CE 4.341 (4.548)] [KD 4.886 (4.866)] +2024-10-13 07:12:41,914 - Train: 59.88% [749100/1251000] [598.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001061] [CE 4.490 (4.542)] [KD 4.898 (4.798)] +2024-10-13 07:12:49,439 - Train: 59.88% [749150/1251000] [598.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001061] [CE 4.552 (4.532)] [KD 4.822 (4.857)] +2024-10-13 07:12:56,864 - Train: 59.89% [749200/1251000] [598.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.001061] [CE 4.945 (4.574)] [KD 4.891 (4.858)] +2024-10-13 07:13:04,601 - Train: 59.89% [749250/1251000] [598.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001061] [CE 4.597 (4.508)] [KD 5.008 (4.877)] +2024-10-13 07:13:12,541 - Train: 59.90% [749300/1251000] [599.0/1000.0] [batch_t 0.149 (0.159)] [data_t 0.005] [optim_t 0.144] [lr 0.001061] [CE 4.716 (4.629)] [KD 4.986 (4.988)] +2024-10-13 07:13:25,479 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.106)] [top1_cnt 33545] [top5_cnt 43875] [top_all 50000] +2024-10-13 07:13:25,479 - net: 67.090 (87.750) +2024-10-13 07:13:31,291 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 36154] [top5_cnt 45343] [top_all 50000] +2024-10-13 07:13:31,292 - net_E: 72.308 (90.686) +2024-10-13 07:13:31,466 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.436 (epoch: 596)] +2024-10-13 07:13:31,466 - ==> Total time: 1 day, 9:26:22 Eta: 22:23:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 07:13:33,812 - Train: 59.90% [749350/1251000] [599.0/1000.0] [batch_t 0.768 (0.768)] [data_t 0.488] [optim_t 0.280] [lr 0.001061] [CE 4.374 (4.374)] [KD 4.582 (4.582)] +2024-10-13 07:13:41,411 - Train: 59.90% [749400/1251000] [599.0/1000.0] [batch_t 0.158 (0.152)] [data_t 0.004] [optim_t 0.154] [lr 0.001060] [CE 4.469 (4.625)] [KD 4.701 (4.839)] +2024-10-13 07:13:48,829 - Train: 59.91% [749450/1251000] [599.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001060] [CE 4.271 (4.588)] [KD 4.782 (4.911)] +2024-10-13 07:13:56,240 - Train: 59.91% [749500/1251000] [599.1/1000.0] [batch_t 0.158 (0.148)] [data_t 0.006] [optim_t 0.152] [lr 0.001060] [CE 4.410 (4.553)] [KD 4.710 (4.872)] +2024-10-13 07:14:03,896 - Train: 59.92% [749550/1251000] [599.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001060] [CE 4.451 (4.571)] [KD 4.819 (4.857)] +2024-10-13 07:14:11,422 - Train: 59.92% [749600/1251000] [599.2/1000.0] [batch_t 0.155 (0.150)] [data_t 0.005] [optim_t 0.150] [lr 0.001060] [CE 5.048 (4.619)] [KD 5.191 (4.846)] +2024-10-13 07:14:19,095 - Train: 59.92% [749650/1251000] [599.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001059] [CE 4.854 (4.593)] [KD 5.249 (4.925)] +2024-10-13 07:14:26,765 - Train: 59.93% [749700/1251000] [599.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001059] [CE 4.311 (4.510)] [KD 4.573 (4.850)] +2024-10-13 07:14:34,181 - Train: 59.93% [749750/1251000] [599.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.001059] [CE 5.000 (4.583)] [KD 5.130 (4.855)] +2024-10-13 07:14:41,569 - Train: 59.94% [749800/1251000] [599.4/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001059] [CE 3.934 (4.595)] [KD 4.546 (4.864)] +2024-10-13 07:14:49,225 - Train: 59.94% [749850/1251000] [599.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.001059] [CE 4.634 (4.585)] [KD 4.865 (4.859)] +2024-10-13 07:14:56,840 - Train: 59.94% [749900/1251000] [599.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001059] [CE 4.335 (4.603)] [KD 4.543 (4.840)] +2024-10-13 07:15:04,290 - Train: 59.95% [749950/1251000] [599.5/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.001058] [CE 4.635 (4.604)] [KD 4.885 (4.890)] +2024-10-13 07:15:11,886 - Train: 59.95% [750000/1251000] [599.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001058] [CE 4.396 (4.562)] [KD 4.900 (4.895)] +2024-10-13 07:15:19,403 - Train: 59.96% [750050/1251000] [599.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001058] [CE 5.067 (4.588)] [KD 5.118 (4.835)] +2024-10-13 07:15:27,038 - Train: 59.96% [750100/1251000] [599.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.001058] [CE 4.423 (4.576)] [KD 4.953 (4.872)] +2024-10-13 07:15:34,549 - Train: 59.96% [750150/1251000] [599.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.001058] [CE 4.939 (4.579)] [KD 5.305 (4.875)] +2024-10-13 07:15:42,179 - Train: 59.97% [750200/1251000] [599.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001058] [CE 4.829 (4.601)] [KD 5.065 (4.857)] +2024-10-13 07:15:49,722 - Train: 59.97% [750250/1251000] [599.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001057] [CE 4.454 (4.523)] [KD 4.788 (4.847)] +2024-10-13 07:15:57,123 - Train: 59.98% [750300/1251000] [599.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001057] [CE 4.585 (4.636)] [KD 4.973 (4.883)] +2024-10-13 07:16:04,520 - Train: 59.98% [750350/1251000] [599.8/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.001057] [CE 4.840 (4.558)] [KD 5.047 (4.816)] +2024-10-13 07:16:12,051 - Train: 59.98% [750400/1251000] [599.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.006] [optim_t 0.147] [lr 0.001057] [CE 4.796 (4.534)] [KD 5.104 (4.755)] +2024-10-13 07:16:19,774 - Train: 59.99% [750450/1251000] [599.9/1000.0] [batch_t 0.161 (0.154)] [data_t 0.006] [optim_t 0.155] [lr 0.001057] [CE 4.046 (4.500)] [KD 4.529 (4.838)] +2024-10-13 07:16:27,538 - Train: 59.99% [750500/1251000] [599.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001056] [CE 4.979 (4.578)] [KD 5.131 (4.907)] +2024-10-13 07:16:35,242 - Train: 60.00% [750550/1251000] [600.0/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001056] [CE 4.958 (4.503)] [KD 4.759 (4.878)] +2024-10-13 07:16:42,571 - Train: 60.00% [750600/1251000] [600.0/1000.0] [batch_t 0.141 (0.146)] [data_t 0.004] [optim_t 0.137] [lr 0.001056] [CE 4.248 (4.627)] [KD 4.750 (4.842)] +2024-10-13 07:16:48,257 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 33875] [top5_cnt 44031] [top_all 50000] +2024-10-13 07:16:48,257 - net: 67.750 (88.062) +2024-10-13 07:16:54,188 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 36152] [top5_cnt 45386] [top_all 50000] +2024-10-13 07:16:54,189 - net_E: 72.304 (90.772) +2024-10-13 07:16:54,357 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.436 (epoch: 596)] +2024-10-13 07:16:54,357 - ==> Total time: 1 day, 9:29:45 Eta: 22:19:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 07:17:04,812 - Train: 60.00% [750650/1251000] [600.0/1000.0] [batch_t 0.149 (0.162)] [data_t 0.003] [optim_t 0.146] [lr 0.001056] [CE 4.703 (4.574)] [KD 4.907 (4.827)] +2024-10-13 07:17:12,294 - Train: 60.01% [750700/1251000] [600.1/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001056] [CE 4.028 (4.581)] [KD 4.393 (4.801)] +2024-10-13 07:17:19,771 - Train: 60.01% [750750/1251000] [600.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.001056] [CE 4.570 (4.579)] [KD 4.624 (4.782)] +2024-10-13 07:17:27,594 - Train: 60.02% [750800/1251000] [600.2/1000.0] [batch_t 0.156 (0.156)] [data_t 0.006] [optim_t 0.150] [lr 0.001055] [CE 4.818 (4.581)] [KD 5.097 (4.868)] +2024-10-13 07:17:35,145 - Train: 60.02% [750850/1251000] [600.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001055] [CE 4.809 (4.524)] [KD 5.118 (4.851)] +2024-10-13 07:17:42,742 - Train: 60.02% [750900/1251000] [600.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001055] [CE 3.981 (4.544)] [KD 4.565 (4.866)] +2024-10-13 07:17:50,494 - Train: 60.03% [750950/1251000] [600.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001055] [CE 4.694 (4.562)] [KD 4.848 (4.839)] +2024-10-13 07:17:58,064 - Train: 60.03% [751000/1251000] [600.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.001055] [CE 4.161 (4.519)] [KD 4.656 (4.803)] +2024-10-13 07:18:05,703 - Train: 60.04% [751050/1251000] [600.4/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.001055] [CE 4.821 (4.614)] [KD 4.854 (4.925)] +2024-10-13 07:18:13,256 - Train: 60.04% [751100/1251000] [600.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001054] [CE 4.877 (4.542)] [KD 4.983 (4.844)] +2024-10-13 07:18:20,676 - Train: 60.04% [751150/1251000] [600.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.001054] [CE 4.429 (4.668)] [KD 4.690 (4.906)] +2024-10-13 07:18:28,246 - Train: 60.05% [751200/1251000] [600.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001054] [CE 4.717 (4.537)] [KD 4.815 (4.811)] +2024-10-13 07:18:35,822 - Train: 60.05% [751250/1251000] [600.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001054] [CE 4.638 (4.628)] [KD 4.911 (4.936)] +2024-10-13 07:18:43,445 - Train: 60.06% [751300/1251000] [600.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001054] [CE 4.591 (4.555)] [KD 4.776 (4.903)] +2024-10-13 07:18:51,166 - Train: 60.06% [751350/1251000] [600.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.001053] [CE 4.313 (4.564)] [KD 4.758 (4.817)] +2024-10-13 07:18:58,669 - Train: 60.06% [751400/1251000] [600.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001053] [CE 4.913 (4.617)] [KD 5.136 (4.792)] +2024-10-13 07:19:06,112 - Train: 60.07% [751450/1251000] [600.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001053] [CE 4.493 (4.547)] [KD 4.772 (4.886)] +2024-10-13 07:19:13,658 - Train: 60.07% [751500/1251000] [600.7/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.001053] [CE 4.042 (4.592)] [KD 4.561 (4.903)] +2024-10-13 07:19:21,179 - Train: 60.08% [751550/1251000] [600.8/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.001053] [CE 4.335 (4.595)] [KD 4.541 (4.892)] +2024-10-13 07:19:28,520 - Train: 60.08% [751600/1251000] [600.8/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.001053] [CE 4.631 (4.584)] [KD 4.942 (4.875)] +2024-10-13 07:19:36,218 - Train: 60.08% [751650/1251000] [600.8/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.001052] [CE 4.152 (4.563)] [KD 4.418 (4.877)] +2024-10-13 07:19:43,698 - Train: 60.09% [751700/1251000] [600.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001052] [CE 3.923 (4.589)] [KD 4.562 (4.891)] +2024-10-13 07:19:51,219 - Train: 60.09% [751750/1251000] [600.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001052] [CE 4.878 (4.604)] [KD 4.977 (4.850)] +2024-10-13 07:19:58,865 - Train: 60.10% [751800/1251000] [601.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001052] [CE 4.681 (4.589)] [KD 5.119 (4.921)] +2024-10-13 07:20:06,194 - Train: 60.10% [751850/1251000] [601.0/1000.0] [batch_t 0.139 (0.146)] [data_t 0.004] [optim_t 0.135] [lr 0.001052] [CE 4.049 (4.616)] [KD 4.455 (4.939)] +2024-10-13 07:20:12,098 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 33566] [top5_cnt 43862] [top_all 50000] +2024-10-13 07:20:12,099 - net: 67.132 (87.724) +2024-10-13 07:20:17,850 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.101)] [top1_cnt 36163] [top5_cnt 45393] [top_all 50000] +2024-10-13 07:20:17,850 - net_E: 72.326 (90.786) +2024-10-13 07:20:18,021 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.436 (epoch: 596)] +2024-10-13 07:20:18,022 - ==> Total time: 1 day, 9:33:09 Eta: 22:16:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 07:20:27,356 - Train: 60.10% [751900/1251000] [601.0/1000.0] [batch_t 0.295 (0.159)] [data_t 0.005] [optim_t 0.290] [lr 0.001052] [CE 4.674 (4.575)] [KD 5.024 (4.804)] +2024-10-13 07:20:34,934 - Train: 60.11% [751950/1251000] [601.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.007] [optim_t 0.143] [lr 0.001051] [CE 4.462 (4.565)] [KD 4.907 (4.810)] +2024-10-13 07:20:42,452 - Train: 60.11% [752000/1251000] [601.1/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.001051] [CE 4.294 (4.566)] [KD 4.618 (4.838)] +2024-10-13 07:20:50,002 - Train: 60.12% [752050/1251000] [601.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001051] [CE 4.308 (4.500)] [KD 4.686 (4.723)] +2024-10-13 07:20:57,660 - Train: 60.12% [752100/1251000] [601.2/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.001051] [CE 4.567 (4.616)] [KD 4.918 (4.887)] +2024-10-13 07:21:05,308 - Train: 60.12% [752150/1251000] [601.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001051] [CE 4.152 (4.579)] [KD 4.643 (4.856)] +2024-10-13 07:21:12,869 - Train: 60.13% [752200/1251000] [601.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001050] [CE 4.346 (4.579)] [KD 4.710 (4.791)] +2024-10-13 07:21:20,266 - Train: 60.13% [752250/1251000] [601.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.001050] [CE 4.469 (4.603)] [KD 4.849 (4.850)] +2024-10-13 07:21:27,808 - Train: 60.14% [752300/1251000] [601.4/1000.0] [batch_t 0.156 (0.151)] [data_t 0.006] [optim_t 0.150] [lr 0.001050] [CE 4.231 (4.571)] [KD 4.723 (4.859)] +2024-10-13 07:21:35,517 - Train: 60.14% [752350/1251000] [601.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001050] [CE 4.430 (4.592)] [KD 4.597 (4.905)] +2024-10-13 07:21:43,045 - Train: 60.14% [752400/1251000] [601.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.001050] [CE 4.317 (4.487)] [KD 4.677 (4.815)] +2024-10-13 07:21:50,428 - Train: 60.15% [752450/1251000] [601.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.001050] [CE 4.561 (4.568)] [KD 4.797 (4.851)] +2024-10-13 07:21:58,012 - Train: 60.15% [752500/1251000] [601.5/1000.0] [batch_t 0.143 (0.152)] [data_t 0.003] [optim_t 0.140] [lr 0.001049] [CE 4.437 (4.539)] [KD 4.636 (4.801)] +2024-10-13 07:22:05,609 - Train: 60.16% [752550/1251000] [601.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001049] [CE 4.296 (4.470)] [KD 4.535 (4.789)] +2024-10-13 07:22:13,417 - Train: 60.16% [752600/1251000] [601.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.007] [optim_t 0.142] [lr 0.001049] [CE 4.313 (4.660)] [KD 4.519 (4.943)] +2024-10-13 07:22:21,006 - Train: 60.16% [752650/1251000] [601.6/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.001049] [CE 4.297 (4.576)] [KD 4.859 (4.867)] +2024-10-13 07:22:28,420 - Train: 60.17% [752700/1251000] [601.7/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.001049] [CE 3.956 (4.585)] [KD 4.607 (4.877)] +2024-10-13 07:22:35,945 - Train: 60.17% [752750/1251000] [601.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001048] [CE 4.278 (4.651)] [KD 4.633 (4.927)] +2024-10-13 07:22:43,343 - Train: 60.18% [752800/1251000] [601.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.001048] [CE 4.680 (4.657)] [KD 4.723 (4.888)] +2024-10-13 07:22:50,996 - Train: 60.18% [752850/1251000] [601.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.001048] [CE 4.409 (4.626)] [KD 4.789 (4.915)] +2024-10-13 07:22:58,521 - Train: 60.18% [752900/1251000] [601.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001048] [CE 4.869 (4.604)] [KD 4.924 (4.909)] +2024-10-13 07:23:06,055 - Train: 60.19% [752950/1251000] [601.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001048] [CE 4.644 (4.597)] [KD 4.982 (4.890)] +2024-10-13 07:23:13,591 - Train: 60.19% [753000/1251000] [601.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.007] [optim_t 0.140] [lr 0.001048] [CE 4.726 (4.619)] [KD 4.896 (4.916)] +2024-10-13 07:23:21,088 - Train: 60.20% [753050/1251000] [602.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001047] [CE 4.440 (4.572)] [KD 4.839 (4.856)] +2024-10-13 07:23:28,560 - Train: 60.20% [753100/1251000] [602.0/1000.0] [batch_t 0.138 (0.149)] [data_t 0.004] [optim_t 0.134] [lr 0.001047] [CE 4.015 (4.570)] [KD 4.606 (4.920)] +2024-10-13 07:23:34,555 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 33766] [top5_cnt 44038] [top_all 50000] +2024-10-13 07:23:34,555 - net: 67.532 (88.076) +2024-10-13 07:23:40,357 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 36182] [top5_cnt 45390] [top_all 50000] +2024-10-13 07:23:40,358 - net_E: 72.364 (90.780) +2024-10-13 07:23:40,506 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.436 (epoch: 596)] +2024-10-13 07:23:40,506 - ==> Total time: 1 day, 9:36:31 Eta: 22:13:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 07:23:49,907 - Train: 60.20% [753150/1251000] [602.0/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.001047] [CE 4.449 (4.601)] [KD 4.837 (4.858)] +2024-10-13 07:23:57,517 - Train: 60.21% [753200/1251000] [602.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001047] [CE 4.501 (4.531)] [KD 4.723 (4.814)] +2024-10-13 07:24:05,335 - Train: 60.21% [753250/1251000] [602.1/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.001047] [CE 4.625 (4.538)] [KD 4.769 (4.854)] +2024-10-13 07:24:12,852 - Train: 60.22% [753300/1251000] [602.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.001047] [CE 4.664 (4.579)] [KD 4.947 (4.811)] +2024-10-13 07:24:20,518 - Train: 60.22% [753350/1251000] [602.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001046] [CE 4.248 (4.538)] [KD 4.781 (4.788)] +2024-10-13 07:24:28,055 - Train: 60.22% [753400/1251000] [602.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001046] [CE 3.729 (4.585)] [KD 4.339 (4.822)] +2024-10-13 07:24:35,685 - Train: 60.23% [753450/1251000] [602.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001046] [CE 4.192 (4.517)] [KD 4.724 (4.832)] +2024-10-13 07:24:43,531 - Train: 60.23% [753500/1251000] [602.3/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.001046] [CE 4.775 (4.545)] [KD 5.002 (4.867)] +2024-10-13 07:24:51,267 - Train: 60.24% [753550/1251000] [602.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001046] [CE 4.691 (4.538)] [KD 4.985 (4.895)] +2024-10-13 07:24:58,815 - Train: 60.24% [753600/1251000] [602.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001045] [CE 4.565 (4.525)] [KD 4.616 (4.768)] +2024-10-13 07:25:06,380 - Train: 60.24% [753650/1251000] [602.4/1000.0] [batch_t 0.142 (0.151)] [data_t 0.003] [optim_t 0.139] [lr 0.001045] [CE 4.550 (4.615)] [KD 4.789 (4.846)] +2024-10-13 07:25:13,753 - Train: 60.25% [753700/1251000] [602.5/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.001045] [CE 3.709 (4.616)] [KD 4.710 (4.872)] +2024-10-13 07:25:21,206 - Train: 60.25% [753750/1251000] [602.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.001045] [CE 4.714 (4.682)] [KD 4.611 (4.859)] +2024-10-13 07:25:28,953 - Train: 60.26% [753800/1251000] [602.6/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.001045] [CE 4.945 (4.583)] [KD 4.875 (4.878)] +2024-10-13 07:25:36,486 - Train: 60.26% [753850/1251000] [602.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001045] [CE 4.507 (4.577)] [KD 4.988 (4.889)] +2024-10-13 07:25:43,850 - Train: 60.26% [753900/1251000] [602.6/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.001044] [CE 4.286 (4.633)] [KD 4.686 (4.873)] +2024-10-13 07:25:51,522 - Train: 60.27% [753950/1251000] [602.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001044] [CE 4.907 (4.548)] [KD 4.967 (4.851)] +2024-10-13 07:25:58,970 - Train: 60.27% [754000/1251000] [602.7/1000.0] [batch_t 0.156 (0.149)] [data_t 0.005] [optim_t 0.151] [lr 0.001044] [CE 4.512 (4.546)] [KD 4.647 (4.857)] +2024-10-13 07:26:06,539 - Train: 60.28% [754050/1251000] [602.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001044] [CE 4.605 (4.528)] [KD 4.882 (4.860)] +2024-10-13 07:26:14,356 - Train: 60.28% [754100/1251000] [602.8/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.001044] [CE 4.603 (4.577)] [KD 4.609 (4.813)] +2024-10-13 07:26:21,769 - Train: 60.28% [754150/1251000] [602.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.001044] [CE 4.793 (4.605)] [KD 4.944 (4.837)] +2024-10-13 07:26:29,338 - Train: 60.29% [754200/1251000] [602.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001043] [CE 4.749 (4.535)] [KD 4.765 (4.819)] +2024-10-13 07:26:36,892 - Train: 60.29% [754250/1251000] [602.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001043] [CE 4.703 (4.585)] [KD 4.909 (4.851)] +2024-10-13 07:26:44,471 - Train: 60.30% [754300/1251000] [603.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001043] [CE 4.537 (4.607)] [KD 4.773 (4.833)] +2024-10-13 07:26:51,997 - Train: 60.30% [754350/1251000] [603.0/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.001043] [CE 4.863 (4.571)] [KD 4.923 (4.875)] +2024-10-13 07:26:58,083 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 32980] [top5_cnt 43422] [top_all 50000] +2024-10-13 07:26:58,084 - net: 65.960 (86.844) +2024-10-13 07:27:03,870 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.102)] [top1_cnt 36196] [top5_cnt 45410] [top_all 50000] +2024-10-13 07:27:03,870 - net_E: 72.392 (90.820) +2024-10-13 07:27:04,064 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.436 (epoch: 596)] +2024-10-13 07:27:04,064 - ==> Total time: 1 day, 9:39:55 Eta: 22:09:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 07:27:14,891 - Train: 60.30% [754400/1251000] [603.0/1000.0] [batch_t 0.148 (0.164)] [data_t 0.003] [optim_t 0.145] [lr 0.001043] [CE 4.506 (4.544)] [KD 4.678 (4.785)] +2024-10-13 07:27:22,504 - Train: 60.31% [754450/1251000] [603.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001042] [CE 4.610 (4.564)] [KD 4.989 (4.792)] +2024-10-13 07:27:30,105 - Train: 60.31% [754500/1251000] [603.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001042] [CE 4.700 (4.587)] [KD 5.162 (4.865)] +2024-10-13 07:27:37,722 - Train: 60.32% [754550/1251000] [603.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001042] [CE 4.554 (4.595)] [KD 4.502 (4.839)] +2024-10-13 07:27:45,235 - Train: 60.32% [754600/1251000] [603.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001042] [CE 4.596 (4.543)] [KD 4.724 (4.855)] +2024-10-13 07:27:52,961 - Train: 60.32% [754650/1251000] [603.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001042] [CE 5.020 (4.626)] [KD 5.123 (4.914)] +2024-10-13 07:28:00,654 - Train: 60.33% [754700/1251000] [603.3/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.001042] [CE 4.756 (4.613)] [KD 4.756 (4.845)] +2024-10-13 07:28:08,315 - Train: 60.33% [754750/1251000] [603.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.001041] [CE 4.166 (4.587)] [KD 4.856 (4.874)] +2024-10-13 07:28:16,116 - Train: 60.34% [754800/1251000] [603.4/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.001041] [CE 4.225 (4.586)] [KD 4.531 (4.903)] +2024-10-13 07:28:23,618 - Train: 60.34% [754850/1251000] [603.4/1000.0] [batch_t 0.172 (0.150)] [data_t 0.003] [optim_t 0.169] [lr 0.001041] [CE 4.548 (4.573)] [KD 4.962 (4.786)] +2024-10-13 07:28:31,223 - Train: 60.34% [754900/1251000] [603.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001041] [CE 4.406 (4.547)] [KD 4.734 (4.728)] +2024-10-13 07:28:38,921 - Train: 60.35% [754950/1251000] [603.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001041] [CE 4.221 (4.549)] [KD 4.775 (4.787)] +2024-10-13 07:28:46,508 - Train: 60.35% [755000/1251000] [603.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001041] [CE 4.166 (4.602)] [KD 4.553 (4.855)] +2024-10-13 07:28:54,046 - Train: 60.36% [755050/1251000] [603.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.001040] [CE 4.627 (4.593)] [KD 4.952 (4.792)] +2024-10-13 07:29:01,618 - Train: 60.36% [755100/1251000] [603.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001040] [CE 4.522 (4.576)] [KD 5.037 (4.877)] +2024-10-13 07:29:09,278 - Train: 60.36% [755150/1251000] [603.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001040] [CE 4.626 (4.625)] [KD 5.059 (4.954)] +2024-10-13 07:29:16,660 - Train: 60.37% [755200/1251000] [603.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.001040] [CE 4.916 (4.566)] [KD 5.025 (4.877)] +2024-10-13 07:29:24,263 - Train: 60.37% [755250/1251000] [603.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001040] [CE 4.466 (4.510)] [KD 4.859 (4.833)] +2024-10-13 07:29:31,776 - Train: 60.38% [755300/1251000] [603.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.001039] [CE 4.850 (4.640)] [KD 4.918 (4.866)] +2024-10-13 07:29:39,310 - Train: 60.38% [755350/1251000] [603.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001039] [CE 4.801 (4.533)] [KD 4.983 (4.813)] +2024-10-13 07:29:46,970 - Train: 60.38% [755400/1251000] [603.8/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.001039] [CE 4.791 (4.563)] [KD 4.921 (4.848)] +2024-10-13 07:29:54,391 - Train: 60.39% [755450/1251000] [603.9/1000.0] [batch_t 0.151 (0.148)] [data_t 0.007] [optim_t 0.144] [lr 0.001039] [CE 4.621 (4.551)] [KD 4.733 (4.807)] +2024-10-13 07:30:01,811 - Train: 60.39% [755500/1251000] [603.9/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.139] [lr 0.001039] [CE 4.370 (4.623)] [KD 4.658 (4.931)] +2024-10-13 07:30:09,532 - Train: 60.40% [755550/1251000] [604.0/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.001039] [CE 5.130 (4.586)] [KD 4.852 (4.846)] +2024-10-13 07:30:17,044 - Train: 60.40% [755600/1251000] [604.0/1000.0] [batch_t 0.139 (0.150)] [data_t 0.005] [optim_t 0.134] [lr 0.001038] [CE 4.824 (4.562)] [KD 5.211 (4.889)] +2024-10-13 07:30:23,209 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.103)] [top1_cnt 32178] [top5_cnt 42884] [top_all 50000] +2024-10-13 07:30:23,210 - net: 64.356 (85.768) +2024-10-13 07:30:28,982 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 36177] [top5_cnt 45429] [top_all 50000] +2024-10-13 07:30:28,982 - net_E: 72.354 (90.858) +2024-10-13 07:30:29,150 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.436 (epoch: 596)] +2024-10-13 07:30:29,151 - ==> Total time: 1 day, 9:43:20 Eta: 22:06:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 07:30:38,054 - Train: 60.40% [755650/1251000] [604.0/1000.0] [batch_t 0.147 (0.158)] [data_t 0.004] [optim_t 0.143] [lr 0.001038] [CE 4.606 (4.649)] [KD 4.944 (4.871)] +2024-10-13 07:30:45,616 - Train: 60.41% [755700/1251000] [604.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001038] [CE 4.225 (4.552)] [KD 4.865 (4.812)] +2024-10-13 07:30:53,432 - Train: 60.41% [755750/1251000] [604.1/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.001038] [CE 4.419 (4.531)] [KD 4.647 (4.844)] +2024-10-13 07:31:00,855 - Train: 60.42% [755800/1251000] [604.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001038] [CE 4.434 (4.531)] [KD 4.736 (4.804)] +2024-10-13 07:31:08,312 - Train: 60.42% [755850/1251000] [604.2/1000.0] [batch_t 0.162 (0.149)] [data_t 0.004] [optim_t 0.158] [lr 0.001038] [CE 4.502 (4.537)] [KD 4.914 (4.817)] +2024-10-13 07:31:15,787 - Train: 60.42% [755900/1251000] [604.2/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.001037] [CE 4.840 (4.496)] [KD 5.228 (4.793)] +2024-10-13 07:31:23,611 - Train: 60.43% [755950/1251000] [604.3/1000.0] [batch_t 0.145 (0.156)] [data_t 0.003] [optim_t 0.141] [lr 0.001037] [CE 4.546 (4.619)] [KD 5.085 (4.832)] +2024-10-13 07:31:31,290 - Train: 60.43% [756000/1251000] [604.3/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.001037] [CE 4.100 (4.509)] [KD 4.602 (4.820)] +2024-10-13 07:31:39,074 - Train: 60.44% [756050/1251000] [604.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.001037] [CE 4.923 (4.589)] [KD 5.012 (4.873)] +2024-10-13 07:31:46,753 - Train: 60.44% [756100/1251000] [604.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001037] [CE 4.175 (4.544)] [KD 4.547 (4.888)] +2024-10-13 07:31:54,217 - Train: 60.44% [756150/1251000] [604.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001036] [CE 4.660 (4.561)] [KD 4.909 (4.903)] +2024-10-13 07:32:01,918 - Train: 60.45% [756200/1251000] [604.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001036] [CE 4.599 (4.542)] [KD 4.818 (4.864)] +2024-10-13 07:32:09,482 - Train: 60.45% [756250/1251000] [604.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001036] [CE 4.552 (4.585)] [KD 4.735 (4.840)] +2024-10-13 07:32:17,141 - Train: 60.46% [756300/1251000] [604.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001036] [CE 4.959 (4.566)] [KD 4.951 (4.827)] +2024-10-13 07:32:24,845 - Train: 60.46% [756350/1251000] [604.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001036] [CE 4.590 (4.526)] [KD 4.863 (4.827)] +2024-10-13 07:32:32,616 - Train: 60.46% [756400/1251000] [604.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.001036] [CE 4.576 (4.575)] [KD 5.099 (4.883)] +2024-10-13 07:32:40,186 - Train: 60.47% [756450/1251000] [604.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001035] [CE 4.741 (4.605)] [KD 4.825 (4.853)] +2024-10-13 07:32:47,616 - Train: 60.47% [756500/1251000] [604.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.001035] [CE 4.650 (4.607)] [KD 4.859 (4.856)] +2024-10-13 07:32:55,201 - Train: 60.48% [756550/1251000] [604.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001035] [CE 4.609 (4.675)] [KD 4.865 (4.863)] +2024-10-13 07:33:03,122 - Train: 60.48% [756600/1251000] [604.8/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.001035] [CE 4.784 (4.580)] [KD 4.971 (4.795)] +2024-10-13 07:33:10,601 - Train: 60.48% [756650/1251000] [604.8/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.001035] [CE 4.424 (4.532)] [KD 4.760 (4.874)] +2024-10-13 07:33:18,045 - Train: 60.49% [756700/1251000] [604.9/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.151] [lr 0.001035] [CE 4.750 (4.619)] [KD 5.111 (4.917)] +2024-10-13 07:33:25,719 - Train: 60.49% [756750/1251000] [604.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001034] [CE 4.528 (4.587)] [KD 4.809 (4.904)] +2024-10-13 07:33:33,580 - Train: 60.50% [756800/1251000] [605.0/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.001034] [CE 4.998 (4.603)] [KD 5.065 (4.866)] +2024-10-13 07:33:40,972 - Train: 60.50% [756850/1251000] [605.0/1000.0] [batch_t 0.139 (0.148)] [data_t 0.003] [optim_t 0.136] [lr 0.001034] [CE 4.714 (4.566)] [KD 4.859 (4.861)] +2024-10-13 07:33:47,389 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 33886] [top5_cnt 44077] [top_all 50000] +2024-10-13 07:33:47,389 - net: 67.772 (88.154) +2024-10-13 07:33:53,178 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 36208] [top5_cnt 45408] [top_all 50000] +2024-10-13 07:33:53,178 - net_E: 72.416 (90.816) +2024-10-13 07:33:53,356 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.436 (epoch: 596)] +2024-10-13 07:33:53,357 - ==> Total time: 1 day, 9:46:44 Eta: 22:03:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 07:34:02,257 - Train: 60.50% [756900/1251000] [605.0/1000.0] [batch_t 0.149 (0.164)] [data_t 0.003] [optim_t 0.145] [lr 0.001034] [CE 4.705 (4.586)] [KD 4.616 (4.859)] +2024-10-13 07:34:09,913 - Train: 60.51% [756950/1251000] [605.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001034] [CE 4.111 (4.541)] [KD 4.381 (4.814)] +2024-10-13 07:34:17,542 - Train: 60.51% [757000/1251000] [605.1/1000.0] [batch_t 0.297 (0.152)] [data_t 0.005] [optim_t 0.291] [lr 0.001033] [CE 4.300 (4.554)] [KD 4.695 (4.810)] +2024-10-13 07:34:25,074 - Train: 60.52% [757050/1251000] [605.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001033] [CE 4.644 (4.568)] [KD 4.726 (4.801)] +2024-10-13 07:34:32,606 - Train: 60.52% [757100/1251000] [605.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001033] [CE 4.576 (4.600)] [KD 5.071 (4.826)] +2024-10-13 07:34:40,021 - Train: 60.52% [757150/1251000] [605.2/1000.0] [batch_t 0.152 (0.148)] [data_t 0.006] [optim_t 0.146] [lr 0.001033] [CE 4.755 (4.600)] [KD 4.859 (4.812)] +2024-10-13 07:34:47,590 - Train: 60.53% [757200/1251000] [605.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001033] [CE 4.519 (4.540)] [KD 4.930 (4.812)] +2024-10-13 07:34:55,206 - Train: 60.53% [757250/1251000] [605.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001033] [CE 4.669 (4.536)] [KD 4.546 (4.804)] +2024-10-13 07:35:02,913 - Train: 60.54% [757300/1251000] [605.4/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.001032] [CE 4.671 (4.528)] [KD 4.412 (4.791)] +2024-10-13 07:35:10,542 - Train: 60.54% [757350/1251000] [605.4/1000.0] [batch_t 0.158 (0.152)] [data_t 0.004] [optim_t 0.154] [lr 0.001032] [CE 4.429 (4.537)] [KD 4.859 (4.827)] +2024-10-13 07:35:18,132 - Train: 60.54% [757400/1251000] [605.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001032] [CE 4.510 (4.582)] [KD 4.736 (4.838)] +2024-10-13 07:35:25,798 - Train: 60.55% [757450/1251000] [605.5/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.001032] [CE 4.395 (4.554)] [KD 4.741 (4.843)] +2024-10-13 07:35:33,211 - Train: 60.55% [757500/1251000] [605.5/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.001032] [CE 4.186 (4.631)] [KD 4.741 (4.850)] +2024-10-13 07:35:40,644 - Train: 60.56% [757550/1251000] [605.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.001032] [CE 3.948 (4.579)] [KD 4.619 (4.803)] +2024-10-13 07:35:48,277 - Train: 60.56% [757600/1251000] [605.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.001031] [CE 4.483 (4.603)] [KD 4.794 (4.893)] +2024-10-13 07:35:55,799 - Train: 60.56% [757650/1251000] [605.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.001031] [CE 4.230 (4.584)] [KD 4.573 (4.872)] +2024-10-13 07:36:03,245 - Train: 60.57% [757700/1251000] [605.7/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.001031] [CE 4.400 (4.663)] [KD 4.972 (4.890)] +2024-10-13 07:36:11,115 - Train: 60.57% [757750/1251000] [605.7/1000.0] [batch_t 0.146 (0.157)] [data_t 0.003] [optim_t 0.143] [lr 0.001031] [CE 4.616 (4.502)] [KD 4.960 (4.836)] +2024-10-13 07:36:18,725 - Train: 60.58% [757800/1251000] [605.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001031] [CE 4.404 (4.559)] [KD 4.861 (4.817)] +2024-10-13 07:36:26,190 - Train: 60.58% [757850/1251000] [605.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.001030] [CE 4.511 (4.646)] [KD 4.737 (4.911)] +2024-10-13 07:36:33,950 - Train: 60.58% [757900/1251000] [605.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001030] [CE 4.827 (4.642)] [KD 4.719 (4.918)] +2024-10-13 07:36:41,451 - Train: 60.59% [757950/1251000] [605.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001030] [CE 4.524 (4.624)] [KD 4.688 (4.918)] +2024-10-13 07:36:48,904 - Train: 60.59% [758000/1251000] [605.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.001030] [CE 4.415 (4.497)] [KD 4.794 (4.848)] +2024-10-13 07:36:56,645 - Train: 60.60% [758050/1251000] [606.0/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.001030] [CE 4.306 (4.529)] [KD 4.531 (4.833)] +2024-10-13 07:37:04,150 - Train: 60.60% [758100/1251000] [606.0/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.001030] [CE 4.900 (4.586)] [KD 5.119 (4.848)] +2024-10-13 07:37:11,104 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.111)] [top1_cnt 33684] [top5_cnt 43964] [top_all 50000] +2024-10-13 07:37:11,105 - net: 67.368 (87.928) +2024-10-13 07:37:16,904 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 36255] [top5_cnt 45435] [top_all 50000] +2024-10-13 07:37:16,904 - net_E: 72.510 (90.870) +2024-10-13 07:37:17,094 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.510 (epoch: 606)] +2024-10-13 07:37:17,094 - ==> Total time: 1 day, 9:50:08 Eta: 21:59:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 07:37:27,236 - Train: 60.60% [758150/1251000] [606.0/1000.0] [batch_t 0.149 (0.165)] [data_t 0.007] [optim_t 0.142] [lr 0.001029] [CE 4.525 (4.551)] [KD 4.348 (4.762)] +2024-10-13 07:37:34,688 - Train: 60.61% [758200/1251000] [606.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001029] [CE 4.686 (4.591)] [KD 4.834 (4.796)] +2024-10-13 07:37:42,266 - Train: 60.61% [758250/1251000] [606.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001029] [CE 4.776 (4.593)] [KD 4.941 (4.845)] +2024-10-13 07:37:50,059 - Train: 60.62% [758300/1251000] [606.2/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.001029] [CE 4.413 (4.570)] [KD 4.796 (4.817)] +2024-10-13 07:37:57,529 - Train: 60.62% [758350/1251000] [606.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.001029] [CE 4.624 (4.553)] [KD 4.490 (4.814)] +2024-10-13 07:38:05,130 - Train: 60.62% [758400/1251000] [606.2/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.001029] [CE 4.529 (4.573)] [KD 4.535 (4.844)] +2024-10-13 07:38:12,797 - Train: 60.63% [758450/1251000] [606.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.001028] [CE 5.152 (4.563)] [KD 5.167 (4.871)] +2024-10-13 07:38:20,340 - Train: 60.63% [758500/1251000] [606.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001028] [CE 4.438 (4.548)] [KD 5.064 (4.854)] +2024-10-13 07:38:27,887 - Train: 60.64% [758550/1251000] [606.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.001028] [CE 4.890 (4.589)] [KD 4.967 (4.799)] +2024-10-13 07:38:35,539 - Train: 60.64% [758600/1251000] [606.4/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.001028] [CE 4.695 (4.646)] [KD 4.894 (4.865)] +2024-10-13 07:38:43,123 - Train: 60.64% [758650/1251000] [606.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001028] [CE 4.235 (4.678)] [KD 4.669 (4.850)] +2024-10-13 07:38:50,749 - Train: 60.65% [758700/1251000] [606.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.001027] [CE 4.265 (4.590)] [KD 4.505 (4.801)] +2024-10-13 07:38:58,483 - Train: 60.65% [758750/1251000] [606.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001027] [CE 4.042 (4.570)] [KD 4.685 (4.822)] +2024-10-13 07:39:05,966 - Train: 60.66% [758800/1251000] [606.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001027] [CE 4.621 (4.544)] [KD 4.776 (4.802)] +2024-10-13 07:39:13,592 - Train: 60.66% [758850/1251000] [606.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001027] [CE 4.432 (4.502)] [KD 4.819 (4.765)] +2024-10-13 07:39:21,535 - Train: 60.66% [758900/1251000] [606.6/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.001027] [CE 4.603 (4.583)] [KD 4.797 (4.831)] +2024-10-13 07:39:29,140 - Train: 60.67% [758950/1251000] [606.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001027] [CE 4.382 (4.475)] [KD 4.581 (4.749)] +2024-10-13 07:39:36,913 - Train: 60.67% [759000/1251000] [606.7/1000.0] [batch_t 0.157 (0.155)] [data_t 0.005] [optim_t 0.152] [lr 0.001026] [CE 4.048 (4.581)] [KD 4.421 (4.784)] +2024-10-13 07:39:44,451 - Train: 60.68% [759050/1251000] [606.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001026] [CE 4.187 (4.596)] [KD 4.816 (4.906)] +2024-10-13 07:39:52,044 - Train: 60.68% [759100/1251000] [606.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.001026] [CE 4.251 (4.558)] [KD 4.513 (4.876)] +2024-10-13 07:39:59,684 - Train: 60.68% [759150/1251000] [606.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001026] [CE 4.863 (4.626)] [KD 4.951 (4.878)] +2024-10-13 07:40:07,157 - Train: 60.69% [759200/1251000] [606.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.001026] [CE 4.605 (4.589)] [KD 4.634 (4.821)] +2024-10-13 07:40:14,817 - Train: 60.69% [759250/1251000] [606.9/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.001026] [CE 4.999 (4.632)] [KD 4.975 (4.870)] +2024-10-13 07:40:22,542 - Train: 60.70% [759300/1251000] [607.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001025] [CE 4.488 (4.568)] [KD 5.171 (4.840)] +2024-10-13 07:40:30,156 - Train: 60.70% [759350/1251000] [607.0/1000.0] [batch_t 0.139 (0.152)] [data_t 0.005] [optim_t 0.135] [lr 0.001025] [CE 4.297 (4.675)] [KD 4.698 (4.842)] +2024-10-13 07:40:36,767 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 33561] [top5_cnt 43865] [top_all 50000] +2024-10-13 07:40:36,767 - net: 67.122 (87.730) +2024-10-13 07:40:42,798 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 36287] [top5_cnt 45424] [top_all 50000] +2024-10-13 07:40:42,799 - net_E: 72.574 (90.848) +2024-10-13 07:40:42,957 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.574 (epoch: 607)] +2024-10-13 07:40:42,958 - ==> Total time: 1 day, 9:53:34 Eta: 21:56:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 07:40:52,441 - Train: 60.70% [759400/1251000] [607.0/1000.0] [batch_t 0.149 (0.162)] [data_t 0.004] [optim_t 0.144] [lr 0.001025] [CE 4.723 (4.572)] [KD 4.876 (4.833)] +2024-10-13 07:41:00,152 - Train: 60.71% [759450/1251000] [607.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.001025] [CE 5.069 (4.610)] [KD 4.881 (4.849)] +2024-10-13 07:41:07,812 - Train: 60.71% [759500/1251000] [607.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.001025] [CE 4.235 (4.620)] [KD 4.658 (4.835)] +2024-10-13 07:41:15,270 - Train: 60.72% [759550/1251000] [607.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.001024] [CE 4.588 (4.519)] [KD 4.746 (4.774)] +2024-10-13 07:41:23,020 - Train: 60.72% [759600/1251000] [607.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001024] [CE 4.452 (4.637)] [KD 4.935 (4.917)] +2024-10-13 07:41:30,634 - Train: 60.72% [759650/1251000] [607.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001024] [CE 4.786 (4.622)] [KD 4.808 (4.847)] +2024-10-13 07:41:38,145 - Train: 60.73% [759700/1251000] [607.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001024] [CE 4.414 (4.537)] [KD 4.948 (4.816)] +2024-10-13 07:41:45,735 - Train: 60.73% [759750/1251000] [607.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001024] [CE 5.005 (4.607)] [KD 5.192 (4.806)] +2024-10-13 07:41:53,175 - Train: 60.74% [759800/1251000] [607.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.001024] [CE 4.288 (4.568)] [KD 4.810 (4.872)] +2024-10-13 07:42:00,899 - Train: 60.74% [759850/1251000] [607.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001023] [CE 4.266 (4.545)] [KD 4.749 (4.826)] +2024-10-13 07:42:08,723 - Train: 60.74% [759900/1251000] [607.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.001023] [CE 4.846 (4.610)] [KD 5.088 (4.854)] +2024-10-13 07:42:16,173 - Train: 60.75% [759950/1251000] [607.5/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.001023] [CE 3.979 (4.558)] [KD 5.036 (4.829)] +2024-10-13 07:42:23,801 - Train: 60.75% [760000/1251000] [607.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.001023] [CE 4.209 (4.640)] [KD 4.623 (4.879)] +2024-10-13 07:42:31,428 - Train: 60.76% [760050/1251000] [607.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001023] [CE 4.698 (4.534)] [KD 5.020 (4.884)] +2024-10-13 07:42:39,133 - Train: 60.76% [760100/1251000] [607.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001023] [CE 4.684 (4.595)] [KD 4.996 (4.890)] +2024-10-13 07:42:46,610 - Train: 60.76% [760150/1251000] [607.6/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.001022] [CE 4.525 (4.602)] [KD 4.985 (4.871)] +2024-10-13 07:42:54,170 - Train: 60.77% [760200/1251000] [607.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001022] [CE 4.717 (4.511)] [KD 5.115 (4.796)] +2024-10-13 07:43:01,609 - Train: 60.77% [760250/1251000] [607.7/1000.0] [batch_t 0.159 (0.149)] [data_t 0.005] [optim_t 0.155] [lr 0.001022] [CE 4.338 (4.529)] [KD 4.562 (4.807)] +2024-10-13 07:43:09,367 - Train: 60.78% [760300/1251000] [607.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.001022] [CE 4.655 (4.551)] [KD 5.155 (4.858)] +2024-10-13 07:43:17,215 - Train: 60.78% [760350/1251000] [607.8/1000.0] [batch_t 0.150 (0.157)] [data_t 0.006] [optim_t 0.144] [lr 0.001022] [CE 4.048 (4.505)] [KD 4.699 (4.785)] +2024-10-13 07:43:24,744 - Train: 60.78% [760400/1251000] [607.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.001021] [CE 4.528 (4.494)] [KD 4.898 (4.831)] +2024-10-13 07:43:32,649 - Train: 60.79% [760450/1251000] [607.9/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.001021] [CE 4.791 (4.567)] [KD 4.867 (4.890)] +2024-10-13 07:43:40,296 - Train: 60.79% [760500/1251000] [607.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.001021] [CE 4.342 (4.554)] [KD 4.682 (4.870)] +2024-10-13 07:43:47,860 - Train: 60.80% [760550/1251000] [608.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001021] [CE 4.637 (4.524)] [KD 5.013 (4.872)] +2024-10-13 07:43:55,302 - Train: 60.80% [760600/1251000] [608.0/1000.0] [batch_t 0.139 (0.149)] [data_t 0.003] [optim_t 0.136] [lr 0.001021] [CE 4.491 (4.532)] [KD 4.777 (4.842)] +2024-10-13 07:44:02,119 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 33993] [top5_cnt 44119] [top_all 50000] +2024-10-13 07:44:02,120 - net: 67.986 (88.238) +2024-10-13 07:44:07,984 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 36277] [top5_cnt 45445] [top_all 50000] +2024-10-13 07:44:07,984 - net_E: 72.554 (90.890) +2024-10-13 07:44:08,132 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.574 (epoch: 607)] +2024-10-13 07:44:08,133 - ==> Total time: 1 day, 9:56:59 Eta: 21:53:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 07:44:16,359 - Train: 60.80% [760650/1251000] [608.0/1000.0] [batch_t 0.150 (0.165)] [data_t 0.005] [optim_t 0.146] [lr 0.001021] [CE 4.978 (4.590)] [KD 5.032 (4.805)] +2024-10-13 07:44:24,108 - Train: 60.81% [760700/1251000] [608.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.001020] [CE 4.406 (4.530)] [KD 4.780 (4.842)] +2024-10-13 07:44:31,789 - Train: 60.81% [760750/1251000] [608.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.001020] [CE 4.159 (4.513)] [KD 4.562 (4.793)] +2024-10-13 07:44:39,381 - Train: 60.82% [760800/1251000] [608.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001020] [CE 4.707 (4.575)] [KD 4.444 (4.822)] +2024-10-13 07:44:46,787 - Train: 60.82% [760850/1251000] [608.2/1000.0] [batch_t 0.143 (0.148)] [data_t 0.003] [optim_t 0.140] [lr 0.001020] [CE 4.657 (4.551)] [KD 4.884 (4.801)] +2024-10-13 07:44:54,515 - Train: 60.82% [760900/1251000] [608.2/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.001020] [CE 4.166 (4.559)] [KD 4.484 (4.798)] +2024-10-13 07:45:02,110 - Train: 60.83% [760950/1251000] [608.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.001020] [CE 4.058 (4.612)] [KD 4.351 (4.752)] +2024-10-13 07:45:09,681 - Train: 60.83% [761000/1251000] [608.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001019] [CE 5.073 (4.586)] [KD 5.019 (4.756)] +2024-10-13 07:45:17,440 - Train: 60.84% [761050/1251000] [608.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.001019] [CE 4.361 (4.599)] [KD 4.696 (4.779)] +2024-10-13 07:45:24,934 - Train: 60.84% [761100/1251000] [608.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001019] [CE 4.484 (4.599)] [KD 4.811 (4.774)] +2024-10-13 07:45:32,466 - Train: 60.84% [761150/1251000] [608.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001019] [CE 4.737 (4.649)] [KD 4.968 (4.844)] +2024-10-13 07:45:40,168 - Train: 60.85% [761200/1251000] [608.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001019] [CE 4.700 (4.535)] [KD 4.995 (4.807)] +2024-10-13 07:45:47,765 - Train: 60.85% [761250/1251000] [608.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001019] [CE 4.756 (4.505)] [KD 4.602 (4.765)] +2024-10-13 07:45:55,490 - Train: 60.86% [761300/1251000] [608.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001018] [CE 4.460 (4.559)] [KD 4.776 (4.812)] +2024-10-13 07:46:02,948 - Train: 60.86% [761350/1251000] [608.6/1000.0] [batch_t 0.159 (0.149)] [data_t 0.005] [optim_t 0.154] [lr 0.001018] [CE 4.282 (4.554)] [KD 4.941 (4.788)] +2024-10-13 07:46:10,510 - Train: 60.86% [761400/1251000] [608.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001018] [CE 4.514 (4.624)] [KD 4.849 (4.788)] +2024-10-13 07:46:18,131 - Train: 60.87% [761450/1251000] [608.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.001018] [CE 4.887 (4.584)] [KD 5.106 (4.821)] +2024-10-13 07:46:25,881 - Train: 60.87% [761500/1251000] [608.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.001018] [CE 4.143 (4.486)] [KD 4.465 (4.762)] +2024-10-13 07:46:33,433 - Train: 60.88% [761550/1251000] [608.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.001017] [CE 5.298 (4.530)] [KD 5.231 (4.810)] +2024-10-13 07:46:41,006 - Train: 60.88% [761600/1251000] [608.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.007] [optim_t 0.139] [lr 0.001017] [CE 4.807 (4.564)] [KD 4.925 (4.845)] +2024-10-13 07:46:48,573 - Train: 60.88% [761650/1251000] [608.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.006] [optim_t 0.148] [lr 0.001017] [CE 4.683 (4.559)] [KD 5.156 (4.839)] +2024-10-13 07:46:56,207 - Train: 60.89% [761700/1251000] [608.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001017] [CE 4.328 (4.541)] [KD 4.606 (4.802)] +2024-10-13 07:47:04,018 - Train: 60.89% [761750/1251000] [608.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.001017] [CE 4.572 (4.530)] [KD 4.647 (4.782)] +2024-10-13 07:47:11,701 - Train: 60.90% [761800/1251000] [609.0/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.001017] [CE 4.647 (4.589)] [KD 5.126 (4.832)] +2024-10-13 07:47:19,373 - Train: 60.90% [761850/1251000] [609.0/1000.0] [batch_t 0.142 (0.153)] [data_t 0.003] [optim_t 0.139] [lr 0.001016] [CE 4.406 (4.511)] [KD 4.745 (4.847)] +2024-10-13 07:47:26,296 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 33666] [top5_cnt 43939] [top_all 50000] +2024-10-13 07:47:26,296 - net: 67.332 (87.878) +2024-10-13 07:47:32,080 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 36264] [top5_cnt 45448] [top_all 50000] +2024-10-13 07:47:32,080 - net_E: 72.528 (90.896) +2024-10-13 07:47:32,248 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.574 (epoch: 607)] +2024-10-13 07:47:32,249 - ==> Total time: 1 day, 10:00:23 Eta: 21:50:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 07:47:40,962 - Train: 60.90% [761900/1251000] [609.0/1000.0] [batch_t 0.147 (0.166)] [data_t 0.003] [optim_t 0.144] [lr 0.001016] [CE 4.652 (4.626)] [KD 4.673 (4.836)] +2024-10-13 07:47:48,418 - Train: 60.91% [761950/1251000] [609.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.001016] [CE 4.964 (4.578)] [KD 4.911 (4.877)] +2024-10-13 07:47:56,019 - Train: 60.91% [762000/1251000] [609.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001016] [CE 4.477 (4.531)] [KD 5.038 (4.814)] +2024-10-13 07:48:03,633 - Train: 60.92% [762050/1251000] [609.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001016] [CE 4.912 (4.540)] [KD 5.067 (4.825)] +2024-10-13 07:48:11,399 - Train: 60.92% [762100/1251000] [609.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.001016] [CE 4.814 (4.516)] [KD 4.821 (4.770)] +2024-10-13 07:48:19,151 - Train: 60.92% [762150/1251000] [609.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.001015] [CE 4.126 (4.600)] [KD 4.417 (4.835)] +2024-10-13 07:48:26,609 - Train: 60.93% [762200/1251000] [609.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.001015] [CE 4.317 (4.610)] [KD 4.865 (4.845)] +2024-10-13 07:48:34,379 - Train: 60.93% [762250/1251000] [609.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.001015] [CE 4.191 (4.549)] [KD 4.728 (4.805)] +2024-10-13 07:48:41,829 - Train: 60.94% [762300/1251000] [609.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.001015] [CE 4.632 (4.595)] [KD 4.590 (4.872)] +2024-10-13 07:48:49,296 - Train: 60.94% [762350/1251000] [609.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.001015] [CE 4.581 (4.681)] [KD 4.746 (4.931)] +2024-10-13 07:48:56,868 - Train: 60.94% [762400/1251000] [609.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.007] [optim_t 0.143] [lr 0.001014] [CE 4.484 (4.519)] [KD 4.741 (4.782)] +2024-10-13 07:49:04,372 - Train: 60.95% [762450/1251000] [609.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001014] [CE 4.953 (4.564)] [KD 5.288 (4.798)] +2024-10-13 07:49:11,967 - Train: 60.95% [762500/1251000] [609.5/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.001014] [CE 4.494 (4.600)] [KD 4.927 (4.829)] +2024-10-13 07:49:20,113 - Train: 60.96% [762550/1251000] [609.6/1000.0] [batch_t 0.144 (0.163)] [data_t 0.003] [optim_t 0.140] [lr 0.001014] [CE 4.255 (4.536)] [KD 4.618 (4.790)] +2024-10-13 07:49:27,543 - Train: 60.96% [762600/1251000] [609.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.001014] [CE 4.600 (4.566)] [KD 4.931 (4.811)] +2024-10-13 07:49:35,046 - Train: 60.96% [762650/1251000] [609.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001014] [CE 4.525 (4.586)] [KD 4.766 (4.821)] +2024-10-13 07:49:42,626 - Train: 60.97% [762700/1251000] [609.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001013] [CE 4.416 (4.559)] [KD 4.759 (4.784)] +2024-10-13 07:49:50,119 - Train: 60.97% [762750/1251000] [609.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001013] [CE 4.453 (4.546)] [KD 5.135 (4.803)] +2024-10-13 07:49:57,700 - Train: 60.98% [762800/1251000] [609.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001013] [CE 4.879 (4.555)] [KD 5.026 (4.818)] +2024-10-13 07:50:05,529 - Train: 60.98% [762850/1251000] [609.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.001013] [CE 4.387 (4.569)] [KD 5.023 (4.834)] +2024-10-13 07:50:13,200 - Train: 60.98% [762900/1251000] [609.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001013] [CE 4.804 (4.585)] [KD 5.009 (4.831)] +2024-10-13 07:50:20,920 - Train: 60.99% [762950/1251000] [609.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001013] [CE 4.519 (4.553)] [KD 4.648 (4.813)] +2024-10-13 07:50:28,369 - Train: 60.99% [763000/1251000] [609.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.001012] [CE 4.366 (4.491)] [KD 4.654 (4.754)] +2024-10-13 07:50:35,885 - Train: 61.00% [763050/1251000] [610.0/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.001012] [CE 4.640 (4.618)] [KD 4.695 (4.776)] +2024-10-13 07:50:43,504 - Train: 61.00% [763100/1251000] [610.0/1000.0] [batch_t 0.140 (0.152)] [data_t 0.004] [optim_t 0.136] [lr 0.001012] [CE 4.543 (4.505)] [KD 4.891 (4.764)] +2024-10-13 07:50:50,750 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 33645] [top5_cnt 43980] [top_all 50000] +2024-10-13 07:50:50,750 - net: 67.290 (87.960) +2024-10-13 07:50:56,505 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 36277] [top5_cnt 45455] [top_all 50000] +2024-10-13 07:50:56,505 - net_E: 72.554 (90.910) +2024-10-13 07:50:56,637 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.574 (epoch: 607)] +2024-10-13 07:50:56,638 - ==> Total time: 1 day, 10:03:47 Eta: 21:46:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 07:51:04,863 - Train: 61.00% [763150/1251000] [610.0/1000.0] [batch_t 0.150 (0.164)] [data_t 0.006] [optim_t 0.143] [lr 0.001012] [CE 3.933 (4.544)] [KD 4.632 (4.782)] +2024-10-13 07:51:12,595 - Train: 61.01% [763200/1251000] [610.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001012] [CE 4.439 (4.555)] [KD 4.831 (4.777)] +2024-10-13 07:51:19,993 - Train: 61.01% [763250/1251000] [610.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.001011] [CE 4.901 (4.534)] [KD 4.806 (4.739)] +2024-10-13 07:51:27,803 - Train: 61.02% [763300/1251000] [610.2/1000.0] [batch_t 0.145 (0.156)] [data_t 0.003] [optim_t 0.142] [lr 0.001011] [CE 4.212 (4.627)] [KD 4.528 (4.836)] +2024-10-13 07:51:35,205 - Train: 61.02% [763350/1251000] [610.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.001011] [CE 4.913 (4.640)] [KD 4.822 (4.845)] +2024-10-13 07:51:42,720 - Train: 61.02% [763400/1251000] [610.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001011] [CE 4.327 (4.536)] [KD 4.693 (4.858)] +2024-10-13 07:51:50,124 - Train: 61.03% [763450/1251000] [610.3/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.001011] [CE 4.438 (4.561)] [KD 4.662 (4.789)] +2024-10-13 07:51:57,640 - Train: 61.03% [763500/1251000] [610.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001011] [CE 4.347 (4.597)] [KD 4.871 (4.878)] +2024-10-13 07:52:05,362 - Train: 61.04% [763550/1251000] [610.4/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.001010] [CE 4.748 (4.637)] [KD 5.064 (4.839)] +2024-10-13 07:52:12,953 - Train: 61.04% [763600/1251000] [610.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001010] [CE 4.466 (4.554)] [KD 4.534 (4.768)] +2024-10-13 07:52:20,475 - Train: 61.04% [763650/1251000] [610.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001010] [CE 4.841 (4.580)] [KD 4.753 (4.758)] +2024-10-13 07:52:28,291 - Train: 61.05% [763700/1251000] [610.5/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.001010] [CE 3.947 (4.634)] [KD 4.536 (4.812)] +2024-10-13 07:52:35,932 - Train: 61.05% [763750/1251000] [610.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.007] [optim_t 0.142] [lr 0.001010] [CE 5.136 (4.588)] [KD 5.086 (4.801)] +2024-10-13 07:52:43,407 - Train: 61.06% [763800/1251000] [610.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.001010] [CE 4.946 (4.607)] [KD 5.003 (4.950)] +2024-10-13 07:52:50,929 - Train: 61.06% [763850/1251000] [610.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.001009] [CE 4.748 (4.544)] [KD 4.870 (4.799)] +2024-10-13 07:52:58,430 - Train: 61.06% [763900/1251000] [610.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.001009] [CE 4.571 (4.593)] [KD 4.940 (4.849)] +2024-10-13 07:53:06,238 - Train: 61.07% [763950/1251000] [610.7/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.001009] [CE 4.944 (4.649)] [KD 4.787 (4.840)] +2024-10-13 07:53:13,830 - Train: 61.07% [764000/1251000] [610.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001009] [CE 4.182 (4.562)] [KD 4.615 (4.774)] +2024-10-13 07:53:21,557 - Train: 61.08% [764050/1251000] [610.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001009] [CE 5.216 (4.471)] [KD 4.937 (4.754)] +2024-10-13 07:53:29,034 - Train: 61.08% [764100/1251000] [610.8/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.001009] [CE 5.140 (4.564)] [KD 5.250 (4.789)] +2024-10-13 07:53:36,760 - Train: 61.08% [764150/1251000] [610.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.001008] [CE 4.275 (4.601)] [KD 4.820 (4.826)] +2024-10-13 07:53:44,214 - Train: 61.09% [764200/1251000] [610.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.001008] [CE 5.048 (4.594)] [KD 4.907 (4.837)] +2024-10-13 07:53:51,956 - Train: 61.09% [764250/1251000] [610.9/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.001008] [CE 5.211 (4.625)] [KD 5.270 (4.856)] +2024-10-13 07:53:59,522 - Train: 61.10% [764300/1251000] [611.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.001008] [CE 4.735 (4.605)] [KD 4.940 (4.794)] +2024-10-13 07:54:07,029 - Train: 61.10% [764350/1251000] [611.0/1000.0] [batch_t 0.140 (0.150)] [data_t 0.004] [optim_t 0.136] [lr 0.001008] [CE 4.906 (4.548)] [KD 5.069 (4.804)] +2024-10-13 07:54:14,248 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 33632] [top5_cnt 44001] [top_all 50000] +2024-10-13 07:54:14,248 - net: 67.264 (88.002) +2024-10-13 07:54:20,052 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 36272] [top5_cnt 45424] [top_all 50000] +2024-10-13 07:54:20,053 - net_E: 72.544 (90.848) +2024-10-13 07:54:20,385 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.574 (epoch: 607)] +2024-10-13 07:54:20,385 - ==> Total time: 1 day, 10:07:11 Eta: 21:43:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 07:54:28,588 - Train: 61.10% [764400/1251000] [611.0/1000.0] [batch_t 0.152 (0.164)] [data_t 0.008] [optim_t 0.144] [lr 0.001007] [CE 5.306 (4.565)] [KD 5.490 (4.803)] +2024-10-13 07:54:36,097 - Train: 61.11% [764450/1251000] [611.1/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.001007] [CE 4.821 (4.429)] [KD 4.988 (4.730)] +2024-10-13 07:54:43,820 - Train: 61.11% [764500/1251000] [611.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001007] [CE 4.430 (4.536)] [KD 4.442 (4.762)] +2024-10-13 07:54:51,546 - Train: 61.12% [764550/1251000] [611.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.001007] [CE 5.152 (4.519)] [KD 5.177 (4.833)] +2024-10-13 07:54:59,053 - Train: 61.12% [764600/1251000] [611.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001007] [CE 4.521 (4.603)] [KD 4.796 (4.832)] +2024-10-13 07:55:06,688 - Train: 61.12% [764650/1251000] [611.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001007] [CE 4.562 (4.609)] [KD 4.663 (4.840)] +2024-10-13 07:55:14,442 - Train: 61.13% [764700/1251000] [611.3/1000.0] [batch_t 0.156 (0.155)] [data_t 0.005] [optim_t 0.151] [lr 0.001006] [CE 4.592 (4.578)] [KD 4.956 (4.821)] +2024-10-13 07:55:21,910 - Train: 61.13% [764750/1251000] [611.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.001006] [CE 4.082 (4.554)] [KD 4.639 (4.797)] +2024-10-13 07:55:29,753 - Train: 61.14% [764800/1251000] [611.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001006] [CE 4.550 (4.573)] [KD 4.796 (4.848)] +2024-10-13 07:55:37,365 - Train: 61.14% [764850/1251000] [611.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001006] [CE 4.792 (4.573)] [KD 4.865 (4.840)] +2024-10-13 07:55:44,943 - Train: 61.14% [764900/1251000] [611.4/1000.0] [batch_t 0.152 (0.151)] [data_t 0.007] [optim_t 0.145] [lr 0.001006] [CE 4.392 (4.538)] [KD 4.572 (4.735)] +2024-10-13 07:55:52,612 - Train: 61.15% [764950/1251000] [611.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001006] [CE 4.472 (4.559)] [KD 4.738 (4.761)] +2024-10-13 07:56:00,347 - Train: 61.15% [765000/1251000] [611.5/1000.0] [batch_t 0.154 (0.155)] [data_t 0.006] [optim_t 0.148] [lr 0.001005] [CE 4.482 (4.575)] [KD 4.469 (4.738)] +2024-10-13 07:56:07,937 - Train: 61.16% [765050/1251000] [611.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001005] [CE 5.074 (4.590)] [KD 4.843 (4.790)] +2024-10-13 07:56:15,597 - Train: 61.16% [765100/1251000] [611.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.008] [optim_t 0.144] [lr 0.001005] [CE 4.549 (4.488)] [KD 4.839 (4.745)] +2024-10-13 07:56:23,386 - Train: 61.16% [765150/1251000] [611.6/1000.0] [batch_t 0.157 (0.156)] [data_t 0.005] [optim_t 0.152] [lr 0.001005] [CE 4.236 (4.518)] [KD 4.437 (4.771)] +2024-10-13 07:56:31,077 - Train: 61.17% [765200/1251000] [611.7/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.001005] [CE 4.403 (4.496)] [KD 4.826 (4.786)] +2024-10-13 07:56:38,507 - Train: 61.17% [765250/1251000] [611.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.001004] [CE 4.745 (4.553)] [KD 5.134 (4.856)] +2024-10-13 07:56:46,068 - Train: 61.18% [765300/1251000] [611.8/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.001004] [CE 4.570 (4.607)] [KD 4.661 (4.824)] +2024-10-13 07:56:53,607 - Train: 61.18% [765350/1251000] [611.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.001004] [CE 4.561 (4.537)] [KD 4.948 (4.825)] +2024-10-13 07:57:01,319 - Train: 61.18% [765400/1251000] [611.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.001004] [CE 4.661 (4.550)] [KD 4.745 (4.836)] +2024-10-13 07:57:08,983 - Train: 61.19% [765450/1251000] [611.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001004] [CE 4.532 (4.558)] [KD 4.722 (4.799)] +2024-10-13 07:57:16,523 - Train: 61.19% [765500/1251000] [611.9/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.001004] [CE 4.793 (4.603)] [KD 4.940 (4.802)] +2024-10-13 07:57:24,210 - Train: 61.20% [765550/1251000] [612.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001003] [CE 4.869 (4.568)] [KD 5.205 (4.839)] +2024-10-13 07:57:31,591 - Train: 61.20% [765600/1251000] [612.0/1000.0] [batch_t 0.140 (0.147)] [data_t 0.005] [optim_t 0.135] [lr 0.001003] [CE 5.252 (4.565)] [KD 5.305 (4.831)] +2024-10-13 07:57:38,941 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 33433] [top5_cnt 43909] [top_all 50000] +2024-10-13 07:57:38,941 - net: 66.866 (87.818) +2024-10-13 07:57:44,655 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 36277] [top5_cnt 45460] [top_all 50000] +2024-10-13 07:57:44,656 - net_E: 72.554 (90.920) +2024-10-13 07:57:44,824 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.574 (epoch: 607)] +2024-10-13 07:57:44,824 - ==> Total time: 1 day, 10:10:35 Eta: 21:40:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 07:57:52,576 - Train: 61.20% [765650/1251000] [612.0/1000.0] [batch_t 0.146 (0.161)] [data_t 0.006] [optim_t 0.140] [lr 0.001003] [CE 4.116 (4.583)] [KD 4.448 (4.771)] +2024-10-13 07:58:00,406 - Train: 61.21% [765700/1251000] [612.1/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.001003] [CE 4.667 (4.610)] [KD 4.688 (4.755)] +2024-10-13 07:58:08,119 - Train: 61.21% [765750/1251000] [612.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.001003] [CE 4.239 (4.572)] [KD 4.257 (4.784)] +2024-10-13 07:58:15,687 - Train: 61.22% [765800/1251000] [612.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.001003] [CE 4.836 (4.649)] [KD 5.232 (4.793)] +2024-10-13 07:58:23,324 - Train: 61.22% [765850/1251000] [612.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001002] [CE 4.808 (4.607)] [KD 5.136 (4.870)] +2024-10-13 07:58:30,809 - Train: 61.22% [765900/1251000] [612.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001002] [CE 4.004 (4.581)] [KD 4.421 (4.864)] +2024-10-13 07:58:38,442 - Train: 61.23% [765950/1251000] [612.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001002] [CE 4.417 (4.519)] [KD 4.753 (4.764)] +2024-10-13 07:58:46,060 - Train: 61.23% [766000/1251000] [612.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001002] [CE 5.152 (4.546)] [KD 5.440 (4.803)] +2024-10-13 07:58:53,747 - Train: 61.24% [766050/1251000] [612.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001002] [CE 4.790 (4.547)] [KD 4.976 (4.811)] +2024-10-13 07:59:01,355 - Train: 61.24% [766100/1251000] [612.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.001002] [CE 4.665 (4.526)] [KD 4.981 (4.796)] +2024-10-13 07:59:09,173 - Train: 61.24% [766150/1251000] [612.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001001] [CE 4.954 (4.518)] [KD 4.945 (4.793)] +2024-10-13 07:59:16,592 - Train: 61.25% [766200/1251000] [612.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.001001] [CE 4.491 (4.589)] [KD 4.791 (4.804)] +2024-10-13 07:59:23,987 - Train: 61.25% [766250/1251000] [612.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.001001] [CE 5.088 (4.555)] [KD 4.947 (4.812)] +2024-10-13 07:59:31,402 - Train: 61.25% [766300/1251000] [612.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.001001] [CE 4.796 (4.524)] [KD 4.838 (4.816)] +2024-10-13 07:59:39,112 - Train: 61.26% [766350/1251000] [612.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.001001] [CE 4.665 (4.589)] [KD 4.626 (4.870)] +2024-10-13 07:59:46,725 - Train: 61.26% [766400/1251000] [612.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.001000] [CE 4.048 (4.571)] [KD 4.486 (4.770)] +2024-10-13 07:59:54,500 - Train: 61.27% [766450/1251000] [612.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001000] [CE 4.530 (4.521)] [KD 4.760 (4.764)] +2024-10-13 08:00:01,961 - Train: 61.27% [766500/1251000] [612.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.001000] [CE 3.917 (4.533)] [KD 4.567 (4.834)] +2024-10-13 08:00:09,664 - Train: 61.27% [766550/1251000] [612.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.001000] [CE 4.253 (4.525)] [KD 4.765 (4.836)] +2024-10-13 08:00:17,451 - Train: 61.28% [766600/1251000] [612.8/1000.0] [batch_t 0.155 (0.156)] [data_t 0.003] [optim_t 0.152] [lr 0.001000] [CE 4.475 (4.601)] [KD 4.859 (4.890)] +2024-10-13 08:00:25,018 - Train: 61.28% [766650/1251000] [612.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001000] [CE 4.825 (4.552)] [KD 4.953 (4.766)] +2024-10-13 08:00:32,696 - Train: 61.29% [766700/1251000] [612.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000999] [CE 4.191 (4.558)] [KD 4.489 (4.755)] +2024-10-13 08:00:40,266 - Train: 61.29% [766750/1251000] [612.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000999] [CE 4.652 (4.514)] [KD 4.854 (4.802)] +2024-10-13 08:00:47,800 - Train: 61.29% [766800/1251000] [612.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000999] [CE 4.394 (4.609)] [KD 4.520 (4.782)] +2024-10-13 08:00:55,475 - Train: 61.30% [766850/1251000] [613.0/1000.0] [batch_t 0.143 (0.153)] [data_t 0.004] [optim_t 0.139] [lr 0.000999] [CE 5.002 (4.682)] [KD 5.205 (4.899)] +2024-10-13 08:01:03,115 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 33609] [top5_cnt 43958] [top_all 50000] +2024-10-13 08:01:03,116 - net: 67.218 (87.916) +2024-10-13 08:01:08,927 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 36229] [top5_cnt 45475] [top_all 50000] +2024-10-13 08:01:08,927 - net_E: 72.458 (90.950) +2024-10-13 08:01:09,103 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.574 (epoch: 607)] +2024-10-13 08:01:09,103 - ==> Total time: 1 day, 10:14:00 Eta: 21:36:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 08:01:16,659 - Train: 61.30% [766900/1251000] [613.0/1000.0] [batch_t 0.148 (0.160)] [data_t 0.004] [optim_t 0.144] [lr 0.000999] [CE 4.435 (4.574)] [KD 4.934 (4.797)] +2024-10-13 08:01:24,287 - Train: 61.31% [766950/1251000] [613.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000999] [CE 4.421 (4.551)] [KD 4.670 (4.807)] +2024-10-13 08:01:32,018 - Train: 61.31% [767000/1251000] [613.1/1000.0] [batch_t 0.155 (0.155)] [data_t 0.005] [optim_t 0.151] [lr 0.000998] [CE 4.279 (4.534)] [KD 4.475 (4.770)] +2024-10-13 08:01:39,586 - Train: 61.31% [767050/1251000] [613.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000998] [CE 4.736 (4.496)] [KD 5.075 (4.784)] +2024-10-13 08:01:47,372 - Train: 61.32% [767100/1251000] [613.2/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000998] [CE 4.513 (4.617)] [KD 4.514 (4.791)] +2024-10-13 08:01:54,831 - Train: 61.32% [767150/1251000] [613.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000998] [CE 4.223 (4.487)] [KD 4.679 (4.803)] +2024-10-13 08:02:02,303 - Train: 61.33% [767200/1251000] [613.3/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.000998] [CE 4.453 (4.571)] [KD 4.675 (4.765)] +2024-10-13 08:02:10,000 - Train: 61.33% [767250/1251000] [613.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000997] [CE 5.057 (4.584)] [KD 4.873 (4.791)] +2024-10-13 08:02:17,642 - Train: 61.33% [767300/1251000] [613.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000997] [CE 4.388 (4.544)] [KD 4.417 (4.801)] +2024-10-13 08:02:25,260 - Train: 61.34% [767350/1251000] [613.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000997] [CE 4.326 (4.575)] [KD 4.593 (4.821)] +2024-10-13 08:02:32,918 - Train: 61.34% [767400/1251000] [613.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000997] [CE 4.430 (4.568)] [KD 5.002 (4.836)] +2024-10-13 08:02:40,555 - Train: 61.35% [767450/1251000] [613.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000997] [CE 4.910 (4.531)] [KD 4.992 (4.819)] +2024-10-13 08:02:48,039 - Train: 61.35% [767500/1251000] [613.5/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.000997] [CE 4.618 (4.538)] [KD 4.724 (4.765)] +2024-10-13 08:02:55,736 - Train: 61.35% [767550/1251000] [613.5/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000996] [CE 4.828 (4.645)] [KD 4.844 (4.837)] +2024-10-13 08:03:03,377 - Train: 61.36% [767600/1251000] [613.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000996] [CE 4.392 (4.551)] [KD 4.536 (4.823)] +2024-10-13 08:03:11,139 - Train: 61.36% [767650/1251000] [613.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.000996] [CE 4.582 (4.550)] [KD 4.747 (4.840)] +2024-10-13 08:03:18,896 - Train: 61.37% [767700/1251000] [613.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000996] [CE 4.373 (4.576)] [KD 4.843 (4.865)] +2024-10-13 08:03:26,423 - Train: 61.37% [767750/1251000] [613.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.000996] [CE 4.464 (4.578)] [KD 4.998 (4.811)] +2024-10-13 08:03:33,960 - Train: 61.37% [767800/1251000] [613.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000996] [CE 4.935 (4.624)] [KD 4.958 (4.836)] +2024-10-13 08:03:41,645 - Train: 61.38% [767850/1251000] [613.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000995] [CE 4.599 (4.639)] [KD 4.675 (4.851)] +2024-10-13 08:03:49,215 - Train: 61.38% [767900/1251000] [613.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000995] [CE 4.975 (4.586)] [KD 5.136 (4.807)] +2024-10-13 08:03:57,006 - Train: 61.39% [767950/1251000] [613.9/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000995] [CE 5.147 (4.547)] [KD 5.116 (4.824)] +2024-10-13 08:04:04,475 - Train: 61.39% [768000/1251000] [613.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000995] [CE 4.841 (4.543)] [KD 4.946 (4.746)] +2024-10-13 08:04:11,961 - Train: 61.39% [768050/1251000] [613.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000995] [CE 4.739 (4.596)] [KD 5.040 (4.826)] +2024-10-13 08:04:19,860 - Train: 61.40% [768100/1251000] [614.0/1000.0] [batch_t 0.144 (0.158)] [data_t 0.004] [optim_t 0.141] [lr 0.000995] [CE 4.303 (4.533)] [KD 4.371 (4.763)] +2024-10-13 08:04:27,483 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 34040] [top5_cnt 44179] [top_all 50000] +2024-10-13 08:04:27,484 - net: 68.080 (88.358) +2024-10-13 08:04:33,292 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 36244] [top5_cnt 45493] [top_all 50000] +2024-10-13 08:04:33,293 - net_E: 72.488 (90.986) +2024-10-13 08:04:33,433 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.574 (epoch: 607)] +2024-10-13 08:04:33,433 - ==> Total time: 1 day, 10:17:24 Eta: 21:33:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 08:04:40,946 - Train: 61.40% [768150/1251000] [614.0/1000.0] [batch_t 0.146 (0.160)] [data_t 0.004] [optim_t 0.142] [lr 0.000994] [CE 4.578 (4.578)] [KD 4.808 (4.732)] +2024-10-13 08:04:48,489 - Train: 61.41% [768200/1251000] [614.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000994] [CE 4.569 (4.485)] [KD 4.539 (4.752)] +2024-10-13 08:04:56,215 - Train: 61.41% [768250/1251000] [614.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.000994] [CE 4.238 (4.506)] [KD 4.617 (4.700)] +2024-10-13 08:05:03,974 - Train: 61.41% [768300/1251000] [614.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000994] [CE 4.207 (4.565)] [KD 4.638 (4.727)] +2024-10-13 08:05:11,469 - Train: 61.42% [768350/1251000] [614.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000994] [CE 4.322 (4.551)] [KD 4.642 (4.758)] +2024-10-13 08:05:19,083 - Train: 61.42% [768400/1251000] [614.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000993] [CE 4.628 (4.567)] [KD 4.852 (4.807)] +2024-10-13 08:05:26,568 - Train: 61.43% [768450/1251000] [614.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000993] [CE 5.056 (4.512)] [KD 5.320 (4.743)] +2024-10-13 08:05:34,334 - Train: 61.43% [768500/1251000] [614.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000993] [CE 4.726 (4.596)] [KD 4.764 (4.840)] +2024-10-13 08:05:41,936 - Train: 61.43% [768550/1251000] [614.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.000993] [CE 4.301 (4.587)] [KD 4.682 (4.784)] +2024-10-13 08:05:49,610 - Train: 61.44% [768600/1251000] [614.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000993] [CE 4.728 (4.541)] [KD 4.710 (4.789)] +2024-10-13 08:05:57,067 - Train: 61.44% [768650/1251000] [614.4/1000.0] [batch_t 0.155 (0.149)] [data_t 0.004] [optim_t 0.151] [lr 0.000993] [CE 4.771 (4.641)] [KD 5.007 (4.832)] +2024-10-13 08:06:04,999 - Train: 61.45% [768700/1251000] [614.5/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.000992] [CE 4.660 (4.534)] [KD 4.928 (4.798)] +2024-10-13 08:06:12,553 - Train: 61.45% [768750/1251000] [614.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000992] [CE 4.885 (4.556)] [KD 4.884 (4.830)] +2024-10-13 08:06:20,163 - Train: 61.45% [768800/1251000] [614.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.000992] [CE 4.741 (4.495)] [KD 4.873 (4.754)] +2024-10-13 08:06:27,751 - Train: 61.46% [768850/1251000] [614.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000992] [CE 4.464 (4.573)] [KD 4.885 (4.816)] +2024-10-13 08:06:35,284 - Train: 61.46% [768900/1251000] [614.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000992] [CE 4.596 (4.600)] [KD 4.731 (4.753)] +2024-10-13 08:06:43,098 - Train: 61.47% [768950/1251000] [614.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000992] [CE 4.658 (4.590)] [KD 4.906 (4.830)] +2024-10-13 08:06:50,555 - Train: 61.47% [769000/1251000] [614.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000991] [CE 4.739 (4.629)] [KD 4.801 (4.839)] +2024-10-13 08:06:58,154 - Train: 61.47% [769050/1251000] [614.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000991] [CE 5.113 (4.548)] [KD 5.117 (4.812)] +2024-10-13 08:07:05,976 - Train: 61.48% [769100/1251000] [614.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000991] [CE 4.551 (4.655)] [KD 4.708 (4.830)] +2024-10-13 08:07:13,682 - Train: 61.48% [769150/1251000] [614.8/1000.0] [batch_t 0.144 (0.154)] [data_t 0.003] [optim_t 0.141] [lr 0.000991] [CE 4.619 (4.600)] [KD 5.065 (4.854)] +2024-10-13 08:07:21,086 - Train: 61.49% [769200/1251000] [614.9/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.000991] [CE 4.398 (4.530)] [KD 4.682 (4.762)] +2024-10-13 08:07:28,483 - Train: 61.49% [769250/1251000] [614.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000990] [CE 4.248 (4.537)] [KD 4.419 (4.793)] +2024-10-13 08:07:36,070 - Train: 61.49% [769300/1251000] [614.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000990] [CE 5.026 (4.528)] [KD 4.912 (4.780)] +2024-10-13 08:07:43,803 - Train: 61.50% [769350/1251000] [615.0/1000.0] [batch_t 0.148 (0.155)] [data_t 0.009] [optim_t 0.139] [lr 0.000990] [CE 4.644 (4.569)] [KD 4.896 (4.829)] +2024-10-13 08:07:51,702 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 33536] [top5_cnt 43852] [top_all 50000] +2024-10-13 08:07:51,702 - net: 67.072 (87.704) +2024-10-13 08:07:57,468 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 36276] [top5_cnt 45473] [top_all 50000] +2024-10-13 08:07:57,468 - net_E: 72.552 (90.946) +2024-10-13 08:07:57,629 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.574 (epoch: 607)] +2024-10-13 08:07:57,630 - ==> Total time: 1 day, 10:20:48 Eta: 21:30:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 08:08:05,315 - Train: 61.50% [769400/1251000] [615.0/1000.0] [batch_t 0.148 (0.160)] [data_t 0.006] [optim_t 0.142] [lr 0.000990] [CE 4.719 (4.557)] [KD 4.839 (4.782)] +2024-10-13 08:08:13,058 - Train: 61.51% [769450/1251000] [615.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000990] [CE 4.625 (4.575)] [KD 4.928 (4.804)] +2024-10-13 08:08:20,825 - Train: 61.51% [769500/1251000] [615.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000990] [CE 4.143 (4.475)] [KD 4.519 (4.762)] +2024-10-13 08:08:28,281 - Train: 61.51% [769550/1251000] [615.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.000989] [CE 5.049 (4.589)] [KD 5.072 (4.779)] +2024-10-13 08:08:35,761 - Train: 61.52% [769600/1251000] [615.2/1000.0] [batch_t 0.152 (0.149)] [data_t 0.006] [optim_t 0.147] [lr 0.000989] [CE 4.582 (4.549)] [KD 4.711 (4.731)] +2024-10-13 08:08:43,426 - Train: 61.52% [769650/1251000] [615.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000989] [CE 4.602 (4.562)] [KD 4.767 (4.738)] +2024-10-13 08:08:51,083 - Train: 61.53% [769700/1251000] [615.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000989] [CE 4.851 (4.539)] [KD 4.505 (4.700)] +2024-10-13 08:08:58,721 - Train: 61.53% [769750/1251000] [615.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000989] [CE 4.457 (4.558)] [KD 4.617 (4.810)] +2024-10-13 08:09:06,618 - Train: 61.53% [769800/1251000] [615.3/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000989] [CE 4.109 (4.603)] [KD 4.564 (4.840)] +2024-10-13 08:09:14,208 - Train: 61.54% [769850/1251000] [615.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000988] [CE 5.009 (4.585)] [KD 4.985 (4.758)] +2024-10-13 08:09:21,810 - Train: 61.54% [769900/1251000] [615.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000988] [CE 5.024 (4.533)] [KD 5.117 (4.810)] +2024-10-13 08:09:29,503 - Train: 61.55% [769950/1251000] [615.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.008] [optim_t 0.142] [lr 0.000988] [CE 4.662 (4.488)] [KD 4.765 (4.779)] +2024-10-13 08:09:37,019 - Train: 61.55% [770000/1251000] [615.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000988] [CE 4.948 (4.545)] [KD 4.843 (4.800)] +2024-10-13 08:09:44,772 - Train: 61.55% [770050/1251000] [615.5/1000.0] [batch_t 0.156 (0.155)] [data_t 0.004] [optim_t 0.152] [lr 0.000988] [CE 5.129 (4.566)] [KD 5.146 (4.799)] +2024-10-13 08:09:52,240 - Train: 61.56% [770100/1251000] [615.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000988] [CE 4.690 (4.614)] [KD 4.950 (4.770)] +2024-10-13 08:09:59,845 - Train: 61.56% [770150/1251000] [615.6/1000.0] [batch_t 0.158 (0.152)] [data_t 0.005] [optim_t 0.153] [lr 0.000987] [CE 4.817 (4.598)] [KD 4.759 (4.792)] +2024-10-13 08:10:07,629 - Train: 61.57% [770200/1251000] [615.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000987] [CE 4.745 (4.605)] [KD 4.939 (4.835)] +2024-10-13 08:10:15,323 - Train: 61.57% [770250/1251000] [615.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000987] [CE 4.757 (4.542)] [KD 4.616 (4.800)] +2024-10-13 08:10:22,981 - Train: 61.57% [770300/1251000] [615.7/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.000987] [CE 4.328 (4.570)] [KD 4.654 (4.847)] +2024-10-13 08:10:30,696 - Train: 61.58% [770350/1251000] [615.8/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000987] [CE 3.731 (4.539)] [KD 4.314 (4.816)] +2024-10-13 08:10:38,243 - Train: 61.58% [770400/1251000] [615.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000986] [CE 4.421 (4.591)] [KD 4.758 (4.830)] +2024-10-13 08:10:45,824 - Train: 61.59% [770450/1251000] [615.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.007] [optim_t 0.145] [lr 0.000986] [CE 4.858 (4.647)] [KD 5.034 (4.857)] +2024-10-13 08:10:53,399 - Train: 61.59% [770500/1251000] [615.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000986] [CE 5.022 (4.571)] [KD 5.102 (4.857)] +2024-10-13 08:11:00,995 - Train: 61.59% [770550/1251000] [615.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000986] [CE 4.666 (4.629)] [KD 4.832 (4.880)] +2024-10-13 08:11:08,726 - Train: 61.60% [770600/1251000] [616.0/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000986] [CE 4.863 (4.580)] [KD 4.742 (4.798)] +2024-10-13 08:11:16,880 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 33840] [top5_cnt 44020] [top_all 50000] +2024-10-13 08:11:16,880 - net: 67.680 (88.040) +2024-10-13 08:11:22,699 - Test (net_E): 100.00% [50/50] [batch_t 0.026 (0.103)] [top1_cnt 36281] [top5_cnt 45462] [top_all 50000] +2024-10-13 08:11:22,699 - net_E: 72.562 (90.924) +2024-10-13 08:11:22,871 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.574 (epoch: 607)] +2024-10-13 08:11:22,871 - ==> Total time: 1 day, 10:24:13 Eta: 21:26:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 08:11:30,222 - Train: 61.60% [770650/1251000] [616.0/1000.0] [batch_t 0.148 (0.167)] [data_t 0.005] [optim_t 0.144] [lr 0.000986] [CE 4.479 (4.568)] [KD 4.830 (4.794)] +2024-10-13 08:11:37,990 - Train: 61.61% [770700/1251000] [616.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000985] [CE 4.032 (4.556)] [KD 4.531 (4.777)] +2024-10-13 08:11:45,479 - Train: 61.61% [770750/1251000] [616.1/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.151] [lr 0.000985] [CE 4.433 (4.595)] [KD 4.700 (4.787)] +2024-10-13 08:11:53,158 - Train: 61.61% [770800/1251000] [616.1/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.000985] [CE 4.793 (4.577)] [KD 4.525 (4.744)] +2024-10-13 08:12:00,779 - Train: 61.62% [770850/1251000] [616.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000985] [CE 4.136 (4.594)] [KD 4.647 (4.807)] +2024-10-13 08:12:08,627 - Train: 61.62% [770900/1251000] [616.2/1000.0] [batch_t 0.294 (0.157)] [data_t 0.004] [optim_t 0.290] [lr 0.000985] [CE 4.423 (4.481)] [KD 4.712 (4.714)] +2024-10-13 08:12:16,343 - Train: 61.63% [770950/1251000] [616.3/1000.0] [batch_t 0.159 (0.154)] [data_t 0.003] [optim_t 0.156] [lr 0.000985] [CE 4.224 (4.613)] [KD 4.774 (4.838)] +2024-10-13 08:12:24,055 - Train: 61.63% [771000/1251000] [616.3/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000984] [CE 4.627 (4.535)] [KD 4.682 (4.768)] +2024-10-13 08:12:31,489 - Train: 61.63% [771050/1251000] [616.3/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.139] [lr 0.000984] [CE 4.220 (4.649)] [KD 4.412 (4.790)] +2024-10-13 08:12:38,943 - Train: 61.64% [771100/1251000] [616.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000984] [CE 4.531 (4.472)] [KD 4.678 (4.723)] +2024-10-13 08:12:46,377 - Train: 61.64% [771150/1251000] [616.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.000984] [CE 4.456 (4.613)] [KD 4.756 (4.798)] +2024-10-13 08:12:53,958 - Train: 61.65% [771200/1251000] [616.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000984] [CE 5.125 (4.552)] [KD 5.128 (4.712)] +2024-10-13 08:13:01,756 - Train: 61.65% [771250/1251000] [616.5/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.000984] [CE 4.289 (4.536)] [KD 4.566 (4.732)] +2024-10-13 08:13:09,392 - Train: 61.65% [771300/1251000] [616.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000983] [CE 4.107 (4.483)] [KD 4.631 (4.684)] +2024-10-13 08:13:17,106 - Train: 61.66% [771350/1251000] [616.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000983] [CE 4.741 (4.609)] [KD 4.746 (4.813)] +2024-10-13 08:13:24,706 - Train: 61.66% [771400/1251000] [616.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000983] [CE 5.100 (4.521)] [KD 4.956 (4.760)] +2024-10-13 08:13:32,712 - Train: 61.67% [771450/1251000] [616.7/1000.0] [batch_t 0.155 (0.160)] [data_t 0.006] [optim_t 0.149] [lr 0.000983] [CE 4.967 (4.554)] [KD 4.918 (4.828)] +2024-10-13 08:13:41,453 - Train: 61.67% [771500/1251000] [616.7/1000.0] [batch_t 0.144 (0.175)] [data_t 0.004] [optim_t 0.139] [lr 0.000983] [CE 4.585 (4.591)] [KD 4.930 (4.834)] +2024-10-13 08:13:49,168 - Train: 61.67% [771550/1251000] [616.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000982] [CE 3.715 (4.601)] [KD 4.376 (4.876)] +2024-10-13 08:13:56,759 - Train: 61.68% [771600/1251000] [616.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000982] [CE 4.963 (4.601)] [KD 4.957 (4.879)] +2024-10-13 08:14:04,524 - Train: 61.68% [771650/1251000] [616.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000982] [CE 4.664 (4.558)] [KD 4.684 (4.807)] +2024-10-13 08:14:12,113 - Train: 61.69% [771700/1251000] [616.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000982] [CE 4.343 (4.518)] [KD 4.729 (4.703)] +2024-10-13 08:14:19,822 - Train: 61.69% [771750/1251000] [616.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000982] [CE 4.866 (4.553)] [KD 4.952 (4.772)] +2024-10-13 08:14:27,291 - Train: 61.69% [771800/1251000] [616.9/1000.0] [batch_t 0.154 (0.149)] [data_t 0.006] [optim_t 0.149] [lr 0.000982] [CE 4.596 (4.608)] [KD 4.784 (4.820)] +2024-10-13 08:14:34,940 - Train: 61.70% [771850/1251000] [617.0/1000.0] [batch_t 0.152 (0.153)] [data_t 0.006] [optim_t 0.146] [lr 0.000981] [CE 4.470 (4.604)] [KD 4.480 (4.841)] +2024-10-13 08:14:43,143 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 33277] [top5_cnt 43631] [top_all 50000] +2024-10-13 08:14:43,143 - net: 66.554 (87.262) +2024-10-13 08:14:49,039 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 36298] [top5_cnt 45489] [top_all 50000] +2024-10-13 08:14:49,040 - net_E: 72.596 (90.978) +2024-10-13 08:14:49,198 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.596 (epoch: 617)] +2024-10-13 08:14:49,198 - ==> Total time: 1 day, 10:27:40 Eta: 21:23:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 08:14:56,697 - Train: 61.70% [771900/1251000] [617.0/1000.0] [batch_t 0.148 (0.159)] [data_t 0.003] [optim_t 0.145] [lr 0.000981] [CE 3.965 (4.570)] [KD 4.375 (4.834)] +2024-10-13 08:15:04,205 - Train: 61.71% [771950/1251000] [617.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000981] [CE 3.858 (4.541)] [KD 4.254 (4.722)] +2024-10-13 08:15:11,822 - Train: 61.71% [772000/1251000] [617.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000981] [CE 5.079 (4.516)] [KD 5.052 (4.818)] +2024-10-13 08:15:19,414 - Train: 61.71% [772050/1251000] [617.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000981] [CE 4.094 (4.594)] [KD 4.454 (4.761)] +2024-10-13 08:15:27,272 - Train: 61.72% [772100/1251000] [617.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000981] [CE 4.692 (4.541)] [KD 4.786 (4.748)] +2024-10-13 08:15:34,800 - Train: 61.72% [772150/1251000] [617.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.000980] [CE 4.881 (4.577)] [KD 4.967 (4.807)] +2024-10-13 08:15:42,386 - Train: 61.73% [772200/1251000] [617.3/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.154] [lr 0.000980] [CE 4.416 (4.582)] [KD 4.543 (4.768)] +2024-10-13 08:15:49,927 - Train: 61.73% [772250/1251000] [617.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000980] [CE 4.568 (4.573)] [KD 4.847 (4.805)] +2024-10-13 08:15:57,578 - Train: 61.73% [772300/1251000] [617.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000980] [CE 4.788 (4.599)] [KD 4.840 (4.812)] +2024-10-13 08:16:05,196 - Train: 61.74% [772350/1251000] [617.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000980] [CE 3.877 (4.611)] [KD 4.386 (4.809)] +2024-10-13 08:16:12,650 - Train: 61.74% [772400/1251000] [617.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000980] [CE 3.976 (4.491)] [KD 4.588 (4.768)] +2024-10-13 08:16:20,426 - Train: 61.75% [772450/1251000] [617.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000979] [CE 4.269 (4.507)] [KD 4.549 (4.768)] +2024-10-13 08:16:28,132 - Train: 61.75% [772500/1251000] [617.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000979] [CE 4.158 (4.624)] [KD 4.448 (4.794)] +2024-10-13 08:16:35,850 - Train: 61.75% [772550/1251000] [617.5/1000.0] [batch_t 0.169 (0.154)] [data_t 0.004] [optim_t 0.165] [lr 0.000979] [CE 4.562 (4.513)] [KD 4.720 (4.751)] +2024-10-13 08:16:43,645 - Train: 61.76% [772600/1251000] [617.6/1000.0] [batch_t 0.148 (0.156)] [data_t 0.006] [optim_t 0.143] [lr 0.000979] [CE 4.792 (4.585)] [KD 4.890 (4.820)] +2024-10-13 08:16:51,125 - Train: 61.76% [772650/1251000] [617.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000979] [CE 4.705 (4.528)] [KD 4.636 (4.715)] +2024-10-13 08:16:58,723 - Train: 61.77% [772700/1251000] [617.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000978] [CE 4.918 (4.649)] [KD 5.060 (4.814)] +2024-10-13 08:17:06,721 - Train: 61.77% [772750/1251000] [617.7/1000.0] [batch_t 0.149 (0.160)] [data_t 0.005] [optim_t 0.144] [lr 0.000978] [CE 4.331 (4.538)] [KD 4.551 (4.775)] +2024-10-13 08:17:14,220 - Train: 61.77% [772800/1251000] [617.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000978] [CE 4.714 (4.551)] [KD 4.872 (4.795)] +2024-10-13 08:17:21,873 - Train: 61.78% [772850/1251000] [617.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.000978] [CE 5.011 (4.596)] [KD 5.304 (4.833)] +2024-10-13 08:17:29,657 - Train: 61.78% [772900/1251000] [617.8/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.000978] [CE 4.406 (4.550)] [KD 4.608 (4.779)] +2024-10-13 08:17:37,165 - Train: 61.79% [772950/1251000] [617.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000978] [CE 4.418 (4.568)] [KD 4.882 (4.730)] +2024-10-13 08:17:44,713 - Train: 61.79% [773000/1251000] [617.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000977] [CE 4.404 (4.503)] [KD 4.851 (4.731)] +2024-10-13 08:17:52,167 - Train: 61.79% [773050/1251000] [617.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000977] [CE 4.169 (4.572)] [KD 4.654 (4.779)] +2024-10-13 08:17:59,743 - Train: 61.80% [773100/1251000] [618.0/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000977] [CE 4.231 (4.506)] [KD 4.745 (4.793)] +2024-10-13 08:18:08,387 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 33938] [top5_cnt 44249] [top_all 50000] +2024-10-13 08:18:08,388 - net: 67.876 (88.498) +2024-10-13 08:18:14,258 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 36312] [top5_cnt 45478] [top_all 50000] +2024-10-13 08:18:14,258 - net_E: 72.624 (90.956) +2024-10-13 08:18:14,420 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.624 (epoch: 618)] +2024-10-13 08:18:14,420 - ==> Total time: 1 day, 10:31:05 Eta: 21:20:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 08:18:23,547 - Train: 61.80% [773150/1251000] [618.0/1000.0] [batch_t 0.148 (0.177)] [data_t 0.004] [optim_t 0.144] [lr 0.000977] [CE 4.926 (4.590)] [KD 4.942 (4.793)] +2024-10-13 08:18:31,063 - Train: 61.81% [773200/1251000] [618.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.000977] [CE 4.996 (4.548)] [KD 4.737 (4.749)] +2024-10-13 08:18:38,896 - Train: 61.81% [773250/1251000] [618.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000977] [CE 4.361 (4.575)] [KD 4.846 (4.832)] +2024-10-13 08:18:46,596 - Train: 61.81% [773300/1251000] [618.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000976] [CE 4.788 (4.596)] [KD 5.223 (4.832)] +2024-10-13 08:18:54,229 - Train: 61.82% [773350/1251000] [618.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000976] [CE 4.439 (4.535)] [KD 4.584 (4.711)] +2024-10-13 08:19:01,703 - Train: 61.82% [773400/1251000] [618.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000976] [CE 4.143 (4.554)] [KD 4.651 (4.751)] +2024-10-13 08:19:09,589 - Train: 61.83% [773450/1251000] [618.3/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000976] [CE 4.669 (4.559)] [KD 4.485 (4.760)] +2024-10-13 08:19:17,048 - Train: 61.83% [773500/1251000] [618.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000976] [CE 4.588 (4.488)] [KD 5.087 (4.720)] +2024-10-13 08:19:24,876 - Train: 61.83% [773550/1251000] [618.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000976] [CE 4.593 (4.579)] [KD 4.878 (4.752)] +2024-10-13 08:19:32,383 - Train: 61.84% [773600/1251000] [618.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000975] [CE 4.311 (4.524)] [KD 4.760 (4.838)] +2024-10-13 08:19:39,889 - Train: 61.84% [773650/1251000] [618.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000975] [CE 4.900 (4.604)] [KD 5.188 (4.793)] +2024-10-13 08:19:47,624 - Train: 61.85% [773700/1251000] [618.5/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000975] [CE 4.659 (4.557)] [KD 5.041 (4.793)] +2024-10-13 08:19:55,459 - Train: 61.85% [773750/1251000] [618.5/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000975] [CE 4.121 (4.558)] [KD 4.641 (4.868)] +2024-10-13 08:20:03,044 - Train: 61.85% [773800/1251000] [618.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000975] [CE 4.838 (4.562)] [KD 4.829 (4.766)] +2024-10-13 08:20:10,673 - Train: 61.86% [773850/1251000] [618.6/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000974] [CE 4.351 (4.553)] [KD 4.944 (4.783)] +2024-10-13 08:20:18,090 - Train: 61.86% [773900/1251000] [618.6/1000.0] [batch_t 0.153 (0.148)] [data_t 0.004] [optim_t 0.149] [lr 0.000974] [CE 4.942 (4.640)] [KD 4.685 (4.823)] +2024-10-13 08:20:25,676 - Train: 61.87% [773950/1251000] [618.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000974] [CE 4.368 (4.579)] [KD 4.674 (4.805)] +2024-10-13 08:20:33,494 - Train: 61.87% [774000/1251000] [618.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000974] [CE 4.756 (4.486)] [KD 4.963 (4.793)] +2024-10-13 08:20:40,968 - Train: 61.87% [774050/1251000] [618.7/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.000974] [CE 5.163 (4.600)] [KD 5.057 (4.793)] +2024-10-13 08:20:48,551 - Train: 61.88% [774100/1251000] [618.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000974] [CE 4.597 (4.616)] [KD 4.743 (4.828)] +2024-10-13 08:20:56,149 - Train: 61.88% [774150/1251000] [618.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000973] [CE 4.573 (4.608)] [KD 4.699 (4.834)] +2024-10-13 08:21:04,011 - Train: 61.89% [774200/1251000] [618.9/1000.0] [batch_t 0.154 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.000973] [CE 4.298 (4.559)] [KD 4.766 (4.741)] +2024-10-13 08:21:11,588 - Train: 61.89% [774250/1251000] [618.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000973] [CE 4.432 (4.606)] [KD 4.339 (4.828)] +2024-10-13 08:21:19,390 - Train: 61.89% [774300/1251000] [618.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.007] [optim_t 0.143] [lr 0.000973] [CE 4.998 (4.602)] [KD 4.898 (4.833)] +2024-10-13 08:21:26,852 - Train: 61.90% [774350/1251000] [619.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000973] [CE 4.324 (4.591)] [KD 4.587 (4.811)] +2024-10-13 08:21:35,406 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 33396] [top5_cnt 43780] [top_all 50000] +2024-10-13 08:21:35,406 - net: 66.792 (87.560) +2024-10-13 08:21:41,254 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 36276] [top5_cnt 45472] [top_all 50000] +2024-10-13 08:21:41,254 - net_E: 72.552 (90.944) +2024-10-13 08:21:41,414 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.624 (epoch: 618)] +2024-10-13 08:21:41,414 - ==> Total time: 1 day, 10:34:32 Eta: 21:16:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 08:21:48,450 - Train: 61.90% [774400/1251000] [619.0/1000.0] [batch_t 0.148 (0.167)] [data_t 0.004] [optim_t 0.144] [lr 0.000973] [CE 4.863 (4.524)] [KD 4.913 (4.719)] +2024-10-13 08:21:56,075 - Train: 61.91% [774450/1251000] [619.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000972] [CE 4.578 (4.605)] [KD 5.182 (4.780)] +2024-10-13 08:22:03,698 - Train: 61.91% [774500/1251000] [619.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000972] [CE 4.161 (4.569)] [KD 4.909 (4.741)] +2024-10-13 08:22:11,327 - Train: 61.91% [774550/1251000] [619.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000972] [CE 4.832 (4.579)] [KD 5.144 (4.748)] +2024-10-13 08:22:18,761 - Train: 61.92% [774600/1251000] [619.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.000972] [CE 4.439 (4.656)] [KD 4.792 (4.805)] +2024-10-13 08:22:26,478 - Train: 61.92% [774650/1251000] [619.2/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000972] [CE 4.889 (4.509)] [KD 5.123 (4.727)] +2024-10-13 08:22:34,118 - Train: 61.93% [774700/1251000] [619.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000972] [CE 4.772 (4.547)] [KD 4.732 (4.766)] +2024-10-13 08:22:41,702 - Train: 61.93% [774750/1251000] [619.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000971] [CE 4.155 (4.566)] [KD 4.524 (4.776)] +2024-10-13 08:22:49,426 - Train: 61.93% [774800/1251000] [619.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000971] [CE 4.782 (4.538)] [KD 4.832 (4.740)] +2024-10-13 08:22:57,031 - Train: 61.94% [774850/1251000] [619.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000971] [CE 4.373 (4.451)] [KD 4.662 (4.704)] +2024-10-13 08:23:04,632 - Train: 61.94% [774900/1251000] [619.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000971] [CE 4.434 (4.573)] [KD 4.645 (4.814)] +2024-10-13 08:23:12,122 - Train: 61.95% [774950/1251000] [619.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000971] [CE 4.187 (4.585)] [KD 4.355 (4.777)] +2024-10-13 08:23:19,726 - Train: 61.95% [775000/1251000] [619.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000970] [CE 4.118 (4.557)] [KD 4.554 (4.781)] +2024-10-13 08:23:27,581 - Train: 61.95% [775050/1251000] [619.5/1000.0] [batch_t 0.146 (0.157)] [data_t 0.004] [optim_t 0.142] [lr 0.000970] [CE 4.546 (4.612)] [KD 4.621 (4.796)] +2024-10-13 08:23:35,320 - Train: 61.96% [775100/1251000] [619.6/1000.0] [batch_t 0.308 (0.155)] [data_t 0.006] [optim_t 0.302] [lr 0.000970] [CE 4.635 (4.547)] [KD 4.876 (4.787)] +2024-10-13 08:23:42,778 - Train: 61.96% [775150/1251000] [619.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000970] [CE 4.241 (4.558)] [KD 4.738 (4.820)] +2024-10-13 08:23:50,393 - Train: 61.97% [775200/1251000] [619.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000970] [CE 4.329 (4.562)] [KD 4.607 (4.790)] +2024-10-13 08:23:57,989 - Train: 61.97% [775250/1251000] [619.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000970] [CE 4.753 (4.598)] [KD 4.781 (4.785)] +2024-10-13 08:24:05,682 - Train: 61.97% [775300/1251000] [619.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000969] [CE 4.388 (4.561)] [KD 4.715 (4.803)] +2024-10-13 08:24:13,385 - Train: 61.98% [775350/1251000] [619.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000969] [CE 4.575 (4.533)] [KD 4.728 (4.777)] +2024-10-13 08:24:20,992 - Train: 61.98% [775400/1251000] [619.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000969] [CE 4.104 (4.593)] [KD 4.693 (4.818)] +2024-10-13 08:24:28,611 - Train: 61.99% [775450/1251000] [619.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.006] [optim_t 0.146] [lr 0.000969] [CE 4.780 (4.544)] [KD 4.982 (4.803)] +2024-10-13 08:24:36,277 - Train: 61.99% [775500/1251000] [619.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.006] [optim_t 0.146] [lr 0.000969] [CE 4.402 (4.556)] [KD 4.640 (4.691)] +2024-10-13 08:24:43,795 - Train: 61.99% [775550/1251000] [619.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000969] [CE 5.020 (4.516)] [KD 4.802 (4.646)] +2024-10-13 08:24:51,362 - Train: 62.00% [775600/1251000] [620.0/1000.0] [batch_t 0.272 (0.151)] [data_t 0.005] [optim_t 0.267] [lr 0.000968] [CE 4.608 (4.563)] [KD 4.740 (4.780)] +2024-10-13 08:25:00,028 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 33838] [top5_cnt 44117] [top_all 50000] +2024-10-13 08:25:00,028 - net: 67.676 (88.234) +2024-10-13 08:25:05,868 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 36287] [top5_cnt 45468] [top_all 50000] +2024-10-13 08:25:05,869 - net_E: 72.574 (90.936) +2024-10-13 08:25:06,037 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.624 (epoch: 618)] +2024-10-13 08:25:06,038 - ==> Total time: 1 day, 10:37:57 Eta: 21:13:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 08:25:12,774 - Train: 62.00% [775650/1251000] [620.0/1000.0] [batch_t 0.146 (0.166)] [data_t 0.003] [optim_t 0.144] [lr 0.000968] [CE 4.948 (4.581)] [KD 5.002 (4.793)] +2024-10-13 08:25:20,546 - Train: 62.01% [775700/1251000] [620.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000968] [CE 4.544 (4.480)] [KD 4.753 (4.692)] +2024-10-13 08:25:28,146 - Train: 62.01% [775750/1251000] [620.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000968] [CE 4.859 (4.604)] [KD 4.881 (4.759)] +2024-10-13 08:25:35,626 - Train: 62.01% [775800/1251000] [620.1/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.000968] [CE 4.483 (4.613)] [KD 4.817 (4.792)] +2024-10-13 08:25:43,079 - Train: 62.02% [775850/1251000] [620.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000968] [CE 4.218 (4.571)] [KD 4.562 (4.741)] +2024-10-13 08:25:50,863 - Train: 62.02% [775900/1251000] [620.2/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.000967] [CE 4.831 (4.590)] [KD 4.742 (4.733)] +2024-10-13 08:25:58,439 - Train: 62.03% [775950/1251000] [620.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000967] [CE 4.394 (4.532)] [KD 4.707 (4.765)] +2024-10-13 08:26:06,052 - Train: 62.03% [776000/1251000] [620.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000967] [CE 4.668 (4.617)] [KD 4.575 (4.764)] +2024-10-13 08:26:13,638 - Train: 62.03% [776050/1251000] [620.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000967] [CE 4.343 (4.524)] [KD 4.531 (4.699)] +2024-10-13 08:26:21,171 - Train: 62.04% [776100/1251000] [620.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000967] [CE 4.584 (4.569)] [KD 4.761 (4.733)] +2024-10-13 08:26:28,857 - Train: 62.04% [776150/1251000] [620.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000967] [CE 4.096 (4.625)] [KD 4.712 (4.755)] +2024-10-13 08:26:36,542 - Train: 62.05% [776200/1251000] [620.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000966] [CE 4.261 (4.552)] [KD 4.461 (4.765)] +2024-10-13 08:26:44,135 - Train: 62.05% [776250/1251000] [620.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000966] [CE 4.597 (4.539)] [KD 4.703 (4.818)] +2024-10-13 08:26:51,605 - Train: 62.05% [776300/1251000] [620.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000966] [CE 4.786 (4.551)] [KD 4.923 (4.817)] +2024-10-13 08:26:59,208 - Train: 62.06% [776350/1251000] [620.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000966] [CE 4.567 (4.539)] [KD 4.746 (4.747)] +2024-10-13 08:27:06,881 - Train: 62.06% [776400/1251000] [620.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000966] [CE 4.888 (4.553)] [KD 4.601 (4.766)] +2024-10-13 08:27:14,629 - Train: 62.07% [776450/1251000] [620.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000965] [CE 4.534 (4.629)] [KD 4.638 (4.798)] +2024-10-13 08:27:22,517 - Train: 62.07% [776500/1251000] [620.7/1000.0] [batch_t 0.147 (0.158)] [data_t 0.005] [optim_t 0.142] [lr 0.000965] [CE 4.408 (4.620)] [KD 4.568 (4.808)] +2024-10-13 08:27:30,048 - Train: 62.07% [776550/1251000] [620.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000965] [CE 4.276 (4.568)] [KD 4.593 (4.775)] +2024-10-13 08:27:37,783 - Train: 62.08% [776600/1251000] [620.8/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000965] [CE 4.003 (4.489)] [KD 4.526 (4.743)] +2024-10-13 08:27:45,518 - Train: 62.08% [776650/1251000] [620.8/1000.0] [batch_t 0.155 (0.155)] [data_t 0.005] [optim_t 0.150] [lr 0.000965] [CE 4.339 (4.531)] [KD 4.512 (4.685)] +2024-10-13 08:27:52,962 - Train: 62.09% [776700/1251000] [620.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000965] [CE 4.598 (4.538)] [KD 4.741 (4.752)] +2024-10-13 08:28:00,571 - Train: 62.09% [776750/1251000] [620.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000964] [CE 4.838 (4.499)] [KD 4.915 (4.711)] +2024-10-13 08:28:08,444 - Train: 62.09% [776800/1251000] [620.9/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000964] [CE 4.732 (4.574)] [KD 4.945 (4.743)] +2024-10-13 08:28:16,058 - Train: 62.10% [776850/1251000] [621.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000964] [CE 4.606 (4.555)] [KD 4.991 (4.803)] +2024-10-13 08:28:24,951 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 33310] [top5_cnt 43634] [top_all 50000] +2024-10-13 08:28:24,951 - net: 66.620 (87.268) +2024-10-13 08:28:30,729 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 36283] [top5_cnt 45493] [top_all 50000] +2024-10-13 08:28:30,729 - net_E: 72.566 (90.986) +2024-10-13 08:28:30,869 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.624 (epoch: 618)] +2024-10-13 08:28:30,869 - ==> Total time: 1 day, 10:41:21 Eta: 21:10:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 08:28:37,798 - Train: 62.10% [776900/1251000] [621.0/1000.0] [batch_t 0.147 (0.166)] [data_t 0.003] [optim_t 0.144] [lr 0.000964] [CE 4.690 (4.604)] [KD 4.751 (4.755)] +2024-10-13 08:28:45,417 - Train: 62.11% [776950/1251000] [621.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.000964] [CE 4.391 (4.536)] [KD 4.931 (4.755)] +2024-10-13 08:28:52,997 - Train: 62.11% [777000/1251000] [621.1/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.000964] [CE 5.102 (4.558)] [KD 5.292 (4.719)] +2024-10-13 08:29:00,802 - Train: 62.11% [777050/1251000] [621.1/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.000963] [CE 5.080 (4.617)] [KD 5.027 (4.879)] +2024-10-13 08:29:08,675 - Train: 62.12% [777100/1251000] [621.2/1000.0] [batch_t 0.164 (0.157)] [data_t 0.005] [optim_t 0.159] [lr 0.000963] [CE 4.610 (4.574)] [KD 4.737 (4.779)] +2024-10-13 08:29:16,517 - Train: 62.12% [777150/1251000] [621.2/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000963] [CE 4.575 (4.605)] [KD 4.799 (4.824)] +2024-10-13 08:29:24,019 - Train: 62.13% [777200/1251000] [621.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000963] [CE 4.252 (4.550)] [KD 4.603 (4.727)] +2024-10-13 08:29:31,519 - Train: 62.13% [777250/1251000] [621.3/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.000963] [CE 4.927 (4.591)] [KD 4.920 (4.769)] +2024-10-13 08:29:39,278 - Train: 62.13% [777300/1251000] [621.3/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000963] [CE 4.383 (4.603)] [KD 4.818 (4.863)] +2024-10-13 08:29:46,926 - Train: 62.14% [777350/1251000] [621.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000962] [CE 4.326 (4.582)] [KD 4.615 (4.772)] +2024-10-13 08:29:54,631 - Train: 62.14% [777400/1251000] [621.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000962] [CE 4.039 (4.585)] [KD 4.539 (4.767)] +2024-10-13 08:30:02,205 - Train: 62.15% [777450/1251000] [621.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000962] [CE 4.236 (4.565)] [KD 4.544 (4.707)] +2024-10-13 08:30:09,714 - Train: 62.15% [777500/1251000] [621.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000962] [CE 4.649 (4.559)] [KD 4.692 (4.798)] +2024-10-13 08:30:17,290 - Train: 62.15% [777550/1251000] [621.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000962] [CE 4.915 (4.633)] [KD 4.916 (4.813)] +2024-10-13 08:30:24,951 - Train: 62.16% [777600/1251000] [621.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000961] [CE 4.804 (4.571)] [KD 5.097 (4.837)] +2024-10-13 08:30:32,525 - Train: 62.16% [777650/1251000] [621.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000961] [CE 4.732 (4.528)] [KD 4.747 (4.733)] +2024-10-13 08:30:40,145 - Train: 62.17% [777700/1251000] [621.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000961] [CE 4.247 (4.618)] [KD 4.450 (4.810)] +2024-10-13 08:30:47,771 - Train: 62.17% [777750/1251000] [621.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000961] [CE 5.111 (4.636)] [KD 5.000 (4.816)] +2024-10-13 08:30:55,341 - Train: 62.17% [777800/1251000] [621.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.006] [optim_t 0.148] [lr 0.000961] [CE 4.881 (4.585)] [KD 4.893 (4.754)] +2024-10-13 08:31:02,949 - Train: 62.18% [777850/1251000] [621.8/1000.0] [batch_t 0.161 (0.152)] [data_t 0.005] [optim_t 0.156] [lr 0.000961] [CE 4.675 (4.523)] [KD 4.432 (4.707)] +2024-10-13 08:31:10,616 - Train: 62.18% [777900/1251000] [621.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000960] [CE 5.076 (4.643)] [KD 5.226 (4.876)] +2024-10-13 08:31:18,239 - Train: 62.19% [777950/1251000] [621.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000960] [CE 4.881 (4.598)] [KD 4.833 (4.837)] +2024-10-13 08:31:25,845 - Train: 62.19% [778000/1251000] [621.9/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000960] [CE 5.043 (4.632)] [KD 4.927 (4.806)] +2024-10-13 08:31:33,399 - Train: 62.19% [778050/1251000] [621.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000960] [CE 4.371 (4.478)] [KD 4.832 (4.721)] +2024-10-13 08:31:40,849 - Train: 62.20% [778100/1251000] [622.0/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000960] [CE 4.647 (4.552)] [KD 4.834 (4.778)] +2024-10-13 08:31:49,708 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 33277] [top5_cnt 43748] [top_all 50000] +2024-10-13 08:31:49,708 - net: 66.554 (87.496) +2024-10-13 08:31:55,382 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.101)] [top1_cnt 36279] [top5_cnt 45476] [top_all 50000] +2024-10-13 08:31:55,382 - net_E: 72.558 (90.952) +2024-10-13 08:31:55,535 - Max [top1: 68.168 (epoch: 581)] [top1-ema: 72.624 (epoch: 618)] +2024-10-13 08:31:55,535 - ==> Total time: 1 day, 10:44:46 Eta: 21:06:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 08:32:02,165 - Train: 62.20% [778150/1251000] [622.0/1000.0] [batch_t 0.157 (0.173)] [data_t 0.006] [optim_t 0.151] [lr 0.000960] [CE 4.504 (4.610)] [KD 4.691 (4.823)] +2024-10-13 08:32:09,968 - Train: 62.21% [778200/1251000] [622.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000959] [CE 5.009 (4.586)] [KD 4.841 (4.738)] +2024-10-13 08:32:17,513 - Train: 62.21% [778250/1251000] [622.1/1000.0] [batch_t 0.155 (0.151)] [data_t 0.006] [optim_t 0.149] [lr 0.000959] [CE 4.455 (4.515)] [KD 4.517 (4.766)] +2024-10-13 08:32:25,349 - Train: 62.21% [778300/1251000] [622.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000959] [CE 4.946 (4.463)] [KD 4.944 (4.649)] +2024-10-13 08:32:32,846 - Train: 62.22% [778350/1251000] [622.2/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.000959] [CE 4.698 (4.557)] [KD 4.746 (4.763)] +2024-10-13 08:32:40,505 - Train: 62.22% [778400/1251000] [622.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.000959] [CE 4.204 (4.569)] [KD 4.761 (4.796)] +2024-10-13 08:32:48,137 - Train: 62.23% [778450/1251000] [622.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000959] [CE 4.032 (4.529)] [KD 4.364 (4.734)] +2024-10-13 08:32:55,706 - Train: 62.23% [778500/1251000] [622.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000958] [CE 4.909 (4.533)] [KD 5.095 (4.758)] +2024-10-13 08:33:03,234 - Train: 62.23% [778550/1251000] [622.3/1000.0] [batch_t 0.158 (0.150)] [data_t 0.003] [optim_t 0.155] [lr 0.000958] [CE 5.093 (4.569)] [KD 4.953 (4.751)] +2024-10-13 08:33:10,839 - Train: 62.24% [778600/1251000] [622.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000958] [CE 5.022 (4.548)] [KD 4.905 (4.760)] +2024-10-13 08:33:18,630 - Train: 62.24% [778650/1251000] [622.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.000958] [CE 4.866 (4.585)] [KD 4.934 (4.714)] +2024-10-13 08:33:26,492 - Train: 62.25% [778700/1251000] [622.5/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000958] [CE 4.442 (4.543)] [KD 4.581 (4.773)] +2024-10-13 08:33:34,174 - Train: 62.25% [778750/1251000] [622.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.007] [optim_t 0.143] [lr 0.000958] [CE 4.359 (4.620)] [KD 4.696 (4.745)] +2024-10-13 08:33:41,642 - Train: 62.25% [778800/1251000] [622.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.007] [optim_t 0.142] [lr 0.000957] [CE 4.544 (4.510)] [KD 4.752 (4.728)] +2024-10-13 08:33:49,083 - Train: 62.26% [778850/1251000] [622.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000957] [CE 4.612 (4.540)] [KD 4.705 (4.702)] +2024-10-13 08:33:56,538 - Train: 62.26% [778900/1251000] [622.6/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.000957] [CE 4.325 (4.592)] [KD 4.798 (4.761)] +2024-10-13 08:34:03,971 - Train: 62.27% [778950/1251000] [622.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000957] [CE 4.021 (4.585)] [KD 4.583 (4.780)] +2024-10-13 08:34:11,729 - Train: 62.27% [779000/1251000] [622.7/1000.0] [batch_t 0.159 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000957] [CE 4.569 (4.562)] [KD 4.752 (4.736)] +2024-10-13 08:34:19,471 - Train: 62.27% [779050/1251000] [622.7/1000.0] [batch_t 0.283 (0.155)] [data_t 0.004] [optim_t 0.279] [lr 0.000956] [CE 4.853 (4.575)] [KD 4.832 (4.790)] +2024-10-13 08:34:27,340 - Train: 62.28% [779100/1251000] [622.8/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000956] [CE 5.057 (4.580)] [KD 4.826 (4.727)] +2024-10-13 08:34:34,958 - Train: 62.28% [779150/1251000] [622.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.000956] [CE 4.184 (4.517)] [KD 4.449 (4.716)] +2024-10-13 08:34:42,420 - Train: 62.29% [779200/1251000] [622.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000956] [CE 4.933 (4.702)] [KD 4.880 (4.796)] +2024-10-13 08:34:49,777 - Train: 62.29% [779250/1251000] [622.9/1000.0] [batch_t 0.144 (0.147)] [data_t 0.004] [optim_t 0.140] [lr 0.000956] [CE 4.572 (4.522)] [KD 4.824 (4.744)] +2024-10-13 08:34:57,271 - Train: 62.29% [779300/1251000] [622.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000956] [CE 4.272 (4.529)] [KD 4.636 (4.729)] +2024-10-13 08:35:04,805 - Train: 62.30% [779350/1251000] [623.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000955] [CE 4.666 (4.551)] [KD 4.824 (4.740)] +2024-10-13 08:35:13,720 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 34111] [top5_cnt 44212] [top_all 50000] +2024-10-13 08:35:13,720 - net: 68.222 (88.424) +2024-10-13 08:35:19,557 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 36337] [top5_cnt 45476] [top_all 50000] +2024-10-13 08:35:19,557 - net_E: 72.674 (90.952) +2024-10-13 08:35:19,698 - Max [top1: 68.222 (epoch: 623)] [top1-ema: 72.674 (epoch: 623)] +2024-10-13 08:35:19,698 - ==> Total time: 1 day, 10:48:10 Eta: 21:03:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 08:35:28,228 - Train: 62.30% [779400/1251000] [623.0/1000.0] [batch_t 0.150 (0.167)] [data_t 0.005] [optim_t 0.145] [lr 0.000955] [CE 5.133 (4.551)] [KD 5.247 (4.697)] +2024-10-13 08:35:36,075 - Train: 62.31% [779450/1251000] [623.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.006] [optim_t 0.144] [lr 0.000955] [CE 5.006 (4.521)] [KD 4.908 (4.657)] +2024-10-13 08:35:43,651 - Train: 62.31% [779500/1251000] [623.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000955] [CE 4.706 (4.559)] [KD 4.663 (4.711)] +2024-10-13 08:35:51,431 - Train: 62.31% [779550/1251000] [623.1/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000955] [CE 4.833 (4.581)] [KD 4.863 (4.785)] +2024-10-13 08:35:58,896 - Train: 62.32% [779600/1251000] [623.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000955] [CE 4.660 (4.647)] [KD 4.804 (4.841)] +2024-10-13 08:36:06,475 - Train: 62.32% [779650/1251000] [623.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000954] [CE 4.202 (4.595)] [KD 4.297 (4.714)] +2024-10-13 08:36:13,946 - Train: 62.33% [779700/1251000] [623.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000954] [CE 4.819 (4.555)] [KD 4.759 (4.751)] +2024-10-13 08:36:21,560 - Train: 62.33% [779750/1251000] [623.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000954] [CE 4.316 (4.579)] [KD 4.785 (4.739)] +2024-10-13 08:36:29,177 - Train: 62.33% [779800/1251000] [623.3/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000954] [CE 4.651 (4.558)] [KD 4.639 (4.723)] +2024-10-13 08:36:37,037 - Train: 62.34% [779850/1251000] [623.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000954] [CE 4.886 (4.575)] [KD 4.831 (4.770)] +2024-10-13 08:36:44,770 - Train: 62.34% [779900/1251000] [623.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000954] [CE 4.090 (4.546)] [KD 4.649 (4.774)] +2024-10-13 08:36:52,369 - Train: 62.35% [779950/1251000] [623.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000953] [CE 4.638 (4.496)] [KD 4.469 (4.716)] +2024-10-13 08:36:59,850 - Train: 62.35% [780000/1251000] [623.5/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000953] [CE 4.546 (4.545)] [KD 4.764 (4.736)] +2024-10-13 08:37:07,468 - Train: 62.35% [780050/1251000] [623.5/1000.0] [batch_t 0.271 (0.152)] [data_t 0.005] [optim_t 0.266] [lr 0.000953] [CE 4.377 (4.571)] [KD 4.673 (4.786)] +2024-10-13 08:37:14,965 - Train: 62.36% [780100/1251000] [623.6/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.000953] [CE 4.267 (4.564)] [KD 4.684 (4.774)] +2024-10-13 08:37:22,609 - Train: 62.36% [780150/1251000] [623.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.000953] [CE 4.597 (4.561)] [KD 4.777 (4.713)] +2024-10-13 08:37:30,404 - Train: 62.37% [780200/1251000] [623.7/1000.0] [batch_t 0.265 (0.156)] [data_t 0.004] [optim_t 0.261] [lr 0.000952] [CE 4.735 (4.519)] [KD 5.207 (4.736)] +2024-10-13 08:37:37,925 - Train: 62.37% [780250/1251000] [623.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000952] [CE 5.001 (4.561)] [KD 4.959 (4.750)] +2024-10-13 08:37:45,449 - Train: 62.37% [780300/1251000] [623.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000952] [CE 4.445 (4.545)] [KD 4.852 (4.753)] +2024-10-13 08:37:52,961 - Train: 62.38% [780350/1251000] [623.8/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.000952] [CE 4.470 (4.533)] [KD 4.597 (4.743)] +2024-10-13 08:38:00,496 - Train: 62.38% [780400/1251000] [623.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.002] [optim_t 0.146] [lr 0.000952] [CE 5.149 (4.561)] [KD 5.443 (4.845)] +2024-10-13 08:38:08,146 - Train: 62.39% [780450/1251000] [623.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000952] [CE 4.889 (4.581)] [KD 4.586 (4.818)] +2024-10-13 08:38:15,655 - Train: 62.39% [780500/1251000] [623.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000951] [CE 4.084 (4.609)] [KD 4.770 (4.750)] +2024-10-13 08:38:23,081 - Train: 62.39% [780550/1251000] [623.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.000951] [CE 4.704 (4.620)] [KD 4.827 (4.786)] +2024-10-13 08:38:30,601 - Train: 62.40% [780600/1251000] [624.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000951] [CE 4.517 (4.594)] [KD 4.659 (4.770)] +2024-10-13 08:38:39,799 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 34045] [top5_cnt 44225] [top_all 50000] +2024-10-13 08:38:39,800 - net: 68.090 (88.450) +2024-10-13 08:38:45,526 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.102)] [top1_cnt 36326] [top5_cnt 45469] [top_all 50000] +2024-10-13 08:38:45,526 - net_E: 72.652 (90.938) +2024-10-13 08:38:45,685 - Max [top1: 68.222 (epoch: 623)] [top1-ema: 72.674 (epoch: 623)] +2024-10-13 08:38:45,686 - ==> Total time: 1 day, 10:51:36 Eta: 21:00:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 08:38:51,647 - Train: 62.40% [780650/1251000] [624.0/1000.0] [batch_t 0.146 (0.171)] [data_t 0.005] [optim_t 0.142] [lr 0.000951] [CE 4.168 (4.610)] [KD 4.875 (4.726)] +2024-10-13 08:38:59,327 - Train: 62.41% [780700/1251000] [624.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000951] [CE 4.395 (4.567)] [KD 4.361 (4.776)] +2024-10-13 08:39:06,953 - Train: 62.41% [780750/1251000] [624.1/1000.0] [batch_t 0.160 (0.152)] [data_t 0.003] [optim_t 0.157] [lr 0.000951] [CE 4.507 (4.582)] [KD 4.795 (4.738)] +2024-10-13 08:39:14,538 - Train: 62.41% [780800/1251000] [624.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000950] [CE 4.086 (4.587)] [KD 4.483 (4.727)] +2024-10-13 08:39:22,114 - Train: 62.42% [780850/1251000] [624.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000950] [CE 4.379 (4.513)] [KD 4.612 (4.734)] +2024-10-13 08:39:29,719 - Train: 62.42% [780900/1251000] [624.2/1000.0] [batch_t 0.143 (0.152)] [data_t 0.004] [optim_t 0.139] [lr 0.000950] [CE 4.828 (4.603)] [KD 4.770 (4.832)] +2024-10-13 08:39:37,136 - Train: 62.43% [780950/1251000] [624.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000950] [CE 4.301 (4.644)] [KD 4.792 (4.873)] +2024-10-13 08:39:44,620 - Train: 62.43% [781000/1251000] [624.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000950] [CE 4.478 (4.637)] [KD 4.980 (4.830)] +2024-10-13 08:39:52,239 - Train: 62.43% [781050/1251000] [624.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.007] [optim_t 0.142] [lr 0.000950] [CE 4.794 (4.624)] [KD 4.944 (4.794)] +2024-10-13 08:40:00,080 - Train: 62.44% [781100/1251000] [624.4/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.000949] [CE 4.646 (4.477)] [KD 4.499 (4.751)] +2024-10-13 08:40:07,568 - Train: 62.44% [781150/1251000] [624.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000949] [CE 3.978 (4.478)] [KD 4.445 (4.687)] +2024-10-13 08:40:15,388 - Train: 62.45% [781200/1251000] [624.5/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000949] [CE 4.456 (4.596)] [KD 4.610 (4.806)] +2024-10-13 08:40:22,956 - Train: 62.45% [781250/1251000] [624.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000949] [CE 4.288 (4.559)] [KD 4.638 (4.797)] +2024-10-13 08:40:30,579 - Train: 62.45% [781300/1251000] [624.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000949] [CE 4.485 (4.578)] [KD 4.644 (4.751)] +2024-10-13 08:40:38,032 - Train: 62.46% [781350/1251000] [624.6/1000.0] [batch_t 0.145 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.000949] [CE 4.798 (4.606)] [KD 4.706 (4.734)] +2024-10-13 08:40:45,624 - Train: 62.46% [781400/1251000] [624.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000948] [CE 4.704 (4.548)] [KD 4.703 (4.723)] +2024-10-13 08:40:53,208 - Train: 62.47% [781450/1251000] [624.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.000948] [CE 4.409 (4.523)] [KD 4.525 (4.646)] +2024-10-13 08:41:00,902 - Train: 62.47% [781500/1251000] [624.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000948] [CE 4.920 (4.609)] [KD 5.315 (4.790)] +2024-10-13 08:41:08,626 - Train: 62.47% [781550/1251000] [624.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000948] [CE 4.510 (4.589)] [KD 4.820 (4.797)] +2024-10-13 08:41:16,224 - Train: 62.48% [781600/1251000] [624.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000948] [CE 4.563 (4.606)] [KD 4.812 (4.763)] +2024-10-13 08:41:24,009 - Train: 62.48% [781650/1251000] [624.8/1000.0] [batch_t 0.145 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.000947] [CE 4.627 (4.501)] [KD 4.662 (4.735)] +2024-10-13 08:41:31,440 - Train: 62.49% [781700/1251000] [624.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.000947] [CE 4.111 (4.489)] [KD 4.568 (4.703)] +2024-10-13 08:41:39,003 - Train: 62.49% [781750/1251000] [624.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000947] [CE 4.830 (4.533)] [KD 4.941 (4.746)] +2024-10-13 08:41:46,386 - Train: 62.49% [781800/1251000] [624.9/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.000947] [CE 4.615 (4.551)] [KD 4.472 (4.784)] +2024-10-13 08:41:53,830 - Train: 62.50% [781850/1251000] [625.0/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.000947] [CE 4.443 (4.573)] [KD 4.848 (4.763)] +2024-10-13 08:42:03,403 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 33836] [top5_cnt 44065] [top_all 50000] +2024-10-13 08:42:03,403 - net: 67.672 (88.130) +2024-10-13 08:42:09,252 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 36343] [top5_cnt 45485] [top_all 50000] +2024-10-13 08:42:09,252 - net_E: 72.686 (90.970) +2024-10-13 08:42:09,458 - Max [top1: 68.222 (epoch: 623)] [top1-ema: 72.686 (epoch: 625)] +2024-10-13 08:42:09,458 - ==> Total time: 1 day, 10:55:00 Eta: 20:57:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 08:42:16,132 - Train: 62.50% [781900/1251000] [625.0/1000.0] [batch_t 0.148 (0.170)] [data_t 0.004] [optim_t 0.145] [lr 0.000947] [CE 4.580 (4.431)] [KD 4.723 (4.639)] +2024-10-13 08:42:23,708 - Train: 62.51% [781950/1251000] [625.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.007] [optim_t 0.142] [lr 0.000946] [CE 4.558 (4.477)] [KD 4.731 (4.614)] +2024-10-13 08:42:31,313 - Train: 62.51% [782000/1251000] [625.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000946] [CE 4.143 (4.582)] [KD 4.480 (4.746)] +2024-10-13 08:42:39,088 - Train: 62.51% [782050/1251000] [625.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000946] [CE 4.384 (4.494)] [KD 4.593 (4.640)] +2024-10-13 08:42:46,561 - Train: 62.52% [782100/1251000] [625.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.000946] [CE 4.297 (4.490)] [KD 4.670 (4.681)] +2024-10-13 08:42:54,200 - Train: 62.52% [782150/1251000] [625.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000946] [CE 4.775 (4.593)] [KD 4.924 (4.831)] +2024-10-13 08:43:01,897 - Train: 62.53% [782200/1251000] [625.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000946] [CE 4.409 (4.551)] [KD 4.567 (4.767)] +2024-10-13 08:43:09,479 - Train: 62.53% [782250/1251000] [625.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.002] [optim_t 0.148] [lr 0.000945] [CE 4.709 (4.532)] [KD 5.152 (4.702)] +2024-10-13 08:43:16,972 - Train: 62.53% [782300/1251000] [625.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000945] [CE 4.438 (4.496)] [KD 4.479 (4.647)] +2024-10-13 08:43:24,816 - Train: 62.54% [782350/1251000] [625.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000945] [CE 4.830 (4.614)] [KD 4.865 (4.746)] +2024-10-13 08:43:32,438 - Train: 62.54% [782400/1251000] [625.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000945] [CE 4.515 (4.555)] [KD 4.509 (4.730)] +2024-10-13 08:43:40,087 - Train: 62.55% [782450/1251000] [625.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000945] [CE 4.267 (4.518)] [KD 4.583 (4.773)] +2024-10-13 08:43:47,793 - Train: 62.55% [782500/1251000] [625.5/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000945] [CE 3.912 (4.524)] [KD 4.544 (4.749)] +2024-10-13 08:43:55,349 - Train: 62.55% [782550/1251000] [625.5/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.000944] [CE 4.446 (4.532)] [KD 4.834 (4.814)] +2024-10-13 08:44:02,831 - Train: 62.56% [782600/1251000] [625.6/1000.0] [batch_t 0.160 (0.150)] [data_t 0.003] [optim_t 0.156] [lr 0.000944] [CE 4.351 (4.581)] [KD 4.691 (4.794)] +2024-10-13 08:44:10,310 - Train: 62.56% [782650/1251000] [625.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000944] [CE 4.198 (4.548)] [KD 4.530 (4.784)] +2024-10-13 08:44:17,787 - Train: 62.57% [782700/1251000] [625.7/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.000944] [CE 4.821 (4.623)] [KD 4.981 (4.771)] +2024-10-13 08:44:25,723 - Train: 62.57% [782750/1251000] [625.7/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000944] [CE 4.629 (4.558)] [KD 4.840 (4.747)] +2024-10-13 08:44:33,433 - Train: 62.57% [782800/1251000] [625.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000944] [CE 4.426 (4.517)] [KD 4.486 (4.741)] +2024-10-13 08:44:41,038 - Train: 62.58% [782850/1251000] [625.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000943] [CE 4.629 (4.534)] [KD 4.631 (4.666)] +2024-10-13 08:44:48,596 - Train: 62.58% [782900/1251000] [625.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.002] [optim_t 0.145] [lr 0.000943] [CE 4.593 (4.489)] [KD 4.649 (4.749)] +2024-10-13 08:44:56,006 - Train: 62.59% [782950/1251000] [625.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000943] [CE 4.910 (4.562)] [KD 4.767 (4.754)] +2024-10-13 08:45:03,610 - Train: 62.59% [783000/1251000] [625.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000943] [CE 4.829 (4.566)] [KD 5.145 (4.778)] +2024-10-13 08:45:11,281 - Train: 62.59% [783050/1251000] [625.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000943] [CE 4.512 (4.602)] [KD 4.653 (4.761)] +2024-10-13 08:45:18,721 - Train: 62.60% [783100/1251000] [626.0/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000943] [CE 4.242 (4.573)] [KD 4.611 (4.807)] +2024-10-13 08:45:28,135 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 33472] [top5_cnt 43838] [top_all 50000] +2024-10-13 08:45:28,136 - net: 66.944 (87.676) +2024-10-13 08:45:33,986 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 36333] [top5_cnt 45479] [top_all 50000] +2024-10-13 08:45:33,986 - net_E: 72.666 (90.958) +2024-10-13 08:45:34,149 - Max [top1: 68.222 (epoch: 623)] [top1-ema: 72.686 (epoch: 625)] +2024-10-13 08:45:34,149 - ==> Total time: 1 day, 10:58:25 Eta: 20:53:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 08:45:40,711 - Train: 62.60% [783150/1251000] [626.0/1000.0] [batch_t 0.146 (0.180)] [data_t 0.006] [optim_t 0.140] [lr 0.000942] [CE 4.666 (4.576)] [KD 4.720 (4.737)] +2024-10-13 08:45:48,333 - Train: 62.61% [783200/1251000] [626.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000942] [CE 4.675 (4.586)] [KD 4.619 (4.707)] +2024-10-13 08:45:55,986 - Train: 62.61% [783250/1251000] [626.1/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000942] [CE 4.411 (4.537)] [KD 4.611 (4.705)] +2024-10-13 08:46:03,739 - Train: 62.61% [783300/1251000] [626.1/1000.0] [batch_t 0.304 (0.155)] [data_t 0.003] [optim_t 0.301] [lr 0.000942] [CE 4.977 (4.599)] [KD 4.854 (4.770)] +2024-10-13 08:46:11,186 - Train: 62.62% [783350/1251000] [626.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000942] [CE 3.807 (4.478)] [KD 4.331 (4.655)] +2024-10-13 08:46:18,644 - Train: 62.62% [783400/1251000] [626.2/1000.0] [batch_t 0.153 (0.149)] [data_t 0.003] [optim_t 0.150] [lr 0.000941] [CE 4.481 (4.604)] [KD 4.468 (4.700)] +2024-10-13 08:46:26,102 - Train: 62.63% [783450/1251000] [626.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000941] [CE 4.322 (4.509)] [KD 4.576 (4.735)] +2024-10-13 08:46:33,683 - Train: 62.63% [783500/1251000] [626.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000941] [CE 4.279 (4.541)] [KD 4.608 (4.689)] +2024-10-13 08:46:41,314 - Train: 62.63% [783550/1251000] [626.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000941] [CE 4.803 (4.529)] [KD 4.852 (4.631)] +2024-10-13 08:46:49,349 - Train: 62.64% [783600/1251000] [626.4/1000.0] [batch_t 0.146 (0.161)] [data_t 0.004] [optim_t 0.143] [lr 0.000941] [CE 4.410 (4.536)] [KD 4.966 (4.703)] +2024-10-13 08:46:56,799 - Train: 62.64% [783650/1251000] [626.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000941] [CE 4.500 (4.583)] [KD 5.037 (4.785)] +2024-10-13 08:47:04,409 - Train: 62.65% [783700/1251000] [626.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000940] [CE 5.061 (4.541)] [KD 4.794 (4.771)] +2024-10-13 08:47:11,885 - Train: 62.65% [783750/1251000] [626.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.007] [optim_t 0.142] [lr 0.000940] [CE 4.763 (4.565)] [KD 4.650 (4.775)] +2024-10-13 08:47:19,338 - Train: 62.65% [783800/1251000] [626.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000940] [CE 4.408 (4.586)] [KD 4.501 (4.747)] +2024-10-13 08:47:26,959 - Train: 62.66% [783850/1251000] [626.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000940] [CE 4.392 (4.525)] [KD 4.570 (4.667)] +2024-10-13 08:47:34,783 - Train: 62.66% [783900/1251000] [626.6/1000.0] [batch_t 0.145 (0.156)] [data_t 0.006] [optim_t 0.139] [lr 0.000940] [CE 4.703 (4.577)] [KD 4.536 (4.719)] +2024-10-13 08:47:42,317 - Train: 62.67% [783950/1251000] [626.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000940] [CE 4.358 (4.505)] [KD 4.583 (4.697)] +2024-10-13 08:47:49,916 - Train: 62.67% [784000/1251000] [626.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000939] [CE 4.725 (4.563)] [KD 4.715 (4.697)] +2024-10-13 08:47:57,355 - Train: 62.67% [784050/1251000] [626.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000939] [CE 3.964 (4.491)] [KD 4.381 (4.658)] +2024-10-13 08:48:05,010 - Train: 62.68% [784100/1251000] [626.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000939] [CE 4.783 (4.516)] [KD 4.761 (4.667)] +2024-10-13 08:48:12,605 - Train: 62.68% [784150/1251000] [626.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000939] [CE 4.534 (4.618)] [KD 4.826 (4.762)] +2024-10-13 08:48:20,435 - Train: 62.69% [784200/1251000] [626.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000939] [CE 4.246 (4.636)] [KD 4.518 (4.768)] +2024-10-13 08:48:27,904 - Train: 62.69% [784250/1251000] [626.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000939] [CE 3.917 (4.516)] [KD 4.351 (4.692)] +2024-10-13 08:48:35,342 - Train: 62.69% [784300/1251000] [626.9/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.000938] [CE 4.468 (4.541)] [KD 4.921 (4.761)] +2024-10-13 08:48:42,813 - Train: 62.70% [784350/1251000] [627.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000938] [CE 4.609 (4.529)] [KD 4.846 (4.700)] +2024-10-13 08:48:52,544 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 33952] [top5_cnt 44209] [top_all 50000] +2024-10-13 08:48:52,545 - net: 67.904 (88.418) +2024-10-13 08:48:58,479 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 36306] [top5_cnt 45506] [top_all 50000] +2024-10-13 08:48:58,480 - net_E: 72.612 (91.012) +2024-10-13 08:48:58,647 - Max [top1: 68.222 (epoch: 623)] [top1-ema: 72.686 (epoch: 625)] +2024-10-13 08:48:58,647 - ==> Total time: 1 day, 11:01:49 Eta: 20:50:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 08:49:04,177 - Train: 62.70% [784400/1251000] [627.0/1000.0] [batch_t 0.145 (0.167)] [data_t 0.005] [optim_t 0.141] [lr 0.000938] [CE 4.352 (4.470)] [KD 4.695 (4.680)] +2024-10-13 08:49:11,900 - Train: 62.71% [784450/1251000] [627.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000938] [CE 4.502 (4.547)] [KD 4.804 (4.737)] +2024-10-13 08:49:19,791 - Train: 62.71% [784500/1251000] [627.1/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000938] [CE 4.438 (4.568)] [KD 4.754 (4.752)] +2024-10-13 08:49:27,219 - Train: 62.71% [784550/1251000] [627.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000938] [CE 4.601 (4.516)] [KD 4.996 (4.710)] +2024-10-13 08:49:34,828 - Train: 62.72% [784600/1251000] [627.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000937] [CE 3.971 (4.506)] [KD 4.249 (4.649)] +2024-10-13 08:49:42,405 - Train: 62.72% [784650/1251000] [627.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000937] [CE 5.000 (4.540)] [KD 4.769 (4.762)] +2024-10-13 08:49:49,926 - Train: 62.73% [784700/1251000] [627.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000937] [CE 5.038 (4.595)] [KD 4.905 (4.799)] +2024-10-13 08:49:57,363 - Train: 62.73% [784750/1251000] [627.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000937] [CE 4.663 (4.507)] [KD 4.990 (4.727)] +2024-10-13 08:50:04,975 - Train: 62.73% [784800/1251000] [627.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000937] [CE 4.138 (4.495)] [KD 4.806 (4.690)] +2024-10-13 08:50:12,543 - Train: 62.74% [784850/1251000] [627.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000936] [CE 4.670 (4.566)] [KD 4.791 (4.735)] +2024-10-13 08:50:20,329 - Train: 62.74% [784900/1251000] [627.4/1000.0] [batch_t 0.273 (0.156)] [data_t 0.005] [optim_t 0.268] [lr 0.000936] [CE 4.399 (4.550)] [KD 4.864 (4.762)] +2024-10-13 08:50:27,864 - Train: 62.75% [784950/1251000] [627.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000936] [CE 4.701 (4.595)] [KD 4.751 (4.729)] +2024-10-13 08:50:35,470 - Train: 62.75% [785000/1251000] [627.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000936] [CE 4.779 (4.609)] [KD 5.074 (4.779)] +2024-10-13 08:50:42,919 - Train: 62.75% [785050/1251000] [627.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000936] [CE 4.571 (4.588)] [KD 4.741 (4.812)] +2024-10-13 08:50:50,476 - Train: 62.76% [785100/1251000] [627.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000936] [CE 4.305 (4.598)] [KD 4.668 (4.781)] +2024-10-13 08:50:57,901 - Train: 62.76% [785150/1251000] [627.6/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000935] [CE 4.256 (4.563)] [KD 4.642 (4.754)] +2024-10-13 08:51:05,477 - Train: 62.77% [785200/1251000] [627.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000935] [CE 4.835 (4.518)] [KD 4.943 (4.712)] +2024-10-13 08:51:13,071 - Train: 62.77% [785250/1251000] [627.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000935] [CE 4.633 (4.567)] [KD 4.675 (4.730)] +2024-10-13 08:51:20,788 - Train: 62.77% [785300/1251000] [627.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000935] [CE 4.617 (4.588)] [KD 4.721 (4.696)] +2024-10-13 08:51:28,565 - Train: 62.78% [785350/1251000] [627.8/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000935] [CE 4.484 (4.518)] [KD 4.557 (4.701)] +2024-10-13 08:51:35,996 - Train: 62.78% [785400/1251000] [627.8/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000935] [CE 4.756 (4.499)] [KD 4.756 (4.781)] +2024-10-13 08:51:43,401 - Train: 62.79% [785450/1251000] [627.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000934] [CE 3.657 (4.535)] [KD 4.386 (4.746)] +2024-10-13 08:51:51,032 - Train: 62.79% [785500/1251000] [627.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000934] [CE 4.529 (4.552)] [KD 4.962 (4.693)] +2024-10-13 08:51:58,578 - Train: 62.79% [785550/1251000] [627.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000934] [CE 4.198 (4.596)] [KD 4.240 (4.763)] +2024-10-13 08:52:06,073 - Train: 62.80% [785600/1251000] [628.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000934] [CE 4.976 (4.650)] [KD 4.980 (4.754)] +2024-10-13 08:52:15,854 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34081] [top5_cnt 44267] [top_all 50000] +2024-10-13 08:52:15,854 - net: 68.162 (88.534) +2024-10-13 08:52:21,769 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 36350] [top5_cnt 45498] [top_all 50000] +2024-10-13 08:52:21,770 - net_E: 72.700 (90.996) +2024-10-13 08:52:21,958 - Max [top1: 68.222 (epoch: 623)] [top1-ema: 72.700 (epoch: 628)] +2024-10-13 08:52:21,958 - ==> Total time: 1 day, 11:05:13 Eta: 20:47:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 08:52:29,534 - Train: 62.80% [785650/1251000] [628.0/1000.0] [batch_t 0.151 (0.173)] [data_t 0.004] [optim_t 0.148] [lr 0.000934] [CE 4.644 (4.487)] [KD 4.499 (4.650)] +2024-10-13 08:52:37,146 - Train: 62.81% [785700/1251000] [628.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000934] [CE 4.646 (4.614)] [KD 4.974 (4.749)] +2024-10-13 08:52:45,092 - Train: 62.81% [785750/1251000] [628.1/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.000933] [CE 4.516 (4.533)] [KD 4.585 (4.712)] +2024-10-13 08:52:52,721 - Train: 62.81% [785800/1251000] [628.1/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.154] [lr 0.000933] [CE 4.342 (4.531)] [KD 4.291 (4.672)] +2024-10-13 08:53:00,279 - Train: 62.82% [785850/1251000] [628.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000933] [CE 4.681 (4.473)] [KD 4.732 (4.657)] +2024-10-13 08:53:07,865 - Train: 62.82% [785900/1251000] [628.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000933] [CE 4.970 (4.546)] [KD 4.927 (4.734)] +2024-10-13 08:53:15,363 - Train: 62.83% [785950/1251000] [628.3/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.000933] [CE 3.905 (4.492)] [KD 4.438 (4.733)] +2024-10-13 08:53:23,159 - Train: 62.83% [786000/1251000] [628.3/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000933] [CE 4.640 (4.598)] [KD 5.005 (4.788)] +2024-10-13 08:53:30,686 - Train: 62.83% [786050/1251000] [628.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000932] [CE 4.628 (4.555)] [KD 5.156 (4.750)] +2024-10-13 08:53:38,379 - Train: 62.84% [786100/1251000] [628.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000932] [CE 4.689 (4.550)] [KD 4.678 (4.637)] +2024-10-13 08:53:45,971 - Train: 62.84% [786150/1251000] [628.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.000932] [CE 3.875 (4.573)] [KD 4.106 (4.751)] +2024-10-13 08:53:53,844 - Train: 62.85% [786200/1251000] [628.5/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.000932] [CE 4.531 (4.524)] [KD 4.684 (4.730)] +2024-10-13 08:54:01,269 - Train: 62.85% [786250/1251000] [628.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000932] [CE 4.654 (4.590)] [KD 4.646 (4.743)] +2024-10-13 08:54:08,953 - Train: 62.85% [786300/1251000] [628.5/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000932] [CE 5.074 (4.593)] [KD 5.009 (4.765)] +2024-10-13 08:54:16,371 - Train: 62.86% [786350/1251000] [628.6/1000.0] [batch_t 0.150 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.000931] [CE 4.527 (4.554)] [KD 4.837 (4.685)] +2024-10-13 08:54:23,837 - Train: 62.86% [786400/1251000] [628.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000931] [CE 4.412 (4.487)] [KD 4.692 (4.690)] +2024-10-13 08:54:31,449 - Train: 62.87% [786450/1251000] [628.7/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000931] [CE 4.641 (4.545)] [KD 4.840 (4.711)] +2024-10-13 08:54:39,117 - Train: 62.87% [786500/1251000] [628.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000931] [CE 4.848 (4.596)] [KD 5.064 (4.769)] +2024-10-13 08:54:46,758 - Train: 62.87% [786550/1251000] [628.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000931] [CE 4.548 (4.605)] [KD 4.821 (4.750)] +2024-10-13 08:54:54,634 - Train: 62.88% [786600/1251000] [628.8/1000.0] [batch_t 0.156 (0.157)] [data_t 0.004] [optim_t 0.152] [lr 0.000930] [CE 4.164 (4.543)] [KD 4.822 (4.817)] +2024-10-13 08:55:02,189 - Train: 62.88% [786650/1251000] [628.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000930] [CE 4.446 (4.624)] [KD 4.585 (4.768)] +2024-10-13 08:55:09,682 - Train: 62.89% [786700/1251000] [628.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000930] [CE 4.390 (4.550)] [KD 4.878 (4.747)] +2024-10-13 08:55:17,279 - Train: 62.89% [786750/1251000] [628.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.007] [optim_t 0.143] [lr 0.000930] [CE 5.086 (4.647)] [KD 5.034 (4.770)] +2024-10-13 08:55:24,840 - Train: 62.89% [786800/1251000] [628.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000930] [CE 4.731 (4.571)] [KD 4.553 (4.760)] +2024-10-13 08:55:32,382 - Train: 62.90% [786850/1251000] [629.0/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.000930] [CE 4.712 (4.553)] [KD 4.924 (4.733)] +2024-10-13 08:55:42,254 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 33785] [top5_cnt 44079] [top_all 50000] +2024-10-13 08:55:42,255 - net: 67.570 (88.158) +2024-10-13 08:55:48,269 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 36328] [top5_cnt 45508] [top_all 50000] +2024-10-13 08:55:48,270 - net_E: 72.656 (91.016) +2024-10-13 08:55:48,448 - Max [top1: 68.222 (epoch: 623)] [top1-ema: 72.700 (epoch: 628)] +2024-10-13 08:55:48,449 - ==> Total time: 1 day, 11:08:39 Eta: 20:43:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 08:55:53,920 - Train: 62.90% [786900/1251000] [629.0/1000.0] [batch_t 0.146 (0.174)] [data_t 0.004] [optim_t 0.142] [lr 0.000929] [CE 4.479 (4.460)] [KD 4.638 (4.677)] +2024-10-13 08:56:01,483 - Train: 62.91% [786950/1251000] [629.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.000929] [CE 4.965 (4.623)] [KD 4.868 (4.784)] +2024-10-13 08:56:09,201 - Train: 62.91% [787000/1251000] [629.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000929] [CE 4.309 (4.497)] [KD 4.538 (4.655)] +2024-10-13 08:56:16,975 - Train: 62.91% [787050/1251000] [629.1/1000.0] [batch_t 0.144 (0.155)] [data_t 0.003] [optim_t 0.141] [lr 0.000929] [CE 4.902 (4.545)] [KD 4.724 (4.676)] +2024-10-13 08:56:24,412 - Train: 62.92% [787100/1251000] [629.2/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.000929] [CE 4.329 (4.612)] [KD 4.574 (4.681)] +2024-10-13 08:56:31,826 - Train: 62.92% [787150/1251000] [629.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000929] [CE 4.659 (4.597)] [KD 4.906 (4.695)] +2024-10-13 08:56:39,404 - Train: 62.93% [787200/1251000] [629.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000928] [CE 4.258 (4.565)] [KD 4.670 (4.731)] +2024-10-13 08:56:47,200 - Train: 62.93% [787250/1251000] [629.3/1000.0] [batch_t 0.282 (0.156)] [data_t 0.005] [optim_t 0.277] [lr 0.000928] [CE 4.874 (4.609)] [KD 4.863 (4.745)] +2024-10-13 08:56:54,696 - Train: 62.93% [787300/1251000] [629.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000928] [CE 4.620 (4.535)] [KD 4.950 (4.740)] +2024-10-13 08:57:02,112 - Train: 62.94% [787350/1251000] [629.4/1000.0] [batch_t 0.161 (0.148)] [data_t 0.003] [optim_t 0.158] [lr 0.000928] [CE 4.152 (4.478)] [KD 4.522 (4.626)] +2024-10-13 08:57:09,682 - Train: 62.94% [787400/1251000] [629.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000928] [CE 4.381 (4.583)] [KD 4.513 (4.684)] +2024-10-13 08:57:17,118 - Train: 62.95% [787450/1251000] [629.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000928] [CE 4.775 (4.512)] [KD 4.981 (4.649)] +2024-10-13 08:57:24,799 - Train: 62.95% [787500/1251000] [629.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000927] [CE 4.166 (4.558)] [KD 4.809 (4.719)] +2024-10-13 08:57:32,380 - Train: 62.95% [787550/1251000] [629.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000927] [CE 4.543 (4.609)] [KD 4.630 (4.745)] +2024-10-13 08:57:39,779 - Train: 62.96% [787600/1251000] [629.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.007] [optim_t 0.140] [lr 0.000927] [CE 4.327 (4.513)] [KD 4.580 (4.704)] +2024-10-13 08:57:47,495 - Train: 62.96% [787650/1251000] [629.6/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.000927] [CE 4.406 (4.519)] [KD 4.966 (4.736)] +2024-10-13 08:57:54,971 - Train: 62.97% [787700/1251000] [629.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000927] [CE 4.646 (4.494)] [KD 4.833 (4.663)] +2024-10-13 08:58:02,505 - Train: 62.97% [787750/1251000] [629.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000927] [CE 4.574 (4.591)] [KD 4.860 (4.751)] +2024-10-13 08:58:10,075 - Train: 62.97% [787800/1251000] [629.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000926] [CE 4.137 (4.571)] [KD 4.540 (4.758)] +2024-10-13 08:58:17,739 - Train: 62.98% [787850/1251000] [629.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000926] [CE 4.387 (4.615)] [KD 4.596 (4.694)] +2024-10-13 08:58:25,307 - Train: 62.98% [787900/1251000] [629.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000926] [CE 4.533 (4.614)] [KD 4.638 (4.762)] +2024-10-13 08:58:32,722 - Train: 62.99% [787950/1251000] [629.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000926] [CE 4.270 (4.547)] [KD 4.640 (4.668)] +2024-10-13 08:58:40,123 - Train: 62.99% [788000/1251000] [629.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000926] [CE 4.527 (4.533)] [KD 4.843 (4.683)] +2024-10-13 08:58:47,532 - Train: 62.99% [788050/1251000] [629.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.000926] [CE 4.322 (4.481)] [KD 4.548 (4.763)] +2024-10-13 08:58:55,182 - Train: 63.00% [788100/1251000] [630.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000925] [CE 4.758 (4.547)] [KD 4.689 (4.763)] +2024-10-13 08:59:05,340 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 34005] [top5_cnt 44206] [top_all 50000] +2024-10-13 08:59:05,341 - net: 68.010 (88.412) +2024-10-13 08:59:11,124 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 36344] [top5_cnt 45518] [top_all 50000] +2024-10-13 08:59:11,125 - net_E: 72.688 (91.036) +2024-10-13 08:59:11,314 - Max [top1: 68.222 (epoch: 623)] [top1-ema: 72.700 (epoch: 628)] +2024-10-13 08:59:11,315 - ==> Total time: 1 day, 11:12:02 Eta: 20:40:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 08:59:17,197 - Train: 63.00% [788150/1251000] [630.0/1000.0] [batch_t 0.148 (0.179)] [data_t 0.004] [optim_t 0.144] [lr 0.000925] [CE 4.228 (4.417)] [KD 4.668 (4.622)] +2024-10-13 08:59:25,022 - Train: 63.01% [788200/1251000] [630.1/1000.0] [batch_t 0.145 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.000925] [CE 4.621 (4.490)] [KD 4.661 (4.699)] +2024-10-13 08:59:32,556 - Train: 63.01% [788250/1251000] [630.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000925] [CE 4.491 (4.511)] [KD 4.627 (4.684)] +2024-10-13 08:59:39,971 - Train: 63.01% [788300/1251000] [630.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000925] [CE 4.734 (4.552)] [KD 5.025 (4.697)] +2024-10-13 08:59:47,419 - Train: 63.02% [788350/1251000] [630.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000924] [CE 4.659 (4.572)] [KD 5.016 (4.678)] +2024-10-13 08:59:55,098 - Train: 63.02% [788400/1251000] [630.2/1000.0] [batch_t 0.156 (0.153)] [data_t 0.008] [optim_t 0.147] [lr 0.000924] [CE 4.681 (4.620)] [KD 4.763 (4.733)] +2024-10-13 09:00:02,821 - Train: 63.03% [788450/1251000] [630.3/1000.0] [batch_t 0.158 (0.154)] [data_t 0.005] [optim_t 0.153] [lr 0.000924] [CE 4.496 (4.526)] [KD 4.584 (4.644)] +2024-10-13 09:00:10,391 - Train: 63.03% [788500/1251000] [630.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000924] [CE 4.814 (4.578)] [KD 4.821 (4.754)] +2024-10-13 09:00:17,970 - Train: 63.03% [788550/1251000] [630.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000924] [CE 4.656 (4.539)] [KD 4.741 (4.706)] +2024-10-13 09:00:25,679 - Train: 63.04% [788600/1251000] [630.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000924] [CE 4.268 (4.489)] [KD 4.452 (4.654)] +2024-10-13 09:00:33,310 - Train: 63.04% [788650/1251000] [630.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000923] [CE 4.349 (4.563)] [KD 4.861 (4.757)] +2024-10-13 09:00:40,806 - Train: 63.05% [788700/1251000] [630.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.007] [optim_t 0.143] [lr 0.000923] [CE 4.470 (4.501)] [KD 4.775 (4.649)] +2024-10-13 09:00:48,351 - Train: 63.05% [788750/1251000] [630.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000923] [CE 4.353 (4.554)] [KD 4.446 (4.733)] +2024-10-13 09:00:55,840 - Train: 63.05% [788800/1251000] [630.5/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.000923] [CE 3.971 (4.532)] [KD 4.230 (4.686)] +2024-10-13 09:01:03,415 - Train: 63.06% [788850/1251000] [630.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000923] [CE 4.650 (4.550)] [KD 4.671 (4.716)] +2024-10-13 09:01:10,894 - Train: 63.06% [788900/1251000] [630.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000923] [CE 3.974 (4.591)] [KD 4.534 (4.780)] +2024-10-13 09:01:18,691 - Train: 63.07% [788950/1251000] [630.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000922] [CE 4.842 (4.566)] [KD 4.455 (4.712)] +2024-10-13 09:01:26,625 - Train: 63.07% [789000/1251000] [630.7/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.000922] [CE 4.465 (4.518)] [KD 4.710 (4.683)] +2024-10-13 09:01:34,361 - Train: 63.07% [789050/1251000] [630.7/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.000922] [CE 4.602 (4.536)] [KD 4.666 (4.704)] +2024-10-13 09:01:41,865 - Train: 63.08% [789100/1251000] [630.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000922] [CE 4.859 (4.502)] [KD 4.939 (4.684)] +2024-10-13 09:01:49,324 - Train: 63.08% [789150/1251000] [630.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000922] [CE 4.353 (4.493)] [KD 4.934 (4.735)] +2024-10-13 09:01:56,718 - Train: 63.09% [789200/1251000] [630.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000922] [CE 4.649 (4.474)] [KD 4.710 (4.740)] +2024-10-13 09:02:04,205 - Train: 63.09% [789250/1251000] [630.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000921] [CE 4.246 (4.521)] [KD 4.735 (4.637)] +2024-10-13 09:02:11,717 - Train: 63.09% [789300/1251000] [630.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000921] [CE 4.575 (4.519)] [KD 4.645 (4.706)] +2024-10-13 09:02:19,508 - Train: 63.10% [789350/1251000] [631.0/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.000921] [CE 4.318 (4.522)] [KD 4.885 (4.723)] +2024-10-13 09:02:29,733 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 34103] [top5_cnt 44188] [top_all 50000] +2024-10-13 09:02:29,733 - net: 68.206 (88.376) +2024-10-13 09:02:35,590 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 36337] [top5_cnt 45528] [top_all 50000] +2024-10-13 09:02:35,590 - net_E: 72.674 (91.056) +2024-10-13 09:02:35,763 - Max [top1: 68.222 (epoch: 623)] [top1-ema: 72.700 (epoch: 628)] +2024-10-13 09:02:35,763 - ==> Total time: 1 day, 11:15:26 Eta: 20:37:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 09:02:41,201 - Train: 63.10% [789400/1251000] [631.0/1000.0] [batch_t 0.149 (0.187)] [data_t 0.006] [optim_t 0.143] [lr 0.000921] [CE 4.700 (4.551)] [KD 4.927 (4.757)] +2024-10-13 09:02:48,777 - Train: 63.11% [789450/1251000] [631.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000921] [CE 4.805 (4.501)] [KD 4.727 (4.670)] +2024-10-13 09:02:56,440 - Train: 63.11% [789500/1251000] [631.1/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.000921] [CE 4.679 (4.557)] [KD 4.655 (4.702)] +2024-10-13 09:03:04,022 - Train: 63.11% [789550/1251000] [631.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000920] [CE 4.647 (4.531)] [KD 4.704 (4.700)] +2024-10-13 09:03:11,485 - Train: 63.12% [789600/1251000] [631.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.007] [optim_t 0.141] [lr 0.000920] [CE 4.953 (4.551)] [KD 4.677 (4.665)] +2024-10-13 09:03:19,057 - Train: 63.12% [789650/1251000] [631.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000920] [CE 4.669 (4.563)] [KD 4.725 (4.672)] +2024-10-13 09:03:26,665 - Train: 63.13% [789700/1251000] [631.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000920] [CE 4.240 (4.455)] [KD 4.689 (4.704)] +2024-10-13 09:03:34,373 - Train: 63.13% [789750/1251000] [631.3/1000.0] [batch_t 0.284 (0.154)] [data_t 0.003] [optim_t 0.280] [lr 0.000920] [CE 4.298 (4.532)] [KD 4.603 (4.693)] +2024-10-13 09:03:41,910 - Train: 63.13% [789800/1251000] [631.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000920] [CE 5.126 (4.587)] [KD 4.769 (4.720)] +2024-10-13 09:03:49,435 - Train: 63.14% [789850/1251000] [631.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000919] [CE 4.761 (4.585)] [KD 4.665 (4.701)] +2024-10-13 09:03:56,923 - Train: 63.14% [789900/1251000] [631.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.000919] [CE 4.741 (4.587)] [KD 4.637 (4.758)] +2024-10-13 09:04:04,378 - Train: 63.15% [789950/1251000] [631.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000919] [CE 4.061 (4.564)] [KD 4.494 (4.726)] +2024-10-13 09:04:11,988 - Train: 63.15% [790000/1251000] [631.5/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000919] [CE 4.658 (4.582)] [KD 4.587 (4.731)] +2024-10-13 09:04:19,383 - Train: 63.15% [790050/1251000] [631.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000919] [CE 3.737 (4.491)] [KD 4.656 (4.715)] +2024-10-13 09:04:27,033 - Train: 63.16% [790100/1251000] [631.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.000919] [CE 4.623 (4.536)] [KD 4.962 (4.689)] +2024-10-13 09:04:34,571 - Train: 63.16% [790150/1251000] [631.6/1000.0] [batch_t 0.157 (0.151)] [data_t 0.007] [optim_t 0.150] [lr 0.000918] [CE 4.433 (4.541)] [KD 4.955 (4.803)] +2024-10-13 09:04:42,199 - Train: 63.17% [790200/1251000] [631.7/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000918] [CE 4.883 (4.538)] [KD 4.974 (4.742)] +2024-10-13 09:04:49,827 - Train: 63.17% [790250/1251000] [631.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.007] [optim_t 0.143] [lr 0.000918] [CE 4.664 (4.602)] [KD 4.888 (4.791)] +2024-10-13 09:04:57,366 - Train: 63.17% [790300/1251000] [631.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000918] [CE 4.876 (4.602)] [KD 5.154 (4.815)] +2024-10-13 09:05:04,946 - Train: 63.18% [790350/1251000] [631.8/1000.0] [batch_t 0.273 (0.151)] [data_t 0.005] [optim_t 0.267] [lr 0.000918] [CE 4.719 (4.635)] [KD 4.572 (4.814)] +2024-10-13 09:05:12,502 - Train: 63.18% [790400/1251000] [631.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000917] [CE 4.755 (4.658)] [KD 4.902 (4.816)] +2024-10-13 09:05:20,002 - Train: 63.19% [790450/1251000] [631.9/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.000917] [CE 4.638 (4.493)] [KD 4.738 (4.643)] +2024-10-13 09:05:27,737 - Train: 63.19% [790500/1251000] [631.9/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000917] [CE 4.599 (4.589)] [KD 4.672 (4.728)] +2024-10-13 09:05:35,291 - Train: 63.19% [790550/1251000] [631.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000917] [CE 4.126 (4.595)] [KD 4.437 (4.738)] +2024-10-13 09:05:42,865 - Train: 63.20% [790600/1251000] [632.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000917] [CE 4.499 (4.588)] [KD 4.837 (4.745)] +2024-10-13 09:05:53,147 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 33952] [top5_cnt 44127] [top_all 50000] +2024-10-13 09:05:53,147 - net: 67.904 (88.254) +2024-10-13 09:05:58,987 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 36387] [top5_cnt 45533] [top_all 50000] +2024-10-13 09:05:58,987 - net_E: 72.774 (91.066) +2024-10-13 09:05:59,162 - Max [top1: 68.222 (epoch: 623)] [top1-ema: 72.774 (epoch: 632)] +2024-10-13 09:05:59,162 - ==> Total time: 1 day, 11:18:50 Eta: 20:33:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 09:06:05,119 - Train: 63.20% [790650/1251000] [632.0/1000.0] [batch_t 0.149 (0.179)] [data_t 0.003] [optim_t 0.146] [lr 0.000917] [CE 4.176 (4.471)] [KD 4.292 (4.650)] +2024-10-13 09:06:12,691 - Train: 63.21% [790700/1251000] [632.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000916] [CE 4.712 (4.478)] [KD 4.749 (4.640)] +2024-10-13 09:06:20,270 - Train: 63.21% [790750/1251000] [632.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000916] [CE 4.204 (4.494)] [KD 4.309 (4.647)] +2024-10-13 09:06:27,733 - Train: 63.21% [790800/1251000] [632.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000916] [CE 4.094 (4.479)] [KD 4.413 (4.682)] +2024-10-13 09:06:35,205 - Train: 63.22% [790850/1251000] [632.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000916] [CE 3.968 (4.555)] [KD 4.669 (4.752)] +2024-10-13 09:06:42,944 - Train: 63.22% [790900/1251000] [632.2/1000.0] [batch_t 0.144 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.000916] [CE 4.660 (4.591)] [KD 4.611 (4.706)] +2024-10-13 09:06:50,625 - Train: 63.23% [790950/1251000] [632.3/1000.0] [batch_t 0.142 (0.154)] [data_t 0.003] [optim_t 0.138] [lr 0.000916] [CE 4.673 (4.571)] [KD 4.692 (4.710)] +2024-10-13 09:06:58,042 - Train: 63.23% [791000/1251000] [632.3/1000.0] [batch_t 0.154 (0.148)] [data_t 0.004] [optim_t 0.150] [lr 0.000915] [CE 4.799 (4.609)] [KD 4.797 (4.756)] +2024-10-13 09:07:05,466 - Train: 63.23% [791050/1251000] [632.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000915] [CE 4.426 (4.602)] [KD 4.677 (4.719)] +2024-10-13 09:07:13,254 - Train: 63.24% [791100/1251000] [632.4/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000915] [CE 4.471 (4.586)] [KD 4.623 (4.724)] +2024-10-13 09:07:20,782 - Train: 63.24% [791150/1251000] [632.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000915] [CE 4.808 (4.472)] [KD 5.084 (4.579)] +2024-10-13 09:07:28,335 - Train: 63.25% [791200/1251000] [632.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000915] [CE 4.854 (4.605)] [KD 4.667 (4.727)] +2024-10-13 09:07:35,819 - Train: 63.25% [791250/1251000] [632.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000915] [CE 4.669 (4.515)] [KD 4.701 (4.656)] +2024-10-13 09:07:43,281 - Train: 63.25% [791300/1251000] [632.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000914] [CE 4.561 (4.514)] [KD 4.455 (4.641)] +2024-10-13 09:07:51,147 - Train: 63.26% [791350/1251000] [632.6/1000.0] [batch_t 0.147 (0.157)] [data_t 0.006] [optim_t 0.141] [lr 0.000914] [CE 4.248 (4.528)] [KD 4.650 (4.715)] +2024-10-13 09:07:58,611 - Train: 63.26% [791400/1251000] [632.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000914] [CE 4.717 (4.522)] [KD 4.789 (4.665)] +2024-10-13 09:08:06,157 - Train: 63.27% [791450/1251000] [632.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000914] [CE 4.207 (4.540)] [KD 4.709 (4.690)] +2024-10-13 09:08:14,176 - Train: 63.27% [791500/1251000] [632.7/1000.0] [batch_t 0.279 (0.160)] [data_t 0.005] [optim_t 0.274] [lr 0.000914] [CE 4.781 (4.511)] [KD 4.649 (4.708)] +2024-10-13 09:08:21,676 - Train: 63.27% [791550/1251000] [632.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000914] [CE 4.763 (4.583)] [KD 4.852 (4.736)] +2024-10-13 09:08:29,391 - Train: 63.28% [791600/1251000] [632.8/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000913] [CE 4.464 (4.497)] [KD 4.568 (4.661)] +2024-10-13 09:08:36,832 - Train: 63.28% [791650/1251000] [632.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.000913] [CE 4.581 (4.551)] [KD 4.539 (4.647)] +2024-10-13 09:08:44,250 - Train: 63.29% [791700/1251000] [632.9/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.000913] [CE 4.907 (4.618)] [KD 4.896 (4.762)] +2024-10-13 09:08:51,889 - Train: 63.29% [791750/1251000] [632.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000913] [CE 4.794 (4.501)] [KD 4.713 (4.719)] +2024-10-13 09:08:59,445 - Train: 63.29% [791800/1251000] [632.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000913] [CE 4.673 (4.582)] [KD 4.845 (4.691)] +2024-10-13 09:09:07,166 - Train: 63.30% [791850/1251000] [633.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000913] [CE 4.398 (4.558)] [KD 4.742 (4.743)] +2024-10-13 09:09:17,934 - Test (net): 100.00% [50/50] [batch_t 0.132 (0.105)] [top1_cnt 33759] [top5_cnt 44120] [top_all 50000] +2024-10-13 09:09:17,935 - net: 67.518 (88.240) +2024-10-13 09:09:23,763 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 36332] [top5_cnt 45527] [top_all 50000] +2024-10-13 09:09:23,763 - net_E: 72.664 (91.054) +2024-10-13 09:09:23,916 - Max [top1: 68.222 (epoch: 623)] [top1-ema: 72.774 (epoch: 632)] +2024-10-13 09:09:23,917 - ==> Total time: 1 day, 11:22:14 Eta: 20:30:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 09:09:29,280 - Train: 63.30% [791900/1251000] [633.0/1000.0] [batch_t 0.145 (0.186)] [data_t 0.006] [optim_t 0.140] [lr 0.000912] [CE 4.890 (4.516)] [KD 4.964 (4.703)] +2024-10-13 09:09:36,834 - Train: 63.31% [791950/1251000] [633.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000912] [CE 4.626 (4.577)] [KD 4.578 (4.662)] +2024-10-13 09:09:44,288 - Train: 63.31% [792000/1251000] [633.1/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.000912] [CE 4.532 (4.522)] [KD 4.495 (4.685)] +2024-10-13 09:09:51,768 - Train: 63.31% [792050/1251000] [633.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000912] [CE 4.249 (4.527)] [KD 4.543 (4.754)] +2024-10-13 09:09:59,478 - Train: 63.32% [792100/1251000] [633.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.006] [optim_t 0.140] [lr 0.000912] [CE 4.016 (4.539)] [KD 4.355 (4.653)] +2024-10-13 09:10:06,966 - Train: 63.32% [792150/1251000] [633.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000912] [CE 3.986 (4.569)] [KD 4.563 (4.721)] +2024-10-13 09:10:14,899 - Train: 63.33% [792200/1251000] [633.3/1000.0] [batch_t 0.147 (0.159)] [data_t 0.004] [optim_t 0.143] [lr 0.000911] [CE 4.895 (4.599)] [KD 4.954 (4.712)] +2024-10-13 09:10:22,369 - Train: 63.33% [792250/1251000] [633.3/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.000911] [CE 4.708 (4.588)] [KD 4.755 (4.735)] +2024-10-13 09:10:29,836 - Train: 63.33% [792300/1251000] [633.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000911] [CE 4.781 (4.543)] [KD 4.900 (4.719)] +2024-10-13 09:10:37,513 - Train: 63.34% [792350/1251000] [633.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000911] [CE 4.490 (4.519)] [KD 4.735 (4.701)] +2024-10-13 09:10:45,119 - Train: 63.34% [792400/1251000] [633.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.000911] [CE 5.064 (4.578)] [KD 4.832 (4.757)] +2024-10-13 09:10:52,771 - Train: 63.35% [792450/1251000] [633.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000910] [CE 4.534 (4.521)] [KD 4.394 (4.674)] +2024-10-13 09:11:00,306 - Train: 63.35% [792500/1251000] [633.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000910] [CE 4.839 (4.610)] [KD 4.746 (4.720)] +2024-10-13 09:11:07,880 - Train: 63.35% [792550/1251000] [633.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000910] [CE 3.670 (4.576)] [KD 4.353 (4.751)] +2024-10-13 09:11:15,412 - Train: 63.36% [792600/1251000] [633.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000910] [CE 4.323 (4.489)] [KD 4.663 (4.741)] +2024-10-13 09:11:22,834 - Train: 63.36% [792650/1251000] [633.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.000910] [CE 4.597 (4.615)] [KD 4.575 (4.775)] +2024-10-13 09:11:30,362 - Train: 63.37% [792700/1251000] [633.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000910] [CE 4.590 (4.534)] [KD 4.712 (4.612)] +2024-10-13 09:11:38,092 - Train: 63.37% [792750/1251000] [633.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.000909] [CE 5.020 (4.543)] [KD 4.874 (4.673)] +2024-10-13 09:11:45,752 - Train: 63.37% [792800/1251000] [633.7/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000909] [CE 4.271 (4.490)] [KD 4.270 (4.658)] +2024-10-13 09:11:53,155 - Train: 63.38% [792850/1251000] [633.8/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000909] [CE 4.258 (4.547)] [KD 4.655 (4.695)] +2024-10-13 09:12:00,599 - Train: 63.38% [792900/1251000] [633.8/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.000909] [CE 4.567 (4.497)] [KD 4.733 (4.775)] +2024-10-13 09:12:08,403 - Train: 63.39% [792950/1251000] [633.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000909] [CE 4.642 (4.543)] [KD 4.499 (4.672)] +2024-10-13 09:12:15,823 - Train: 63.39% [793000/1251000] [633.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000909] [CE 4.289 (4.616)] [KD 4.978 (4.719)] +2024-10-13 09:12:23,603 - Train: 63.39% [793050/1251000] [633.9/1000.0] [batch_t 0.156 (0.155)] [data_t 0.007] [optim_t 0.149] [lr 0.000908] [CE 4.726 (4.552)] [KD 4.927 (4.708)] +2024-10-13 09:12:31,009 - Train: 63.40% [793100/1251000] [634.0/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.000908] [CE 4.571 (4.587)] [KD 4.823 (4.750)] +2024-10-13 09:12:41,757 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 34235] [top5_cnt 44228] [top_all 50000] +2024-10-13 09:12:41,757 - net: 68.470 (88.456) +2024-10-13 09:12:47,713 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.101)] [top1_cnt 36338] [top5_cnt 45554] [top_all 50000] +2024-10-13 09:12:47,714 - net_E: 72.676 (91.108) +2024-10-13 09:12:47,871 - Max [top1: 68.470 (epoch: 634)] [top1-ema: 72.774 (epoch: 632)] +2024-10-13 09:12:47,872 - ==> Total time: 1 day, 11:25:38 Eta: 20:27:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 09:12:53,996 - Train: 63.40% [793150/1251000] [634.0/1000.0] [batch_t 0.305 (0.180)] [data_t 0.005] [optim_t 0.300] [lr 0.000908] [CE 4.770 (4.617)] [KD 4.795 (4.719)] +2024-10-13 09:13:01,543 - Train: 63.41% [793200/1251000] [634.1/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.000908] [CE 4.356 (4.614)] [KD 4.681 (4.708)] +2024-10-13 09:13:09,180 - Train: 63.41% [793250/1251000] [634.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000908] [CE 4.426 (4.527)] [KD 4.526 (4.692)] +2024-10-13 09:13:16,948 - Train: 63.41% [793300/1251000] [634.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000908] [CE 4.651 (4.489)] [KD 4.597 (4.605)] +2024-10-13 09:13:24,688 - Train: 63.42% [793350/1251000] [634.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.000907] [CE 4.530 (4.504)] [KD 4.836 (4.687)] +2024-10-13 09:13:32,098 - Train: 63.42% [793400/1251000] [634.2/1000.0] [batch_t 0.143 (0.148)] [data_t 0.004] [optim_t 0.139] [lr 0.000907] [CE 4.539 (4.586)] [KD 4.816 (4.733)] +2024-10-13 09:13:39,546 - Train: 63.43% [793450/1251000] [634.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000907] [CE 4.465 (4.616)] [KD 4.554 (4.776)] +2024-10-13 09:13:47,125 - Train: 63.43% [793500/1251000] [634.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000907] [CE 4.567 (4.583)] [KD 4.637 (4.677)] +2024-10-13 09:13:54,526 - Train: 63.43% [793550/1251000] [634.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.007] [optim_t 0.142] [lr 0.000907] [CE 4.344 (4.559)] [KD 4.646 (4.683)] +2024-10-13 09:14:02,342 - Train: 63.44% [793600/1251000] [634.4/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.000907] [CE 4.565 (4.611)] [KD 4.593 (4.720)] +2024-10-13 09:14:09,935 - Train: 63.44% [793650/1251000] [634.4/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000906] [CE 5.000 (4.578)] [KD 5.138 (4.758)] +2024-10-13 09:14:17,755 - Train: 63.45% [793700/1251000] [634.5/1000.0] [batch_t 0.160 (0.156)] [data_t 0.005] [optim_t 0.154] [lr 0.000906] [CE 4.789 (4.582)] [KD 4.651 (4.771)] +2024-10-13 09:14:25,363 - Train: 63.45% [793750/1251000] [634.5/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.000906] [CE 5.082 (4.503)] [KD 4.861 (4.723)] +2024-10-13 09:14:32,932 - Train: 63.45% [793800/1251000] [634.5/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.000906] [CE 3.810 (4.562)] [KD 4.253 (4.725)] +2024-10-13 09:14:40,526 - Train: 63.46% [793850/1251000] [634.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000906] [CE 4.544 (4.566)] [KD 4.938 (4.722)] +2024-10-13 09:14:48,072 - Train: 63.46% [793900/1251000] [634.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000906] [CE 4.864 (4.601)] [KD 4.644 (4.782)] +2024-10-13 09:14:55,589 - Train: 63.47% [793950/1251000] [634.7/1000.0] [batch_t 0.156 (0.150)] [data_t 0.004] [optim_t 0.152] [lr 0.000905] [CE 4.597 (4.532)] [KD 5.089 (4.706)] +2024-10-13 09:15:03,317 - Train: 63.47% [794000/1251000] [634.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000905] [CE 4.722 (4.593)] [KD 5.023 (4.732)] +2024-10-13 09:15:10,920 - Train: 63.47% [794050/1251000] [634.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000905] [CE 4.720 (4.620)] [KD 4.620 (4.707)] +2024-10-13 09:15:18,440 - Train: 63.48% [794100/1251000] [634.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000905] [CE 4.050 (4.555)] [KD 4.484 (4.703)] +2024-10-13 09:15:25,999 - Train: 63.48% [794150/1251000] [634.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000905] [CE 3.947 (4.519)] [KD 4.500 (4.679)] +2024-10-13 09:15:33,775 - Train: 63.49% [794200/1251000] [634.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000905] [CE 4.736 (4.479)] [KD 4.623 (4.665)] +2024-10-13 09:15:41,178 - Train: 63.49% [794250/1251000] [634.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000904] [CE 4.791 (4.563)] [KD 5.001 (4.698)] +2024-10-13 09:15:48,637 - Train: 63.49% [794300/1251000] [634.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.000904] [CE 4.190 (4.543)] [KD 4.668 (4.684)] +2024-10-13 09:15:56,147 - Train: 63.50% [794350/1251000] [635.0/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000904] [CE 4.368 (4.514)] [KD 4.633 (4.700)] +2024-10-13 09:16:06,984 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 33552] [top5_cnt 43996] [top_all 50000] +2024-10-13 09:16:06,984 - net: 67.104 (87.992) +2024-10-13 09:16:12,744 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.103)] [top1_cnt 36350] [top5_cnt 45534] [top_all 50000] +2024-10-13 09:16:12,744 - net_E: 72.700 (91.068) +2024-10-13 09:16:12,893 - Max [top1: 68.470 (epoch: 634)] [top1-ema: 72.774 (epoch: 632)] +2024-10-13 09:16:12,893 - ==> Total time: 1 day, 11:29:03 Eta: 20:23:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 09:16:17,156 - Train: 63.50% [794400/1251000] [635.0/1000.0] [batch_t 0.152 (0.177)] [data_t 0.005] [optim_t 0.146] [lr 0.000904] [CE 4.520 (4.559)] [KD 4.787 (4.694)] +2024-10-13 09:16:24,996 - Train: 63.51% [794450/1251000] [635.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000904] [CE 4.242 (4.485)] [KD 4.507 (4.683)] +2024-10-13 09:16:32,557 - Train: 63.51% [794500/1251000] [635.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000904] [CE 4.268 (4.579)] [KD 4.696 (4.693)] +2024-10-13 09:16:40,406 - Train: 63.51% [794550/1251000] [635.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000903] [CE 4.598 (4.516)] [KD 4.726 (4.659)] +2024-10-13 09:16:47,961 - Train: 63.52% [794600/1251000] [635.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000903] [CE 4.448 (4.557)] [KD 4.637 (4.713)] +2024-10-13 09:16:55,401 - Train: 63.52% [794650/1251000] [635.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000903] [CE 4.072 (4.534)] [KD 4.304 (4.690)] +2024-10-13 09:17:02,920 - Train: 63.53% [794700/1251000] [635.3/1000.0] [batch_t 0.154 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.000903] [CE 5.048 (4.605)] [KD 4.885 (4.738)] +2024-10-13 09:17:10,411 - Train: 63.53% [794750/1251000] [635.3/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000903] [CE 4.574 (4.560)] [KD 4.596 (4.673)] +2024-10-13 09:17:17,989 - Train: 63.53% [794800/1251000] [635.3/1000.0] [batch_t 0.143 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.000902] [CE 4.771 (4.536)] [KD 4.869 (4.690)] +2024-10-13 09:17:25,518 - Train: 63.54% [794850/1251000] [635.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.000902] [CE 4.381 (4.586)] [KD 4.639 (4.760)] +2024-10-13 09:17:33,138 - Train: 63.54% [794900/1251000] [635.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000902] [CE 4.519 (4.633)] [KD 4.603 (4.755)] +2024-10-13 09:17:40,756 - Train: 63.55% [794950/1251000] [635.5/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.000902] [CE 4.093 (4.512)] [KD 4.452 (4.664)] +2024-10-13 09:17:48,364 - Train: 63.55% [795000/1251000] [635.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000902] [CE 4.649 (4.590)] [KD 4.825 (4.748)] +2024-10-13 09:17:55,884 - Train: 63.55% [795050/1251000] [635.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000902] [CE 4.717 (4.638)] [KD 4.878 (4.743)] +2024-10-13 09:18:03,447 - Train: 63.56% [795100/1251000] [635.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000901] [CE 5.011 (4.489)] [KD 4.825 (4.658)] +2024-10-13 09:18:11,007 - Train: 63.56% [795150/1251000] [635.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000901] [CE 4.579 (4.561)] [KD 4.592 (4.744)] +2024-10-13 09:18:18,689 - Train: 63.57% [795200/1251000] [635.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000901] [CE 4.426 (4.545)] [KD 4.799 (4.710)] +2024-10-13 09:18:26,193 - Train: 63.57% [795250/1251000] [635.7/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.000901] [CE 4.636 (4.526)] [KD 4.930 (4.725)] +2024-10-13 09:18:33,905 - Train: 63.57% [795300/1251000] [635.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000901] [CE 4.628 (4.520)] [KD 4.765 (4.719)] +2024-10-13 09:18:41,399 - Train: 63.58% [795350/1251000] [635.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000901] [CE 4.786 (4.514)] [KD 4.866 (4.699)] +2024-10-13 09:18:49,187 - Train: 63.58% [795400/1251000] [635.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000900] [CE 4.788 (4.558)] [KD 4.797 (4.630)] +2024-10-13 09:18:56,937 - Train: 63.59% [795450/1251000] [635.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000900] [CE 4.152 (4.592)] [KD 4.666 (4.769)] +2024-10-13 09:19:04,662 - Train: 63.59% [795500/1251000] [635.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000900] [CE 4.757 (4.579)] [KD 4.902 (4.794)] +2024-10-13 09:19:12,078 - Train: 63.59% [795550/1251000] [635.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.000900] [CE 4.590 (4.535)] [KD 4.802 (4.721)] +2024-10-13 09:19:19,492 - Train: 63.60% [795600/1251000] [636.0/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.000900] [CE 4.656 (4.665)] [KD 4.696 (4.817)] +2024-10-13 09:19:30,415 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 34270] [top5_cnt 44273] [top_all 50000] +2024-10-13 09:19:30,416 - net: 68.540 (88.546) +2024-10-13 09:19:36,398 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 36345] [top5_cnt 45523] [top_all 50000] +2024-10-13 09:19:36,399 - net_E: 72.690 (91.046) +2024-10-13 09:19:36,560 - Max [top1: 68.540 (epoch: 636)] [top1-ema: 72.774 (epoch: 632)] +2024-10-13 09:19:36,561 - ==> Total time: 1 day, 11:32:27 Eta: 20:20:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 09:19:42,204 - Train: 63.60% [795650/1251000] [636.0/1000.0] [batch_t 0.158 (0.175)] [data_t 0.008] [optim_t 0.150] [lr 0.000900] [CE 4.699 (4.482)] [KD 4.806 (4.697)] +2024-10-13 09:19:49,897 - Train: 63.61% [795700/1251000] [636.1/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000899] [CE 4.465 (4.512)] [KD 5.089 (4.634)] +2024-10-13 09:19:57,534 - Train: 63.61% [795750/1251000] [636.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000899] [CE 4.399 (4.507)] [KD 4.570 (4.692)] +2024-10-13 09:20:05,277 - Train: 63.61% [795800/1251000] [636.1/1000.0] [batch_t 0.143 (0.155)] [data_t 0.003] [optim_t 0.141] [lr 0.000899] [CE 3.905 (4.585)] [KD 4.481 (4.668)] +2024-10-13 09:20:12,755 - Train: 63.62% [795850/1251000] [636.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000899] [CE 4.164 (4.559)] [KD 4.517 (4.676)] +2024-10-13 09:20:20,484 - Train: 63.62% [795900/1251000] [636.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000899] [CE 4.084 (4.516)] [KD 4.357 (4.699)] +2024-10-13 09:20:27,989 - Train: 63.63% [795950/1251000] [636.3/1000.0] [batch_t 0.247 (0.150)] [data_t 0.005] [optim_t 0.242] [lr 0.000899] [CE 4.273 (4.492)] [KD 4.392 (4.656)] +2024-10-13 09:20:35,535 - Train: 63.63% [796000/1251000] [636.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.002] [optim_t 0.148] [lr 0.000898] [CE 4.444 (4.595)] [KD 4.600 (4.672)] +2024-10-13 09:20:43,116 - Train: 63.63% [796050/1251000] [636.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.000898] [CE 4.756 (4.550)] [KD 4.853 (4.612)] +2024-10-13 09:20:50,567 - Train: 63.64% [796100/1251000] [636.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000898] [CE 4.313 (4.540)] [KD 4.533 (4.697)] +2024-10-13 09:20:58,251 - Train: 63.64% [796150/1251000] [636.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000898] [CE 4.327 (4.517)] [KD 4.537 (4.671)] +2024-10-13 09:21:05,876 - Train: 63.65% [796200/1251000] [636.5/1000.0] [batch_t 0.275 (0.152)] [data_t 0.005] [optim_t 0.270] [lr 0.000898] [CE 4.558 (4.547)] [KD 4.760 (4.657)] +2024-10-13 09:21:13,416 - Train: 63.65% [796250/1251000] [636.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.000898] [CE 4.545 (4.493)] [KD 4.746 (4.613)] +2024-10-13 09:21:21,278 - Train: 63.65% [796300/1251000] [636.5/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.000897] [CE 4.328 (4.527)] [KD 4.559 (4.694)] +2024-10-13 09:21:28,711 - Train: 63.66% [796350/1251000] [636.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000897] [CE 4.867 (4.558)] [KD 4.712 (4.677)] +2024-10-13 09:21:36,295 - Train: 63.66% [796400/1251000] [636.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000897] [CE 4.247 (4.536)] [KD 4.587 (4.666)] +2024-10-13 09:21:43,818 - Train: 63.67% [796450/1251000] [636.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000897] [CE 4.590 (4.644)] [KD 4.843 (4.721)] +2024-10-13 09:21:51,233 - Train: 63.67% [796500/1251000] [636.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000897] [CE 4.769 (4.589)] [KD 4.794 (4.696)] +2024-10-13 09:21:58,766 - Train: 63.67% [796550/1251000] [636.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000897] [CE 4.668 (4.567)] [KD 4.709 (4.629)] +2024-10-13 09:22:06,354 - Train: 63.68% [796600/1251000] [636.8/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000896] [CE 4.968 (4.581)] [KD 4.696 (4.725)] +2024-10-13 09:22:13,928 - Train: 63.68% [796650/1251000] [636.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000896] [CE 4.823 (4.580)] [KD 4.962 (4.701)] +2024-10-13 09:22:21,705 - Train: 63.69% [796700/1251000] [636.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000896] [CE 4.595 (4.628)] [KD 4.375 (4.686)] +2024-10-13 09:22:29,434 - Train: 63.69% [796750/1251000] [636.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000896] [CE 4.409 (4.553)] [KD 4.624 (4.703)] +2024-10-13 09:22:36,868 - Train: 63.69% [796800/1251000] [636.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000896] [CE 4.833 (4.513)] [KD 4.912 (4.708)] +2024-10-13 09:22:44,423 - Train: 63.70% [796850/1251000] [637.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000896] [CE 4.490 (4.613)] [KD 4.505 (4.725)] +2024-10-13 09:22:55,853 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 33776] [top5_cnt 44032] [top_all 50000] +2024-10-13 09:22:55,853 - net: 67.552 (88.064) +2024-10-13 09:23:01,928 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 36388] [top5_cnt 45526] [top_all 50000] +2024-10-13 09:23:01,928 - net_E: 72.776 (91.052) +2024-10-13 09:23:02,077 - Max [top1: 68.540 (epoch: 636)] [top1-ema: 72.776 (epoch: 637)] +2024-10-13 09:23:02,078 - ==> Total time: 1 day, 11:35:53 Eta: 20:17:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 09:23:10,156 - Train: 63.70% [796900/1251000] [637.0/1000.0] [batch_t 0.147 (0.180)] [data_t 0.004] [optim_t 0.143] [lr 0.000895] [CE 5.024 (4.618)] [KD 4.774 (4.646)] +2024-10-13 09:23:17,701 - Train: 63.71% [796950/1251000] [637.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000895] [CE 4.289 (4.483)] [KD 4.656 (4.666)] +2024-10-13 09:23:25,077 - Train: 63.71% [797000/1251000] [637.1/1000.0] [batch_t 0.151 (0.147)] [data_t 0.004] [optim_t 0.147] [lr 0.000895] [CE 4.835 (4.580)] [KD 4.783 (4.671)] +2024-10-13 09:23:33,003 - Train: 63.71% [797050/1251000] [637.1/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.000895] [CE 5.089 (4.579)] [KD 4.987 (4.696)] +2024-10-13 09:23:40,573 - Train: 63.72% [797100/1251000] [637.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000895] [CE 3.995 (4.573)] [KD 4.471 (4.726)] +2024-10-13 09:23:48,173 - Train: 63.72% [797150/1251000] [637.2/1000.0] [batch_t 0.143 (0.152)] [data_t 0.004] [optim_t 0.139] [lr 0.000895] [CE 4.040 (4.509)] [KD 4.239 (4.712)] +2024-10-13 09:23:55,606 - Train: 63.73% [797200/1251000] [637.3/1000.0] [batch_t 0.158 (0.149)] [data_t 0.005] [optim_t 0.153] [lr 0.000894] [CE 4.631 (4.456)] [KD 5.039 (4.698)] +2024-10-13 09:24:03,156 - Train: 63.73% [797250/1251000] [637.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000894] [CE 4.420 (4.483)] [KD 4.451 (4.633)] +2024-10-13 09:24:10,727 - Train: 63.73% [797300/1251000] [637.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000894] [CE 4.665 (4.536)] [KD 4.676 (4.674)] +2024-10-13 09:24:18,305 - Train: 63.74% [797350/1251000] [637.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000894] [CE 4.441 (4.561)] [KD 4.538 (4.652)] +2024-10-13 09:24:25,965 - Train: 63.74% [797400/1251000] [637.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000894] [CE 4.542 (4.565)] [KD 4.490 (4.723)] +2024-10-13 09:24:33,605 - Train: 63.75% [797450/1251000] [637.5/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000894] [CE 4.104 (4.590)] [KD 4.169 (4.774)] +2024-10-13 09:24:41,113 - Train: 63.75% [797500/1251000] [637.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.000893] [CE 4.991 (4.548)] [KD 4.972 (4.748)] +2024-10-13 09:24:48,563 - Train: 63.75% [797550/1251000] [637.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000893] [CE 4.786 (4.484)] [KD 4.758 (4.681)] +2024-10-13 09:24:56,118 - Train: 63.76% [797600/1251000] [637.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000893] [CE 4.444 (4.518)] [KD 4.707 (4.672)] +2024-10-13 09:25:03,933 - Train: 63.76% [797650/1251000] [637.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.008] [optim_t 0.141] [lr 0.000893] [CE 4.262 (4.520)] [KD 4.510 (4.700)] +2024-10-13 09:25:11,355 - Train: 63.76% [797700/1251000] [637.6/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000893] [CE 4.755 (4.521)] [KD 4.841 (4.710)] +2024-10-13 09:25:18,943 - Train: 63.77% [797750/1251000] [637.7/1000.0] [batch_t 0.156 (0.152)] [data_t 0.006] [optim_t 0.150] [lr 0.000892] [CE 4.766 (4.541)] [KD 4.926 (4.697)] +2024-10-13 09:25:26,512 - Train: 63.77% [797800/1251000] [637.7/1000.0] [batch_t 0.157 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.000892] [CE 4.592 (4.476)] [KD 4.554 (4.635)] +2024-10-13 09:25:33,961 - Train: 63.78% [797850/1251000] [637.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.000892] [CE 4.558 (4.527)] [KD 4.903 (4.678)] +2024-10-13 09:25:41,849 - Train: 63.78% [797900/1251000] [637.8/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.000892] [CE 4.718 (4.558)] [KD 4.766 (4.731)] +2024-10-13 09:25:49,415 - Train: 63.78% [797950/1251000] [637.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000892] [CE 4.296 (4.565)] [KD 4.512 (4.688)] +2024-10-13 09:25:57,101 - Train: 63.79% [798000/1251000] [637.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.000892] [CE 4.537 (4.547)] [KD 4.997 (4.696)] +2024-10-13 09:26:04,534 - Train: 63.79% [798050/1251000] [637.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000891] [CE 4.423 (4.529)] [KD 4.886 (4.687)] +2024-10-13 09:26:12,068 - Train: 63.80% [798100/1251000] [638.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000891] [CE 4.512 (4.588)] [KD 4.750 (4.786)] +2024-10-13 09:26:23,295 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 33774] [top5_cnt 44008] [top_all 50000] +2024-10-13 09:26:23,295 - net: 67.548 (88.016) +2024-10-13 09:26:29,081 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 36411] [top5_cnt 45537] [top_all 50000] +2024-10-13 09:26:29,081 - net_E: 72.822 (91.074) +2024-10-13 09:26:29,214 - Max [top1: 68.540 (epoch: 636)] [top1-ema: 72.822 (epoch: 638)] +2024-10-13 09:26:29,215 - ==> Total time: 1 day, 11:39:20 Eta: 20:13:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 09:26:34,648 - Train: 63.80% [798150/1251000] [638.0/1000.0] [batch_t 0.146 (0.189)] [data_t 0.005] [optim_t 0.141] [lr 0.000891] [CE 4.393 (4.505)] [KD 4.415 (4.677)] +2024-10-13 09:26:42,352 - Train: 63.80% [798200/1251000] [638.0/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000891] [CE 4.082 (4.641)] [KD 4.177 (4.716)] +2024-10-13 09:26:49,921 - Train: 63.81% [798250/1251000] [638.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000891] [CE 4.761 (4.500)] [KD 4.739 (4.595)] +2024-10-13 09:26:57,763 - Train: 63.81% [798300/1251000] [638.1/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.000891] [CE 5.081 (4.586)] [KD 4.993 (4.634)] +2024-10-13 09:27:05,241 - Train: 63.82% [798350/1251000] [638.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000890] [CE 4.493 (4.580)] [KD 4.317 (4.722)] +2024-10-13 09:27:12,891 - Train: 63.82% [798400/1251000] [638.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000890] [CE 4.697 (4.555)] [KD 4.449 (4.666)] +2024-10-13 09:27:20,309 - Train: 63.82% [798450/1251000] [638.2/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000890] [CE 4.582 (4.686)] [KD 4.443 (4.721)] +2024-10-13 09:27:27,872 - Train: 63.83% [798500/1251000] [638.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000890] [CE 4.125 (4.539)] [KD 4.310 (4.667)] +2024-10-13 09:27:35,434 - Train: 63.83% [798550/1251000] [638.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000890] [CE 4.814 (4.544)] [KD 4.656 (4.697)] +2024-10-13 09:27:43,068 - Train: 63.84% [798600/1251000] [638.4/1000.0] [batch_t 0.159 (0.153)] [data_t 0.005] [optim_t 0.154] [lr 0.000890] [CE 4.429 (4.563)] [KD 4.435 (4.652)] +2024-10-13 09:27:50,677 - Train: 63.84% [798650/1251000] [638.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000889] [CE 5.150 (4.509)] [KD 4.955 (4.660)] +2024-10-13 09:27:58,268 - Train: 63.84% [798700/1251000] [638.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000889] [CE 4.780 (4.523)] [KD 4.686 (4.672)] +2024-10-13 09:28:05,975 - Train: 63.85% [798750/1251000] [638.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000889] [CE 4.720 (4.553)] [KD 4.738 (4.703)] +2024-10-13 09:28:13,606 - Train: 63.85% [798800/1251000] [638.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000889] [CE 4.519 (4.587)] [KD 4.541 (4.690)] +2024-10-13 09:28:21,327 - Train: 63.86% [798850/1251000] [638.6/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000889] [CE 4.779 (4.522)] [KD 4.772 (4.709)] +2024-10-13 09:28:28,729 - Train: 63.86% [798900/1251000] [638.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000889] [CE 4.330 (4.527)] [KD 4.327 (4.619)] +2024-10-13 09:28:36,162 - Train: 63.86% [798950/1251000] [638.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000888] [CE 4.558 (4.542)] [KD 4.808 (4.669)] +2024-10-13 09:28:43,576 - Train: 63.87% [799000/1251000] [638.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000888] [CE 3.986 (4.603)] [KD 4.470 (4.692)] +2024-10-13 09:28:51,064 - Train: 63.87% [799050/1251000] [638.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000888] [CE 4.564 (4.580)] [KD 4.615 (4.688)] +2024-10-13 09:28:58,734 - Train: 63.88% [799100/1251000] [638.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.006] [optim_t 0.148] [lr 0.000888] [CE 4.545 (4.526)] [KD 4.545 (4.692)] +2024-10-13 09:29:06,509 - Train: 63.88% [799150/1251000] [638.8/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.000888] [CE 4.523 (4.544)] [KD 4.796 (4.716)] +2024-10-13 09:29:13,939 - Train: 63.88% [799200/1251000] [638.8/1000.0] [batch_t 0.156 (0.149)] [data_t 0.006] [optim_t 0.149] [lr 0.000888] [CE 4.264 (4.577)] [KD 4.700 (4.672)] +2024-10-13 09:29:21,462 - Train: 63.89% [799250/1251000] [638.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000887] [CE 4.141 (4.535)] [KD 4.529 (4.664)] +2024-10-13 09:29:29,011 - Train: 63.89% [799300/1251000] [638.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000887] [CE 4.667 (4.553)] [KD 4.678 (4.666)] +2024-10-13 09:29:36,613 - Train: 63.90% [799350/1251000] [639.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.000887] [CE 4.905 (4.545)] [KD 4.794 (4.699)] +2024-10-13 09:29:48,073 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 32760] [top5_cnt 43315] [top_all 50000] +2024-10-13 09:29:48,073 - net: 65.520 (86.630) +2024-10-13 09:29:53,862 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 36416] [top5_cnt 45564] [top_all 50000] +2024-10-13 09:29:53,862 - net_E: 72.832 (91.128) +2024-10-13 09:29:54,027 - Max [top1: 68.540 (epoch: 636)] [top1-ema: 72.832 (epoch: 639)] +2024-10-13 09:29:54,028 - ==> Total time: 1 day, 11:42:45 Eta: 20:10:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 09:29:59,005 - Train: 63.90% [799400/1251000] [639.0/1000.0] [batch_t 0.147 (0.184)] [data_t 0.005] [optim_t 0.142] [lr 0.000887] [CE 4.554 (4.536)] [KD 4.597 (4.572)] +2024-10-13 09:30:06,599 - Train: 63.90% [799450/1251000] [639.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000887] [CE 4.086 (4.544)] [KD 4.349 (4.657)] +2024-10-13 09:30:14,030 - Train: 63.91% [799500/1251000] [639.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000887] [CE 4.368 (4.486)] [KD 4.364 (4.651)] +2024-10-13 09:30:21,938 - Train: 63.91% [799550/1251000] [639.1/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.142] [lr 0.000886] [CE 3.957 (4.550)] [KD 4.238 (4.693)] +2024-10-13 09:30:29,376 - Train: 63.92% [799600/1251000] [639.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000886] [CE 4.396 (4.480)] [KD 4.565 (4.618)] +2024-10-13 09:30:36,831 - Train: 63.92% [799650/1251000] [639.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000886] [CE 4.756 (4.555)] [KD 4.814 (4.647)] +2024-10-13 09:30:44,642 - Train: 63.92% [799700/1251000] [639.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.000886] [CE 4.572 (4.592)] [KD 4.748 (4.662)] +2024-10-13 09:30:52,369 - Train: 63.93% [799750/1251000] [639.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.007] [optim_t 0.144] [lr 0.000886] [CE 4.587 (4.544)] [KD 4.716 (4.683)] +2024-10-13 09:31:00,011 - Train: 63.93% [799800/1251000] [639.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000886] [CE 5.031 (4.525)] [KD 4.788 (4.607)] +2024-10-13 09:31:07,582 - Train: 63.94% [799850/1251000] [639.4/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.000885] [CE 4.625 (4.598)] [KD 4.809 (4.683)] +2024-10-13 09:31:15,187 - Train: 63.94% [799900/1251000] [639.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000885] [CE 4.510 (4.534)] [KD 4.615 (4.654)] +2024-10-13 09:31:22,599 - Train: 63.94% [799950/1251000] [639.4/1000.0] [batch_t 0.150 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.000885] [CE 4.673 (4.535)] [KD 4.775 (4.668)] +2024-10-13 09:31:30,303 - Train: 63.95% [800000/1251000] [639.5/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.000885] [CE 4.989 (4.582)] [KD 5.030 (4.676)] +2024-10-13 09:31:37,978 - Train: 63.95% [800050/1251000] [639.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000885] [CE 4.178 (4.557)] [KD 4.552 (4.634)] +2024-10-13 09:31:45,537 - Train: 63.96% [800100/1251000] [639.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000885] [CE 4.726 (4.561)] [KD 4.479 (4.634)] +2024-10-13 09:31:53,095 - Train: 63.96% [800150/1251000] [639.6/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.000884] [CE 4.670 (4.580)] [KD 4.702 (4.682)] +2024-10-13 09:32:00,662 - Train: 63.96% [800200/1251000] [639.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000884] [CE 5.081 (4.551)] [KD 5.081 (4.705)] +2024-10-13 09:32:08,282 - Train: 63.97% [800250/1251000] [639.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000884] [CE 4.545 (4.556)] [KD 4.700 (4.690)] +2024-10-13 09:32:15,898 - Train: 63.97% [800300/1251000] [639.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000884] [CE 3.871 (4.626)] [KD 3.950 (4.636)] +2024-10-13 09:32:23,527 - Train: 63.98% [800350/1251000] [639.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000884] [CE 4.384 (4.554)] [KD 4.478 (4.673)] +2024-10-13 09:32:31,255 - Train: 63.98% [800400/1251000] [639.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000884] [CE 4.704 (4.612)] [KD 4.616 (4.769)] +2024-10-13 09:32:38,689 - Train: 63.98% [800450/1251000] [639.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000883] [CE 4.465 (4.610)] [KD 4.445 (4.726)] +2024-10-13 09:32:46,114 - Train: 63.99% [800500/1251000] [639.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000883] [CE 4.243 (4.545)] [KD 4.501 (4.718)] +2024-10-13 09:32:53,811 - Train: 63.99% [800550/1251000] [639.9/1000.0] [batch_t 0.156 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.000883] [CE 4.954 (4.598)] [KD 4.981 (4.692)] +2024-10-13 09:33:01,607 - Train: 64.00% [800600/1251000] [640.0/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.140] [lr 0.000883] [CE 4.481 (4.574)] [KD 4.844 (4.730)] +2024-10-13 09:33:13,257 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 33807] [top5_cnt 44081] [top_all 50000] +2024-10-13 09:33:13,258 - net: 67.614 (88.162) +2024-10-13 09:33:18,992 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.102)] [top1_cnt 36406] [top5_cnt 45563] [top_all 50000] +2024-10-13 09:33:18,993 - net_E: 72.812 (91.126) +2024-10-13 09:33:19,180 - Max [top1: 68.540 (epoch: 636)] [top1-ema: 72.832 (epoch: 639)] +2024-10-13 09:33:19,180 - ==> Total time: 1 day, 11:46:10 Eta: 20:07:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 09:33:22,809 - Train: 64.00% [800650/1251000] [640.0/1000.0] [batch_t 0.149 (0.192)] [data_t 0.006] [optim_t 0.143] [lr 0.000883] [CE 4.089 (4.485)] [KD 4.469 (4.592)] +2024-10-13 09:33:30,358 - Train: 64.00% [800700/1251000] [640.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000883] [CE 4.378 (4.507)] [KD 4.556 (4.644)] +2024-10-13 09:33:37,804 - Train: 64.01% [800750/1251000] [640.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000882] [CE 4.427 (4.511)] [KD 4.455 (4.642)] +2024-10-13 09:33:45,551 - Train: 64.01% [800800/1251000] [640.1/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000882] [CE 4.035 (4.516)] [KD 4.521 (4.690)] +2024-10-13 09:33:53,393 - Train: 64.02% [800850/1251000] [640.2/1000.0] [batch_t 0.288 (0.157)] [data_t 0.006] [optim_t 0.283] [lr 0.000882] [CE 4.194 (4.555)] [KD 4.399 (4.697)] +2024-10-13 09:34:00,970 - Train: 64.02% [800900/1251000] [640.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000882] [CE 4.091 (4.550)] [KD 4.421 (4.676)] +2024-10-13 09:34:08,427 - Train: 64.02% [800950/1251000] [640.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000882] [CE 4.634 (4.469)] [KD 4.598 (4.648)] +2024-10-13 09:34:16,028 - Train: 64.03% [801000/1251000] [640.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000882] [CE 4.575 (4.547)] [KD 4.859 (4.698)] +2024-10-13 09:34:23,635 - Train: 64.03% [801050/1251000] [640.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000881] [CE 4.238 (4.508)] [KD 4.131 (4.610)] +2024-10-13 09:34:31,370 - Train: 64.04% [801100/1251000] [640.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000881] [CE 4.823 (4.526)] [KD 4.708 (4.630)] +2024-10-13 09:34:39,139 - Train: 64.04% [801150/1251000] [640.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000881] [CE 4.876 (4.544)] [KD 4.979 (4.693)] +2024-10-13 09:34:46,549 - Train: 64.04% [801200/1251000] [640.4/1000.0] [batch_t 0.143 (0.148)] [data_t 0.003] [optim_t 0.140] [lr 0.000881] [CE 4.079 (4.538)] [KD 4.658 (4.728)] +2024-10-13 09:34:54,173 - Train: 64.05% [801250/1251000] [640.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000881] [CE 4.775 (4.597)] [KD 4.805 (4.732)] +2024-10-13 09:35:01,684 - Train: 64.05% [801300/1251000] [640.5/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000880] [CE 4.610 (4.546)] [KD 4.801 (4.664)] +2024-10-13 09:35:09,424 - Train: 64.06% [801350/1251000] [640.6/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.000880] [CE 4.726 (4.529)] [KD 4.770 (4.657)] +2024-10-13 09:35:17,129 - Train: 64.06% [801400/1251000] [640.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000880] [CE 4.858 (4.567)] [KD 4.942 (4.726)] +2024-10-13 09:35:25,006 - Train: 64.06% [801450/1251000] [640.6/1000.0] [batch_t 0.306 (0.157)] [data_t 0.004] [optim_t 0.301] [lr 0.000880] [CE 4.190 (4.572)] [KD 4.453 (4.663)] +2024-10-13 09:35:32,470 - Train: 64.07% [801500/1251000] [640.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000880] [CE 4.205 (4.504)] [KD 4.597 (4.673)] +2024-10-13 09:35:40,111 - Train: 64.07% [801550/1251000] [640.7/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000880] [CE 4.259 (4.600)] [KD 4.886 (4.700)] +2024-10-13 09:35:47,641 - Train: 64.08% [801600/1251000] [640.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000879] [CE 4.630 (4.577)] [KD 4.854 (4.688)] +2024-10-13 09:35:55,246 - Train: 64.08% [801650/1251000] [640.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000879] [CE 4.325 (4.487)] [KD 4.444 (4.648)] +2024-10-13 09:36:03,007 - Train: 64.08% [801700/1251000] [640.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000879] [CE 5.117 (4.524)] [KD 5.063 (4.709)] +2024-10-13 09:36:10,645 - Train: 64.09% [801750/1251000] [640.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000879] [CE 4.314 (4.590)] [KD 4.475 (4.758)] +2024-10-13 09:36:18,229 - Train: 64.09% [801800/1251000] [640.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000879] [CE 4.306 (4.569)] [KD 4.475 (4.686)] +2024-10-13 09:36:25,934 - Train: 64.10% [801850/1251000] [641.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000879] [CE 4.648 (4.558)] [KD 4.711 (4.681)] +2024-10-13 09:36:38,019 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 33988] [top5_cnt 44134] [top_all 50000] +2024-10-13 09:36:38,019 - net: 67.976 (88.268) +2024-10-13 09:36:43,801 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 36385] [top5_cnt 45552] [top_all 50000] +2024-10-13 09:36:43,802 - net_E: 72.770 (91.104) +2024-10-13 09:36:43,969 - Max [top1: 68.540 (epoch: 636)] [top1-ema: 72.832 (epoch: 639)] +2024-10-13 09:36:43,969 - ==> Total time: 1 day, 11:49:35 Eta: 20:03:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 09:36:47,408 - Train: 64.10% [801900/1251000] [641.0/1000.0] [batch_t 0.148 (0.204)] [data_t 0.004] [optim_t 0.144] [lr 0.000878] [CE 4.732 (4.604)] [KD 4.972 (4.661)] +2024-10-13 09:36:55,172 - Train: 64.10% [801950/1251000] [641.0/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.142] [lr 0.000878] [CE 4.672 (4.547)] [KD 4.937 (4.672)] +2024-10-13 09:37:02,650 - Train: 64.11% [802000/1251000] [641.1/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.150] [lr 0.000878] [CE 4.285 (4.542)] [KD 4.436 (4.699)] +2024-10-13 09:37:10,303 - Train: 64.11% [802050/1251000] [641.1/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.000878] [CE 4.568 (4.572)] [KD 4.810 (4.680)] +2024-10-13 09:37:18,016 - Train: 64.12% [802100/1251000] [641.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000878] [CE 4.319 (4.628)] [KD 4.621 (4.679)] +2024-10-13 09:37:25,486 - Train: 64.12% [802150/1251000] [641.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000878] [CE 4.783 (4.532)] [KD 4.605 (4.638)] +2024-10-13 09:37:33,067 - Train: 64.12% [802200/1251000] [641.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000877] [CE 4.670 (4.536)] [KD 4.531 (4.582)] +2024-10-13 09:37:40,654 - Train: 64.13% [802250/1251000] [641.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000877] [CE 4.019 (4.476)] [KD 4.425 (4.638)] +2024-10-13 09:37:48,371 - Train: 64.13% [802300/1251000] [641.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000877] [CE 4.644 (4.572)] [KD 4.724 (4.712)] +2024-10-13 09:37:55,997 - Train: 64.14% [802350/1251000] [641.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.006] [optim_t 0.147] [lr 0.000877] [CE 4.660 (4.536)] [KD 4.687 (4.676)] +2024-10-13 09:38:03,486 - Train: 64.14% [802400/1251000] [641.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000877] [CE 4.877 (4.495)] [KD 5.095 (4.690)] +2024-10-13 09:38:11,139 - Train: 64.14% [802450/1251000] [641.4/1000.0] [batch_t 0.293 (0.153)] [data_t 0.006] [optim_t 0.287] [lr 0.000877] [CE 4.827 (4.547)] [KD 4.912 (4.691)] +2024-10-13 09:38:18,820 - Train: 64.15% [802500/1251000] [641.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.000876] [CE 4.224 (4.626)] [KD 4.611 (4.717)] +2024-10-13 09:38:26,443 - Train: 64.15% [802550/1251000] [641.5/1000.0] [batch_t 0.160 (0.152)] [data_t 0.007] [optim_t 0.154] [lr 0.000876] [CE 4.695 (4.606)] [KD 4.523 (4.720)] +2024-10-13 09:38:33,984 - Train: 64.16% [802600/1251000] [641.6/1000.0] [batch_t 0.156 (0.151)] [data_t 0.003] [optim_t 0.154] [lr 0.000876] [CE 4.914 (4.670)] [KD 4.830 (4.711)] +2024-10-13 09:38:41,531 - Train: 64.16% [802650/1251000] [641.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.008] [optim_t 0.143] [lr 0.000876] [CE 4.749 (4.534)] [KD 4.600 (4.618)] +2024-10-13 09:38:49,206 - Train: 64.16% [802700/1251000] [641.6/1000.0] [batch_t 0.155 (0.153)] [data_t 0.006] [optim_t 0.149] [lr 0.000876] [CE 4.044 (4.596)] [KD 4.333 (4.742)] +2024-10-13 09:38:56,908 - Train: 64.17% [802750/1251000] [641.7/1000.0] [batch_t 0.155 (0.154)] [data_t 0.006] [optim_t 0.149] [lr 0.000876] [CE 4.667 (4.494)] [KD 4.721 (4.613)] +2024-10-13 09:39:04,606 - Train: 64.17% [802800/1251000] [641.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.007] [optim_t 0.144] [lr 0.000875] [CE 4.701 (4.561)] [KD 4.671 (4.620)] +2024-10-13 09:39:12,331 - Train: 64.18% [802850/1251000] [641.8/1000.0] [batch_t 0.158 (0.154)] [data_t 0.006] [optim_t 0.152] [lr 0.000875] [CE 4.906 (4.579)] [KD 4.964 (4.665)] +2024-10-13 09:39:20,037 - Train: 64.18% [802900/1251000] [641.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000875] [CE 4.655 (4.531)] [KD 4.721 (4.716)] +2024-10-13 09:39:27,786 - Train: 64.18% [802950/1251000] [641.8/1000.0] [batch_t 0.157 (0.155)] [data_t 0.007] [optim_t 0.150] [lr 0.000875] [CE 4.533 (4.541)] [KD 4.618 (4.711)] +2024-10-13 09:39:35,652 - Train: 64.19% [803000/1251000] [641.9/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.143] [lr 0.000875] [CE 4.187 (4.540)] [KD 4.334 (4.643)] +2024-10-13 09:39:43,170 - Train: 64.19% [803050/1251000] [641.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000875] [CE 4.305 (4.522)] [KD 4.364 (4.655)] +2024-10-13 09:39:50,978 - Train: 64.20% [803100/1251000] [642.0/1000.0] [batch_t 0.155 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000874] [CE 4.512 (4.540)] [KD 4.362 (4.640)] +2024-10-13 09:40:03,019 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34299] [top5_cnt 44248] [top_all 50000] +2024-10-13 09:40:03,019 - net: 68.598 (88.496) +2024-10-13 09:40:08,858 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 36446] [top5_cnt 45538] [top_all 50000] +2024-10-13 09:40:08,859 - net_E: 72.892 (91.076) +2024-10-13 09:40:09,015 - Max [top1: 68.598 (epoch: 642)] [top1-ema: 72.892 (epoch: 642)] +2024-10-13 09:40:09,015 - ==> Total time: 1 day, 11:53:00 Eta: 20:00:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 09:40:14,427 - Train: 64.20% [803150/1251000] [642.0/1000.0] [batch_t 0.147 (0.192)] [data_t 0.005] [optim_t 0.142] [lr 0.000874] [CE 4.787 (4.704)] [KD 4.955 (4.779)] +2024-10-13 09:40:22,130 - Train: 64.20% [803200/1251000] [642.0/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000874] [CE 4.606 (4.502)] [KD 4.773 (4.631)] +2024-10-13 09:40:29,615 - Train: 64.21% [803250/1251000] [642.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.007] [optim_t 0.142] [lr 0.000874] [CE 4.317 (4.471)] [KD 4.560 (4.571)] +2024-10-13 09:40:37,459 - Train: 64.21% [803300/1251000] [642.1/1000.0] [batch_t 0.145 (0.157)] [data_t 0.003] [optim_t 0.142] [lr 0.000874] [CE 5.004 (4.567)] [KD 4.787 (4.690)] +2024-10-13 09:40:44,901 - Train: 64.22% [803350/1251000] [642.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000874] [CE 4.622 (4.486)] [KD 4.598 (4.674)] +2024-10-13 09:40:52,485 - Train: 64.22% [803400/1251000] [642.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.007] [optim_t 0.142] [lr 0.000873] [CE 5.155 (4.546)] [KD 4.816 (4.634)] +2024-10-13 09:41:00,001 - Train: 64.22% [803450/1251000] [642.2/1000.0] [batch_t 0.261 (0.150)] [data_t 0.006] [optim_t 0.256] [lr 0.000873] [CE 4.565 (4.567)] [KD 4.439 (4.648)] +2024-10-13 09:41:07,452 - Train: 64.23% [803500/1251000] [642.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000873] [CE 4.377 (4.483)] [KD 4.707 (4.588)] +2024-10-13 09:41:15,128 - Train: 64.23% [803550/1251000] [642.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000873] [CE 4.748 (4.481)] [KD 4.867 (4.644)] +2024-10-13 09:41:22,640 - Train: 64.24% [803600/1251000] [642.4/1000.0] [batch_t 0.143 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.000873] [CE 4.268 (4.639)] [KD 4.797 (4.739)] +2024-10-13 09:41:30,233 - Train: 64.24% [803650/1251000] [642.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000873] [CE 4.610 (4.566)] [KD 4.691 (4.673)] +2024-10-13 09:41:37,886 - Train: 64.24% [803700/1251000] [642.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000872] [CE 4.295 (4.576)] [KD 4.696 (4.667)] +2024-10-13 09:41:45,408 - Train: 64.25% [803750/1251000] [642.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000872] [CE 4.267 (4.485)] [KD 4.393 (4.603)] +2024-10-13 09:41:52,874 - Train: 64.25% [803800/1251000] [642.5/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.000872] [CE 4.632 (4.534)] [KD 4.773 (4.642)] +2024-10-13 09:42:00,563 - Train: 64.26% [803850/1251000] [642.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000872] [CE 4.533 (4.569)] [KD 4.546 (4.652)] +2024-10-13 09:42:08,149 - Train: 64.26% [803900/1251000] [642.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000872] [CE 3.700 (4.490)] [KD 4.560 (4.645)] +2024-10-13 09:42:15,647 - Train: 64.26% [803950/1251000] [642.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000872] [CE 4.499 (4.536)] [KD 4.805 (4.683)] +2024-10-13 09:42:23,040 - Train: 64.27% [804000/1251000] [642.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000871] [CE 5.126 (4.552)] [KD 4.987 (4.656)] +2024-10-13 09:42:30,583 - Train: 64.27% [804050/1251000] [642.7/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.000871] [CE 4.283 (4.516)] [KD 4.882 (4.666)] +2024-10-13 09:42:38,202 - Train: 64.28% [804100/1251000] [642.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000871] [CE 4.753 (4.488)] [KD 4.719 (4.655)] +2024-10-13 09:42:45,859 - Train: 64.28% [804150/1251000] [642.8/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.000871] [CE 4.552 (4.602)] [KD 4.725 (4.750)] +2024-10-13 09:42:53,373 - Train: 64.28% [804200/1251000] [642.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000871] [CE 4.704 (4.543)] [KD 4.659 (4.668)] +2024-10-13 09:43:00,862 - Train: 64.29% [804250/1251000] [642.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000871] [CE 4.704 (4.567)] [KD 4.766 (4.660)] +2024-10-13 09:43:08,315 - Train: 64.29% [804300/1251000] [642.9/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.000870] [CE 4.099 (4.502)] [KD 4.206 (4.622)] +2024-10-13 09:43:15,761 - Train: 64.30% [804350/1251000] [643.0/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.000870] [CE 4.456 (4.556)] [KD 4.628 (4.622)] +2024-10-13 09:43:27,983 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 33904] [top5_cnt 44150] [top_all 50000] +2024-10-13 09:43:27,983 - net: 67.808 (88.300) +2024-10-13 09:43:33,716 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.102)] [top1_cnt 36413] [top5_cnt 45543] [top_all 50000] +2024-10-13 09:43:33,716 - net_E: 72.826 (91.086) +2024-10-13 09:43:33,892 - Max [top1: 68.598 (epoch: 642)] [top1-ema: 72.892 (epoch: 642)] +2024-10-13 09:43:33,893 - ==> Total time: 1 day, 11:56:24 Eta: 19:57:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 09:43:37,109 - Train: 64.30% [804400/1251000] [643.0/1000.0] [batch_t 0.147 (0.218)] [data_t 0.005] [optim_t 0.142] [lr 0.000870] [CE 4.855 (4.473)] [KD 4.814 (4.620)] +2024-10-13 09:43:44,660 - Train: 64.30% [804450/1251000] [643.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000870] [CE 4.282 (4.608)] [KD 4.703 (4.655)] +2024-10-13 09:43:52,220 - Train: 64.31% [804500/1251000] [643.1/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.000870] [CE 4.389 (4.514)] [KD 4.409 (4.589)] +2024-10-13 09:43:59,918 - Train: 64.31% [804550/1251000] [643.1/1000.0] [batch_t 0.163 (0.154)] [data_t 0.004] [optim_t 0.159] [lr 0.000870] [CE 4.414 (4.575)] [KD 4.730 (4.637)] +2024-10-13 09:44:07,479 - Train: 64.32% [804600/1251000] [643.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000869] [CE 4.425 (4.554)] [KD 4.825 (4.642)] +2024-10-13 09:44:14,870 - Train: 64.32% [804650/1251000] [643.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000869] [CE 4.507 (4.488)] [KD 4.489 (4.606)] +2024-10-13 09:44:22,520 - Train: 64.32% [804700/1251000] [643.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000869] [CE 4.544 (4.533)] [KD 4.618 (4.608)] +2024-10-13 09:44:29,893 - Train: 64.33% [804750/1251000] [643.3/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.000869] [CE 4.437 (4.539)] [KD 4.629 (4.662)] +2024-10-13 09:44:37,445 - Train: 64.33% [804800/1251000] [643.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000869] [CE 4.303 (4.525)] [KD 4.414 (4.653)] +2024-10-13 09:44:44,966 - Train: 64.34% [804850/1251000] [643.4/1000.0] [batch_t 0.250 (0.150)] [data_t 0.005] [optim_t 0.246] [lr 0.000869] [CE 5.015 (4.508)] [KD 4.897 (4.602)] +2024-10-13 09:44:52,546 - Train: 64.34% [804900/1251000] [643.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000868] [CE 4.387 (4.440)] [KD 4.584 (4.558)] +2024-10-13 09:45:00,248 - Train: 64.34% [804950/1251000] [643.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.000868] [CE 4.462 (4.549)] [KD 4.534 (4.637)] +2024-10-13 09:45:08,088 - Train: 64.35% [805000/1251000] [643.5/1000.0] [batch_t 0.158 (0.157)] [data_t 0.004] [optim_t 0.154] [lr 0.000868] [CE 4.304 (4.540)] [KD 4.858 (4.648)] +2024-10-13 09:45:15,514 - Train: 64.35% [805050/1251000] [643.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000868] [CE 4.358 (4.589)] [KD 4.612 (4.688)] +2024-10-13 09:45:22,963 - Train: 64.36% [805100/1251000] [643.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000868] [CE 4.765 (4.529)] [KD 4.772 (4.648)] +2024-10-13 09:45:30,556 - Train: 64.36% [805150/1251000] [643.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000868] [CE 4.320 (4.505)] [KD 4.487 (4.674)] +2024-10-13 09:45:38,125 - Train: 64.36% [805200/1251000] [643.6/1000.0] [batch_t 0.163 (0.151)] [data_t 0.004] [optim_t 0.158] [lr 0.000867] [CE 4.496 (4.483)] [KD 4.608 (4.619)] +2024-10-13 09:45:45,689 - Train: 64.37% [805250/1251000] [643.7/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.151] [lr 0.000867] [CE 4.344 (4.520)] [KD 4.486 (4.641)] +2024-10-13 09:45:53,463 - Train: 64.37% [805300/1251000] [643.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000867] [CE 5.056 (4.534)] [KD 4.962 (4.604)] +2024-10-13 09:46:01,114 - Train: 64.38% [805350/1251000] [643.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000867] [CE 4.256 (4.581)] [KD 4.429 (4.646)] +2024-10-13 09:46:08,827 - Train: 64.38% [805400/1251000] [643.8/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000867] [CE 4.628 (4.593)] [KD 4.905 (4.654)] +2024-10-13 09:46:16,393 - Train: 64.38% [805450/1251000] [643.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000867] [CE 4.780 (4.557)] [KD 4.726 (4.652)] +2024-10-13 09:46:23,846 - Train: 64.39% [805500/1251000] [643.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000866] [CE 4.514 (4.531)] [KD 4.864 (4.672)] +2024-10-13 09:46:31,507 - Train: 64.39% [805550/1251000] [643.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.002] [optim_t 0.144] [lr 0.000866] [CE 4.638 (4.513)] [KD 4.766 (4.683)] +2024-10-13 09:46:38,895 - Train: 64.40% [805600/1251000] [644.0/1000.0] [batch_t 0.156 (0.148)] [data_t 0.006] [optim_t 0.150] [lr 0.000866] [CE 4.714 (4.491)] [KD 4.733 (4.644)] +2024-10-13 09:46:51,049 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.103)] [top1_cnt 33189] [top5_cnt 43517] [top_all 50000] +2024-10-13 09:46:51,049 - net: 66.378 (87.034) +2024-10-13 09:46:56,856 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 36461] [top5_cnt 45550] [top_all 50000] +2024-10-13 09:46:56,857 - net_E: 72.922 (91.100) +2024-10-13 09:46:57,010 - Max [top1: 68.598 (epoch: 642)] [top1-ema: 72.922 (epoch: 644)] +2024-10-13 09:46:57,011 - ==> Total time: 1 day, 11:59:48 Eta: 19:53:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 09:47:00,750 - Train: 64.40% [805650/1251000] [644.0/1000.0] [batch_t 0.148 (0.217)] [data_t 0.004] [optim_t 0.143] [lr 0.000866] [CE 4.766 (4.498)] [KD 4.704 (4.592)] +2024-10-13 09:47:08,381 - Train: 64.40% [805700/1251000] [644.0/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.000866] [CE 4.461 (4.516)] [KD 4.539 (4.616)] +2024-10-13 09:47:16,161 - Train: 64.41% [805750/1251000] [644.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.000866] [CE 4.154 (4.459)] [KD 4.563 (4.561)] +2024-10-13 09:47:23,687 - Train: 64.41% [805800/1251000] [644.1/1000.0] [batch_t 0.157 (0.150)] [data_t 0.003] [optim_t 0.155] [lr 0.000865] [CE 4.537 (4.542)] [KD 4.386 (4.633)] +2024-10-13 09:47:31,343 - Train: 64.42% [805850/1251000] [644.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000865] [CE 4.421 (4.527)] [KD 4.633 (4.630)] +2024-10-13 09:47:38,754 - Train: 64.42% [805900/1251000] [644.2/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.000865] [CE 4.474 (4.496)] [KD 4.704 (4.602)] +2024-10-13 09:47:46,116 - Train: 64.42% [805950/1251000] [644.2/1000.0] [batch_t 0.144 (0.147)] [data_t 0.004] [optim_t 0.140] [lr 0.000865] [CE 4.565 (4.514)] [KD 4.543 (4.670)] +2024-10-13 09:47:53,478 - Train: 64.43% [806000/1251000] [644.3/1000.0] [batch_t 0.148 (0.147)] [data_t 0.003] [optim_t 0.145] [lr 0.000865] [CE 4.595 (4.559)] [KD 4.629 (4.650)] +2024-10-13 09:48:01,089 - Train: 64.43% [806050/1251000] [644.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000865] [CE 4.319 (4.591)] [KD 4.477 (4.669)] +2024-10-13 09:48:08,786 - Train: 64.44% [806100/1251000] [644.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000864] [CE 4.230 (4.479)] [KD 4.639 (4.599)] +2024-10-13 09:48:16,530 - Train: 64.44% [806150/1251000] [644.4/1000.0] [batch_t 0.263 (0.155)] [data_t 0.004] [optim_t 0.259] [lr 0.000864] [CE 4.030 (4.481)] [KD 4.419 (4.590)] +2024-10-13 09:48:23,896 - Train: 64.44% [806200/1251000] [644.4/1000.0] [batch_t 0.146 (0.147)] [data_t 0.006] [optim_t 0.140] [lr 0.000864] [CE 4.667 (4.570)] [KD 5.054 (4.651)] +2024-10-13 09:48:31,412 - Train: 64.45% [806250/1251000] [644.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000864] [CE 4.116 (4.433)] [KD 4.562 (4.571)] +2024-10-13 09:48:38,767 - Train: 64.45% [806300/1251000] [644.5/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.000864] [CE 4.523 (4.514)] [KD 4.806 (4.669)] +2024-10-13 09:48:46,345 - Train: 64.46% [806350/1251000] [644.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000864] [CE 4.514 (4.529)] [KD 4.401 (4.626)] +2024-10-13 09:48:53,852 - Train: 64.46% [806400/1251000] [644.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.000863] [CE 4.590 (4.584)] [KD 4.643 (4.668)] +2024-10-13 09:49:01,391 - Train: 64.46% [806450/1251000] [644.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000863] [CE 4.481 (4.554)] [KD 4.489 (4.676)] +2024-10-13 09:49:09,028 - Train: 64.47% [806500/1251000] [644.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000863] [CE 4.593 (4.512)] [KD 4.748 (4.679)] +2024-10-13 09:49:16,596 - Train: 64.47% [806550/1251000] [644.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000863] [CE 4.342 (4.536)] [KD 4.634 (4.684)] +2024-10-13 09:49:24,266 - Train: 64.48% [806600/1251000] [644.8/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.000863] [CE 4.580 (4.608)] [KD 4.643 (4.662)] +2024-10-13 09:49:31,816 - Train: 64.48% [806650/1251000] [644.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000863] [CE 4.800 (4.582)] [KD 4.981 (4.704)] +2024-10-13 09:49:39,607 - Train: 64.48% [806700/1251000] [644.8/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.000862] [CE 4.414 (4.538)] [KD 4.609 (4.692)] +2024-10-13 09:49:47,037 - Train: 64.49% [806750/1251000] [644.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.000862] [CE 5.172 (4.521)] [KD 4.980 (4.676)] +2024-10-13 09:49:54,418 - Train: 64.49% [806800/1251000] [644.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000862] [CE 4.295 (4.476)] [KD 4.621 (4.615)] +2024-10-13 09:50:01,932 - Train: 64.50% [806850/1251000] [645.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000862] [CE 4.849 (4.520)] [KD 5.049 (4.690)] +2024-10-13 09:50:14,365 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 34120] [top5_cnt 44342] [top_all 50000] +2024-10-13 09:50:14,365 - net: 68.240 (88.684) +2024-10-13 09:50:20,260 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 36448] [top5_cnt 45562] [top_all 50000] +2024-10-13 09:50:20,260 - net_E: 72.896 (91.124) +2024-10-13 09:50:20,399 - Max [top1: 68.598 (epoch: 642)] [top1-ema: 72.922 (epoch: 644)] +2024-10-13 09:50:20,399 - ==> Total time: 1 day, 12:03:11 Eta: 19:50:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 09:50:23,999 - Train: 64.50% [806900/1251000] [645.0/1000.0] [batch_t 0.147 (0.234)] [data_t 0.004] [optim_t 0.143] [lr 0.000862] [CE 4.296 (4.361)] [KD 4.127 (4.508)] +2024-10-13 09:50:31,586 - Train: 64.50% [806950/1251000] [645.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000862] [CE 5.053 (4.641)] [KD 5.039 (4.715)] +2024-10-13 09:50:39,200 - Train: 64.51% [807000/1251000] [645.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.000861] [CE 4.320 (4.484)] [KD 4.567 (4.589)] +2024-10-13 09:50:47,109 - Train: 64.51% [807050/1251000] [645.1/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000861] [CE 4.177 (4.541)] [KD 4.458 (4.649)] +2024-10-13 09:50:54,583 - Train: 64.52% [807100/1251000] [645.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000861] [CE 4.000 (4.596)] [KD 4.460 (4.626)] +2024-10-13 09:51:02,046 - Train: 64.52% [807150/1251000] [645.2/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.150] [lr 0.000861] [CE 4.480 (4.531)] [KD 4.599 (4.615)] +2024-10-13 09:51:09,650 - Train: 64.52% [807200/1251000] [645.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000861] [CE 4.542 (4.482)] [KD 4.671 (4.618)] +2024-10-13 09:51:17,489 - Train: 64.53% [807250/1251000] [645.3/1000.0] [batch_t 0.146 (0.157)] [data_t 0.004] [optim_t 0.142] [lr 0.000861] [CE 4.780 (4.578)] [KD 4.675 (4.669)] +2024-10-13 09:51:25,268 - Train: 64.53% [807300/1251000] [645.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000860] [CE 4.428 (4.528)] [KD 4.866 (4.681)] +2024-10-13 09:51:32,703 - Train: 64.54% [807350/1251000] [645.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000860] [CE 4.235 (4.529)] [KD 4.566 (4.667)] +2024-10-13 09:51:40,126 - Train: 64.54% [807400/1251000] [645.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000860] [CE 4.452 (4.580)] [KD 4.836 (4.709)] +2024-10-13 09:51:47,797 - Train: 64.54% [807450/1251000] [645.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000860] [CE 4.960 (4.590)] [KD 4.750 (4.652)] +2024-10-13 09:51:55,367 - Train: 64.55% [807500/1251000] [645.5/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000860] [CE 4.494 (4.499)] [KD 4.580 (4.677)] +2024-10-13 09:52:03,022 - Train: 64.55% [807550/1251000] [645.5/1000.0] [batch_t 0.162 (0.153)] [data_t 0.003] [optim_t 0.159] [lr 0.000860] [CE 4.999 (4.548)] [KD 5.062 (4.639)] +2024-10-13 09:52:10,760 - Train: 64.56% [807600/1251000] [645.6/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000859] [CE 4.331 (4.581)] [KD 4.653 (4.627)] +2024-10-13 09:52:18,204 - Train: 64.56% [807650/1251000] [645.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000859] [CE 4.428 (4.541)] [KD 4.928 (4.682)] +2024-10-13 09:52:25,797 - Train: 64.56% [807700/1251000] [645.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000859] [CE 4.672 (4.520)] [KD 4.733 (4.589)] +2024-10-13 09:52:33,313 - Train: 64.57% [807750/1251000] [645.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000859] [CE 4.663 (4.547)] [KD 4.723 (4.659)] +2024-10-13 09:52:40,965 - Train: 64.57% [807800/1251000] [645.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.000859] [CE 4.658 (4.540)] [KD 4.458 (4.656)] +2024-10-13 09:52:48,630 - Train: 64.58% [807850/1251000] [645.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000858] [CE 4.751 (4.499)] [KD 4.666 (4.683)] +2024-10-13 09:52:56,244 - Train: 64.58% [807900/1251000] [645.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000858] [CE 4.957 (4.542)] [KD 4.721 (4.656)] +2024-10-13 09:53:03,706 - Train: 64.58% [807950/1251000] [645.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000858] [CE 4.371 (4.554)] [KD 4.443 (4.601)] +2024-10-13 09:53:11,341 - Train: 64.59% [808000/1251000] [645.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000858] [CE 4.108 (4.549)] [KD 4.447 (4.662)] +2024-10-13 09:53:18,955 - Train: 64.59% [808050/1251000] [645.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000858] [CE 4.814 (4.622)] [KD 4.742 (4.686)] +2024-10-13 09:53:26,678 - Train: 64.60% [808100/1251000] [646.0/1000.0] [batch_t 0.144 (0.154)] [data_t 0.003] [optim_t 0.141] [lr 0.000858] [CE 4.171 (4.535)] [KD 4.603 (4.647)] +2024-10-13 09:53:39,427 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.110)] [top1_cnt 33958] [top5_cnt 44165] [top_all 50000] +2024-10-13 09:53:39,427 - net: 67.916 (88.330) +2024-10-13 09:53:45,156 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 36452] [top5_cnt 45573] [top_all 50000] +2024-10-13 09:53:45,156 - net_E: 72.904 (91.146) +2024-10-13 09:53:45,325 - Max [top1: 68.598 (epoch: 642)] [top1-ema: 72.922 (epoch: 644)] +2024-10-13 09:53:45,325 - ==> Total time: 1 day, 12:06:36 Eta: 19:47:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 09:53:48,291 - Train: 64.60% [808150/1251000] [646.0/1000.0] [batch_t 0.282 (0.308)] [data_t 0.003] [optim_t 0.278] [lr 0.000857] [CE 4.844 (4.770)] [KD 4.780 (4.752)] +2024-10-13 09:53:55,680 - Train: 64.60% [808200/1251000] [646.0/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.000857] [CE 4.286 (4.517)] [KD 4.659 (4.613)] +2024-10-13 09:54:03,272 - Train: 64.61% [808250/1251000] [646.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000857] [CE 4.451 (4.558)] [KD 4.664 (4.599)] +2024-10-13 09:54:10,952 - Train: 64.61% [808300/1251000] [646.1/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.000857] [CE 4.623 (4.555)] [KD 4.553 (4.585)] +2024-10-13 09:54:18,492 - Train: 64.62% [808350/1251000] [646.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000857] [CE 4.215 (4.514)] [KD 4.419 (4.635)] +2024-10-13 09:54:26,086 - Train: 64.62% [808400/1251000] [646.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.006] [optim_t 0.146] [lr 0.000857] [CE 4.565 (4.617)] [KD 4.566 (4.671)] +2024-10-13 09:54:33,801 - Train: 64.62% [808450/1251000] [646.2/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.000856] [CE 4.548 (4.562)] [KD 4.586 (4.646)] +2024-10-13 09:54:41,263 - Train: 64.63% [808500/1251000] [646.3/1000.0] [batch_t 0.152 (0.149)] [data_t 0.007] [optim_t 0.145] [lr 0.000856] [CE 4.566 (4.504)] [KD 4.648 (4.570)] +2024-10-13 09:54:48,963 - Train: 64.63% [808550/1251000] [646.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000856] [CE 4.132 (4.536)] [KD 4.385 (4.683)] +2024-10-13 09:54:56,844 - Train: 64.64% [808600/1251000] [646.4/1000.0] [batch_t 0.157 (0.157)] [data_t 0.003] [optim_t 0.154] [lr 0.000856] [CE 4.774 (4.550)] [KD 4.686 (4.632)] +2024-10-13 09:55:04,353 - Train: 64.64% [808650/1251000] [646.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000856] [CE 5.161 (4.500)] [KD 4.839 (4.633)] +2024-10-13 09:55:11,805 - Train: 64.64% [808700/1251000] [646.4/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.150] [lr 0.000856] [CE 5.022 (4.475)] [KD 5.065 (4.623)] +2024-10-13 09:55:19,384 - Train: 64.65% [808750/1251000] [646.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000855] [CE 4.331 (4.560)] [KD 4.394 (4.677)] +2024-10-13 09:55:26,959 - Train: 64.65% [808800/1251000] [646.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000855] [CE 4.868 (4.511)] [KD 5.051 (4.666)] +2024-10-13 09:55:34,468 - Train: 64.66% [808850/1251000] [646.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000855] [CE 4.186 (4.571)] [KD 4.557 (4.660)] +2024-10-13 09:55:42,159 - Train: 64.66% [808900/1251000] [646.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000855] [CE 4.701 (4.553)] [KD 4.733 (4.605)] +2024-10-13 09:55:49,741 - Train: 64.66% [808950/1251000] [646.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000855] [CE 4.718 (4.585)] [KD 4.551 (4.666)] +2024-10-13 09:55:57,448 - Train: 64.67% [809000/1251000] [646.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000855] [CE 4.852 (4.529)] [KD 4.902 (4.693)] +2024-10-13 09:56:05,018 - Train: 64.67% [809050/1251000] [646.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000854] [CE 4.220 (4.546)] [KD 4.545 (4.690)] +2024-10-13 09:56:12,566 - Train: 64.68% [809100/1251000] [646.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000854] [CE 4.380 (4.606)] [KD 4.445 (4.713)] +2024-10-13 09:56:20,132 - Train: 64.68% [809150/1251000] [646.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.000854] [CE 4.702 (4.497)] [KD 4.966 (4.652)] +2024-10-13 09:56:27,601 - Train: 64.68% [809200/1251000] [646.8/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.151] [lr 0.000854] [CE 4.740 (4.511)] [KD 4.668 (4.646)] +2024-10-13 09:56:35,093 - Train: 64.69% [809250/1251000] [646.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.000854] [CE 4.570 (4.534)] [KD 4.678 (4.624)] +2024-10-13 09:56:42,924 - Train: 64.69% [809300/1251000] [646.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.006] [optim_t 0.145] [lr 0.000854] [CE 4.618 (4.510)] [KD 4.693 (4.599)] +2024-10-13 09:56:50,390 - Train: 64.70% [809350/1251000] [647.0/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.000853] [CE 4.320 (4.547)] [KD 4.408 (4.631)] +2024-10-13 09:57:03,124 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34445] [top5_cnt 44410] [top_all 50000] +2024-10-13 09:57:03,124 - net: 68.890 (88.820) +2024-10-13 09:57:09,081 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 36459] [top5_cnt 45554] [top_all 50000] +2024-10-13 09:57:09,082 - net_E: 72.918 (91.108) +2024-10-13 09:57:09,224 - Max [top1: 68.890 (epoch: 647)] [top1-ema: 72.922 (epoch: 644)] +2024-10-13 09:57:09,224 - ==> Total time: 1 day, 12:10:00 Eta: 19:43:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 09:57:13,022 - Train: 64.70% [809400/1251000] [647.0/1000.0] [batch_t 0.141 (0.276)] [data_t 0.003] [optim_t 0.138] [lr 0.000853] [CE 4.167 (4.433)] [KD 4.333 (4.493)] +2024-10-13 09:57:20,654 - Train: 64.70% [809450/1251000] [647.0/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000853] [CE 3.921 (4.556)] [KD 4.419 (4.628)] +2024-10-13 09:57:28,089 - Train: 64.71% [809500/1251000] [647.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000853] [CE 4.912 (4.582)] [KD 4.893 (4.652)] +2024-10-13 09:57:35,665 - Train: 64.71% [809550/1251000] [647.1/1000.0] [batch_t 0.143 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.000853] [CE 4.538 (4.556)] [KD 4.764 (4.687)] +2024-10-13 09:57:43,182 - Train: 64.72% [809600/1251000] [647.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.000853] [CE 4.478 (4.559)] [KD 4.414 (4.627)] +2024-10-13 09:57:50,570 - Train: 64.72% [809650/1251000] [647.2/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.000852] [CE 4.620 (4.564)] [KD 4.820 (4.677)] +2024-10-13 09:57:58,091 - Train: 64.72% [809700/1251000] [647.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000852] [CE 4.297 (4.483)] [KD 4.739 (4.581)] +2024-10-13 09:58:05,668 - Train: 64.73% [809750/1251000] [647.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000852] [CE 4.519 (4.566)] [KD 4.455 (4.593)] +2024-10-13 09:58:13,229 - Train: 64.73% [809800/1251000] [647.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000852] [CE 4.553 (4.608)] [KD 4.515 (4.648)] +2024-10-13 09:58:20,997 - Train: 64.74% [809850/1251000] [647.4/1000.0] [batch_t 0.143 (0.155)] [data_t 0.004] [optim_t 0.139] [lr 0.000852] [CE 4.267 (4.525)] [KD 4.537 (4.645)] +2024-10-13 09:58:28,426 - Train: 64.74% [809900/1251000] [647.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000852] [CE 4.345 (4.537)] [KD 4.494 (4.634)] +2024-10-13 09:58:35,839 - Train: 64.74% [809950/1251000] [647.4/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.000851] [CE 4.413 (4.548)] [KD 4.683 (4.607)] +2024-10-13 09:58:43,344 - Train: 64.75% [810000/1251000] [647.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000851] [CE 4.143 (4.538)] [KD 4.413 (4.658)] +2024-10-13 09:58:50,787 - Train: 64.75% [810050/1251000] [647.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000851] [CE 4.782 (4.485)] [KD 4.882 (4.607)] +2024-10-13 09:58:58,405 - Train: 64.76% [810100/1251000] [647.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000851] [CE 4.783 (4.579)] [KD 4.849 (4.674)] +2024-10-13 09:59:06,110 - Train: 64.76% [810150/1251000] [647.6/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000851] [CE 4.610 (4.611)] [KD 4.394 (4.671)] +2024-10-13 09:59:13,665 - Train: 64.76% [810200/1251000] [647.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000851] [CE 4.620 (4.515)] [KD 4.519 (4.565)] +2024-10-13 09:59:21,188 - Train: 64.77% [810250/1251000] [647.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.007] [optim_t 0.141] [lr 0.000850] [CE 4.199 (4.532)] [KD 4.558 (4.598)] +2024-10-13 09:59:28,926 - Train: 64.77% [810300/1251000] [647.7/1000.0] [batch_t 0.144 (0.155)] [data_t 0.004] [optim_t 0.139] [lr 0.000850] [CE 4.798 (4.538)] [KD 4.650 (4.604)] +2024-10-13 09:59:36,311 - Train: 64.78% [810350/1251000] [647.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000850] [CE 4.242 (4.530)] [KD 4.414 (4.596)] +2024-10-13 09:59:43,747 - Train: 64.78% [810400/1251000] [647.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000850] [CE 4.738 (4.502)] [KD 4.786 (4.610)] +2024-10-13 09:59:51,258 - Train: 64.78% [810450/1251000] [647.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000850] [CE 4.279 (4.577)] [KD 4.342 (4.629)] +2024-10-13 09:59:58,703 - Train: 64.79% [810500/1251000] [647.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000850] [CE 4.444 (4.522)] [KD 4.594 (4.646)] +2024-10-13 10:00:06,341 - Train: 64.79% [810550/1251000] [647.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000849] [CE 4.816 (4.615)] [KD 4.789 (4.733)] +2024-10-13 10:00:14,160 - Train: 64.80% [810600/1251000] [648.0/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.000849] [CE 4.709 (4.487)] [KD 4.573 (4.619)] +2024-10-13 10:00:27,211 - Test (net): 100.00% [50/50] [batch_t 0.027 (0.110)] [top1_cnt 34027] [top5_cnt 44224] [top_all 50000] +2024-10-13 10:00:27,212 - net: 68.054 (88.448) +2024-10-13 10:00:33,083 - Test (net_E): 100.00% [50/50] [batch_t 0.048 (0.106)] [top1_cnt 36489] [top5_cnt 45558] [top_all 50000] +2024-10-13 10:00:33,083 - net_E: 72.978 (91.116) +2024-10-13 10:00:33,231 - Max [top1: 68.890 (epoch: 647)] [top1-ema: 72.978 (epoch: 648)] +2024-10-13 10:00:33,232 - ==> Total time: 1 day, 12:13:24 Eta: 19:40:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 10:00:36,216 - Train: 64.80% [810650/1251000] [648.0/1000.0] [batch_t 0.147 (0.343)] [data_t 0.005] [optim_t 0.142] [lr 0.000849] [CE 4.410 (4.520)] [KD 4.406 (4.543)] +2024-10-13 10:00:44,023 - Train: 64.80% [810700/1251000] [648.0/1000.0] [batch_t 0.153 (0.156)] [data_t 0.006] [optim_t 0.147] [lr 0.000849] [CE 4.806 (4.529)] [KD 4.809 (4.642)] +2024-10-13 10:00:51,674 - Train: 64.81% [810750/1251000] [648.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000849] [CE 4.318 (4.521)] [KD 4.320 (4.627)] +2024-10-13 10:00:59,195 - Train: 64.81% [810800/1251000] [648.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000849] [CE 4.820 (4.558)] [KD 5.069 (4.635)] +2024-10-13 10:01:06,771 - Train: 64.82% [810850/1251000] [648.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000848] [CE 5.046 (4.565)] [KD 4.840 (4.605)] +2024-10-13 10:01:14,629 - Train: 64.82% [810900/1251000] [648.2/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.000848] [CE 4.748 (4.560)] [KD 4.827 (4.640)] +2024-10-13 10:01:22,427 - Train: 64.82% [810950/1251000] [648.2/1000.0] [batch_t 0.144 (0.156)] [data_t 0.003] [optim_t 0.141] [lr 0.000848] [CE 4.350 (4.516)] [KD 4.281 (4.613)] +2024-10-13 10:01:30,121 - Train: 64.83% [811000/1251000] [648.3/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000848] [CE 4.287 (4.538)] [KD 4.456 (4.670)] +2024-10-13 10:01:37,828 - Train: 64.83% [811050/1251000] [648.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000848] [CE 4.756 (4.551)] [KD 4.675 (4.660)] +2024-10-13 10:01:45,393 - Train: 64.84% [811100/1251000] [648.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000848] [CE 4.197 (4.503)] [KD 4.424 (4.581)] +2024-10-13 10:01:53,002 - Train: 64.84% [811150/1251000] [648.4/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000847] [CE 4.679 (4.512)] [KD 4.427 (4.597)] +2024-10-13 10:02:00,611 - Train: 64.84% [811200/1251000] [648.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000847] [CE 4.388 (4.574)] [KD 4.496 (4.620)] +2024-10-13 10:02:08,374 - Train: 64.85% [811250/1251000] [648.5/1000.0] [batch_t 0.156 (0.155)] [data_t 0.005] [optim_t 0.151] [lr 0.000847] [CE 4.584 (4.591)] [KD 4.641 (4.665)] +2024-10-13 10:02:16,018 - Train: 64.85% [811300/1251000] [648.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000847] [CE 5.066 (4.439)] [KD 5.096 (4.578)] +2024-10-13 10:02:23,539 - Train: 64.86% [811350/1251000] [648.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000847] [CE 4.942 (4.598)] [KD 4.947 (4.670)] +2024-10-13 10:02:31,189 - Train: 64.86% [811400/1251000] [648.6/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.000847] [CE 4.342 (4.536)] [KD 4.435 (4.646)] +2024-10-13 10:02:38,724 - Train: 64.86% [811450/1251000] [648.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000846] [CE 4.863 (4.539)] [KD 4.643 (4.632)] +2024-10-13 10:02:46,392 - Train: 64.87% [811500/1251000] [648.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.000846] [CE 4.687 (4.524)] [KD 4.687 (4.651)] +2024-10-13 10:02:54,294 - Train: 64.87% [811550/1251000] [648.7/1000.0] [batch_t 0.158 (0.158)] [data_t 0.005] [optim_t 0.152] [lr 0.000846] [CE 4.868 (4.549)] [KD 5.000 (4.709)] +2024-10-13 10:03:01,859 - Train: 64.88% [811600/1251000] [648.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000846] [CE 4.784 (4.521)] [KD 4.799 (4.662)] +2024-10-13 10:03:09,398 - Train: 64.88% [811650/1251000] [648.8/1000.0] [batch_t 0.161 (0.151)] [data_t 0.006] [optim_t 0.155] [lr 0.000846] [CE 4.599 (4.568)] [KD 4.756 (4.714)] +2024-10-13 10:03:16,896 - Train: 64.88% [811700/1251000] [648.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000846] [CE 4.470 (4.557)] [KD 4.559 (4.654)] +2024-10-13 10:03:24,488 - Train: 64.89% [811750/1251000] [648.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.000845] [CE 4.456 (4.596)] [KD 4.594 (4.669)] +2024-10-13 10:03:32,000 - Train: 64.89% [811800/1251000] [648.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000845] [CE 4.501 (4.509)] [KD 4.640 (4.669)] +2024-10-13 10:03:39,461 - Train: 64.90% [811850/1251000] [649.0/1000.0] [batch_t 0.156 (0.149)] [data_t 0.005] [optim_t 0.151] [lr 0.000845] [CE 4.092 (4.538)] [KD 4.162 (4.659)] +2024-10-13 10:03:52,946 - Test (net): 100.00% [50/50] [batch_t 0.027 (0.107)] [top1_cnt 34344] [top5_cnt 44302] [top_all 50000] +2024-10-13 10:03:52,947 - net: 68.688 (88.604) +2024-10-13 10:03:58,970 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.110)] [top1_cnt 36469] [top5_cnt 45566] [top_all 50000] +2024-10-13 10:03:58,971 - net_E: 72.938 (91.132) +2024-10-13 10:03:59,124 - Max [top1: 68.890 (epoch: 647)] [top1-ema: 72.978 (epoch: 648)] +2024-10-13 10:03:59,124 - ==> Total time: 1 day, 12:16:50 Eta: 19:37:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 10:04:01,137 - Train: 64.90% [811900/1251000] [649.0/1000.0] [batch_t 0.560 (0.560)] [data_t 0.389] [optim_t 0.171] [lr 0.000845] [CE 4.516 (4.516)] [KD 4.782 (4.782)] +2024-10-13 10:04:08,612 - Train: 64.90% [811950/1251000] [649.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000845] [CE 4.407 (4.563)] [KD 4.643 (4.621)] +2024-10-13 10:04:16,338 - Train: 64.91% [812000/1251000] [649.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.000845] [CE 3.759 (4.565)] [KD 4.569 (4.603)] +2024-10-13 10:04:23,951 - Train: 64.91% [812050/1251000] [649.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000844] [CE 4.097 (4.574)] [KD 4.313 (4.623)] +2024-10-13 10:04:31,384 - Train: 64.92% [812100/1251000] [649.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000844] [CE 4.163 (4.541)] [KD 4.131 (4.562)] +2024-10-13 10:04:38,971 - Train: 64.92% [812150/1251000] [649.2/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.000844] [CE 4.187 (4.590)] [KD 4.510 (4.702)] +2024-10-13 10:04:46,837 - Train: 64.92% [812200/1251000] [649.2/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.000844] [CE 5.092 (4.464)] [KD 4.809 (4.623)] +2024-10-13 10:04:54,292 - Train: 64.93% [812250/1251000] [649.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.007] [optim_t 0.140] [lr 0.000844] [CE 4.583 (4.522)] [KD 4.529 (4.613)] +2024-10-13 10:05:01,857 - Train: 64.93% [812300/1251000] [649.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000844] [CE 4.352 (4.569)] [KD 4.382 (4.584)] +2024-10-13 10:05:09,519 - Train: 64.94% [812350/1251000] [649.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000843] [CE 4.682 (4.601)] [KD 4.586 (4.678)] +2024-10-13 10:05:17,082 - Train: 64.94% [812400/1251000] [649.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000843] [CE 3.735 (4.527)] [KD 4.366 (4.633)] +2024-10-13 10:05:24,881 - Train: 64.94% [812450/1251000] [649.4/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.000843] [CE 4.650 (4.550)] [KD 4.426 (4.585)] +2024-10-13 10:05:32,452 - Train: 64.95% [812500/1251000] [649.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000843] [CE 4.405 (4.513)] [KD 4.582 (4.606)] +2024-10-13 10:05:40,024 - Train: 64.95% [812550/1251000] [649.5/1000.0] [batch_t 0.267 (0.151)] [data_t 0.003] [optim_t 0.264] [lr 0.000843] [CE 4.196 (4.590)] [KD 4.201 (4.721)] +2024-10-13 10:05:47,612 - Train: 64.96% [812600/1251000] [649.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000843] [CE 4.587 (4.510)] [KD 4.685 (4.555)] +2024-10-13 10:05:55,086 - Train: 64.96% [812650/1251000] [649.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000842] [CE 4.635 (4.510)] [KD 4.907 (4.609)] +2024-10-13 10:06:02,530 - Train: 64.96% [812700/1251000] [649.6/1000.0] [batch_t 0.151 (0.149)] [data_t 0.007] [optim_t 0.143] [lr 0.000842] [CE 4.711 (4.469)] [KD 4.910 (4.545)] +2024-10-13 10:06:10,274 - Train: 64.97% [812750/1251000] [649.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000842] [CE 4.204 (4.516)] [KD 4.179 (4.597)] +2024-10-13 10:06:17,804 - Train: 64.97% [812800/1251000] [649.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000842] [CE 4.593 (4.596)] [KD 4.638 (4.619)] +2024-10-13 10:06:25,525 - Train: 64.98% [812850/1251000] [649.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000842] [CE 4.039 (4.535)] [KD 4.347 (4.610)] +2024-10-13 10:06:33,143 - Train: 64.98% [812900/1251000] [649.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000842] [CE 4.745 (4.566)] [KD 4.826 (4.656)] +2024-10-13 10:06:40,623 - Train: 64.98% [812950/1251000] [649.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000841] [CE 4.557 (4.549)] [KD 4.868 (4.655)] +2024-10-13 10:06:48,222 - Train: 64.99% [813000/1251000] [649.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000841] [CE 4.649 (4.540)] [KD 4.415 (4.622)] +2024-10-13 10:06:55,810 - Train: 64.99% [813050/1251000] [649.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000841] [CE 4.581 (4.579)] [KD 4.424 (4.646)] +2024-10-13 10:07:03,291 - Train: 65.00% [813100/1251000] [650.0/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000841] [CE 4.601 (4.528)] [KD 4.782 (4.600)] +2024-10-13 10:07:10,774 - Train: 65.00% [813150/1251000] [650.0/1000.0] [batch_t 0.140 (0.150)] [data_t 0.004] [optim_t 0.136] [lr 0.000841] [CE 4.732 (4.534)] [KD 4.592 (4.562)] +2024-10-13 10:07:16,443 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 34184] [top5_cnt 44290] [top_all 50000] +2024-10-13 10:07:16,443 - net: 68.368 (88.580) +2024-10-13 10:07:22,163 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 36513] [top5_cnt 45560] [top_all 50000] +2024-10-13 10:07:22,164 - net_E: 73.026 (91.120) +2024-10-13 10:07:22,270 - Max [top1: 68.890 (epoch: 647)] [top1-ema: 73.026 (epoch: 650)] +2024-10-13 10:07:22,270 - ==> Total time: 1 day, 12:20:13 Eta: 19:33:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 10:07:34,220 - Train: 65.00% [813200/1251000] [650.0/1000.0] [batch_t 0.154 (0.162)] [data_t 0.004] [optim_t 0.150] [lr 0.000841] [CE 4.338 (4.494)] [KD 4.439 (4.563)] +2024-10-13 10:07:41,912 - Train: 65.01% [813250/1251000] [650.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.000840] [CE 3.987 (4.459)] [KD 4.319 (4.575)] +2024-10-13 10:07:49,460 - Train: 65.01% [813300/1251000] [650.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000840] [CE 4.730 (4.579)] [KD 4.843 (4.636)] +2024-10-13 10:07:56,923 - Train: 65.02% [813350/1251000] [650.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000840] [CE 4.378 (4.491)] [KD 4.703 (4.584)] +2024-10-13 10:08:04,767 - Train: 65.02% [813400/1251000] [650.2/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.000840] [CE 4.239 (4.572)] [KD 4.269 (4.661)] +2024-10-13 10:08:12,514 - Train: 65.02% [813450/1251000] [650.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000840] [CE 4.581 (4.580)] [KD 4.742 (4.690)] +2024-10-13 10:08:20,078 - Train: 65.03% [813500/1251000] [650.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000840] [CE 4.607 (4.427)] [KD 4.736 (4.588)] +2024-10-13 10:08:27,668 - Train: 65.03% [813550/1251000] [650.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000839] [CE 4.735 (4.515)] [KD 4.625 (4.579)] +2024-10-13 10:08:35,327 - Train: 65.04% [813600/1251000] [650.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000839] [CE 4.714 (4.524)] [KD 4.503 (4.554)] +2024-10-13 10:08:42,876 - Train: 65.04% [813650/1251000] [650.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000839] [CE 4.567 (4.514)] [KD 4.612 (4.641)] +2024-10-13 10:08:50,292 - Train: 65.04% [813700/1251000] [650.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000839] [CE 4.816 (4.514)] [KD 4.768 (4.586)] +2024-10-13 10:08:58,021 - Train: 65.05% [813750/1251000] [650.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000839] [CE 4.447 (4.614)] [KD 4.397 (4.750)] +2024-10-13 10:09:05,625 - Train: 65.05% [813800/1251000] [650.5/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.000839] [CE 4.468 (4.539)] [KD 4.644 (4.654)] +2024-10-13 10:09:13,350 - Train: 65.06% [813850/1251000] [650.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000839] [CE 4.704 (4.554)] [KD 4.717 (4.623)] +2024-10-13 10:09:20,964 - Train: 65.06% [813900/1251000] [650.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000838] [CE 4.686 (4.480)] [KD 4.899 (4.615)] +2024-10-13 10:09:28,492 - Train: 65.06% [813950/1251000] [650.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000838] [CE 4.455 (4.561)] [KD 4.731 (4.682)] +2024-10-13 10:09:35,945 - Train: 65.07% [814000/1251000] [650.7/1000.0] [batch_t 0.160 (0.149)] [data_t 0.005] [optim_t 0.155] [lr 0.000838] [CE 4.559 (4.546)] [KD 4.511 (4.619)] +2024-10-13 10:09:43,666 - Train: 65.07% [814050/1251000] [650.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000838] [CE 4.192 (4.484)] [KD 4.432 (4.577)] +2024-10-13 10:09:51,335 - Train: 65.08% [814100/1251000] [650.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000838] [CE 4.213 (4.574)] [KD 4.681 (4.598)] +2024-10-13 10:09:58,792 - Train: 65.08% [814150/1251000] [650.8/1000.0] [batch_t 0.155 (0.149)] [data_t 0.006] [optim_t 0.149] [lr 0.000838] [CE 4.104 (4.498)] [KD 4.340 (4.624)] +2024-10-13 10:10:06,303 - Train: 65.08% [814200/1251000] [650.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000837] [CE 4.162 (4.555)] [KD 4.341 (4.674)] +2024-10-13 10:10:13,902 - Train: 65.09% [814250/1251000] [650.9/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000837] [CE 4.678 (4.505)] [KD 4.878 (4.608)] +2024-10-13 10:10:21,590 - Train: 65.09% [814300/1251000] [650.9/1000.0] [batch_t 0.248 (0.154)] [data_t 0.004] [optim_t 0.245] [lr 0.000837] [CE 4.041 (4.636)] [KD 4.631 (4.671)] +2024-10-13 10:10:29,128 - Train: 65.10% [814350/1251000] [651.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000837] [CE 4.835 (4.511)] [KD 4.577 (4.621)] +2024-10-13 10:10:36,563 - Train: 65.10% [814400/1251000] [651.0/1000.0] [batch_t 0.140 (0.149)] [data_t 0.003] [optim_t 0.137] [lr 0.000837] [CE 4.782 (4.472)] [KD 4.826 (4.602)] +2024-10-13 10:10:42,334 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34440] [top5_cnt 44370] [top_all 50000] +2024-10-13 10:10:42,335 - net: 68.880 (88.740) +2024-10-13 10:10:48,208 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 36521] [top5_cnt 45553] [top_all 50000] +2024-10-13 10:10:48,208 - net_E: 73.042 (91.106) +2024-10-13 10:10:48,333 - Max [top1: 68.890 (epoch: 647)] [top1-ema: 73.042 (epoch: 651)] +2024-10-13 10:10:48,333 - ==> Total time: 1 day, 12:23:39 Eta: 19:30:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 10:10:58,642 - Train: 65.10% [814450/1251000] [651.0/1000.0] [batch_t 0.146 (0.163)] [data_t 0.006] [optim_t 0.140] [lr 0.000837] [CE 4.832 (4.519)] [KD 4.641 (4.580)] +2024-10-13 10:11:06,211 - Train: 65.11% [814500/1251000] [651.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000836] [CE 4.160 (4.531)] [KD 4.549 (4.592)] +2024-10-13 10:11:13,623 - Train: 65.11% [814550/1251000] [651.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.006] [optim_t 0.139] [lr 0.000836] [CE 4.771 (4.520)] [KD 4.507 (4.596)] +2024-10-13 10:11:21,087 - Train: 65.12% [814600/1251000] [651.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000836] [CE 4.542 (4.580)] [KD 4.636 (4.664)] +2024-10-13 10:11:28,777 - Train: 65.12% [814650/1251000] [651.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.006] [optim_t 0.147] [lr 0.000836] [CE 4.783 (4.494)] [KD 4.964 (4.532)] +2024-10-13 10:11:36,616 - Train: 65.12% [814700/1251000] [651.2/1000.0] [batch_t 0.148 (0.157)] [data_t 0.006] [optim_t 0.143] [lr 0.000836] [CE 4.176 (4.531)] [KD 4.444 (4.611)] +2024-10-13 10:11:44,318 - Train: 65.13% [814750/1251000] [651.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000836] [CE 4.701 (4.526)] [KD 4.511 (4.633)] +2024-10-13 10:11:51,786 - Train: 65.13% [814800/1251000] [651.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.000835] [CE 4.836 (4.486)] [KD 4.925 (4.628)] +2024-10-13 10:11:59,238 - Train: 65.14% [814850/1251000] [651.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000835] [CE 4.389 (4.581)] [KD 4.352 (4.684)] +2024-10-13 10:12:06,986 - Train: 65.14% [814900/1251000] [651.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.006] [optim_t 0.144] [lr 0.000835] [CE 4.302 (4.425)] [KD 4.485 (4.568)] +2024-10-13 10:12:14,558 - Train: 65.14% [814950/1251000] [651.4/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.000835] [CE 4.395 (4.523)] [KD 4.662 (4.634)] +2024-10-13 10:12:22,106 - Train: 65.15% [815000/1251000] [651.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000835] [CE 4.546 (4.525)] [KD 4.665 (4.544)] +2024-10-13 10:12:29,665 - Train: 65.15% [815050/1251000] [651.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.002] [optim_t 0.149] [lr 0.000835] [CE 4.580 (4.482)] [KD 4.728 (4.566)] +2024-10-13 10:12:37,251 - Train: 65.16% [815100/1251000] [651.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000834] [CE 4.758 (4.599)] [KD 4.721 (4.691)] +2024-10-13 10:12:44,822 - Train: 65.16% [815150/1251000] [651.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000834] [CE 4.440 (4.560)] [KD 4.646 (4.630)] +2024-10-13 10:12:52,381 - Train: 65.16% [815200/1251000] [651.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000834] [CE 4.432 (4.560)] [KD 4.709 (4.624)] +2024-10-13 10:12:59,821 - Train: 65.17% [815250/1251000] [651.7/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.000834] [CE 4.775 (4.621)] [KD 4.774 (4.670)] +2024-10-13 10:13:07,573 - Train: 65.17% [815300/1251000] [651.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.000834] [CE 4.719 (4.512)] [KD 4.639 (4.627)] +2024-10-13 10:13:15,300 - Train: 65.18% [815350/1251000] [651.8/1000.0] [batch_t 0.154 (0.154)] [data_t 0.006] [optim_t 0.147] [lr 0.000834] [CE 4.570 (4.489)] [KD 4.650 (4.587)] +2024-10-13 10:13:22,873 - Train: 65.18% [815400/1251000] [651.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000833] [CE 4.642 (4.546)] [KD 4.901 (4.642)] +2024-10-13 10:13:30,444 - Train: 65.18% [815450/1251000] [651.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000833] [CE 4.370 (4.541)] [KD 4.524 (4.651)] +2024-10-13 10:13:37,868 - Train: 65.19% [815500/1251000] [651.9/1000.0] [batch_t 0.153 (0.148)] [data_t 0.004] [optim_t 0.149] [lr 0.000833] [CE 4.246 (4.507)] [KD 4.572 (4.628)] +2024-10-13 10:13:45,488 - Train: 65.19% [815550/1251000] [651.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000833] [CE 4.996 (4.540)] [KD 4.968 (4.661)] +2024-10-13 10:13:53,267 - Train: 65.20% [815600/1251000] [652.0/1000.0] [batch_t 0.156 (0.155)] [data_t 0.003] [optim_t 0.153] [lr 0.000833] [CE 3.842 (4.527)] [KD 4.487 (4.644)] +2024-10-13 10:14:00,775 - Train: 65.20% [815650/1251000] [652.0/1000.0] [batch_t 0.138 (0.150)] [data_t 0.003] [optim_t 0.134] [lr 0.000833] [CE 4.109 (4.511)] [KD 4.329 (4.601)] +2024-10-13 10:14:07,235 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.117)] [top1_cnt 34633] [top5_cnt 44455] [top_all 50000] +2024-10-13 10:14:07,235 - net: 69.266 (88.910) +2024-10-13 10:14:13,280 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.110)] [top1_cnt 36526] [top5_cnt 45574] [top_all 50000] +2024-10-13 10:14:13,280 - net_E: 73.052 (91.148) +2024-10-13 10:14:13,439 - Max [top1: 69.266 (epoch: 652)] [top1-ema: 73.052 (epoch: 652)] +2024-10-13 10:14:13,439 - ==> Total time: 1 day, 12:27:04 Eta: 19:27:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 10:14:24,691 - Train: 65.20% [815700/1251000] [652.0/1000.0] [batch_t 0.152 (0.164)] [data_t 0.009] [optim_t 0.143] [lr 0.000832] [CE 4.421 (4.500)] [KD 4.675 (4.559)] +2024-10-13 10:14:32,488 - Train: 65.21% [815750/1251000] [652.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.006] [optim_t 0.144] [lr 0.000832] [CE 4.406 (4.436)] [KD 4.586 (4.557)] +2024-10-13 10:14:39,968 - Train: 65.21% [815800/1251000] [652.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000832] [CE 4.302 (4.538)] [KD 4.499 (4.615)] +2024-10-13 10:14:47,712 - Train: 65.22% [815850/1251000] [652.2/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.000832] [CE 5.015 (4.547)] [KD 4.982 (4.634)] +2024-10-13 10:14:55,256 - Train: 65.22% [815900/1251000] [652.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.006] [optim_t 0.147] [lr 0.000832] [CE 4.749 (4.536)] [KD 4.649 (4.594)] +2024-10-13 10:15:02,892 - Train: 65.22% [815950/1251000] [652.2/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000832] [CE 4.921 (4.469)] [KD 4.932 (4.575)] +2024-10-13 10:15:10,777 - Train: 65.23% [816000/1251000] [652.3/1000.0] [batch_t 0.146 (0.158)] [data_t 0.004] [optim_t 0.141] [lr 0.000831] [CE 4.155 (4.503)] [KD 4.399 (4.627)] +2024-10-13 10:15:18,237 - Train: 65.23% [816050/1251000] [652.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000831] [CE 4.337 (4.517)] [KD 4.498 (4.612)] +2024-10-13 10:15:25,755 - Train: 65.24% [816100/1251000] [652.4/1000.0] [batch_t 0.158 (0.150)] [data_t 0.004] [optim_t 0.155] [lr 0.000831] [CE 4.639 (4.584)] [KD 4.606 (4.579)] +2024-10-13 10:15:33,508 - Train: 65.24% [816150/1251000] [652.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.007] [optim_t 0.144] [lr 0.000831] [CE 4.256 (4.475)] [KD 4.298 (4.546)] +2024-10-13 10:15:41,199 - Train: 65.24% [816200/1251000] [652.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000831] [CE 4.275 (4.542)] [KD 4.465 (4.600)] +2024-10-13 10:15:48,971 - Train: 65.25% [816250/1251000] [652.5/1000.0] [batch_t 0.163 (0.155)] [data_t 0.006] [optim_t 0.157] [lr 0.000831] [CE 4.984 (4.559)] [KD 4.810 (4.611)] +2024-10-13 10:15:56,801 - Train: 65.25% [816300/1251000] [652.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.006] [optim_t 0.145] [lr 0.000830] [CE 4.234 (4.539)] [KD 4.309 (4.614)] +2024-10-13 10:16:04,317 - Train: 65.26% [816350/1251000] [652.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000830] [CE 4.596 (4.565)] [KD 4.598 (4.654)] +2024-10-13 10:16:11,979 - Train: 65.26% [816400/1251000] [652.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000830] [CE 4.248 (4.548)] [KD 4.514 (4.634)] +2024-10-13 10:16:19,495 - Train: 65.26% [816450/1251000] [652.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000830] [CE 4.692 (4.479)] [KD 4.769 (4.587)] +2024-10-13 10:16:26,969 - Train: 65.27% [816500/1251000] [652.7/1000.0] [batch_t 0.142 (0.149)] [data_t 0.003] [optim_t 0.139] [lr 0.000830] [CE 4.506 (4.505)] [KD 4.620 (4.592)] +2024-10-13 10:16:34,624 - Train: 65.27% [816550/1251000] [652.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000830] [CE 4.404 (4.498)] [KD 4.164 (4.551)] +2024-10-13 10:16:42,546 - Train: 65.28% [816600/1251000] [652.8/1000.0] [batch_t 0.147 (0.158)] [data_t 0.003] [optim_t 0.144] [lr 0.000829] [CE 4.041 (4.390)] [KD 4.259 (4.544)] +2024-10-13 10:16:50,155 - Train: 65.28% [816650/1251000] [652.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000829] [CE 4.812 (4.520)] [KD 5.011 (4.641)] +2024-10-13 10:16:57,763 - Train: 65.28% [816700/1251000] [652.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000829] [CE 4.449 (4.495)] [KD 4.640 (4.637)] +2024-10-13 10:17:05,383 - Train: 65.29% [816750/1251000] [652.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.006] [optim_t 0.147] [lr 0.000829] [CE 4.229 (4.560)] [KD 4.520 (4.626)] +2024-10-13 10:17:12,964 - Train: 65.29% [816800/1251000] [652.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000829] [CE 4.791 (4.560)] [KD 4.648 (4.640)] +2024-10-13 10:17:20,683 - Train: 65.30% [816850/1251000] [653.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000829] [CE 5.086 (4.497)] [KD 4.943 (4.619)] +2024-10-13 10:17:28,179 - Train: 65.30% [816900/1251000] [653.0/1000.0] [batch_t 0.139 (0.150)] [data_t 0.005] [optim_t 0.134] [lr 0.000828] [CE 4.574 (4.614)] [KD 4.818 (4.648)] +2024-10-13 10:17:34,285 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 34092] [top5_cnt 44305] [top_all 50000] +2024-10-13 10:17:34,285 - net: 68.184 (88.610) +2024-10-13 10:17:40,195 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 36503] [top5_cnt 45543] [top_all 50000] +2024-10-13 10:17:40,196 - net_E: 73.006 (91.086) +2024-10-13 10:17:40,305 - Max [top1: 69.266 (epoch: 652)] [top1-ema: 73.052 (epoch: 652)] +2024-10-13 10:17:40,305 - ==> Total time: 1 day, 12:30:31 Eta: 19:24:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 10:17:49,300 - Train: 65.30% [816950/1251000] [653.0/1000.0] [batch_t 0.145 (0.160)] [data_t 0.003] [optim_t 0.142] [lr 0.000828] [CE 4.479 (4.577)] [KD 4.393 (4.637)] +2024-10-13 10:17:57,057 - Train: 65.31% [817000/1251000] [653.1/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000828] [CE 4.855 (4.552)] [KD 4.854 (4.619)] +2024-10-13 10:18:04,620 - Train: 65.31% [817050/1251000] [653.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000828] [CE 4.245 (4.509)] [KD 4.604 (4.610)] +2024-10-13 10:18:12,088 - Train: 65.32% [817100/1251000] [653.2/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.000828] [CE 4.576 (4.492)] [KD 4.792 (4.576)] +2024-10-13 10:18:19,590 - Train: 65.32% [817150/1251000] [653.2/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000828] [CE 4.628 (4.483)] [KD 4.576 (4.553)] +2024-10-13 10:18:27,244 - Train: 65.32% [817200/1251000] [653.2/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000827] [CE 4.824 (4.495)] [KD 4.634 (4.563)] +2024-10-13 10:18:34,619 - Train: 65.33% [817250/1251000] [653.3/1000.0] [batch_t 0.144 (0.147)] [data_t 0.004] [optim_t 0.140] [lr 0.000827] [CE 4.299 (4.488)] [KD 4.840 (4.564)] +2024-10-13 10:18:42,189 - Train: 65.33% [817300/1251000] [653.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000827] [CE 4.606 (4.506)] [KD 4.961 (4.566)] +2024-10-13 10:18:49,795 - Train: 65.34% [817350/1251000] [653.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000827] [CE 4.869 (4.511)] [KD 4.663 (4.604)] +2024-10-13 10:18:57,289 - Train: 65.34% [817400/1251000] [653.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.000827] [CE 4.596 (4.565)] [KD 4.677 (4.624)] +2024-10-13 10:19:04,981 - Train: 65.34% [817450/1251000] [653.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000827] [CE 4.182 (4.543)] [KD 4.711 (4.634)] +2024-10-13 10:19:12,488 - Train: 65.35% [817500/1251000] [653.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000826] [CE 4.719 (4.540)] [KD 4.856 (4.592)] +2024-10-13 10:19:20,033 - Train: 65.35% [817550/1251000] [653.5/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000826] [CE 4.727 (4.528)] [KD 4.617 (4.643)] +2024-10-13 10:19:27,674 - Train: 65.36% [817600/1251000] [653.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000826] [CE 4.560 (4.495)] [KD 4.678 (4.576)] +2024-10-13 10:19:35,024 - Train: 65.36% [817650/1251000] [653.6/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.000826] [CE 4.698 (4.577)] [KD 4.614 (4.662)] +2024-10-13 10:19:42,512 - Train: 65.36% [817700/1251000] [653.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000826] [CE 4.425 (4.483)] [KD 4.779 (4.610)] +2024-10-13 10:19:50,003 - Train: 65.37% [817750/1251000] [653.7/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000826] [CE 4.848 (4.490)] [KD 4.698 (4.606)] +2024-10-13 10:19:57,502 - Train: 65.37% [817800/1251000] [653.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.000825] [CE 4.622 (4.630)] [KD 4.825 (4.669)] +2024-10-13 10:20:05,226 - Train: 65.38% [817850/1251000] [653.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000825] [CE 4.207 (4.556)] [KD 4.269 (4.609)] +2024-10-13 10:20:12,719 - Train: 65.38% [817900/1251000] [653.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000825] [CE 4.563 (4.553)] [KD 4.653 (4.592)] +2024-10-13 10:20:20,158 - Train: 65.38% [817950/1251000] [653.8/1000.0] [batch_t 0.155 (0.149)] [data_t 0.006] [optim_t 0.149] [lr 0.000825] [CE 4.492 (4.545)] [KD 4.690 (4.631)] +2024-10-13 10:20:27,716 - Train: 65.39% [818000/1251000] [653.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000825] [CE 4.066 (4.546)] [KD 4.678 (4.598)] +2024-10-13 10:20:35,344 - Train: 65.39% [818050/1251000] [653.9/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000825] [CE 4.288 (4.433)] [KD 4.470 (4.543)] +2024-10-13 10:20:42,744 - Train: 65.40% [818100/1251000] [654.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.000824] [CE 4.811 (4.565)] [KD 4.521 (4.597)] +2024-10-13 10:20:50,260 - Train: 65.40% [818150/1251000] [654.0/1000.0] [batch_t 0.139 (0.150)] [data_t 0.004] [optim_t 0.135] [lr 0.000824] [CE 3.956 (4.552)] [KD 4.027 (4.649)] +2024-10-13 10:20:56,564 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 34337] [top5_cnt 44312] [top_all 50000] +2024-10-13 10:20:56,565 - net: 68.674 (88.624) +2024-10-13 10:21:02,356 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 36511] [top5_cnt 45546] [top_all 50000] +2024-10-13 10:21:02,356 - net_E: 73.022 (91.092) +2024-10-13 10:21:02,491 - Max [top1: 69.266 (epoch: 652)] [top1-ema: 73.052 (epoch: 652)] +2024-10-13 10:21:02,491 - ==> Total time: 1 day, 12:33:53 Eta: 19:20:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 10:21:15,237 - Train: 65.40% [818200/1251000] [654.0/1000.0] [batch_t 0.154 (0.160)] [data_t 0.005] [optim_t 0.149] [lr 0.000824] [CE 4.641 (4.504)] [KD 4.586 (4.593)] +2024-10-13 10:21:22,871 - Train: 65.41% [818250/1251000] [654.1/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.000824] [CE 4.720 (4.498)] [KD 4.774 (4.541)] +2024-10-13 10:21:30,342 - Train: 65.41% [818300/1251000] [654.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000824] [CE 4.282 (4.457)] [KD 4.419 (4.514)] +2024-10-13 10:21:37,986 - Train: 65.42% [818350/1251000] [654.2/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.000824] [CE 4.410 (4.510)] [KD 4.600 (4.600)] +2024-10-13 10:21:45,514 - Train: 65.42% [818400/1251000] [654.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000823] [CE 4.077 (4.605)] [KD 4.357 (4.617)] +2024-10-13 10:21:53,293 - Train: 65.42% [818450/1251000] [654.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000823] [CE 3.743 (4.510)] [KD 4.522 (4.578)] +2024-10-13 10:22:00,855 - Train: 65.43% [818500/1251000] [654.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000823] [CE 4.150 (4.557)] [KD 4.536 (4.578)] +2024-10-13 10:22:08,299 - Train: 65.43% [818550/1251000] [654.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000823] [CE 4.283 (4.577)] [KD 4.133 (4.592)] +2024-10-13 10:22:15,782 - Train: 65.44% [818600/1251000] [654.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000823] [CE 5.039 (4.548)] [KD 4.754 (4.538)] +2024-10-13 10:22:23,247 - Train: 65.44% [818650/1251000] [654.4/1000.0] [batch_t 0.164 (0.149)] [data_t 0.004] [optim_t 0.160] [lr 0.000823] [CE 4.516 (4.598)] [KD 4.494 (4.620)] +2024-10-13 10:22:31,070 - Train: 65.44% [818700/1251000] [654.4/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000822] [CE 4.846 (4.528)] [KD 4.837 (4.579)] +2024-10-13 10:22:39,035 - Train: 65.45% [818750/1251000] [654.5/1000.0] [batch_t 0.154 (0.159)] [data_t 0.007] [optim_t 0.147] [lr 0.000822] [CE 4.503 (4.553)] [KD 4.385 (4.574)] +2024-10-13 10:22:46,524 - Train: 65.45% [818800/1251000] [654.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000822] [CE 4.418 (4.464)] [KD 4.606 (4.531)] +2024-10-13 10:22:54,094 - Train: 65.46% [818850/1251000] [654.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000822] [CE 4.571 (4.452)] [KD 4.739 (4.558)] +2024-10-13 10:23:01,768 - Train: 65.46% [818900/1251000] [654.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000822] [CE 4.874 (4.537)] [KD 4.489 (4.598)] +2024-10-13 10:23:09,267 - Train: 65.46% [818950/1251000] [654.6/1000.0] [batch_t 0.152 (0.150)] [data_t 0.007] [optim_t 0.145] [lr 0.000822] [CE 4.555 (4.547)] [KD 4.589 (4.646)] +2024-10-13 10:23:17,009 - Train: 65.47% [819000/1251000] [654.7/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000821] [CE 5.037 (4.492)] [KD 5.008 (4.571)] +2024-10-13 10:23:24,762 - Train: 65.47% [819050/1251000] [654.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.000821] [CE 4.669 (4.482)] [KD 4.489 (4.577)] +2024-10-13 10:23:32,377 - Train: 65.48% [819100/1251000] [654.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.008] [optim_t 0.143] [lr 0.000821] [CE 4.918 (4.494)] [KD 4.915 (4.586)] +2024-10-13 10:23:40,000 - Train: 65.48% [819150/1251000] [654.8/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.152] [lr 0.000821] [CE 4.778 (4.524)] [KD 4.689 (4.578)] +2024-10-13 10:23:47,708 - Train: 65.48% [819200/1251000] [654.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000821] [CE 4.814 (4.535)] [KD 4.534 (4.593)] +2024-10-13 10:23:55,381 - Train: 65.49% [819250/1251000] [654.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000821] [CE 4.028 (4.562)] [KD 4.377 (4.611)] +2024-10-13 10:24:03,226 - Train: 65.49% [819300/1251000] [654.9/1000.0] [batch_t 0.147 (0.157)] [data_t 0.008] [optim_t 0.140] [lr 0.000820] [CE 4.641 (4.514)] [KD 4.574 (4.615)] +2024-10-13 10:24:10,868 - Train: 65.50% [819350/1251000] [655.0/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.000820] [CE 4.458 (4.534)] [KD 4.662 (4.580)] +2024-10-13 10:24:18,307 - Train: 65.50% [819400/1251000] [655.0/1000.0] [batch_t 0.140 (0.149)] [data_t 0.004] [optim_t 0.136] [lr 0.000820] [CE 4.416 (4.503)] [KD 4.540 (4.561)] +2024-10-13 10:24:24,786 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 34370] [top5_cnt 44366] [top_all 50000] +2024-10-13 10:24:24,787 - net: 68.740 (88.732) +2024-10-13 10:24:30,482 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 36505] [top5_cnt 45549] [top_all 50000] +2024-10-13 10:24:30,483 - net_E: 73.010 (91.098) +2024-10-13 10:24:30,633 - Max [top1: 69.266 (epoch: 652)] [top1-ema: 73.052 (epoch: 652)] +2024-10-13 10:24:30,634 - ==> Total time: 1 day, 12:37:21 Eta: 19:17:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 10:24:39,314 - Train: 65.50% [819450/1251000] [655.0/1000.0] [batch_t 0.143 (0.162)] [data_t 0.003] [optim_t 0.139] [lr 0.000820] [CE 4.734 (4.523)] [KD 4.623 (4.613)] +2024-10-13 10:24:46,858 - Train: 65.51% [819500/1251000] [655.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000820] [CE 4.105 (4.518)] [KD 4.452 (4.593)] +2024-10-13 10:24:54,557 - Train: 65.51% [819550/1251000] [655.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000820] [CE 5.040 (4.636)] [KD 4.757 (4.650)] +2024-10-13 10:25:02,267 - Train: 65.52% [819600/1251000] [655.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000819] [CE 4.245 (4.528)] [KD 4.344 (4.570)] +2024-10-13 10:25:09,704 - Train: 65.52% [819650/1251000] [655.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000819] [CE 4.725 (4.499)] [KD 4.833 (4.531)] +2024-10-13 10:25:17,426 - Train: 65.52% [819700/1251000] [655.2/1000.0] [batch_t 0.156 (0.154)] [data_t 0.006] [optim_t 0.149] [lr 0.000819] [CE 4.212 (4.541)] [KD 4.500 (4.569)] +2024-10-13 10:25:24,896 - Train: 65.53% [819750/1251000] [655.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000819] [CE 4.397 (4.503)] [KD 4.548 (4.603)] +2024-10-13 10:25:32,315 - Train: 65.53% [819800/1251000] [655.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000819] [CE 4.095 (4.558)] [KD 4.377 (4.572)] +2024-10-13 10:25:39,971 - Train: 65.54% [819850/1251000] [655.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000819] [CE 4.423 (4.498)] [KD 4.653 (4.524)] +2024-10-13 10:25:47,729 - Train: 65.54% [819900/1251000] [655.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000818] [CE 4.886 (4.482)] [KD 4.852 (4.553)] +2024-10-13 10:25:55,300 - Train: 65.54% [819950/1251000] [655.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000818] [CE 4.874 (4.558)] [KD 4.908 (4.573)] +2024-10-13 10:26:02,789 - Train: 65.55% [820000/1251000] [655.5/1000.0] [batch_t 0.160 (0.150)] [data_t 0.004] [optim_t 0.157] [lr 0.000818] [CE 4.476 (4.503)] [KD 4.600 (4.541)] +2024-10-13 10:26:10,245 - Train: 65.55% [820050/1251000] [655.5/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.000818] [CE 4.349 (4.584)] [KD 4.471 (4.614)] +2024-10-13 10:26:17,880 - Train: 65.56% [820100/1251000] [655.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000818] [CE 4.533 (4.454)] [KD 4.347 (4.548)] +2024-10-13 10:26:25,800 - Train: 65.56% [820150/1251000] [655.6/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000818] [CE 4.344 (4.576)] [KD 4.358 (4.564)] +2024-10-13 10:26:33,338 - Train: 65.56% [820200/1251000] [655.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000818] [CE 4.293 (4.557)] [KD 4.516 (4.614)] +2024-10-13 10:26:40,801 - Train: 65.57% [820250/1251000] [655.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000817] [CE 4.378 (4.534)] [KD 4.565 (4.585)] +2024-10-13 10:26:48,412 - Train: 65.57% [820300/1251000] [655.7/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000817] [CE 4.542 (4.491)] [KD 4.541 (4.609)] +2024-10-13 10:26:56,058 - Train: 65.58% [820350/1251000] [655.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000817] [CE 4.808 (4.528)] [KD 4.560 (4.620)] +2024-10-13 10:27:03,653 - Train: 65.58% [820400/1251000] [655.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000817] [CE 4.252 (4.585)] [KD 4.453 (4.629)] +2024-10-13 10:27:11,267 - Train: 65.58% [820450/1251000] [655.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000817] [CE 5.057 (4.522)] [KD 4.913 (4.598)] +2024-10-13 10:27:18,811 - Train: 65.59% [820500/1251000] [655.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000817] [CE 4.504 (4.455)] [KD 4.508 (4.567)] +2024-10-13 10:27:26,588 - Train: 65.59% [820550/1251000] [655.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000816] [CE 4.751 (4.568)] [KD 4.929 (4.625)] +2024-10-13 10:27:34,030 - Train: 65.60% [820600/1251000] [656.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000816] [CE 4.948 (4.530)] [KD 4.715 (4.601)] +2024-10-13 10:27:41,406 - Train: 65.60% [820650/1251000] [656.0/1000.0] [batch_t 0.140 (0.147)] [data_t 0.003] [optim_t 0.136] [lr 0.000816] [CE 4.491 (4.531)] [KD 4.568 (4.634)] +2024-10-13 10:27:47,897 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34562] [top5_cnt 44490] [top_all 50000] +2024-10-13 10:27:47,897 - net: 69.124 (88.980) +2024-10-13 10:27:53,800 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.109)] [top1_cnt 36493] [top5_cnt 45545] [top_all 50000] +2024-10-13 10:27:53,801 - net_E: 72.986 (91.090) +2024-10-13 10:27:54,068 - Max [top1: 69.266 (epoch: 652)] [top1-ema: 73.052 (epoch: 652)] +2024-10-13 10:27:54,069 - ==> Total time: 1 day, 12:40:45 Eta: 19:14:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 10:28:03,226 - Train: 65.60% [820700/1251000] [656.0/1000.0] [batch_t 0.163 (0.167)] [data_t 0.004] [optim_t 0.159] [lr 0.000816] [CE 4.766 (4.494)] [KD 4.528 (4.517)] +2024-10-13 10:28:10,818 - Train: 65.61% [820750/1251000] [656.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000816] [CE 4.823 (4.549)] [KD 4.614 (4.580)] +2024-10-13 10:28:18,227 - Train: 65.61% [820800/1251000] [656.1/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.000816] [CE 4.763 (4.540)] [KD 4.776 (4.536)] +2024-10-13 10:28:25,771 - Train: 65.62% [820850/1251000] [656.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000815] [CE 5.110 (4.546)] [KD 4.986 (4.619)] +2024-10-13 10:28:33,158 - Train: 65.62% [820900/1251000] [656.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000815] [CE 4.468 (4.561)] [KD 4.614 (4.587)] +2024-10-13 10:28:40,815 - Train: 65.62% [820950/1251000] [656.2/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000815] [CE 3.998 (4.605)] [KD 4.219 (4.655)] +2024-10-13 10:28:48,488 - Train: 65.63% [821000/1251000] [656.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.000815] [CE 4.121 (4.547)] [KD 4.574 (4.639)] +2024-10-13 10:28:56,028 - Train: 65.63% [821050/1251000] [656.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000815] [CE 4.948 (4.549)] [KD 4.888 (4.633)] +2024-10-13 10:29:03,638 - Train: 65.64% [821100/1251000] [656.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000815] [CE 4.832 (4.518)] [KD 5.004 (4.617)] +2024-10-13 10:29:11,197 - Train: 65.64% [821150/1251000] [656.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000814] [CE 4.840 (4.491)] [KD 4.727 (4.543)] +2024-10-13 10:29:18,738 - Train: 65.64% [821200/1251000] [656.4/1000.0] [batch_t 0.258 (0.151)] [data_t 0.004] [optim_t 0.254] [lr 0.000814] [CE 4.672 (4.516)] [KD 4.732 (4.670)] +2024-10-13 10:29:26,177 - Train: 65.65% [821250/1251000] [656.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000814] [CE 4.528 (4.550)] [KD 4.639 (4.574)] +2024-10-13 10:29:33,906 - Train: 65.65% [821300/1251000] [656.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000814] [CE 4.832 (4.543)] [KD 4.645 (4.548)] +2024-10-13 10:29:41,509 - Train: 65.66% [821350/1251000] [656.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000814] [CE 4.127 (4.553)] [KD 4.696 (4.655)] +2024-10-13 10:29:49,195 - Train: 65.66% [821400/1251000] [656.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000814] [CE 4.466 (4.564)] [KD 4.489 (4.610)] +2024-10-13 10:29:56,627 - Train: 65.66% [821450/1251000] [656.6/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.000813] [CE 4.407 (4.534)] [KD 4.651 (4.610)] +2024-10-13 10:30:04,068 - Train: 65.67% [821500/1251000] [656.7/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000813] [CE 4.746 (4.534)] [KD 4.686 (4.587)] +2024-10-13 10:30:11,877 - Train: 65.67% [821550/1251000] [656.7/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000813] [CE 4.900 (4.587)] [KD 4.885 (4.640)] +2024-10-13 10:30:19,437 - Train: 65.68% [821600/1251000] [656.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000813] [CE 4.884 (4.566)] [KD 4.655 (4.645)] +2024-10-13 10:30:26,935 - Train: 65.68% [821650/1251000] [656.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000813] [CE 4.456 (4.485)] [KD 4.586 (4.542)] +2024-10-13 10:30:34,410 - Train: 65.68% [821700/1251000] [656.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000813] [CE 4.356 (4.561)] [KD 4.669 (4.582)] +2024-10-13 10:30:41,856 - Train: 65.69% [821750/1251000] [656.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000812] [CE 4.657 (4.531)] [KD 4.603 (4.619)] +2024-10-13 10:30:49,570 - Train: 65.69% [821800/1251000] [656.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000812] [CE 4.578 (4.532)] [KD 4.458 (4.579)] +2024-10-13 10:30:57,151 - Train: 65.70% [821850/1251000] [657.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000812] [CE 4.813 (4.584)] [KD 4.637 (4.653)] +2024-10-13 10:31:04,788 - Train: 65.70% [821900/1251000] [657.0/1000.0] [batch_t 0.141 (0.153)] [data_t 0.004] [optim_t 0.137] [lr 0.000812] [CE 4.535 (4.452)] [KD 4.396 (4.556)] +2024-10-13 10:31:11,430 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 34728] [top5_cnt 44580] [top_all 50000] +2024-10-13 10:31:11,430 - net: 69.456 (89.160) +2024-10-13 10:31:17,196 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.105)] [top1_cnt 36529] [top5_cnt 45537] [top_all 50000] +2024-10-13 10:31:17,197 - net_E: 73.058 (91.074) +2024-10-13 10:31:17,348 - Max [top1: 69.456 (epoch: 657)] [top1-ema: 73.058 (epoch: 657)] +2024-10-13 10:31:17,348 - ==> Total time: 1 day, 12:44:08 Eta: 19:10:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 10:31:27,332 - Train: 65.70% [821950/1251000] [657.0/1000.0] [batch_t 0.148 (0.158)] [data_t 0.003] [optim_t 0.145] [lr 0.000812] [CE 4.383 (4.516)] [KD 4.443 (4.474)] +2024-10-13 10:31:34,780 - Train: 65.71% [822000/1251000] [657.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000812] [CE 4.545 (4.422)] [KD 4.539 (4.506)] +2024-10-13 10:31:42,327 - Train: 65.71% [822050/1251000] [657.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000811] [CE 4.325 (4.580)] [KD 4.189 (4.586)] +2024-10-13 10:31:49,773 - Train: 65.72% [822100/1251000] [657.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000811] [CE 4.634 (4.522)] [KD 4.749 (4.507)] +2024-10-13 10:31:57,295 - Train: 65.72% [822150/1251000] [657.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000811] [CE 4.380 (4.518)] [KD 4.327 (4.583)] +2024-10-13 10:32:05,140 - Train: 65.72% [822200/1251000] [657.2/1000.0] [batch_t 0.145 (0.157)] [data_t 0.005] [optim_t 0.140] [lr 0.000811] [CE 4.073 (4.538)] [KD 4.500 (4.586)] +2024-10-13 10:32:12,946 - Train: 65.73% [822250/1251000] [657.3/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000811] [CE 4.562 (4.501)] [KD 4.546 (4.557)] +2024-10-13 10:32:20,445 - Train: 65.73% [822300/1251000] [657.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000811] [CE 4.933 (4.570)] [KD 4.616 (4.620)] +2024-10-13 10:32:27,988 - Train: 65.74% [822350/1251000] [657.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000810] [CE 4.978 (4.511)] [KD 4.884 (4.579)] +2024-10-13 10:32:35,428 - Train: 65.74% [822400/1251000] [657.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000810] [CE 4.552 (4.518)] [KD 4.545 (4.584)] +2024-10-13 10:32:43,221 - Train: 65.74% [822450/1251000] [657.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.000810] [CE 4.478 (4.470)] [KD 4.566 (4.591)] +2024-10-13 10:32:50,654 - Train: 65.75% [822500/1251000] [657.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000810] [CE 4.375 (4.577)] [KD 4.233 (4.629)] +2024-10-13 10:32:58,309 - Train: 65.75% [822550/1251000] [657.5/1000.0] [batch_t 0.156 (0.153)] [data_t 0.006] [optim_t 0.150] [lr 0.000810] [CE 4.276 (4.480)] [KD 4.529 (4.559)] +2024-10-13 10:33:05,960 - Train: 65.76% [822600/1251000] [657.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000810] [CE 4.389 (4.564)] [KD 4.346 (4.567)] +2024-10-13 10:33:13,566 - Train: 65.76% [822650/1251000] [657.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000809] [CE 4.685 (4.494)] [KD 4.744 (4.539)] +2024-10-13 10:33:21,144 - Train: 65.76% [822700/1251000] [657.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000809] [CE 4.870 (4.556)] [KD 4.683 (4.618)] +2024-10-13 10:33:28,782 - Train: 65.77% [822750/1251000] [657.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000809] [CE 4.954 (4.517)] [KD 4.649 (4.544)] +2024-10-13 10:33:36,597 - Train: 65.77% [822800/1251000] [657.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.006] [optim_t 0.143] [lr 0.000809] [CE 4.143 (4.531)] [KD 4.085 (4.584)] +2024-10-13 10:33:44,006 - Train: 65.78% [822850/1251000] [657.8/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000809] [CE 4.776 (4.548)] [KD 4.944 (4.623)] +2024-10-13 10:33:51,423 - Train: 65.78% [822900/1251000] [657.8/1000.0] [batch_t 0.151 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.000809] [CE 4.913 (4.602)] [KD 4.898 (4.667)] +2024-10-13 10:33:58,848 - Train: 65.78% [822950/1251000] [657.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000808] [CE 4.841 (4.542)] [KD 4.611 (4.599)] +2024-10-13 10:34:06,388 - Train: 65.79% [823000/1251000] [657.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000808] [CE 4.790 (4.507)] [KD 4.949 (4.587)] +2024-10-13 10:34:14,195 - Train: 65.79% [823050/1251000] [657.9/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000808] [CE 4.502 (4.521)] [KD 4.998 (4.604)] +2024-10-13 10:34:21,722 - Train: 65.80% [823100/1251000] [658.0/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000808] [CE 4.596 (4.535)] [KD 4.704 (4.612)] +2024-10-13 10:34:29,132 - Train: 65.80% [823150/1251000] [658.0/1000.0] [batch_t 0.140 (0.148)] [data_t 0.005] [optim_t 0.135] [lr 0.000808] [CE 4.436 (4.470)] [KD 4.721 (4.597)] +2024-10-13 10:34:36,132 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 33988] [top5_cnt 44174] [top_all 50000] +2024-10-13 10:34:36,132 - net: 67.976 (88.348) +2024-10-13 10:34:41,892 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 36547] [top5_cnt 45574] [top_all 50000] +2024-10-13 10:34:41,892 - net_E: 73.094 (91.148) +2024-10-13 10:34:42,019 - Max [top1: 69.456 (epoch: 657)] [top1-ema: 73.094 (epoch: 658)] +2024-10-13 10:34:42,020 - ==> Total time: 1 day, 12:47:33 Eta: 19:07:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 10:34:51,001 - Train: 65.80% [823200/1251000] [658.0/1000.0] [batch_t 0.145 (0.160)] [data_t 0.004] [optim_t 0.141] [lr 0.000808] [CE 4.323 (4.547)] [KD 4.591 (4.568)] +2024-10-13 10:34:58,428 - Train: 65.81% [823250/1251000] [658.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000807] [CE 4.434 (4.513)] [KD 4.409 (4.596)] +2024-10-13 10:35:05,889 - Train: 65.81% [823300/1251000] [658.1/1000.0] [batch_t 0.155 (0.149)] [data_t 0.006] [optim_t 0.149] [lr 0.000807] [CE 4.723 (4.543)] [KD 4.657 (4.603)] +2024-10-13 10:35:13,620 - Train: 65.82% [823350/1251000] [658.2/1000.0] [batch_t 0.267 (0.154)] [data_t 0.006] [optim_t 0.261] [lr 0.000807] [CE 4.421 (4.542)] [KD 4.521 (4.559)] +2024-10-13 10:35:21,191 - Train: 65.82% [823400/1251000] [658.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000807] [CE 4.317 (4.521)] [KD 4.586 (4.553)] +2024-10-13 10:35:29,151 - Train: 65.82% [823450/1251000] [658.2/1000.0] [batch_t 0.154 (0.159)] [data_t 0.005] [optim_t 0.148] [lr 0.000807] [CE 4.633 (4.496)] [KD 4.842 (4.565)] +2024-10-13 10:35:36,573 - Train: 65.83% [823500/1251000] [658.3/1000.0] [batch_t 0.154 (0.148)] [data_t 0.006] [optim_t 0.148] [lr 0.000807] [CE 4.846 (4.535)] [KD 4.706 (4.576)] +2024-10-13 10:35:44,018 - Train: 65.83% [823550/1251000] [658.3/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.000807] [CE 3.994 (4.504)] [KD 4.325 (4.534)] +2024-10-13 10:35:51,401 - Train: 65.84% [823600/1251000] [658.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000806] [CE 4.291 (4.543)] [KD 4.186 (4.559)] +2024-10-13 10:35:59,088 - Train: 65.84% [823650/1251000] [658.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000806] [CE 4.590 (4.511)] [KD 4.451 (4.541)] +2024-10-13 10:36:06,618 - Train: 65.84% [823700/1251000] [658.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000806] [CE 4.355 (4.595)] [KD 4.541 (4.597)] +2024-10-13 10:36:14,309 - Train: 65.85% [823750/1251000] [658.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000806] [CE 4.249 (4.590)] [KD 4.373 (4.579)] +2024-10-13 10:36:21,732 - Train: 65.85% [823800/1251000] [658.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000806] [CE 4.430 (4.577)] [KD 4.739 (4.619)] +2024-10-13 10:36:29,273 - Train: 65.86% [823850/1251000] [658.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000806] [CE 4.690 (4.545)] [KD 4.549 (4.598)] +2024-10-13 10:36:36,911 - Train: 65.86% [823900/1251000] [658.6/1000.0] [batch_t 0.157 (0.153)] [data_t 0.003] [optim_t 0.154] [lr 0.000805] [CE 4.631 (4.544)] [KD 4.479 (4.606)] +2024-10-13 10:36:44,676 - Train: 65.86% [823950/1251000] [658.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000805] [CE 4.894 (4.439)] [KD 4.923 (4.549)] +2024-10-13 10:36:52,139 - Train: 65.87% [824000/1251000] [658.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000805] [CE 4.620 (4.558)] [KD 4.517 (4.600)] +2024-10-13 10:36:59,861 - Train: 65.87% [824050/1251000] [658.7/1000.0] [batch_t 0.158 (0.154)] [data_t 0.003] [optim_t 0.155] [lr 0.000805] [CE 4.550 (4.489)] [KD 4.749 (4.535)] +2024-10-13 10:37:07,409 - Train: 65.88% [824100/1251000] [658.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000805] [CE 4.073 (4.566)] [KD 4.253 (4.598)] +2024-10-13 10:37:14,865 - Train: 65.88% [824150/1251000] [658.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000805] [CE 4.162 (4.478)] [KD 4.567 (4.538)] +2024-10-13 10:37:22,543 - Train: 65.88% [824200/1251000] [658.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000804] [CE 4.882 (4.578)] [KD 4.554 (4.609)] +2024-10-13 10:37:30,460 - Train: 65.89% [824250/1251000] [658.9/1000.0] [batch_t 0.141 (0.158)] [data_t 0.003] [optim_t 0.138] [lr 0.000804] [CE 4.691 (4.499)] [KD 4.842 (4.570)] +2024-10-13 10:37:38,052 - Train: 65.89% [824300/1251000] [658.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000804] [CE 4.559 (4.578)] [KD 4.844 (4.651)] +2024-10-13 10:37:45,545 - Train: 65.90% [824350/1251000] [659.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000804] [CE 4.002 (4.543)] [KD 4.421 (4.603)] +2024-10-13 10:37:53,025 - Train: 65.90% [824400/1251000] [659.0/1000.0] [batch_t 0.141 (0.150)] [data_t 0.004] [optim_t 0.137] [lr 0.000804] [CE 4.251 (4.535)] [KD 4.142 (4.551)] +2024-10-13 10:37:59,927 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34371] [top5_cnt 44342] [top_all 50000] +2024-10-13 10:37:59,928 - net: 68.742 (88.684) +2024-10-13 10:38:05,651 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 36558] [top5_cnt 45576] [top_all 50000] +2024-10-13 10:38:05,651 - net_E: 73.116 (91.152) +2024-10-13 10:38:05,777 - Max [top1: 69.456 (epoch: 657)] [top1-ema: 73.116 (epoch: 659)] +2024-10-13 10:38:05,777 - ==> Total time: 1 day, 12:50:56 Eta: 19:04:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 10:38:14,665 - Train: 65.90% [824450/1251000] [659.0/1000.0] [batch_t 0.145 (0.157)] [data_t 0.004] [optim_t 0.140] [lr 0.000804] [CE 4.872 (4.560)] [KD 4.637 (4.577)] +2024-10-13 10:38:22,190 - Train: 65.91% [824500/1251000] [659.1/1000.0] [batch_t 0.160 (0.150)] [data_t 0.005] [optim_t 0.155] [lr 0.000803] [CE 4.644 (4.471)] [KD 4.679 (4.528)] +2024-10-13 10:38:30,211 - Train: 65.91% [824550/1251000] [659.1/1000.0] [batch_t 0.146 (0.160)] [data_t 0.005] [optim_t 0.142] [lr 0.000803] [CE 4.055 (4.508)] [KD 4.262 (4.574)] +2024-10-13 10:38:37,790 - Train: 65.92% [824600/1251000] [659.2/1000.0] [batch_t 0.157 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.000803] [CE 4.737 (4.593)] [KD 4.645 (4.589)] +2024-10-13 10:38:45,364 - Train: 65.92% [824650/1251000] [659.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000803] [CE 4.988 (4.528)] [KD 4.778 (4.548)] +2024-10-13 10:38:52,789 - Train: 65.92% [824700/1251000] [659.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.000803] [CE 4.979 (4.513)] [KD 4.729 (4.560)] +2024-10-13 10:39:00,364 - Train: 65.93% [824750/1251000] [659.3/1000.0] [batch_t 0.162 (0.151)] [data_t 0.003] [optim_t 0.159] [lr 0.000803] [CE 4.875 (4.514)] [KD 4.739 (4.550)] +2024-10-13 10:39:07,914 - Train: 65.93% [824800/1251000] [659.3/1000.0] [batch_t 0.158 (0.151)] [data_t 0.003] [optim_t 0.155] [lr 0.000802] [CE 4.527 (4.572)] [KD 4.817 (4.603)] +2024-10-13 10:39:15,548 - Train: 65.94% [824850/1251000] [659.4/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000802] [CE 4.427 (4.494)] [KD 4.428 (4.531)] +2024-10-13 10:39:23,008 - Train: 65.94% [824900/1251000] [659.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.000802] [CE 4.420 (4.532)] [KD 4.429 (4.534)] +2024-10-13 10:39:30,794 - Train: 65.94% [824950/1251000] [659.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.000802] [CE 3.971 (4.587)] [KD 4.390 (4.549)] +2024-10-13 10:39:38,567 - Train: 65.95% [825000/1251000] [659.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000802] [CE 4.925 (4.665)] [KD 4.948 (4.638)] +2024-10-13 10:39:46,027 - Train: 65.95% [825050/1251000] [659.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000802] [CE 4.507 (4.502)] [KD 4.437 (4.636)] +2024-10-13 10:39:53,622 - Train: 65.96% [825100/1251000] [659.6/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000801] [CE 4.553 (4.569)] [KD 4.743 (4.567)] +2024-10-13 10:40:01,205 - Train: 65.96% [825150/1251000] [659.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000801] [CE 4.508 (4.498)] [KD 4.470 (4.542)] +2024-10-13 10:40:08,763 - Train: 65.96% [825200/1251000] [659.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000801] [CE 3.951 (4.480)] [KD 4.415 (4.559)] +2024-10-13 10:40:16,209 - Train: 65.97% [825250/1251000] [659.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000801] [CE 4.741 (4.605)] [KD 4.595 (4.629)] +2024-10-13 10:40:23,888 - Train: 65.97% [825300/1251000] [659.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000801] [CE 4.733 (4.618)] [KD 4.377 (4.638)] +2024-10-13 10:40:31,578 - Train: 65.98% [825350/1251000] [659.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000801] [CE 4.297 (4.543)] [KD 4.501 (4.594)] +2024-10-13 10:40:39,447 - Train: 65.98% [825400/1251000] [659.8/1000.0] [batch_t 0.162 (0.157)] [data_t 0.004] [optim_t 0.157] [lr 0.000800] [CE 4.121 (4.584)] [KD 4.482 (4.631)] +2024-10-13 10:40:46,939 - Train: 65.98% [825450/1251000] [659.8/1000.0] [batch_t 0.156 (0.150)] [data_t 0.005] [optim_t 0.151] [lr 0.000800] [CE 4.382 (4.479)] [KD 4.410 (4.583)] +2024-10-13 10:40:54,485 - Train: 65.99% [825500/1251000] [659.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000800] [CE 4.627 (4.540)] [KD 4.489 (4.609)] +2024-10-13 10:41:02,043 - Train: 65.99% [825550/1251000] [659.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000800] [CE 5.054 (4.458)] [KD 4.921 (4.475)] +2024-10-13 10:41:09,690 - Train: 66.00% [825600/1251000] [660.0/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000800] [CE 3.874 (4.558)] [KD 4.210 (4.580)] +2024-10-13 10:41:17,114 - Train: 66.00% [825650/1251000] [660.0/1000.0] [batch_t 0.140 (0.148)] [data_t 0.005] [optim_t 0.135] [lr 0.000800] [CE 4.445 (4.486)] [KD 4.585 (4.557)] +2024-10-13 10:41:24,187 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34484] [top5_cnt 44328] [top_all 50000] +2024-10-13 10:41:24,187 - net: 68.968 (88.656) +2024-10-13 10:41:29,948 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 36574] [top5_cnt 45568] [top_all 50000] +2024-10-13 10:41:29,948 - net_E: 73.148 (91.136) +2024-10-13 10:41:30,107 - Max [top1: 69.456 (epoch: 657)] [top1-ema: 73.148 (epoch: 660)] +2024-10-13 10:41:30,108 - ==> Total time: 1 day, 12:54:21 Eta: 19:00:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 10:41:39,430 - Train: 66.00% [825700/1251000] [660.0/1000.0] [batch_t 0.146 (0.159)] [data_t 0.003] [optim_t 0.143] [lr 0.000799] [CE 4.413 (4.426)] [KD 4.512 (4.487)] +2024-10-13 10:41:46,988 - Train: 66.01% [825750/1251000] [660.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000799] [CE 4.791 (4.519)] [KD 4.508 (4.550)] +2024-10-13 10:41:54,650 - Train: 66.01% [825800/1251000] [660.1/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.000799] [CE 4.126 (4.542)] [KD 4.302 (4.554)] +2024-10-13 10:42:02,245 - Train: 66.02% [825850/1251000] [660.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000799] [CE 4.443 (4.488)] [KD 4.552 (4.543)] +2024-10-13 10:42:09,716 - Train: 66.02% [825900/1251000] [660.2/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.150] [lr 0.000799] [CE 4.619 (4.633)] [KD 4.569 (4.606)] +2024-10-13 10:42:17,456 - Train: 66.02% [825950/1251000] [660.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000799] [CE 4.270 (4.523)] [KD 4.346 (4.553)] +2024-10-13 10:42:25,145 - Train: 66.03% [826000/1251000] [660.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000798] [CE 4.585 (4.523)] [KD 4.368 (4.535)] +2024-10-13 10:42:32,664 - Train: 66.03% [826050/1251000] [660.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000798] [CE 4.379 (4.473)] [KD 4.565 (4.502)] +2024-10-13 10:42:40,120 - Train: 66.04% [826100/1251000] [660.4/1000.0] [batch_t 0.158 (0.149)] [data_t 0.006] [optim_t 0.152] [lr 0.000798] [CE 4.432 (4.495)] [KD 4.401 (4.516)] +2024-10-13 10:42:47,783 - Train: 66.04% [826150/1251000] [660.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000798] [CE 3.991 (4.478)] [KD 4.333 (4.506)] +2024-10-13 10:42:55,313 - Train: 66.04% [826200/1251000] [660.4/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.000798] [CE 4.541 (4.433)] [KD 4.734 (4.473)] +2024-10-13 10:43:02,912 - Train: 66.05% [826250/1251000] [660.5/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000798] [CE 4.502 (4.566)] [KD 4.722 (4.643)] +2024-10-13 10:43:10,369 - Train: 66.05% [826300/1251000] [660.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000798] [CE 4.610 (4.528)] [KD 4.781 (4.590)] +2024-10-13 10:43:18,009 - Train: 66.06% [826350/1251000] [660.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.000797] [CE 4.887 (4.546)] [KD 4.709 (4.569)] +2024-10-13 10:43:25,942 - Train: 66.06% [826400/1251000] [660.6/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.000797] [CE 4.284 (4.495)] [KD 4.363 (4.535)] +2024-10-13 10:43:33,401 - Train: 66.06% [826450/1251000] [660.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000797] [CE 4.433 (4.568)] [KD 4.690 (4.646)] +2024-10-13 10:43:40,864 - Train: 66.07% [826500/1251000] [660.7/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.000797] [CE 4.682 (4.508)] [KD 4.752 (4.606)] +2024-10-13 10:43:48,706 - Train: 66.07% [826550/1251000] [660.7/1000.0] [batch_t 0.159 (0.157)] [data_t 0.003] [optim_t 0.156] [lr 0.000797] [CE 4.296 (4.513)] [KD 4.783 (4.592)] +2024-10-13 10:43:56,458 - Train: 66.08% [826600/1251000] [660.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000797] [CE 4.609 (4.525)] [KD 4.330 (4.570)] +2024-10-13 10:44:04,177 - Train: 66.08% [826650/1251000] [660.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000796] [CE 4.023 (4.583)] [KD 4.231 (4.582)] +2024-10-13 10:44:11,930 - Train: 66.08% [826700/1251000] [660.8/1000.0] [batch_t 0.144 (0.155)] [data_t 0.006] [optim_t 0.139] [lr 0.000796] [CE 4.647 (4.570)] [KD 4.865 (4.609)] +2024-10-13 10:44:19,388 - Train: 66.09% [826750/1251000] [660.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000796] [CE 4.570 (4.485)] [KD 4.759 (4.584)] +2024-10-13 10:44:27,209 - Train: 66.09% [826800/1251000] [660.9/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000796] [CE 4.327 (4.484)] [KD 4.528 (4.581)] +2024-10-13 10:44:34,763 - Train: 66.10% [826850/1251000] [661.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000796] [CE 4.008 (4.524)] [KD 4.320 (4.582)] +2024-10-13 10:44:42,200 - Train: 66.10% [826900/1251000] [661.0/1000.0] [batch_t 0.140 (0.149)] [data_t 0.003] [optim_t 0.136] [lr 0.000796] [CE 4.848 (4.591)] [KD 4.874 (4.555)] +2024-10-13 10:44:49,421 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 34115] [top5_cnt 44210] [top_all 50000] +2024-10-13 10:44:49,422 - net: 68.230 (88.420) +2024-10-13 10:44:55,215 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 36586] [top5_cnt 45588] [top_all 50000] +2024-10-13 10:44:55,215 - net_E: 73.172 (91.176) +2024-10-13 10:44:55,369 - Max [top1: 69.456 (epoch: 657)] [top1-ema: 73.172 (epoch: 661)] +2024-10-13 10:44:55,369 - ==> Total time: 1 day, 12:57:46 Eta: 18:57:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 10:45:04,105 - Train: 66.10% [826950/1251000] [661.0/1000.0] [batch_t 0.146 (0.166)] [data_t 0.004] [optim_t 0.142] [lr 0.000795] [CE 4.654 (4.495)] [KD 4.909 (4.536)] +2024-10-13 10:45:11,867 - Train: 66.11% [827000/1251000] [661.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000795] [CE 4.573 (4.518)] [KD 4.493 (4.560)] +2024-10-13 10:45:19,330 - Train: 66.11% [827050/1251000] [661.1/1000.0] [batch_t 0.155 (0.149)] [data_t 0.003] [optim_t 0.152] [lr 0.000795] [CE 4.721 (4.566)] [KD 4.662 (4.562)] +2024-10-13 10:45:26,900 - Train: 66.12% [827100/1251000] [661.2/1000.0] [batch_t 0.154 (0.151)] [data_t 0.006] [optim_t 0.148] [lr 0.000795] [CE 4.298 (4.538)] [KD 4.344 (4.545)] +2024-10-13 10:45:34,531 - Train: 66.12% [827150/1251000] [661.2/1000.0] [batch_t 0.158 (0.153)] [data_t 0.005] [optim_t 0.153] [lr 0.000795] [CE 4.599 (4.634)] [KD 4.567 (4.623)] +2024-10-13 10:45:42,145 - Train: 66.12% [827200/1251000] [661.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.007] [optim_t 0.143] [lr 0.000795] [CE 4.732 (4.508)] [KD 5.017 (4.561)] +2024-10-13 10:45:49,693 - Train: 66.13% [827250/1251000] [661.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000794] [CE 5.066 (4.526)] [KD 4.891 (4.576)] +2024-10-13 10:45:57,161 - Train: 66.13% [827300/1251000] [661.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000794] [CE 4.640 (4.479)] [KD 4.630 (4.549)] +2024-10-13 10:46:04,775 - Train: 66.14% [827350/1251000] [661.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000794] [CE 4.385 (4.524)] [KD 4.551 (4.558)] +2024-10-13 10:46:12,715 - Train: 66.14% [827400/1251000] [661.4/1000.0] [batch_t 0.277 (0.159)] [data_t 0.004] [optim_t 0.273] [lr 0.000794] [CE 4.591 (4.527)] [KD 4.502 (4.577)] +2024-10-13 10:46:20,196 - Train: 66.14% [827450/1251000] [661.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000794] [CE 3.875 (4.492)] [KD 4.322 (4.482)] +2024-10-13 10:46:27,890 - Train: 66.15% [827500/1251000] [661.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000794] [CE 4.701 (4.485)] [KD 4.540 (4.518)] +2024-10-13 10:46:35,376 - Train: 66.15% [827550/1251000] [661.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000793] [CE 4.532 (4.486)] [KD 4.716 (4.575)] +2024-10-13 10:46:42,847 - Train: 66.16% [827600/1251000] [661.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000793] [CE 4.412 (4.445)] [KD 4.266 (4.518)] +2024-10-13 10:46:50,444 - Train: 66.16% [827650/1251000] [661.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000793] [CE 4.540 (4.488)] [KD 4.322 (4.528)] +2024-10-13 10:46:57,983 - Train: 66.16% [827700/1251000] [661.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000793] [CE 4.477 (4.518)] [KD 4.463 (4.570)] +2024-10-13 10:47:05,437 - Train: 66.17% [827750/1251000] [661.7/1000.0] [batch_t 0.153 (0.149)] [data_t 0.007] [optim_t 0.145] [lr 0.000793] [CE 4.435 (4.626)] [KD 4.266 (4.634)] +2024-10-13 10:47:13,265 - Train: 66.17% [827800/1251000] [661.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000793] [CE 4.409 (4.489)] [KD 4.593 (4.535)] +2024-10-13 10:47:21,097 - Train: 66.18% [827850/1251000] [661.8/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.000792] [CE 4.660 (4.491)] [KD 4.281 (4.585)] +2024-10-13 10:47:28,671 - Train: 66.18% [827900/1251000] [661.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000792] [CE 4.252 (4.507)] [KD 4.467 (4.584)] +2024-10-13 10:47:36,123 - Train: 66.18% [827950/1251000] [661.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000792] [CE 4.649 (4.566)] [KD 4.844 (4.543)] +2024-10-13 10:47:43,639 - Train: 66.19% [828000/1251000] [661.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000792] [CE 4.620 (4.504)] [KD 4.683 (4.561)] +2024-10-13 10:47:51,189 - Train: 66.19% [828050/1251000] [661.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000792] [CE 4.456 (4.499)] [KD 4.476 (4.560)] +2024-10-13 10:47:58,806 - Train: 66.20% [828100/1251000] [662.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000792] [CE 4.746 (4.511)] [KD 4.899 (4.574)] +2024-10-13 10:48:06,242 - Train: 66.20% [828150/1251000] [662.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000791] [CE 4.805 (4.512)] [KD 4.520 (4.553)] +2024-10-13 10:48:13,657 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34605] [top5_cnt 44507] [top_all 50000] +2024-10-13 10:48:13,657 - net: 69.210 (89.014) +2024-10-13 10:48:19,397 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.104)] [top1_cnt 36613] [top5_cnt 45606] [top_all 50000] +2024-10-13 10:48:19,398 - net_E: 73.226 (91.212) +2024-10-13 10:48:19,535 - Max [top1: 69.456 (epoch: 657)] [top1-ema: 73.226 (epoch: 662)] +2024-10-13 10:48:19,535 - ==> Total time: 1 day, 13:01:10 Eta: 18:54:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 10:48:28,678 - Train: 66.20% [828200/1251000] [662.0/1000.0] [batch_t 0.155 (0.163)] [data_t 0.008] [optim_t 0.147] [lr 0.000791] [CE 4.645 (4.462)] [KD 4.570 (4.513)] +2024-10-13 10:48:36,327 - Train: 66.21% [828250/1251000] [662.1/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000791] [CE 4.345 (4.487)] [KD 4.518 (4.507)] +2024-10-13 10:48:43,868 - Train: 66.21% [828300/1251000] [662.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.000791] [CE 4.447 (4.530)] [KD 4.412 (4.562)] +2024-10-13 10:48:51,398 - Train: 66.22% [828350/1251000] [662.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000791] [CE 4.246 (4.517)] [KD 4.252 (4.544)] +2024-10-13 10:48:58,950 - Train: 66.22% [828400/1251000] [662.2/1000.0] [batch_t 0.156 (0.151)] [data_t 0.006] [optim_t 0.150] [lr 0.000791] [CE 4.873 (4.500)] [KD 4.993 (4.530)] +2024-10-13 10:49:06,393 - Train: 66.22% [828450/1251000] [662.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000790] [CE 4.875 (4.572)] [KD 4.536 (4.569)] +2024-10-13 10:49:14,369 - Train: 66.23% [828500/1251000] [662.3/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.143] [lr 0.000790] [CE 4.608 (4.528)] [KD 4.635 (4.516)] +2024-10-13 10:49:21,823 - Train: 66.23% [828550/1251000] [662.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000790] [CE 4.745 (4.492)] [KD 4.764 (4.499)] +2024-10-13 10:49:29,222 - Train: 66.24% [828600/1251000] [662.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000790] [CE 4.621 (4.504)] [KD 4.754 (4.493)] +2024-10-13 10:49:36,851 - Train: 66.24% [828650/1251000] [662.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000790] [CE 4.145 (4.559)] [KD 4.355 (4.603)] +2024-10-13 10:49:44,518 - Train: 66.24% [828700/1251000] [662.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000790] [CE 4.069 (4.567)] [KD 4.171 (4.581)] +2024-10-13 10:49:52,157 - Train: 66.25% [828750/1251000] [662.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000790] [CE 4.321 (4.520)] [KD 4.518 (4.574)] +2024-10-13 10:49:59,662 - Train: 66.25% [828800/1251000] [662.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000789] [CE 4.499 (4.468)] [KD 4.695 (4.499)] +2024-10-13 10:50:07,085 - Train: 66.25% [828850/1251000] [662.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.139] [lr 0.000789] [CE 4.462 (4.551)] [KD 4.518 (4.602)] +2024-10-13 10:50:14,679 - Train: 66.26% [828900/1251000] [662.6/1000.0] [batch_t 0.143 (0.152)] [data_t 0.004] [optim_t 0.139] [lr 0.000789] [CE 4.207 (4.597)] [KD 4.622 (4.600)] +2024-10-13 10:50:22,334 - Train: 66.26% [828950/1251000] [662.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000789] [CE 4.338 (4.568)] [KD 4.429 (4.597)] +2024-10-13 10:50:29,869 - Train: 66.27% [829000/1251000] [662.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000789] [CE 4.426 (4.465)] [KD 4.367 (4.530)] +2024-10-13 10:50:37,488 - Train: 66.27% [829050/1251000] [662.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000789] [CE 4.578 (4.590)] [KD 4.608 (4.556)] +2024-10-13 10:50:44,982 - Train: 66.27% [829100/1251000] [662.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000788] [CE 4.628 (4.554)] [KD 4.579 (4.592)] +2024-10-13 10:50:52,497 - Train: 66.28% [829150/1251000] [662.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000788] [CE 4.370 (4.540)] [KD 4.610 (4.569)] +2024-10-13 10:50:59,984 - Train: 66.28% [829200/1251000] [662.8/1000.0] [batch_t 0.143 (0.150)] [data_t 0.005] [optim_t 0.138] [lr 0.000788] [CE 4.477 (4.583)] [KD 4.211 (4.631)] +2024-10-13 10:51:07,531 - Train: 66.29% [829250/1251000] [662.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000788] [CE 4.875 (4.483)] [KD 4.730 (4.526)] +2024-10-13 10:51:15,236 - Train: 66.29% [829300/1251000] [662.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000788] [CE 4.185 (4.610)] [KD 4.324 (4.580)] +2024-10-13 10:51:22,744 - Train: 66.29% [829350/1251000] [662.9/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.000788] [CE 4.075 (4.510)] [KD 4.197 (4.539)] +2024-10-13 10:51:30,228 - Train: 66.30% [829400/1251000] [663.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000787] [CE 4.566 (4.599)] [KD 4.556 (4.621)] +2024-10-13 10:51:37,690 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34098] [top5_cnt 44165] [top_all 50000] +2024-10-13 10:51:37,690 - net: 68.196 (88.330) +2024-10-13 10:51:43,442 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 36625] [top5_cnt 45635] [top_all 50000] +2024-10-13 10:51:43,443 - net_E: 73.250 (91.270) +2024-10-13 10:51:43,583 - Max [top1: 69.456 (epoch: 657)] [top1-ema: 73.250 (epoch: 663)] +2024-10-13 10:51:43,584 - ==> Total time: 1 day, 13:04:34 Eta: 18:50:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 10:51:52,302 - Train: 66.30% [829450/1251000] [663.0/1000.0] [batch_t 0.144 (0.160)] [data_t 0.003] [optim_t 0.141] [lr 0.000787] [CE 4.590 (4.490)] [KD 4.774 (4.546)] +2024-10-13 10:51:59,749 - Train: 66.31% [829500/1251000] [663.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.000787] [CE 4.493 (4.558)] [KD 4.408 (4.549)] +2024-10-13 10:52:07,719 - Train: 66.31% [829550/1251000] [663.1/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.148] [lr 0.000787] [CE 4.659 (4.501)] [KD 4.473 (4.465)] +2024-10-13 10:52:15,254 - Train: 66.31% [829600/1251000] [663.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000787] [CE 4.365 (4.456)] [KD 4.692 (4.481)] +2024-10-13 10:52:22,821 - Train: 66.32% [829650/1251000] [663.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000787] [CE 4.185 (4.483)] [KD 4.372 (4.539)] +2024-10-13 10:52:30,243 - Train: 66.32% [829700/1251000] [663.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000786] [CE 4.633 (4.481)] [KD 4.639 (4.490)] +2024-10-13 10:52:37,806 - Train: 66.33% [829750/1251000] [663.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000786] [CE 4.658 (4.479)] [KD 4.359 (4.491)] +2024-10-13 10:52:45,278 - Train: 66.33% [829800/1251000] [663.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000786] [CE 4.444 (4.491)] [KD 4.520 (4.524)] +2024-10-13 10:52:52,967 - Train: 66.33% [829850/1251000] [663.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000786] [CE 5.213 (4.549)] [KD 4.737 (4.508)] +2024-10-13 10:53:00,623 - Train: 66.34% [829900/1251000] [663.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.000786] [CE 4.286 (4.562)] [KD 4.473 (4.553)] +2024-10-13 10:53:08,217 - Train: 66.34% [829950/1251000] [663.4/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.000786] [CE 4.992 (4.523)] [KD 4.227 (4.563)] +2024-10-13 10:53:15,835 - Train: 66.35% [830000/1251000] [663.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000785] [CE 4.384 (4.596)] [KD 4.518 (4.605)] +2024-10-13 10:53:23,442 - Train: 66.35% [830050/1251000] [663.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000785] [CE 4.567 (4.519)] [KD 4.498 (4.590)] +2024-10-13 10:53:30,851 - Train: 66.35% [830100/1251000] [663.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000785] [CE 4.325 (4.447)] [KD 4.735 (4.557)] +2024-10-13 10:53:38,522 - Train: 66.36% [830150/1251000] [663.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000785] [CE 4.132 (4.518)] [KD 4.546 (4.516)] +2024-10-13 10:53:46,084 - Train: 66.36% [830200/1251000] [663.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000785] [CE 4.322 (4.563)] [KD 4.202 (4.542)] +2024-10-13 10:53:53,627 - Train: 66.37% [830250/1251000] [663.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.000785] [CE 4.239 (4.538)] [KD 4.565 (4.612)] +2024-10-13 10:54:01,216 - Train: 66.37% [830300/1251000] [663.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000784] [CE 4.596 (4.528)] [KD 4.749 (4.594)] +2024-10-13 10:54:08,772 - Train: 66.37% [830350/1251000] [663.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.000784] [CE 4.842 (4.484)] [KD 4.750 (4.527)] +2024-10-13 10:54:16,398 - Train: 66.38% [830400/1251000] [663.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.000784] [CE 4.649 (4.559)] [KD 4.552 (4.574)] +2024-10-13 10:54:24,016 - Train: 66.38% [830450/1251000] [663.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000784] [CE 4.267 (4.589)] [KD 4.510 (4.620)] +2024-10-13 10:54:31,518 - Train: 66.39% [830500/1251000] [663.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000784] [CE 4.634 (4.548)] [KD 4.711 (4.571)] +2024-10-13 10:54:38,918 - Train: 66.39% [830550/1251000] [663.9/1000.0] [batch_t 0.156 (0.148)] [data_t 0.006] [optim_t 0.150] [lr 0.000784] [CE 4.416 (4.545)] [KD 4.617 (4.561)] +2024-10-13 10:54:46,403 - Train: 66.39% [830600/1251000] [663.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000784] [CE 5.119 (4.504)] [KD 4.980 (4.548)] +2024-10-13 10:54:53,888 - Train: 66.40% [830650/1251000] [664.0/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.000783] [CE 4.227 (4.467)] [KD 4.449 (4.555)] +2024-10-13 10:55:01,534 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34032] [top5_cnt 44101] [top_all 50000] +2024-10-13 10:55:01,535 - net: 68.064 (88.202) +2024-10-13 10:55:07,214 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 36637] [top5_cnt 45612] [top_all 50000] +2024-10-13 10:55:07,214 - net_E: 73.274 (91.224) +2024-10-13 10:55:07,419 - Max [top1: 69.456 (epoch: 657)] [top1-ema: 73.274 (epoch: 664)] +2024-10-13 10:55:07,420 - ==> Total time: 1 day, 13:07:58 Eta: 18:47:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 10:55:16,151 - Train: 66.40% [830700/1251000] [664.0/1000.0] [batch_t 0.149 (0.162)] [data_t 0.004] [optim_t 0.145] [lr 0.000783] [CE 4.482 (4.508)] [KD 4.861 (4.514)] +2024-10-13 10:55:23,898 - Train: 66.41% [830750/1251000] [664.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000783] [CE 3.602 (4.490)] [KD 4.203 (4.510)] +2024-10-13 10:55:31,717 - Train: 66.41% [830800/1251000] [664.1/1000.0] [batch_t 0.145 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.000783] [CE 3.962 (4.605)] [KD 4.279 (4.610)] +2024-10-13 10:55:39,230 - Train: 66.41% [830850/1251000] [664.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000783] [CE 3.884 (4.464)] [KD 4.174 (4.575)] +2024-10-13 10:55:46,844 - Train: 66.42% [830900/1251000] [664.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000783] [CE 4.202 (4.575)] [KD 4.206 (4.591)] +2024-10-13 10:55:54,372 - Train: 66.42% [830950/1251000] [664.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000782] [CE 4.223 (4.569)] [KD 4.382 (4.542)] +2024-10-13 10:56:01,949 - Train: 66.43% [831000/1251000] [664.3/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000782] [CE 4.929 (4.531)] [KD 4.767 (4.576)] +2024-10-13 10:56:09,661 - Train: 66.43% [831050/1251000] [664.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000782] [CE 4.344 (4.533)] [KD 4.382 (4.591)] +2024-10-13 10:56:17,380 - Train: 66.43% [831100/1251000] [664.3/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000782] [CE 4.518 (4.545)] [KD 4.256 (4.534)] +2024-10-13 10:56:24,892 - Train: 66.44% [831150/1251000] [664.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000782] [CE 4.629 (4.588)] [KD 4.470 (4.544)] +2024-10-13 10:56:32,522 - Train: 66.44% [831200/1251000] [664.4/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000782] [CE 4.514 (4.569)] [KD 4.285 (4.574)] +2024-10-13 10:56:40,046 - Train: 66.45% [831250/1251000] [664.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000781] [CE 4.497 (4.536)] [KD 4.440 (4.538)] +2024-10-13 10:56:47,468 - Train: 66.45% [831300/1251000] [664.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.000781] [CE 4.737 (4.499)] [KD 4.431 (4.510)] +2024-10-13 10:56:55,134 - Train: 66.45% [831350/1251000] [664.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000781] [CE 4.671 (4.542)] [KD 4.395 (4.489)] +2024-10-13 10:57:02,536 - Train: 66.46% [831400/1251000] [664.6/1000.0] [batch_t 0.150 (0.148)] [data_t 0.006] [optim_t 0.145] [lr 0.000781] [CE 4.587 (4.552)] [KD 4.467 (4.569)] +2024-10-13 10:57:10,163 - Train: 66.46% [831450/1251000] [664.6/1000.0] [batch_t 0.160 (0.152)] [data_t 0.004] [optim_t 0.156] [lr 0.000781] [CE 4.365 (4.476)] [KD 4.525 (4.571)] +2024-10-13 10:57:17,900 - Train: 66.47% [831500/1251000] [664.7/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000781] [CE 4.452 (4.562)] [KD 4.622 (4.573)] +2024-10-13 10:57:25,517 - Train: 66.47% [831550/1251000] [664.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000780] [CE 4.696 (4.456)] [KD 4.691 (4.521)] +2024-10-13 10:57:33,352 - Train: 66.47% [831600/1251000] [664.7/1000.0] [batch_t 0.156 (0.157)] [data_t 0.004] [optim_t 0.153] [lr 0.000780] [CE 4.351 (4.528)] [KD 4.452 (4.581)] +2024-10-13 10:57:40,899 - Train: 66.48% [831650/1251000] [664.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000780] [CE 4.289 (4.484)] [KD 4.465 (4.582)] +2024-10-13 10:57:48,327 - Train: 66.48% [831700/1251000] [664.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000780] [CE 4.329 (4.553)] [KD 4.304 (4.554)] +2024-10-13 10:57:55,738 - Train: 66.49% [831750/1251000] [664.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000780] [CE 4.777 (4.578)] [KD 4.705 (4.587)] +2024-10-13 10:58:03,166 - Train: 66.49% [831800/1251000] [664.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000780] [CE 4.534 (4.476)] [KD 4.459 (4.549)] +2024-10-13 10:58:10,855 - Train: 66.49% [831850/1251000] [664.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000779] [CE 4.698 (4.484)] [KD 4.507 (4.523)] +2024-10-13 10:58:18,578 - Train: 66.50% [831900/1251000] [665.0/1000.0] [batch_t 0.154 (0.154)] [data_t 0.011] [optim_t 0.142] [lr 0.000779] [CE 4.537 (4.525)] [KD 4.563 (4.527)] +2024-10-13 10:58:26,472 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 34236] [top5_cnt 44298] [top_all 50000] +2024-10-13 10:58:26,473 - net: 68.472 (88.596) +2024-10-13 10:58:32,282 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.099)] [top1_cnt 36636] [top5_cnt 45589] [top_all 50000] +2024-10-13 10:58:32,282 - net_E: 73.272 (91.178) +2024-10-13 10:58:32,507 - Max [top1: 69.456 (epoch: 657)] [top1-ema: 73.274 (epoch: 664)] +2024-10-13 10:58:32,508 - ==> Total time: 1 day, 13:11:23 Eta: 18:44:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 10:58:39,916 - Train: 66.50% [831950/1251000] [665.0/1000.0] [batch_t 0.146 (0.164)] [data_t 0.004] [optim_t 0.142] [lr 0.000779] [CE 4.602 (4.436)] [KD 4.525 (4.459)] +2024-10-13 10:58:47,453 - Train: 66.51% [832000/1251000] [665.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000779] [CE 4.462 (4.488)] [KD 4.575 (4.496)] +2024-10-13 10:58:55,173 - Train: 66.51% [832050/1251000] [665.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.000779] [CE 3.825 (4.500)] [KD 4.575 (4.542)] +2024-10-13 10:59:02,594 - Train: 66.51% [832100/1251000] [665.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.000779] [CE 4.201 (4.521)] [KD 4.618 (4.508)] +2024-10-13 10:59:10,109 - Train: 66.52% [832150/1251000] [665.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000778] [CE 4.972 (4.591)] [KD 4.793 (4.591)] +2024-10-13 10:59:17,564 - Train: 66.52% [832200/1251000] [665.2/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.000778] [CE 4.082 (4.412)] [KD 3.994 (4.466)] +2024-10-13 10:59:25,067 - Train: 66.53% [832250/1251000] [665.3/1000.0] [batch_t 0.143 (0.150)] [data_t 0.005] [optim_t 0.138] [lr 0.000778] [CE 4.623 (4.504)] [KD 4.878 (4.587)] +2024-10-13 10:59:32,573 - Train: 66.53% [832300/1251000] [665.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000778] [CE 4.227 (4.458)] [KD 4.606 (4.489)] +2024-10-13 10:59:40,055 - Train: 66.53% [832350/1251000] [665.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.000778] [CE 4.073 (4.493)] [KD 4.409 (4.510)] +2024-10-13 10:59:47,804 - Train: 66.54% [832400/1251000] [665.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000778] [CE 4.362 (4.472)] [KD 4.464 (4.540)] +2024-10-13 10:59:55,423 - Train: 66.54% [832450/1251000] [665.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000778] [CE 4.792 (4.493)] [KD 4.937 (4.497)] +2024-10-13 11:00:02,815 - Train: 66.55% [832500/1251000] [665.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000777] [CE 4.096 (4.491)] [KD 4.119 (4.549)] +2024-10-13 11:00:10,282 - Train: 66.55% [832550/1251000] [665.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000777] [CE 3.930 (4.488)] [KD 4.330 (4.510)] +2024-10-13 11:00:17,660 - Train: 66.55% [832600/1251000] [665.5/1000.0] [batch_t 0.150 (0.147)] [data_t 0.005] [optim_t 0.145] [lr 0.000777] [CE 4.217 (4.571)] [KD 4.265 (4.657)] +2024-10-13 11:00:25,193 - Train: 66.56% [832650/1251000] [665.6/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.000777] [CE 4.751 (4.481)] [KD 4.556 (4.526)] +2024-10-13 11:00:32,953 - Train: 66.56% [832700/1251000] [665.6/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000777] [CE 4.632 (4.519)] [KD 4.475 (4.476)] +2024-10-13 11:00:40,497 - Train: 66.57% [832750/1251000] [665.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000777] [CE 4.876 (4.531)] [KD 4.479 (4.548)] +2024-10-13 11:00:48,083 - Train: 66.57% [832800/1251000] [665.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000776] [CE 5.246 (4.582)] [KD 4.693 (4.617)] +2024-10-13 11:00:55,468 - Train: 66.57% [832850/1251000] [665.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000776] [CE 4.584 (4.512)] [KD 4.398 (4.545)] +2024-10-13 11:01:03,038 - Train: 66.58% [832900/1251000] [665.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000776] [CE 4.580 (4.513)] [KD 4.614 (4.502)] +2024-10-13 11:01:10,595 - Train: 66.58% [832950/1251000] [665.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000776] [CE 4.687 (4.557)] [KD 4.575 (4.535)] +2024-10-13 11:01:18,123 - Train: 66.59% [833000/1251000] [665.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000776] [CE 4.078 (4.580)] [KD 4.159 (4.492)] +2024-10-13 11:01:25,589 - Train: 66.59% [833050/1251000] [665.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000776] [CE 4.644 (4.559)] [KD 4.932 (4.565)] +2024-10-13 11:01:33,121 - Train: 66.59% [833100/1251000] [665.9/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.000775] [CE 4.286 (4.503)] [KD 4.493 (4.565)] +2024-10-13 11:01:40,584 - Train: 66.60% [833150/1251000] [666.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000775] [CE 4.438 (4.498)] [KD 4.336 (4.516)] +2024-10-13 11:01:48,494 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 34479] [top5_cnt 44385] [top_all 50000] +2024-10-13 11:01:48,495 - net: 68.958 (88.770) +2024-10-13 11:01:54,322 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 36612] [top5_cnt 45593] [top_all 50000] +2024-10-13 11:01:54,322 - net_E: 73.224 (91.186) +2024-10-13 11:01:54,513 - Max [top1: 69.456 (epoch: 657)] [top1-ema: 73.274 (epoch: 664)] +2024-10-13 11:01:54,514 - ==> Total time: 1 day, 13:14:45 Eta: 18:40:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 11:02:01,858 - Train: 66.60% [833200/1251000] [666.0/1000.0] [batch_t 0.285 (0.170)] [data_t 0.010] [optim_t 0.275] [lr 0.000775] [CE 4.286 (4.457)] [KD 4.440 (4.508)] +2024-10-13 11:02:09,675 - Train: 66.61% [833250/1251000] [666.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000775] [CE 4.613 (4.550)] [KD 4.593 (4.580)] +2024-10-13 11:02:17,332 - Train: 66.61% [833300/1251000] [666.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.007] [optim_t 0.140] [lr 0.000775] [CE 4.437 (4.496)] [KD 4.523 (4.520)] +2024-10-13 11:02:24,806 - Train: 66.61% [833350/1251000] [666.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.009] [optim_t 0.142] [lr 0.000775] [CE 3.986 (4.498)] [KD 4.080 (4.533)] +2024-10-13 11:02:32,222 - Train: 66.62% [833400/1251000] [666.2/1000.0] [batch_t 0.151 (0.148)] [data_t 0.006] [optim_t 0.145] [lr 0.000774] [CE 4.790 (4.556)] [KD 4.581 (4.582)] +2024-10-13 11:02:39,893 - Train: 66.62% [833450/1251000] [666.2/1000.0] [batch_t 0.163 (0.153)] [data_t 0.003] [optim_t 0.161] [lr 0.000774] [CE 4.533 (4.537)] [KD 4.614 (4.537)] +2024-10-13 11:02:47,422 - Train: 66.63% [833500/1251000] [666.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000774] [CE 4.280 (4.492)] [KD 4.331 (4.565)] +2024-10-13 11:02:55,167 - Train: 66.63% [833550/1251000] [666.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000774] [CE 3.955 (4.448)] [KD 4.194 (4.452)] +2024-10-13 11:03:02,882 - Train: 66.63% [833600/1251000] [666.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000774] [CE 4.775 (4.537)] [KD 4.661 (4.502)] +2024-10-13 11:03:10,715 - Train: 66.64% [833650/1251000] [666.4/1000.0] [batch_t 0.159 (0.157)] [data_t 0.004] [optim_t 0.155] [lr 0.000774] [CE 4.412 (4.469)] [KD 4.753 (4.490)] +2024-10-13 11:03:18,412 - Train: 66.64% [833700/1251000] [666.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.007] [optim_t 0.142] [lr 0.000773] [CE 5.080 (4.560)] [KD 4.745 (4.554)] +2024-10-13 11:03:25,895 - Train: 66.65% [833750/1251000] [666.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000773] [CE 4.435 (4.543)] [KD 4.526 (4.555)] +2024-10-13 11:03:33,366 - Train: 66.65% [833800/1251000] [666.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000773] [CE 4.220 (4.493)] [KD 4.367 (4.509)] +2024-10-13 11:03:41,184 - Train: 66.65% [833850/1251000] [666.5/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000773] [CE 4.597 (4.566)] [KD 4.517 (4.572)] +2024-10-13 11:03:48,805 - Train: 66.66% [833900/1251000] [666.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000773] [CE 4.434 (4.506)] [KD 4.384 (4.552)] +2024-10-13 11:03:56,367 - Train: 66.66% [833950/1251000] [666.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000773] [CE 4.888 (4.596)] [KD 4.556 (4.520)] +2024-10-13 11:04:04,370 - Train: 66.67% [834000/1251000] [666.7/1000.0] [batch_t 0.339 (0.160)] [data_t 0.006] [optim_t 0.334] [lr 0.000773] [CE 4.610 (4.492)] [KD 4.463 (4.549)] +2024-10-13 11:04:12,146 - Train: 66.67% [834050/1251000] [666.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000772] [CE 4.337 (4.528)] [KD 4.684 (4.549)] +2024-10-13 11:04:19,793 - Train: 66.67% [834100/1251000] [666.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000772] [CE 4.970 (4.480)] [KD 4.696 (4.550)] +2024-10-13 11:04:27,383 - Train: 66.68% [834150/1251000] [666.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000772] [CE 4.192 (4.508)] [KD 4.419 (4.532)] +2024-10-13 11:04:34,888 - Train: 66.68% [834200/1251000] [666.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000772] [CE 4.907 (4.594)] [KD 4.777 (4.607)] +2024-10-13 11:04:42,473 - Train: 66.69% [834250/1251000] [666.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.000772] [CE 4.355 (4.520)] [KD 4.350 (4.559)] +2024-10-13 11:04:50,148 - Train: 66.69% [834300/1251000] [666.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000772] [CE 4.579 (4.525)] [KD 4.608 (4.532)] +2024-10-13 11:04:57,629 - Train: 66.69% [834350/1251000] [666.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000771] [CE 4.446 (4.544)] [KD 4.641 (4.543)] +2024-10-13 11:05:05,224 - Train: 66.70% [834400/1251000] [667.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000771] [CE 5.006 (4.615)] [KD 4.678 (4.565)] +2024-10-13 11:05:13,347 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 34848] [top5_cnt 44638] [top_all 50000] +2024-10-13 11:05:13,347 - net: 69.696 (89.276) +2024-10-13 11:05:19,146 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 36626] [top5_cnt 45609] [top_all 50000] +2024-10-13 11:05:19,147 - net_E: 73.252 (91.218) +2024-10-13 11:05:19,308 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.274 (epoch: 664)] +2024-10-13 11:05:19,309 - ==> Total time: 1 day, 13:18:10 Eta: 18:37:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 11:05:27,179 - Train: 66.70% [834450/1251000] [667.0/1000.0] [batch_t 0.144 (0.166)] [data_t 0.004] [optim_t 0.140] [lr 0.000771] [CE 4.341 (4.474)] [KD 4.360 (4.515)] +2024-10-13 11:05:34,975 - Train: 66.71% [834500/1251000] [667.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000771] [CE 4.466 (4.518)] [KD 4.694 (4.543)] +2024-10-13 11:05:42,495 - Train: 66.71% [834550/1251000] [667.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.000771] [CE 4.558 (4.514)] [KD 4.598 (4.537)] +2024-10-13 11:05:49,988 - Train: 66.71% [834600/1251000] [667.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000771] [CE 4.818 (4.511)] [KD 4.820 (4.534)] +2024-10-13 11:05:57,374 - Train: 66.72% [834650/1251000] [667.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000770] [CE 4.638 (4.549)] [KD 4.521 (4.526)] +2024-10-13 11:06:04,812 - Train: 66.72% [834700/1251000] [667.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.000770] [CE 4.985 (4.508)] [KD 4.648 (4.535)] +2024-10-13 11:06:12,545 - Train: 66.73% [834750/1251000] [667.3/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000770] [CE 4.486 (4.501)] [KD 4.591 (4.490)] +2024-10-13 11:06:19,907 - Train: 66.73% [834800/1251000] [667.3/1000.0] [batch_t 0.144 (0.147)] [data_t 0.004] [optim_t 0.140] [lr 0.000770] [CE 4.652 (4.478)] [KD 4.591 (4.514)] +2024-10-13 11:06:27,634 - Train: 66.73% [834850/1251000] [667.3/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000770] [CE 4.358 (4.516)] [KD 4.407 (4.495)] +2024-10-13 11:06:35,174 - Train: 66.74% [834900/1251000] [667.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000770] [CE 4.713 (4.528)] [KD 5.104 (4.545)] +2024-10-13 11:06:42,733 - Train: 66.74% [834950/1251000] [667.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000769] [CE 4.844 (4.587)] [KD 4.432 (4.543)] +2024-10-13 11:06:50,296 - Train: 66.75% [835000/1251000] [667.5/1000.0] [batch_t 0.267 (0.151)] [data_t 0.005] [optim_t 0.262] [lr 0.000769] [CE 4.468 (4.545)] [KD 4.639 (4.531)] +2024-10-13 11:06:58,016 - Train: 66.75% [835050/1251000] [667.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.000769] [CE 4.356 (4.508)] [KD 4.297 (4.544)] +2024-10-13 11:07:05,540 - Train: 66.75% [835100/1251000] [667.5/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.000769] [CE 4.610 (4.559)] [KD 4.591 (4.549)] +2024-10-13 11:07:13,124 - Train: 66.76% [835150/1251000] [667.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000769] [CE 4.709 (4.529)] [KD 4.553 (4.534)] +2024-10-13 11:07:20,693 - Train: 66.76% [835200/1251000] [667.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000769] [CE 4.755 (4.422)] [KD 4.501 (4.461)] +2024-10-13 11:07:28,248 - Train: 66.77% [835250/1251000] [667.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000768] [CE 4.254 (4.525)] [KD 4.456 (4.529)] +2024-10-13 11:07:35,920 - Train: 66.77% [835300/1251000] [667.7/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.000768] [CE 5.168 (4.542)] [KD 4.866 (4.535)] +2024-10-13 11:07:43,568 - Train: 66.77% [835350/1251000] [667.7/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000768] [CE 4.501 (4.605)] [KD 4.689 (4.583)] +2024-10-13 11:07:51,008 - Train: 66.78% [835400/1251000] [667.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.000768] [CE 4.768 (4.490)] [KD 4.805 (4.567)] +2024-10-13 11:07:58,470 - Train: 66.78% [835450/1251000] [667.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.139] [lr 0.000768] [CE 4.163 (4.454)] [KD 4.298 (4.534)] +2024-10-13 11:08:06,208 - Train: 66.79% [835500/1251000] [667.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000768] [CE 4.297 (4.546)] [KD 4.584 (4.568)] +2024-10-13 11:08:13,851 - Train: 66.79% [835550/1251000] [667.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000768] [CE 3.922 (4.489)] [KD 4.407 (4.501)] +2024-10-13 11:08:21,444 - Train: 66.79% [835600/1251000] [667.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000767] [CE 4.348 (4.515)] [KD 4.398 (4.495)] +2024-10-13 11:08:29,066 - Train: 66.80% [835650/1251000] [668.0/1000.0] [batch_t 0.163 (0.152)] [data_t 0.005] [optim_t 0.158] [lr 0.000767] [CE 4.266 (4.463)] [KD 4.484 (4.484)] +2024-10-13 11:08:37,407 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 34602] [top5_cnt 44427] [top_all 50000] +2024-10-13 11:08:37,407 - net: 69.204 (88.854) +2024-10-13 11:08:43,269 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 36624] [top5_cnt 45625] [top_all 50000] +2024-10-13 11:08:43,269 - net_E: 73.248 (91.250) +2024-10-13 11:08:43,427 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.274 (epoch: 664)] +2024-10-13 11:08:43,427 - ==> Total time: 1 day, 13:21:34 Eta: 18:34:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 11:08:50,688 - Train: 66.80% [835700/1251000] [668.0/1000.0] [batch_t 0.149 (0.171)] [data_t 0.005] [optim_t 0.144] [lr 0.000767] [CE 4.564 (4.503)] [KD 4.802 (4.513)] +2024-10-13 11:08:58,250 - Train: 66.81% [835750/1251000] [668.1/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000767] [CE 4.369 (4.501)] [KD 4.310 (4.453)] +2024-10-13 11:09:05,882 - Train: 66.81% [835800/1251000] [668.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000767] [CE 4.478 (4.542)] [KD 4.390 (4.533)] +2024-10-13 11:09:13,359 - Train: 66.81% [835850/1251000] [668.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000767] [CE 3.893 (4.527)] [KD 4.099 (4.480)] +2024-10-13 11:09:20,973 - Train: 66.82% [835900/1251000] [668.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.000766] [CE 4.484 (4.511)] [KD 4.565 (4.516)] +2024-10-13 11:09:28,569 - Train: 66.82% [835950/1251000] [668.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000766] [CE 4.166 (4.558)] [KD 4.370 (4.539)] +2024-10-13 11:09:36,238 - Train: 66.83% [836000/1251000] [668.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000766] [CE 4.384 (4.464)] [KD 4.369 (4.538)] +2024-10-13 11:09:43,788 - Train: 66.83% [836050/1251000] [668.3/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.000766] [CE 4.703 (4.535)] [KD 4.635 (4.498)] +2024-10-13 11:09:51,377 - Train: 66.83% [836100/1251000] [668.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000766] [CE 4.445 (4.538)] [KD 4.449 (4.505)] +2024-10-13 11:09:59,067 - Train: 66.84% [836150/1251000] [668.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000766] [CE 4.476 (4.597)] [KD 4.357 (4.576)] +2024-10-13 11:10:06,531 - Train: 66.84% [836200/1251000] [668.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000765] [CE 4.357 (4.478)] [KD 4.521 (4.541)] +2024-10-13 11:10:14,146 - Train: 66.85% [836250/1251000] [668.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.000765] [CE 4.769 (4.582)] [KD 4.374 (4.560)] +2024-10-13 11:10:21,726 - Train: 66.85% [836300/1251000] [668.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000765] [CE 4.436 (4.549)] [KD 4.555 (4.519)] +2024-10-13 11:10:29,316 - Train: 66.85% [836350/1251000] [668.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000765] [CE 3.783 (4.515)] [KD 4.065 (4.576)] +2024-10-13 11:10:37,021 - Train: 66.86% [836400/1251000] [668.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000765] [CE 4.835 (4.523)] [KD 4.604 (4.582)] +2024-10-13 11:10:44,593 - Train: 66.86% [836450/1251000] [668.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000765] [CE 4.822 (4.538)] [KD 4.676 (4.506)] +2024-10-13 11:10:52,339 - Train: 66.87% [836500/1251000] [668.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000764] [CE 5.067 (4.526)] [KD 4.745 (4.558)] +2024-10-13 11:10:59,892 - Train: 66.87% [836550/1251000] [668.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000764] [CE 4.477 (4.498)] [KD 4.416 (4.557)] +2024-10-13 11:11:07,487 - Train: 66.87% [836600/1251000] [668.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000764] [CE 4.822 (4.515)] [KD 4.792 (4.539)] +2024-10-13 11:11:15,106 - Train: 66.88% [836650/1251000] [668.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000764] [CE 4.915 (4.543)] [KD 4.692 (4.541)] +2024-10-13 11:11:22,643 - Train: 66.88% [836700/1251000] [668.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000764] [CE 4.282 (4.499)] [KD 4.377 (4.512)] +2024-10-13 11:11:30,103 - Train: 66.89% [836750/1251000] [668.9/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.000764] [CE 4.331 (4.473)] [KD 4.335 (4.454)] +2024-10-13 11:11:37,736 - Train: 66.89% [836800/1251000] [668.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000763] [CE 4.596 (4.512)] [KD 4.541 (4.553)] +2024-10-13 11:11:45,239 - Train: 66.89% [836850/1251000] [668.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000763] [CE 4.474 (4.570)] [KD 4.456 (4.574)] +2024-10-13 11:11:52,758 - Train: 66.90% [836900/1251000] [669.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000763] [CE 4.940 (4.578)] [KD 4.677 (4.573)] +2024-10-13 11:12:01,132 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 34594] [top5_cnt 44596] [top_all 50000] +2024-10-13 11:12:01,132 - net: 69.188 (89.192) +2024-10-13 11:12:08,727 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.139)] [top1_cnt 36646] [top5_cnt 45630] [top_all 50000] +2024-10-13 11:12:08,727 - net_E: 73.292 (91.260) +2024-10-13 11:12:08,902 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.292 (epoch: 669)] +2024-10-13 11:12:08,902 - ==> Total time: 1 day, 13:24:59 Eta: 18:30:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 11:12:16,993 - Train: 66.90% [836950/1251000] [669.0/1000.0] [batch_t 0.150 (0.166)] [data_t 0.003] [optim_t 0.146] [lr 0.000763] [CE 4.958 (4.476)] [KD 4.913 (4.517)] +2024-10-13 11:12:24,583 - Train: 66.91% [837000/1251000] [669.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000763] [CE 4.442 (4.568)] [KD 4.305 (4.490)] +2024-10-13 11:12:32,244 - Train: 66.91% [837050/1251000] [669.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000763] [CE 4.120 (4.520)] [KD 4.499 (4.477)] +2024-10-13 11:12:39,808 - Train: 66.91% [837100/1251000] [669.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000763] [CE 4.039 (4.430)] [KD 4.364 (4.418)] +2024-10-13 11:12:47,370 - Train: 66.92% [837150/1251000] [669.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000762] [CE 4.802 (4.591)] [KD 4.436 (4.511)] +2024-10-13 11:12:54,962 - Train: 66.92% [837200/1251000] [669.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000762] [CE 4.805 (4.494)] [KD 4.481 (4.499)] +2024-10-13 11:13:02,748 - Train: 66.93% [837250/1251000] [669.3/1000.0] [batch_t 0.247 (0.156)] [data_t 0.005] [optim_t 0.242] [lr 0.000762] [CE 4.216 (4.525)] [KD 4.299 (4.554)] +2024-10-13 11:13:10,188 - Train: 66.93% [837300/1251000] [669.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000762] [CE 4.765 (4.544)] [KD 4.668 (4.552)] +2024-10-13 11:13:17,799 - Train: 66.93% [837350/1251000] [669.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000762] [CE 4.537 (4.414)] [KD 4.405 (4.522)] +2024-10-13 11:13:25,536 - Train: 66.94% [837400/1251000] [669.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000762] [CE 4.758 (4.562)] [KD 4.689 (4.595)] +2024-10-13 11:13:33,024 - Train: 66.94% [837450/1251000] [669.4/1000.0] [batch_t 0.153 (0.150)] [data_t 0.006] [optim_t 0.146] [lr 0.000761] [CE 4.118 (4.502)] [KD 4.484 (4.539)] +2024-10-13 11:13:40,508 - Train: 66.95% [837500/1251000] [669.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000761] [CE 4.988 (4.535)] [KD 4.697 (4.544)] +2024-10-13 11:13:48,344 - Train: 66.95% [837550/1251000] [669.5/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.000761] [CE 4.022 (4.555)] [KD 4.312 (4.546)] +2024-10-13 11:13:55,926 - Train: 66.95% [837600/1251000] [669.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.000761] [CE 4.686 (4.476)] [KD 4.907 (4.496)] +2024-10-13 11:14:03,495 - Train: 66.96% [837650/1251000] [669.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000761] [CE 3.948 (4.511)] [KD 4.274 (4.513)] +2024-10-13 11:14:11,181 - Train: 66.96% [837700/1251000] [669.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000761] [CE 4.585 (4.532)] [KD 4.403 (4.498)] +2024-10-13 11:14:18,751 - Train: 66.97% [837750/1251000] [669.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000760] [CE 3.971 (4.447)] [KD 4.013 (4.448)] +2024-10-13 11:14:26,234 - Train: 66.97% [837800/1251000] [669.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000760] [CE 4.770 (4.528)] [KD 4.648 (4.521)] +2024-10-13 11:14:33,726 - Train: 66.97% [837850/1251000] [669.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000760] [CE 4.515 (4.541)] [KD 4.640 (4.509)] +2024-10-13 11:14:41,100 - Train: 66.98% [837900/1251000] [669.8/1000.0] [batch_t 0.149 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.000760] [CE 3.898 (4.498)] [KD 4.127 (4.532)] +2024-10-13 11:14:48,893 - Train: 66.98% [837950/1251000] [669.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000760] [CE 4.119 (4.576)] [KD 4.026 (4.563)] +2024-10-13 11:14:56,479 - Train: 66.99% [838000/1251000] [669.9/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.000760] [CE 4.243 (4.592)] [KD 4.523 (4.575)] +2024-10-13 11:15:04,060 - Train: 66.99% [838050/1251000] [669.9/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000759] [CE 4.398 (4.488)] [KD 4.583 (4.547)] +2024-10-13 11:15:11,634 - Train: 66.99% [838100/1251000] [669.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000759] [CE 4.438 (4.574)] [KD 4.606 (4.559)] +2024-10-13 11:15:19,249 - Train: 67.00% [838150/1251000] [670.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000759] [CE 4.980 (4.459)] [KD 4.887 (4.491)] +2024-10-13 11:15:27,723 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.102)] [top1_cnt 34215] [top5_cnt 44223] [top_all 50000] +2024-10-13 11:15:27,723 - net: 68.430 (88.446) +2024-10-13 11:15:33,571 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 36642] [top5_cnt 45646] [top_all 50000] +2024-10-13 11:15:33,572 - net_E: 73.284 (91.292) +2024-10-13 11:15:33,714 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.292 (epoch: 669)] +2024-10-13 11:15:33,715 - ==> Total time: 1 day, 13:28:24 Eta: 18:27:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 11:15:40,188 - Train: 67.00% [838200/1251000] [670.0/1000.0] [batch_t 0.147 (0.164)] [data_t 0.005] [optim_t 0.142] [lr 0.000759] [CE 4.755 (4.574)] [KD 4.574 (4.558)] +2024-10-13 11:15:47,806 - Train: 67.01% [838250/1251000] [670.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000759] [CE 3.833 (4.479)] [KD 4.273 (4.468)] +2024-10-13 11:15:55,809 - Train: 67.01% [838300/1251000] [670.1/1000.0] [batch_t 0.152 (0.160)] [data_t 0.004] [optim_t 0.147] [lr 0.000759] [CE 4.225 (4.512)] [KD 4.349 (4.466)] +2024-10-13 11:16:03,356 - Train: 67.01% [838350/1251000] [670.1/1000.0] [batch_t 0.160 (0.151)] [data_t 0.004] [optim_t 0.155] [lr 0.000758] [CE 4.523 (4.523)] [KD 4.402 (4.463)] +2024-10-13 11:16:11,004 - Train: 67.02% [838400/1251000] [670.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000758] [CE 4.525 (4.588)] [KD 4.350 (4.532)] +2024-10-13 11:16:18,518 - Train: 67.02% [838450/1251000] [670.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000758] [CE 4.608 (4.467)] [KD 4.381 (4.483)] +2024-10-13 11:16:26,316 - Train: 67.03% [838500/1251000] [670.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000758] [CE 4.085 (4.557)] [KD 4.448 (4.536)] +2024-10-13 11:16:33,830 - Train: 67.03% [838550/1251000] [670.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000758] [CE 4.738 (4.552)] [KD 4.489 (4.491)] +2024-10-13 11:16:41,409 - Train: 67.03% [838600/1251000] [670.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000758] [CE 4.625 (4.610)] [KD 4.298 (4.554)] +2024-10-13 11:16:48,945 - Train: 67.04% [838650/1251000] [670.4/1000.0] [batch_t 0.165 (0.151)] [data_t 0.003] [optim_t 0.161] [lr 0.000758] [CE 4.422 (4.559)] [KD 4.608 (4.562)] +2024-10-13 11:16:56,563 - Train: 67.04% [838700/1251000] [670.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000757] [CE 4.617 (4.456)] [KD 4.563 (4.472)] +2024-10-13 11:17:04,362 - Train: 67.05% [838750/1251000] [670.5/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.000757] [CE 3.912 (4.542)] [KD 3.981 (4.542)] +2024-10-13 11:17:11,957 - Train: 67.05% [838800/1251000] [670.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000757] [CE 4.085 (4.460)] [KD 4.105 (4.472)] +2024-10-13 11:17:19,386 - Train: 67.05% [838850/1251000] [670.5/1000.0] [batch_t 0.156 (0.148)] [data_t 0.004] [optim_t 0.151] [lr 0.000757] [CE 4.581 (4.498)] [KD 4.511 (4.475)] +2024-10-13 11:17:26,922 - Train: 67.06% [838900/1251000] [670.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000757] [CE 4.280 (4.539)] [KD 4.256 (4.500)] +2024-10-13 11:17:34,586 - Train: 67.06% [838950/1251000] [670.6/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000757] [CE 4.691 (4.523)] [KD 4.698 (4.514)] +2024-10-13 11:17:42,019 - Train: 67.07% [839000/1251000] [670.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000756] [CE 4.445 (4.459)] [KD 4.646 (4.502)] +2024-10-13 11:17:49,450 - Train: 67.07% [839050/1251000] [670.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000756] [CE 4.369 (4.453)] [KD 4.637 (4.513)] +2024-10-13 11:17:56,991 - Train: 67.07% [839100/1251000] [670.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000756] [CE 5.033 (4.542)] [KD 4.754 (4.520)] +2024-10-13 11:18:04,793 - Train: 67.08% [839150/1251000] [670.8/1000.0] [batch_t 0.153 (0.156)] [data_t 0.006] [optim_t 0.147] [lr 0.000756] [CE 4.428 (4.429)] [KD 4.606 (4.514)] +2024-10-13 11:18:12,215 - Train: 67.08% [839200/1251000] [670.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000756] [CE 4.618 (4.553)] [KD 4.755 (4.576)] +2024-10-13 11:18:19,769 - Train: 67.09% [839250/1251000] [670.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.000756] [CE 4.508 (4.553)] [KD 4.608 (4.526)] +2024-10-13 11:18:27,213 - Train: 67.09% [839300/1251000] [670.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000755] [CE 4.261 (4.527)] [KD 4.488 (4.588)] +2024-10-13 11:18:35,042 - Train: 67.09% [839350/1251000] [670.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.006] [optim_t 0.143] [lr 0.000755] [CE 4.228 (4.527)] [KD 4.523 (4.603)] +2024-10-13 11:18:42,483 - Train: 67.10% [839400/1251000] [671.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000755] [CE 4.009 (4.490)] [KD 4.353 (4.505)] +2024-10-13 11:18:51,173 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 34140] [top5_cnt 44270] [top_all 50000] +2024-10-13 11:18:51,173 - net: 68.280 (88.540) +2024-10-13 11:18:57,037 - Test (net_E): 100.00% [50/50] [batch_t 0.027 (0.105)] [top1_cnt 36634] [top5_cnt 45651] [top_all 50000] +2024-10-13 11:18:57,037 - net_E: 73.268 (91.302) +2024-10-13 11:18:57,216 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.292 (epoch: 669)] +2024-10-13 11:18:57,216 - ==> Total time: 1 day, 13:31:48 Eta: 18:24:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 11:19:03,715 - Train: 67.10% [839450/1251000] [671.0/1000.0] [batch_t 0.150 (0.164)] [data_t 0.006] [optim_t 0.144] [lr 0.000755] [CE 4.191 (4.504)] [KD 4.301 (4.459)] +2024-10-13 11:19:11,362 - Train: 67.11% [839500/1251000] [671.1/1000.0] [batch_t 0.143 (0.153)] [data_t 0.005] [optim_t 0.139] [lr 0.000755] [CE 4.244 (4.511)] [KD 4.143 (4.455)] +2024-10-13 11:19:19,015 - Train: 67.11% [839550/1251000] [671.1/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.000755] [CE 4.682 (4.490)] [KD 4.639 (4.502)] +2024-10-13 11:19:26,652 - Train: 67.11% [839600/1251000] [671.1/1000.0] [batch_t 0.162 (0.153)] [data_t 0.003] [optim_t 0.159] [lr 0.000754] [CE 4.726 (4.494)] [KD 4.402 (4.434)] +2024-10-13 11:19:34,352 - Train: 67.12% [839650/1251000] [671.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000754] [CE 4.325 (4.464)] [KD 4.506 (4.455)] +2024-10-13 11:19:42,005 - Train: 67.12% [839700/1251000] [671.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000754] [CE 4.623 (4.528)] [KD 4.713 (4.535)] +2024-10-13 11:19:49,606 - Train: 67.13% [839750/1251000] [671.3/1000.0] [batch_t 0.309 (0.152)] [data_t 0.004] [optim_t 0.305] [lr 0.000754] [CE 4.842 (4.526)] [KD 4.673 (4.533)] +2024-10-13 11:19:57,240 - Train: 67.13% [839800/1251000] [671.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000754] [CE 4.067 (4.495)] [KD 4.352 (4.509)] +2024-10-13 11:20:04,860 - Train: 67.13% [839850/1251000] [671.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000754] [CE 4.455 (4.532)] [KD 4.530 (4.558)] +2024-10-13 11:20:12,404 - Train: 67.14% [839900/1251000] [671.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000754] [CE 4.803 (4.532)] [KD 4.402 (4.496)] +2024-10-13 11:20:20,118 - Train: 67.14% [839950/1251000] [671.4/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000753] [CE 4.653 (4.539)] [KD 4.422 (4.571)] +2024-10-13 11:20:27,564 - Train: 67.15% [840000/1251000] [671.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000753] [CE 4.519 (4.540)] [KD 4.502 (4.513)] +2024-10-13 11:20:35,196 - Train: 67.15% [840050/1251000] [671.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000753] [CE 4.193 (4.547)] [KD 4.268 (4.572)] +2024-10-13 11:20:42,718 - Train: 67.15% [840100/1251000] [671.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000753] [CE 4.905 (4.547)] [KD 4.614 (4.517)] +2024-10-13 11:20:50,327 - Train: 67.16% [840150/1251000] [671.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.000753] [CE 4.867 (4.584)] [KD 4.688 (4.550)] +2024-10-13 11:20:58,118 - Train: 67.16% [840200/1251000] [671.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.002] [optim_t 0.146] [lr 0.000753] [CE 4.525 (4.515)] [KD 4.678 (4.518)] +2024-10-13 11:21:05,597 - Train: 67.17% [840250/1251000] [671.7/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.139] [lr 0.000752] [CE 4.665 (4.489)] [KD 4.576 (4.532)] +2024-10-13 11:21:13,058 - Train: 67.17% [840300/1251000] [671.7/1000.0] [batch_t 0.153 (0.149)] [data_t 0.006] [optim_t 0.147] [lr 0.000752] [CE 4.277 (4.569)] [KD 4.475 (4.594)] +2024-10-13 11:21:20,749 - Train: 67.17% [840350/1251000] [671.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000752] [CE 4.125 (4.550)] [KD 4.357 (4.562)] +2024-10-13 11:21:28,352 - Train: 67.18% [840400/1251000] [671.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000752] [CE 4.490 (4.514)] [KD 4.341 (4.578)] +2024-10-13 11:21:36,108 - Train: 67.18% [840450/1251000] [671.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000752] [CE 4.022 (4.491)] [KD 4.326 (4.512)] +2024-10-13 11:21:43,728 - Train: 67.19% [840500/1251000] [671.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000752] [CE 4.738 (4.508)] [KD 4.961 (4.583)] +2024-10-13 11:21:51,168 - Train: 67.19% [840550/1251000] [671.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000751] [CE 4.608 (4.528)] [KD 4.692 (4.551)] +2024-10-13 11:21:58,832 - Train: 67.19% [840600/1251000] [671.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.000751] [CE 4.517 (4.577)] [KD 4.609 (4.575)] +2024-10-13 11:22:06,427 - Train: 67.20% [840650/1251000] [672.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000751] [CE 4.510 (4.565)] [KD 4.591 (4.530)] +2024-10-13 11:22:15,300 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34007] [top5_cnt 44054] [top_all 50000] +2024-10-13 11:22:15,300 - net: 68.014 (88.108) +2024-10-13 11:22:21,260 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 36605] [top5_cnt 45649] [top_all 50000] +2024-10-13 11:22:21,261 - net_E: 73.210 (91.298) +2024-10-13 11:22:21,404 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.292 (epoch: 669)] +2024-10-13 11:22:21,404 - ==> Total time: 1 day, 13:35:12 Eta: 18:20:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 11:22:27,916 - Train: 67.20% [840700/1251000] [672.0/1000.0] [batch_t 0.152 (0.170)] [data_t 0.005] [optim_t 0.147] [lr 0.000751] [CE 4.513 (4.502)] [KD 4.273 (4.488)] +2024-10-13 11:22:35,443 - Train: 67.21% [840750/1251000] [672.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000751] [CE 4.586 (4.529)] [KD 4.526 (4.476)] +2024-10-13 11:22:43,118 - Train: 67.21% [840800/1251000] [672.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000751] [CE 4.505 (4.538)] [KD 4.289 (4.543)] +2024-10-13 11:22:50,669 - Train: 67.21% [840850/1251000] [672.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.000750] [CE 4.401 (4.438)] [KD 4.533 (4.468)] +2024-10-13 11:22:58,220 - Train: 67.22% [840900/1251000] [672.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000750] [CE 4.125 (4.569)] [KD 4.213 (4.576)] +2024-10-13 11:23:05,592 - Train: 67.22% [840950/1251000] [672.2/1000.0] [batch_t 0.144 (0.147)] [data_t 0.005] [optim_t 0.140] [lr 0.000750] [CE 4.366 (4.477)] [KD 4.528 (4.530)] +2024-10-13 11:23:13,101 - Train: 67.23% [841000/1251000] [672.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000750] [CE 4.101 (4.485)] [KD 4.332 (4.479)] +2024-10-13 11:23:20,801 - Train: 67.23% [841050/1251000] [672.3/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.000750] [CE 4.839 (4.512)] [KD 4.610 (4.476)] +2024-10-13 11:23:28,205 - Train: 67.23% [841100/1251000] [672.3/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.000750] [CE 4.873 (4.505)] [KD 4.724 (4.425)] +2024-10-13 11:23:35,732 - Train: 67.24% [841150/1251000] [672.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000750] [CE 5.085 (4.584)] [KD 4.760 (4.511)] +2024-10-13 11:23:43,262 - Train: 67.24% [841200/1251000] [672.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000749] [CE 4.486 (4.427)] [KD 4.757 (4.423)] +2024-10-13 11:23:51,143 - Train: 67.25% [841250/1251000] [672.5/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.000749] [CE 4.892 (4.480)] [KD 4.375 (4.554)] +2024-10-13 11:23:58,571 - Train: 67.25% [841300/1251000] [672.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000749] [CE 4.594 (4.427)] [KD 4.693 (4.454)] +2024-10-13 11:24:06,195 - Train: 67.25% [841350/1251000] [672.5/1000.0] [batch_t 0.160 (0.152)] [data_t 0.004] [optim_t 0.156] [lr 0.000749] [CE 3.855 (4.430)] [KD 4.386 (4.506)] +2024-10-13 11:24:13,660 - Train: 67.26% [841400/1251000] [672.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.002] [optim_t 0.147] [lr 0.000749] [CE 4.482 (4.481)] [KD 4.843 (4.500)] +2024-10-13 11:24:21,460 - Train: 67.26% [841450/1251000] [672.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000749] [CE 4.793 (4.542)] [KD 4.561 (4.531)] +2024-10-13 11:24:29,018 - Train: 67.27% [841500/1251000] [672.7/1000.0] [batch_t 0.158 (0.151)] [data_t 0.005] [optim_t 0.154] [lr 0.000748] [CE 4.675 (4.544)] [KD 4.584 (4.520)] +2024-10-13 11:24:36,476 - Train: 67.27% [841550/1251000] [672.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000748] [CE 4.252 (4.505)] [KD 4.593 (4.547)] +2024-10-13 11:24:44,045 - Train: 67.27% [841600/1251000] [672.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000748] [CE 5.037 (4.478)] [KD 4.804 (4.457)] +2024-10-13 11:24:51,742 - Train: 67.28% [841650/1251000] [672.8/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000748] [CE 4.896 (4.476)] [KD 4.452 (4.470)] +2024-10-13 11:24:59,370 - Train: 67.28% [841700/1251000] [672.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000748] [CE 4.428 (4.521)] [KD 4.250 (4.473)] +2024-10-13 11:25:07,118 - Train: 67.29% [841750/1251000] [672.9/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000748] [CE 4.440 (4.495)] [KD 4.529 (4.470)] +2024-10-13 11:25:14,627 - Train: 67.29% [841800/1251000] [672.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.146] [lr 0.000747] [CE 4.093 (4.592)] [KD 4.083 (4.565)] +2024-10-13 11:25:22,090 - Train: 67.29% [841850/1251000] [672.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.000747] [CE 4.106 (4.548)] [KD 4.314 (4.517)] +2024-10-13 11:25:29,749 - Train: 67.30% [841900/1251000] [673.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000747] [CE 4.574 (4.506)] [KD 4.514 (4.490)] +2024-10-13 11:25:38,985 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.110)] [top1_cnt 34371] [top5_cnt 44357] [top_all 50000] +2024-10-13 11:25:38,985 - net: 68.742 (88.714) +2024-10-13 11:25:44,845 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 36638] [top5_cnt 45647] [top_all 50000] +2024-10-13 11:25:44,846 - net_E: 73.276 (91.294) +2024-10-13 11:25:44,996 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.292 (epoch: 669)] +2024-10-13 11:25:44,996 - ==> Total time: 1 day, 13:38:36 Eta: 18:17:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 11:25:51,233 - Train: 67.30% [841950/1251000] [673.0/1000.0] [batch_t 0.150 (0.162)] [data_t 0.005] [optim_t 0.145] [lr 0.000747] [CE 4.108 (4.558)] [KD 4.046 (4.574)] +2024-10-13 11:25:58,938 - Train: 67.31% [842000/1251000] [673.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.007] [optim_t 0.146] [lr 0.000747] [CE 4.522 (4.455)] [KD 4.100 (4.447)] +2024-10-13 11:26:06,652 - Train: 67.31% [842050/1251000] [673.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.000747] [CE 4.450 (4.597)] [KD 4.551 (4.518)] +2024-10-13 11:26:14,533 - Train: 67.31% [842100/1251000] [673.1/1000.0] [batch_t 0.155 (0.158)] [data_t 0.008] [optim_t 0.148] [lr 0.000746] [CE 4.734 (4.561)] [KD 4.541 (4.511)] +2024-10-13 11:26:22,126 - Train: 67.32% [842150/1251000] [673.2/1000.0] [batch_t 0.145 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.000746] [CE 4.392 (4.490)] [KD 4.318 (4.465)] +2024-10-13 11:26:29,585 - Train: 67.32% [842200/1251000] [673.2/1000.0] [batch_t 0.155 (0.149)] [data_t 0.006] [optim_t 0.149] [lr 0.000746] [CE 4.848 (4.530)] [KD 4.651 (4.483)] +2024-10-13 11:26:37,115 - Train: 67.33% [842250/1251000] [673.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000746] [CE 4.538 (4.474)] [KD 4.534 (4.464)] +2024-10-13 11:26:44,848 - Train: 67.33% [842300/1251000] [673.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.006] [optim_t 0.144] [lr 0.000746] [CE 4.660 (4.567)] [KD 4.434 (4.541)] +2024-10-13 11:26:52,366 - Train: 67.33% [842350/1251000] [673.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000746] [CE 4.237 (4.566)] [KD 4.512 (4.562)] +2024-10-13 11:26:59,819 - Train: 67.34% [842400/1251000] [673.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000746] [CE 4.069 (4.531)] [KD 4.416 (4.499)] +2024-10-13 11:27:07,388 - Train: 67.34% [842450/1251000] [673.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.007] [optim_t 0.142] [lr 0.000745] [CE 4.714 (4.500)] [KD 4.346 (4.477)] +2024-10-13 11:27:15,200 - Train: 67.35% [842500/1251000] [673.5/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000745] [CE 4.392 (4.533)] [KD 4.390 (4.471)] +2024-10-13 11:27:22,827 - Train: 67.35% [842550/1251000] [673.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000745] [CE 4.007 (4.456)] [KD 3.870 (4.428)] +2024-10-13 11:27:30,359 - Train: 67.35% [842600/1251000] [673.5/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.000745] [CE 4.414 (4.467)] [KD 4.455 (4.478)] +2024-10-13 11:27:37,753 - Train: 67.36% [842650/1251000] [673.6/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.000745] [CE 4.761 (4.534)] [KD 4.448 (4.484)] +2024-10-13 11:27:45,209 - Train: 67.36% [842700/1251000] [673.6/1000.0] [batch_t 0.160 (0.149)] [data_t 0.006] [optim_t 0.154] [lr 0.000745] [CE 4.486 (4.587)] [KD 4.367 (4.577)] +2024-10-13 11:27:53,012 - Train: 67.37% [842750/1251000] [673.7/1000.0] [batch_t 0.158 (0.156)] [data_t 0.003] [optim_t 0.155] [lr 0.000744] [CE 5.267 (4.525)] [KD 5.095 (4.525)] +2024-10-13 11:28:00,579 - Train: 67.37% [842800/1251000] [673.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000744] [CE 4.753 (4.522)] [KD 4.615 (4.583)] +2024-10-13 11:28:08,278 - Train: 67.37% [842850/1251000] [673.7/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000744] [CE 4.607 (4.452)] [KD 4.608 (4.439)] +2024-10-13 11:28:15,962 - Train: 67.38% [842900/1251000] [673.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000744] [CE 3.957 (4.509)] [KD 4.127 (4.515)] +2024-10-13 11:28:23,821 - Train: 67.38% [842950/1251000] [673.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000744] [CE 4.729 (4.558)] [KD 4.521 (4.532)] +2024-10-13 11:28:31,374 - Train: 67.39% [843000/1251000] [673.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000744] [CE 5.026 (4.549)] [KD 4.794 (4.526)] +2024-10-13 11:28:39,001 - Train: 67.39% [843050/1251000] [673.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.007] [optim_t 0.143] [lr 0.000743] [CE 4.796 (4.523)] [KD 4.709 (4.510)] +2024-10-13 11:28:46,787 - Train: 67.39% [843100/1251000] [673.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000743] [CE 4.204 (4.539)] [KD 4.511 (4.578)] +2024-10-13 11:28:54,367 - Train: 67.40% [843150/1251000] [674.0/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000743] [CE 5.071 (4.490)] [KD 4.895 (4.483)] +2024-10-13 11:29:03,845 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 34328] [top5_cnt 44363] [top_all 50000] +2024-10-13 11:29:03,845 - net: 68.656 (88.726) +2024-10-13 11:29:09,930 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 36661] [top5_cnt 45640] [top_all 50000] +2024-10-13 11:29:09,931 - net_E: 73.322 (91.280) +2024-10-13 11:29:10,085 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.322 (epoch: 674)] +2024-10-13 11:29:10,085 - ==> Total time: 1 day, 13:42:01 Eta: 18:14:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 11:29:16,915 - Train: 67.40% [843200/1251000] [674.0/1000.0] [batch_t 0.157 (0.163)] [data_t 0.009] [optim_t 0.148] [lr 0.000743] [CE 4.302 (4.504)] [KD 4.163 (4.512)] +2024-10-13 11:29:24,443 - Train: 67.41% [843250/1251000] [674.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000743] [CE 4.730 (4.536)] [KD 4.507 (4.493)] +2024-10-13 11:29:32,321 - Train: 67.41% [843300/1251000] [674.1/1000.0] [batch_t 0.147 (0.157)] [data_t 0.006] [optim_t 0.141] [lr 0.000743] [CE 5.051 (4.525)] [KD 4.763 (4.509)] +2024-10-13 11:29:39,894 - Train: 67.41% [843350/1251000] [674.1/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000743] [CE 4.383 (4.534)] [KD 4.556 (4.479)] +2024-10-13 11:29:47,355 - Train: 67.42% [843400/1251000] [674.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000742] [CE 4.726 (4.557)] [KD 4.629 (4.560)] +2024-10-13 11:29:55,118 - Train: 67.42% [843450/1251000] [674.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000742] [CE 4.929 (4.439)] [KD 4.709 (4.512)] +2024-10-13 11:30:02,780 - Train: 67.43% [843500/1251000] [674.3/1000.0] [batch_t 0.159 (0.153)] [data_t 0.003] [optim_t 0.155] [lr 0.000742] [CE 4.465 (4.565)] [KD 4.244 (4.481)] +2024-10-13 11:30:10,333 - Train: 67.43% [843550/1251000] [674.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000742] [CE 4.763 (4.541)] [KD 4.640 (4.504)] +2024-10-13 11:30:18,295 - Train: 67.43% [843600/1251000] [674.3/1000.0] [batch_t 0.151 (0.159)] [data_t 0.006] [optim_t 0.145] [lr 0.000742] [CE 4.466 (4.520)] [KD 4.175 (4.540)] +2024-10-13 11:30:25,857 - Train: 67.44% [843650/1251000] [674.4/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000742] [CE 4.384 (4.457)] [KD 4.624 (4.460)] +2024-10-13 11:30:33,319 - Train: 67.44% [843700/1251000] [674.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000741] [CE 4.260 (4.483)] [KD 4.104 (4.447)] +2024-10-13 11:30:40,746 - Train: 67.45% [843750/1251000] [674.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000741] [CE 4.851 (4.549)] [KD 4.493 (4.505)] +2024-10-13 11:30:48,399 - Train: 67.45% [843800/1251000] [674.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000741] [CE 4.410 (4.451)] [KD 4.293 (4.419)] +2024-10-13 11:30:56,156 - Train: 67.45% [843850/1251000] [674.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.000741] [CE 4.442 (4.565)] [KD 4.489 (4.461)] +2024-10-13 11:31:03,842 - Train: 67.46% [843900/1251000] [674.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000741] [CE 4.511 (4.532)] [KD 4.638 (4.520)] +2024-10-13 11:31:11,281 - Train: 67.46% [843950/1251000] [674.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000741] [CE 4.809 (4.564)] [KD 4.660 (4.567)] +2024-10-13 11:31:18,842 - Train: 67.47% [844000/1251000] [674.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000740] [CE 4.089 (4.573)] [KD 4.427 (4.529)] +2024-10-13 11:31:26,347 - Train: 67.47% [844050/1251000] [674.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.000740] [CE 4.197 (4.610)] [KD 4.578 (4.573)] +2024-10-13 11:31:34,085 - Train: 67.47% [844100/1251000] [674.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000740] [CE 4.870 (4.607)] [KD 4.764 (4.570)] +2024-10-13 11:31:41,873 - Train: 67.48% [844150/1251000] [674.8/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.000740] [CE 4.762 (4.461)] [KD 4.690 (4.496)] +2024-10-13 11:31:49,405 - Train: 67.48% [844200/1251000] [674.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000740] [CE 4.555 (4.528)] [KD 4.800 (4.501)] +2024-10-13 11:31:56,865 - Train: 67.49% [844250/1251000] [674.9/1000.0] [batch_t 0.162 (0.149)] [data_t 0.003] [optim_t 0.159] [lr 0.000740] [CE 4.734 (4.434)] [KD 4.483 (4.433)] +2024-10-13 11:32:04,423 - Train: 67.49% [844300/1251000] [674.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000739] [CE 4.854 (4.575)] [KD 4.495 (4.523)] +2024-10-13 11:32:11,967 - Train: 67.49% [844350/1251000] [674.9/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000739] [CE 4.234 (4.516)] [KD 4.265 (4.461)] +2024-10-13 11:32:19,477 - Train: 67.50% [844400/1251000] [675.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000739] [CE 4.802 (4.567)] [KD 4.376 (4.517)] +2024-10-13 11:32:29,210 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 34690] [top5_cnt 44497] [top_all 50000] +2024-10-13 11:32:29,210 - net: 69.380 (88.994) +2024-10-13 11:32:34,992 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 36638] [top5_cnt 45636] [top_all 50000] +2024-10-13 11:32:34,992 - net_E: 73.276 (91.272) +2024-10-13 11:32:35,151 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.322 (epoch: 674)] +2024-10-13 11:32:35,152 - ==> Total time: 1 day, 13:45:26 Eta: 18:10:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 11:32:41,836 - Train: 67.50% [844450/1251000] [675.0/1000.0] [batch_t 0.148 (0.162)] [data_t 0.005] [optim_t 0.143] [lr 0.000739] [CE 4.555 (4.504)] [KD 4.527 (4.501)] +2024-10-13 11:32:49,557 - Train: 67.51% [844500/1251000] [675.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.000739] [CE 3.696 (4.550)] [KD 4.153 (4.482)] +2024-10-13 11:32:57,155 - Train: 67.51% [844550/1251000] [675.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000739] [CE 5.042 (4.526)] [KD 4.540 (4.483)] +2024-10-13 11:33:04,753 - Train: 67.51% [844600/1251000] [675.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000739] [CE 5.027 (4.555)] [KD 4.681 (4.530)] +2024-10-13 11:33:12,245 - Train: 67.52% [844650/1251000] [675.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000738] [CE 4.887 (4.561)] [KD 4.791 (4.536)] +2024-10-13 11:33:19,798 - Train: 67.52% [844700/1251000] [675.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000738] [CE 4.031 (4.453)] [KD 4.001 (4.448)] +2024-10-13 11:33:27,573 - Train: 67.53% [844750/1251000] [675.3/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.000738] [CE 4.083 (4.514)] [KD 4.088 (4.484)] +2024-10-13 11:33:35,381 - Train: 67.53% [844800/1251000] [675.3/1000.0] [batch_t 0.145 (0.156)] [data_t 0.005] [optim_t 0.140] [lr 0.000738] [CE 4.119 (4.487)] [KD 4.291 (4.436)] +2024-10-13 11:33:42,978 - Train: 67.53% [844850/1251000] [675.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.000738] [CE 4.769 (4.608)] [KD 4.896 (4.513)] +2024-10-13 11:33:50,644 - Train: 67.54% [844900/1251000] [675.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000738] [CE 4.316 (4.517)] [KD 4.231 (4.374)] +2024-10-13 11:33:58,206 - Train: 67.54% [844950/1251000] [675.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000737] [CE 4.116 (4.578)] [KD 4.122 (4.542)] +2024-10-13 11:34:05,671 - Train: 67.55% [845000/1251000] [675.5/1000.0] [batch_t 0.155 (0.149)] [data_t 0.003] [optim_t 0.152] [lr 0.000737] [CE 4.788 (4.534)] [KD 4.576 (4.480)] +2024-10-13 11:34:13,122 - Train: 67.55% [845050/1251000] [675.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000737] [CE 4.457 (4.540)] [KD 4.049 (4.505)] +2024-10-13 11:34:20,505 - Train: 67.55% [845100/1251000] [675.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000737] [CE 4.940 (4.544)] [KD 4.826 (4.560)] +2024-10-13 11:34:28,090 - Train: 67.56% [845150/1251000] [675.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.000737] [CE 4.413 (4.461)] [KD 4.531 (4.487)] +2024-10-13 11:34:36,129 - Train: 67.56% [845200/1251000] [675.6/1000.0] [batch_t 0.146 (0.161)] [data_t 0.006] [optim_t 0.140] [lr 0.000737] [CE 5.064 (4.520)] [KD 4.524 (4.483)] +2024-10-13 11:34:43,511 - Train: 67.57% [845250/1251000] [675.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000736] [CE 4.373 (4.587)] [KD 4.436 (4.502)] +2024-10-13 11:34:51,055 - Train: 67.57% [845300/1251000] [675.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000736] [CE 4.108 (4.508)] [KD 4.116 (4.532)] +2024-10-13 11:34:58,600 - Train: 67.57% [845350/1251000] [675.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000736] [CE 4.969 (4.574)] [KD 4.684 (4.573)] +2024-10-13 11:35:06,134 - Train: 67.58% [845400/1251000] [675.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000736] [CE 4.678 (4.499)] [KD 4.496 (4.524)] +2024-10-13 11:35:13,543 - Train: 67.58% [845450/1251000] [675.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000736] [CE 4.683 (4.534)] [KD 4.624 (4.564)] +2024-10-13 11:35:21,046 - Train: 67.59% [845500/1251000] [675.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.000736] [CE 4.885 (4.526)] [KD 4.465 (4.523)] +2024-10-13 11:35:28,428 - Train: 67.59% [845550/1251000] [675.9/1000.0] [batch_t 0.150 (0.147)] [data_t 0.004] [optim_t 0.146] [lr 0.000736] [CE 4.507 (4.442)] [KD 4.457 (4.459)] +2024-10-13 11:35:36,181 - Train: 67.59% [845600/1251000] [675.9/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000735] [CE 4.936 (4.528)] [KD 4.533 (4.501)] +2024-10-13 11:35:43,730 - Train: 67.60% [845650/1251000] [676.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000735] [CE 4.658 (4.493)] [KD 4.700 (4.481)] +2024-10-13 11:35:53,256 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 34234] [top5_cnt 44260] [top_all 50000] +2024-10-13 11:35:53,257 - net: 68.468 (88.520) +2024-10-13 11:35:59,037 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.101)] [top1_cnt 36613] [top5_cnt 45640] [top_all 50000] +2024-10-13 11:35:59,037 - net_E: 73.226 (91.280) +2024-10-13 11:35:59,192 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.322 (epoch: 674)] +2024-10-13 11:35:59,192 - ==> Total time: 1 day, 13:48:50 Eta: 18:07:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 11:36:04,920 - Train: 67.60% [845700/1251000] [676.0/1000.0] [batch_t 0.153 (0.168)] [data_t 0.004] [optim_t 0.149] [lr 0.000735] [CE 3.997 (4.481)] [KD 4.291 (4.428)] +2024-10-13 11:36:12,644 - Train: 67.61% [845750/1251000] [676.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000735] [CE 4.170 (4.528)] [KD 4.160 (4.444)] +2024-10-13 11:36:20,202 - Train: 67.61% [845800/1251000] [676.1/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.000735] [CE 4.993 (4.456)] [KD 4.955 (4.436)] +2024-10-13 11:36:27,735 - Train: 67.61% [845850/1251000] [676.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000735] [CE 4.199 (4.526)] [KD 4.049 (4.529)] +2024-10-13 11:36:35,216 - Train: 67.62% [845900/1251000] [676.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000734] [CE 4.737 (4.532)] [KD 4.650 (4.513)] +2024-10-13 11:36:42,738 - Train: 67.62% [845950/1251000] [676.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000734] [CE 4.366 (4.522)] [KD 4.257 (4.512)] +2024-10-13 11:36:50,413 - Train: 67.63% [846000/1251000] [676.3/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.139] [lr 0.000734] [CE 4.091 (4.472)] [KD 4.396 (4.482)] +2024-10-13 11:36:57,811 - Train: 67.63% [846050/1251000] [676.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.000734] [CE 4.609 (4.550)] [KD 4.420 (4.425)] +2024-10-13 11:37:05,380 - Train: 67.63% [846100/1251000] [676.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000734] [CE 4.242 (4.530)] [KD 4.088 (4.443)] +2024-10-13 11:37:12,895 - Train: 67.64% [846150/1251000] [676.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.000734] [CE 4.159 (4.436)] [KD 4.258 (4.417)] +2024-10-13 11:37:20,801 - Train: 67.64% [846200/1251000] [676.4/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.000733] [CE 4.165 (4.456)] [KD 4.258 (4.467)] +2024-10-13 11:37:28,193 - Train: 67.65% [846250/1251000] [676.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.000733] [CE 4.445 (4.509)] [KD 4.285 (4.444)] +2024-10-13 11:37:35,575 - Train: 67.65% [846300/1251000] [676.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000733] [CE 4.171 (4.532)] [KD 4.396 (4.530)] +2024-10-13 11:37:43,049 - Train: 67.65% [846350/1251000] [676.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000733] [CE 4.418 (4.572)] [KD 4.350 (4.526)] +2024-10-13 11:37:50,551 - Train: 67.66% [846400/1251000] [676.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000733] [CE 4.790 (4.547)] [KD 4.421 (4.484)] +2024-10-13 11:37:57,923 - Train: 67.66% [846450/1251000] [676.6/1000.0] [batch_t 0.144 (0.147)] [data_t 0.003] [optim_t 0.141] [lr 0.000733] [CE 4.620 (4.448)] [KD 4.605 (4.457)] +2024-10-13 11:38:05,547 - Train: 67.67% [846500/1251000] [676.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000733] [CE 4.395 (4.572)] [KD 4.428 (4.545)] +2024-10-13 11:38:13,078 - Train: 67.67% [846550/1251000] [676.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000732] [CE 4.009 (4.516)] [KD 4.076 (4.422)] +2024-10-13 11:38:20,723 - Train: 67.67% [846600/1251000] [676.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000732] [CE 4.614 (4.620)] [KD 4.498 (4.542)] +2024-10-13 11:38:28,190 - Train: 67.68% [846650/1251000] [676.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000732] [CE 4.240 (4.508)] [KD 4.346 (4.498)] +2024-10-13 11:38:35,587 - Train: 67.68% [846700/1251000] [676.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000732] [CE 4.605 (4.497)] [KD 4.583 (4.516)] +2024-10-13 11:38:43,195 - Train: 67.69% [846750/1251000] [676.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000732] [CE 4.409 (4.503)] [KD 4.524 (4.489)] +2024-10-13 11:38:50,693 - Train: 67.69% [846800/1251000] [676.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000732] [CE 4.605 (4.527)] [KD 4.557 (4.492)] +2024-10-13 11:38:58,189 - Train: 67.69% [846850/1251000] [676.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000731] [CE 4.513 (4.529)] [KD 4.440 (4.508)] +2024-10-13 11:39:05,584 - Train: 67.70% [846900/1251000] [677.0/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000731] [CE 4.026 (4.548)] [KD 4.516 (4.516)] +2024-10-13 11:39:15,115 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 34541] [top5_cnt 44441] [top_all 50000] +2024-10-13 11:39:15,116 - net: 69.082 (88.882) +2024-10-13 11:39:20,994 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 36596] [top5_cnt 45640] [top_all 50000] +2024-10-13 11:39:20,994 - net_E: 73.192 (91.280) +2024-10-13 11:39:21,171 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.322 (epoch: 674)] +2024-10-13 11:39:21,172 - ==> Total time: 1 day, 13:52:12 Eta: 18:04:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 11:39:26,936 - Train: 67.70% [846950/1251000] [677.0/1000.0] [batch_t 0.146 (0.174)] [data_t 0.007] [optim_t 0.139] [lr 0.000731] [CE 4.336 (4.428)] [KD 4.249 (4.369)] +2024-10-13 11:39:34,590 - Train: 67.71% [847000/1251000] [677.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000731] [CE 4.450 (4.518)] [KD 4.408 (4.500)] +2024-10-13 11:39:42,266 - Train: 67.71% [847050/1251000] [677.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000731] [CE 4.614 (4.527)] [KD 4.347 (4.483)] +2024-10-13 11:39:49,799 - Train: 67.71% [847100/1251000] [677.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000731] [CE 4.120 (4.523)] [KD 4.537 (4.472)] +2024-10-13 11:39:57,352 - Train: 67.72% [847150/1251000] [677.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000730] [CE 4.334 (4.479)] [KD 4.269 (4.475)] +2024-10-13 11:40:04,750 - Train: 67.72% [847200/1251000] [677.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.006] [optim_t 0.139] [lr 0.000730] [CE 4.674 (4.512)] [KD 4.438 (4.445)] +2024-10-13 11:40:12,332 - Train: 67.73% [847250/1251000] [677.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000730] [CE 4.721 (4.520)] [KD 4.730 (4.454)] +2024-10-13 11:40:19,816 - Train: 67.73% [847300/1251000] [677.3/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000730] [CE 4.200 (4.416)] [KD 4.251 (4.446)] +2024-10-13 11:40:27,321 - Train: 67.73% [847350/1251000] [677.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000730] [CE 4.625 (4.552)] [KD 4.747 (4.479)] +2024-10-13 11:40:34,829 - Train: 67.74% [847400/1251000] [677.4/1000.0] [batch_t 0.156 (0.150)] [data_t 0.007] [optim_t 0.149] [lr 0.000730] [CE 4.541 (4.474)] [KD 4.557 (4.496)] +2024-10-13 11:40:42,210 - Train: 67.74% [847450/1251000] [677.4/1000.0] [batch_t 0.144 (0.147)] [data_t 0.005] [optim_t 0.139] [lr 0.000729] [CE 4.915 (4.501)] [KD 4.746 (4.484)] +2024-10-13 11:40:49,843 - Train: 67.75% [847500/1251000] [677.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000729] [CE 4.071 (4.459)] [KD 4.211 (4.423)] +2024-10-13 11:40:57,323 - Train: 67.75% [847550/1251000] [677.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000729] [CE 4.331 (4.550)] [KD 4.272 (4.477)] +2024-10-13 11:41:04,924 - Train: 67.75% [847600/1251000] [677.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000729] [CE 4.183 (4.471)] [KD 4.279 (4.441)] +2024-10-13 11:41:12,540 - Train: 67.76% [847650/1251000] [677.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000729] [CE 4.475 (4.556)] [KD 4.387 (4.519)] +2024-10-13 11:41:20,041 - Train: 67.76% [847700/1251000] [677.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000729] [CE 4.962 (4.491)] [KD 4.665 (4.451)] +2024-10-13 11:41:27,476 - Train: 67.77% [847750/1251000] [677.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000729] [CE 4.511 (4.547)] [KD 4.325 (4.514)] +2024-10-13 11:41:34,981 - Train: 67.77% [847800/1251000] [677.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.007] [optim_t 0.142] [lr 0.000728] [CE 4.159 (4.533)] [KD 4.275 (4.493)] +2024-10-13 11:41:42,460 - Train: 67.77% [847850/1251000] [677.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000728] [CE 4.304 (4.483)] [KD 4.430 (4.479)] +2024-10-13 11:41:50,095 - Train: 67.78% [847900/1251000] [677.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.000728] [CE 4.849 (4.511)] [KD 4.462 (4.516)] +2024-10-13 11:41:57,592 - Train: 67.78% [847950/1251000] [677.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000728] [CE 4.729 (4.562)] [KD 4.738 (4.537)] +2024-10-13 11:42:05,097 - Train: 67.79% [848000/1251000] [677.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000728] [CE 4.900 (4.560)] [KD 4.697 (4.563)] +2024-10-13 11:42:12,622 - Train: 67.79% [848050/1251000] [677.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000728] [CE 4.742 (4.495)] [KD 4.905 (4.493)] +2024-10-13 11:42:20,148 - Train: 67.79% [848100/1251000] [677.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000727] [CE 4.764 (4.503)] [KD 4.541 (4.475)] +2024-10-13 11:42:27,711 - Train: 67.80% [848150/1251000] [678.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000727] [CE 4.126 (4.492)] [KD 4.457 (4.454)] +2024-10-13 11:42:37,643 - Test (net): 100.00% [50/50] [batch_t 0.230 (0.107)] [top1_cnt 34599] [top5_cnt 44478] [top_all 50000] +2024-10-13 11:42:37,644 - net: 69.198 (88.956) +2024-10-13 11:42:43,414 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.103)] [top1_cnt 36640] [top5_cnt 45654] [top_all 50000] +2024-10-13 11:42:43,414 - net_E: 73.280 (91.308) +2024-10-13 11:42:43,572 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.322 (epoch: 674)] +2024-10-13 11:42:43,572 - ==> Total time: 1 day, 13:55:34 Eta: 18:00:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 11:42:48,793 - Train: 67.80% [848200/1251000] [678.0/1000.0] [batch_t 0.149 (0.163)] [data_t 0.005] [optim_t 0.145] [lr 0.000727] [CE 4.531 (4.475)] [KD 4.218 (4.375)] +2024-10-13 11:42:56,324 - Train: 67.81% [848250/1251000] [678.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000727] [CE 4.169 (4.449)] [KD 4.175 (4.400)] +2024-10-13 11:43:03,988 - Train: 67.81% [848300/1251000] [678.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000727] [CE 4.665 (4.521)] [KD 4.710 (4.462)] +2024-10-13 11:43:11,582 - Train: 67.81% [848350/1251000] [678.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000727] [CE 4.806 (4.627)] [KD 4.510 (4.482)] +2024-10-13 11:43:19,083 - Train: 67.82% [848400/1251000] [678.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000726] [CE 4.521 (4.465)] [KD 4.248 (4.414)] +2024-10-13 11:43:26,743 - Train: 67.82% [848450/1251000] [678.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000726] [CE 4.970 (4.528)] [KD 4.928 (4.519)] +2024-10-13 11:43:34,427 - Train: 67.83% [848500/1251000] [678.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.000726] [CE 4.321 (4.474)] [KD 4.246 (4.500)] +2024-10-13 11:43:42,236 - Train: 67.83% [848550/1251000] [678.3/1000.0] [batch_t 0.155 (0.156)] [data_t 0.003] [optim_t 0.152] [lr 0.000726] [CE 4.240 (4.446)] [KD 4.219 (4.433)] +2024-10-13 11:43:49,843 - Train: 67.83% [848600/1251000] [678.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000726] [CE 4.389 (4.479)] [KD 4.226 (4.455)] +2024-10-13 11:43:57,442 - Train: 67.84% [848650/1251000] [678.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000726] [CE 4.844 (4.525)] [KD 4.664 (4.553)] +2024-10-13 11:44:04,928 - Train: 67.84% [848700/1251000] [678.4/1000.0] [batch_t 0.158 (0.150)] [data_t 0.005] [optim_t 0.153] [lr 0.000726] [CE 4.391 (4.476)] [KD 4.382 (4.515)] +2024-10-13 11:44:12,723 - Train: 67.85% [848750/1251000] [678.5/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.000725] [CE 4.660 (4.527)] [KD 4.628 (4.485)] +2024-10-13 11:44:20,178 - Train: 67.85% [848800/1251000] [678.5/1000.0] [batch_t 0.153 (0.149)] [data_t 0.003] [optim_t 0.150] [lr 0.000725] [CE 4.833 (4.528)] [KD 4.756 (4.465)] +2024-10-13 11:44:27,639 - Train: 67.85% [848850/1251000] [678.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000725] [CE 4.743 (4.536)] [KD 4.427 (4.499)] +2024-10-13 11:44:35,552 - Train: 67.86% [848900/1251000] [678.6/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.000725] [CE 4.820 (4.480)] [KD 4.541 (4.456)] +2024-10-13 11:44:43,130 - Train: 67.86% [848950/1251000] [678.6/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.000725] [CE 4.883 (4.516)] [KD 4.395 (4.460)] +2024-10-13 11:44:50,684 - Train: 67.87% [849000/1251000] [678.7/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.000725] [CE 4.267 (4.530)] [KD 4.153 (4.470)] +2024-10-13 11:44:58,441 - Train: 67.87% [849050/1251000] [678.7/1000.0] [batch_t 0.153 (0.155)] [data_t 0.006] [optim_t 0.147] [lr 0.000724] [CE 4.585 (4.523)] [KD 4.352 (4.493)] +2024-10-13 11:45:05,975 - Train: 67.87% [849100/1251000] [678.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000724] [CE 4.621 (4.486)] [KD 4.487 (4.503)] +2024-10-13 11:45:13,616 - Train: 67.88% [849150/1251000] [678.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.000724] [CE 4.408 (4.498)] [KD 4.597 (4.470)] +2024-10-13 11:45:21,227 - Train: 67.88% [849200/1251000] [678.8/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.000724] [CE 3.871 (4.505)] [KD 4.319 (4.465)] +2024-10-13 11:45:28,707 - Train: 67.89% [849250/1251000] [678.9/1000.0] [batch_t 0.158 (0.149)] [data_t 0.004] [optim_t 0.154] [lr 0.000724] [CE 4.494 (4.546)] [KD 4.384 (4.494)] +2024-10-13 11:45:36,435 - Train: 67.89% [849300/1251000] [678.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000724] [CE 4.200 (4.513)] [KD 4.206 (4.480)] +2024-10-13 11:45:44,124 - Train: 67.89% [849350/1251000] [678.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000723] [CE 5.006 (4.506)] [KD 4.557 (4.441)] +2024-10-13 11:45:51,566 - Train: 67.90% [849400/1251000] [679.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000723] [CE 4.449 (4.446)] [KD 4.587 (4.449)] +2024-10-13 11:46:01,926 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.109)] [top1_cnt 34479] [top5_cnt 44559] [top_all 50000] +2024-10-13 11:46:01,926 - net: 68.958 (89.118) +2024-10-13 11:46:07,956 - Test (net_E): 100.00% [50/50] [batch_t 0.110 (0.105)] [top1_cnt 36658] [top5_cnt 45646] [top_all 50000] +2024-10-13 11:46:07,956 - net_E: 73.316 (91.292) +2024-10-13 11:46:08,088 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.322 (epoch: 674)] +2024-10-13 11:46:08,088 - ==> Total time: 1 day, 13:58:59 Eta: 17:57:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 11:46:13,437 - Train: 67.90% [849450/1251000] [679.0/1000.0] [batch_t 0.146 (0.175)] [data_t 0.004] [optim_t 0.142] [lr 0.000723] [CE 4.682 (4.481)] [KD 4.608 (4.451)] +2024-10-13 11:46:20,960 - Train: 67.91% [849500/1251000] [679.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000723] [CE 4.525 (4.453)] [KD 4.556 (4.442)] +2024-10-13 11:46:28,337 - Train: 67.91% [849550/1251000] [679.1/1000.0] [batch_t 0.147 (0.147)] [data_t 0.003] [optim_t 0.144] [lr 0.000723] [CE 4.247 (4.436)] [KD 4.383 (4.428)] +2024-10-13 11:46:35,887 - Train: 67.91% [849600/1251000] [679.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000723] [CE 4.083 (4.487)] [KD 4.172 (4.449)] +2024-10-13 11:46:43,539 - Train: 67.92% [849650/1251000] [679.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000723] [CE 4.600 (4.499)] [KD 4.551 (4.454)] +2024-10-13 11:46:51,043 - Train: 67.92% [849700/1251000] [679.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000722] [CE 4.124 (4.457)] [KD 4.327 (4.436)] +2024-10-13 11:46:58,756 - Train: 67.93% [849750/1251000] [679.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.000722] [CE 4.807 (4.504)] [KD 4.845 (4.481)] +2024-10-13 11:47:06,179 - Train: 67.93% [849800/1251000] [679.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000722] [CE 4.377 (4.448)] [KD 4.253 (4.442)] +2024-10-13 11:47:13,788 - Train: 67.93% [849850/1251000] [679.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.007] [optim_t 0.143] [lr 0.000722] [CE 4.513 (4.533)] [KD 4.753 (4.432)] +2024-10-13 11:47:21,233 - Train: 67.94% [849900/1251000] [679.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000722] [CE 4.242 (4.514)] [KD 4.447 (4.464)] +2024-10-13 11:47:28,911 - Train: 67.94% [849950/1251000] [679.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000722] [CE 4.623 (4.600)] [KD 4.556 (4.553)] +2024-10-13 11:47:36,739 - Train: 67.95% [850000/1251000] [679.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000721] [CE 4.579 (4.479)] [KD 4.321 (4.428)] +2024-10-13 11:47:44,235 - Train: 67.95% [850050/1251000] [679.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000721] [CE 4.895 (4.524)] [KD 4.696 (4.545)] +2024-10-13 11:47:51,658 - Train: 67.95% [850100/1251000] [679.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000721] [CE 4.571 (4.539)] [KD 4.787 (4.514)] +2024-10-13 11:47:59,042 - Train: 67.96% [850150/1251000] [679.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000721] [CE 4.317 (4.578)] [KD 4.442 (4.497)] +2024-10-13 11:48:06,807 - Train: 67.96% [850200/1251000] [679.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000721] [CE 4.656 (4.534)] [KD 4.484 (4.477)] +2024-10-13 11:48:14,274 - Train: 67.97% [850250/1251000] [679.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000721] [CE 4.367 (4.530)] [KD 4.564 (4.451)] +2024-10-13 11:48:22,199 - Train: 67.97% [850300/1251000] [679.7/1000.0] [batch_t 0.240 (0.158)] [data_t 0.005] [optim_t 0.234] [lr 0.000720] [CE 4.805 (4.513)] [KD 4.290 (4.441)] +2024-10-13 11:48:29,699 - Train: 67.97% [850350/1251000] [679.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000720] [CE 4.207 (4.538)] [KD 4.112 (4.470)] +2024-10-13 11:48:37,143 - Train: 67.98% [850400/1251000] [679.8/1000.0] [batch_t 0.155 (0.149)] [data_t 0.003] [optim_t 0.152] [lr 0.000720] [CE 4.257 (4.448)] [KD 4.325 (4.421)] +2024-10-13 11:48:44,787 - Train: 67.98% [850450/1251000] [679.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000720] [CE 4.487 (4.553)] [KD 4.269 (4.476)] +2024-10-13 11:48:52,380 - Train: 67.99% [850500/1251000] [679.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000720] [CE 4.569 (4.512)] [KD 4.630 (4.495)] +2024-10-13 11:49:00,043 - Train: 67.99% [850550/1251000] [679.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.000720] [CE 4.882 (4.489)] [KD 4.707 (4.454)] +2024-10-13 11:49:07,887 - Train: 67.99% [850600/1251000] [679.9/1000.0] [batch_t 0.144 (0.157)] [data_t 0.003] [optim_t 0.141] [lr 0.000720] [CE 4.917 (4.542)] [KD 4.721 (4.505)] +2024-10-13 11:49:15,343 - Train: 68.00% [850650/1251000] [680.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000719] [CE 4.625 (4.532)] [KD 4.293 (4.519)] +2024-10-13 11:49:25,461 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 33518] [top5_cnt 43799] [top_all 50000] +2024-10-13 11:49:25,462 - net: 67.036 (87.598) +2024-10-13 11:49:31,321 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 36670] [top5_cnt 45648] [top_all 50000] +2024-10-13 11:49:31,322 - net_E: 73.340 (91.296) +2024-10-13 11:49:31,451 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.340 (epoch: 680)] +2024-10-13 11:49:31,452 - ==> Total time: 1 day, 14:02:22 Eta: 17:54:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 11:49:36,959 - Train: 68.00% [850700/1251000] [680.0/1000.0] [batch_t 0.148 (0.171)] [data_t 0.003] [optim_t 0.145] [lr 0.000719] [CE 5.038 (4.482)] [KD 4.899 (4.389)] +2024-10-13 11:49:44,554 - Train: 68.01% [850750/1251000] [680.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000719] [CE 4.689 (4.446)] [KD 4.621 (4.400)] +2024-10-13 11:49:52,150 - Train: 68.01% [850800/1251000] [680.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000719] [CE 4.565 (4.520)] [KD 4.976 (4.490)] +2024-10-13 11:49:59,749 - Train: 68.01% [850850/1251000] [680.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000719] [CE 4.511 (4.478)] [KD 4.497 (4.480)] +2024-10-13 11:50:07,484 - Train: 68.02% [850900/1251000] [680.2/1000.0] [batch_t 0.158 (0.155)] [data_t 0.003] [optim_t 0.155] [lr 0.000719] [CE 4.295 (4.504)] [KD 4.359 (4.469)] +2024-10-13 11:50:15,055 - Train: 68.02% [850950/1251000] [680.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000718] [CE 4.351 (4.484)] [KD 4.594 (4.463)] +2024-10-13 11:50:22,581 - Train: 68.03% [851000/1251000] [680.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000718] [CE 4.615 (4.424)] [KD 4.491 (4.394)] +2024-10-13 11:50:29,938 - Train: 68.03% [851050/1251000] [680.3/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.000718] [CE 4.363 (4.488)] [KD 4.349 (4.471)] +2024-10-13 11:50:37,445 - Train: 68.03% [851100/1251000] [680.3/1000.0] [batch_t 0.280 (0.150)] [data_t 0.003] [optim_t 0.277] [lr 0.000718] [CE 4.123 (4.522)] [KD 4.023 (4.502)] +2024-10-13 11:50:44,812 - Train: 68.04% [851150/1251000] [680.4/1000.0] [batch_t 0.150 (0.147)] [data_t 0.003] [optim_t 0.147] [lr 0.000718] [CE 4.587 (4.523)] [KD 4.705 (4.489)] +2024-10-13 11:50:52,463 - Train: 68.04% [851200/1251000] [680.4/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.000718] [CE 4.422 (4.465)] [KD 4.502 (4.490)] +2024-10-13 11:51:00,132 - Train: 68.05% [851250/1251000] [680.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000718] [CE 4.409 (4.522)] [KD 4.189 (4.519)] +2024-10-13 11:51:07,693 - Train: 68.05% [851300/1251000] [680.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000717] [CE 4.453 (4.473)] [KD 4.540 (4.439)] +2024-10-13 11:51:15,352 - Train: 68.05% [851350/1251000] [680.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.007] [optim_t 0.139] [lr 0.000717] [CE 4.323 (4.489)] [KD 4.453 (4.454)] +2024-10-13 11:51:22,747 - Train: 68.06% [851400/1251000] [680.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000717] [CE 3.759 (4.413)] [KD 4.098 (4.428)] +2024-10-13 11:51:30,151 - Train: 68.06% [851450/1251000] [680.6/1000.0] [batch_t 0.151 (0.148)] [data_t 0.008] [optim_t 0.143] [lr 0.000717] [CE 4.654 (4.487)] [KD 4.501 (4.466)] +2024-10-13 11:51:37,913 - Train: 68.07% [851500/1251000] [680.7/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000717] [CE 4.468 (4.504)] [KD 4.373 (4.474)] +2024-10-13 11:51:45,494 - Train: 68.07% [851550/1251000] [680.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000717] [CE 4.206 (4.548)] [KD 4.400 (4.480)] +2024-10-13 11:51:53,020 - Train: 68.07% [851600/1251000] [680.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000716] [CE 4.417 (4.479)] [KD 4.250 (4.428)] +2024-10-13 11:52:00,722 - Train: 68.08% [851650/1251000] [680.8/1000.0] [batch_t 0.301 (0.154)] [data_t 0.004] [optim_t 0.296] [lr 0.000716] [CE 4.155 (4.554)] [KD 4.463 (4.483)] +2024-10-13 11:52:08,160 - Train: 68.08% [851700/1251000] [680.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.000716] [CE 4.689 (4.515)] [KD 4.354 (4.470)] +2024-10-13 11:52:15,970 - Train: 68.09% [851750/1251000] [680.9/1000.0] [batch_t 0.144 (0.156)] [data_t 0.004] [optim_t 0.140] [lr 0.000716] [CE 4.507 (4.512)] [KD 4.565 (4.462)] +2024-10-13 11:52:23,506 - Train: 68.09% [851800/1251000] [680.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000716] [CE 4.438 (4.502)] [KD 4.602 (4.465)] +2024-10-13 11:52:31,026 - Train: 68.09% [851850/1251000] [680.9/1000.0] [batch_t 0.155 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.000716] [CE 4.018 (4.525)] [KD 3.954 (4.412)] +2024-10-13 11:52:38,416 - Train: 68.10% [851900/1251000] [681.0/1000.0] [batch_t 0.151 (0.148)] [data_t 0.006] [optim_t 0.145] [lr 0.000715] [CE 4.569 (4.505)] [KD 4.603 (4.486)] +2024-10-13 11:52:48,542 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 34504] [top5_cnt 44513] [top_all 50000] +2024-10-13 11:52:48,542 - net: 69.008 (89.026) +2024-10-13 11:52:54,303 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 36653] [top5_cnt 45664] [top_all 50000] +2024-10-13 11:52:54,304 - net_E: 73.306 (91.328) +2024-10-13 11:52:54,449 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.340 (epoch: 680)] +2024-10-13 11:52:54,450 - ==> Total time: 1 day, 14:05:45 Eta: 17:50:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 11:52:59,026 - Train: 68.10% [851950/1251000] [681.0/1000.0] [batch_t 0.147 (0.168)] [data_t 0.004] [optim_t 0.143] [lr 0.000715] [CE 4.340 (4.503)] [KD 4.196 (4.420)] +2024-10-13 11:53:06,780 - Train: 68.11% [852000/1251000] [681.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000715] [CE 5.034 (4.495)] [KD 4.718 (4.428)] +2024-10-13 11:53:14,527 - Train: 68.11% [852050/1251000] [681.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000715] [CE 4.409 (4.533)] [KD 4.215 (4.435)] +2024-10-13 11:53:21,937 - Train: 68.11% [852100/1251000] [681.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000715] [CE 4.082 (4.492)] [KD 4.438 (4.397)] +2024-10-13 11:53:29,618 - Train: 68.12% [852150/1251000] [681.2/1000.0] [batch_t 0.156 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.000715] [CE 4.323 (4.493)] [KD 4.205 (4.479)] +2024-10-13 11:53:37,369 - Train: 68.12% [852200/1251000] [681.2/1000.0] [batch_t 0.157 (0.155)] [data_t 0.005] [optim_t 0.152] [lr 0.000715] [CE 4.242 (4.523)] [KD 4.517 (4.459)] +2024-10-13 11:53:44,841 - Train: 68.13% [852250/1251000] [681.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000714] [CE 4.658 (4.552)] [KD 4.660 (4.529)] +2024-10-13 11:53:52,445 - Train: 68.13% [852300/1251000] [681.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000714] [CE 4.500 (4.508)] [KD 4.561 (4.492)] +2024-10-13 11:54:00,066 - Train: 68.13% [852350/1251000] [681.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000714] [CE 4.904 (4.546)] [KD 4.564 (4.476)] +2024-10-13 11:54:07,715 - Train: 68.14% [852400/1251000] [681.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.000714] [CE 4.435 (4.511)] [KD 4.380 (4.496)] +2024-10-13 11:54:15,130 - Train: 68.14% [852450/1251000] [681.4/1000.0] [batch_t 0.154 (0.148)] [data_t 0.005] [optim_t 0.149] [lr 0.000714] [CE 3.843 (4.509)] [KD 3.894 (4.451)] +2024-10-13 11:54:22,587 - Train: 68.15% [852500/1251000] [681.5/1000.0] [batch_t 0.155 (0.149)] [data_t 0.003] [optim_t 0.152] [lr 0.000714] [CE 4.626 (4.481)] [KD 4.562 (4.471)] +2024-10-13 11:54:30,141 - Train: 68.15% [852550/1251000] [681.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000713] [CE 4.342 (4.502)] [KD 4.405 (4.450)] +2024-10-13 11:54:38,085 - Train: 68.15% [852600/1251000] [681.5/1000.0] [batch_t 0.145 (0.159)] [data_t 0.004] [optim_t 0.141] [lr 0.000713] [CE 4.755 (4.478)] [KD 4.595 (4.428)] +2024-10-13 11:54:45,543 - Train: 68.16% [852650/1251000] [681.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000713] [CE 5.144 (4.544)] [KD 4.908 (4.489)] +2024-10-13 11:54:53,043 - Train: 68.16% [852700/1251000] [681.6/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.000713] [CE 4.697 (4.507)] [KD 4.579 (4.508)] +2024-10-13 11:55:00,516 - Train: 68.17% [852750/1251000] [681.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000713] [CE 4.766 (4.518)] [KD 4.991 (4.496)] +2024-10-13 11:55:07,917 - Train: 68.17% [852800/1251000] [681.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000713] [CE 4.835 (4.554)] [KD 4.852 (4.519)] +2024-10-13 11:55:15,609 - Train: 68.17% [852850/1251000] [681.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000712] [CE 4.265 (4.539)] [KD 4.321 (4.450)] +2024-10-13 11:55:23,115 - Train: 68.18% [852900/1251000] [681.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000712] [CE 4.689 (4.399)] [KD 4.332 (4.406)] +2024-10-13 11:55:30,626 - Train: 68.18% [852950/1251000] [681.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000712] [CE 4.901 (4.523)] [KD 4.487 (4.504)] +2024-10-13 11:55:38,140 - Train: 68.19% [853000/1251000] [681.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000712] [CE 4.646 (4.515)] [KD 4.680 (4.502)] +2024-10-13 11:55:45,829 - Train: 68.19% [853050/1251000] [681.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000712] [CE 4.076 (4.480)] [KD 4.270 (4.472)] +2024-10-13 11:55:53,259 - Train: 68.19% [853100/1251000] [681.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.008] [optim_t 0.139] [lr 0.000712] [CE 5.120 (4.475)] [KD 4.652 (4.471)] +2024-10-13 11:56:00,908 - Train: 68.20% [853150/1251000] [682.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000712] [CE 5.169 (4.520)] [KD 4.666 (4.483)] +2024-10-13 11:56:11,381 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 34623] [top5_cnt 44501] [top_all 50000] +2024-10-13 11:56:11,382 - net: 69.246 (89.002) +2024-10-13 11:56:17,237 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 36649] [top5_cnt 45658] [top_all 50000] +2024-10-13 11:56:17,238 - net_E: 73.298 (91.316) +2024-10-13 11:56:17,368 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.340 (epoch: 680)] +2024-10-13 11:56:17,369 - ==> Total time: 1 day, 14:09:08 Eta: 17:47:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 11:56:22,012 - Train: 68.20% [853200/1251000] [682.0/1000.0] [batch_t 0.148 (0.188)] [data_t 0.006] [optim_t 0.143] [lr 0.000711] [CE 4.431 (4.486)] [KD 4.181 (4.427)] +2024-10-13 11:56:29,662 - Train: 68.21% [853250/1251000] [682.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000711] [CE 4.898 (4.476)] [KD 4.601 (4.440)] +2024-10-13 11:56:37,285 - Train: 68.21% [853300/1251000] [682.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000711] [CE 4.113 (4.437)] [KD 4.368 (4.404)] +2024-10-13 11:56:44,898 - Train: 68.21% [853350/1251000] [682.1/1000.0] [batch_t 0.294 (0.152)] [data_t 0.003] [optim_t 0.291] [lr 0.000711] [CE 4.869 (4.522)] [KD 4.694 (4.498)] +2024-10-13 11:56:52,503 - Train: 68.22% [853400/1251000] [682.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000711] [CE 4.463 (4.557)] [KD 4.558 (4.510)] +2024-10-13 11:57:00,317 - Train: 68.22% [853450/1251000] [682.2/1000.0] [batch_t 0.160 (0.156)] [data_t 0.005] [optim_t 0.155] [lr 0.000711] [CE 4.766 (4.505)] [KD 4.912 (4.498)] +2024-10-13 11:57:07,909 - Train: 68.23% [853500/1251000] [682.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.000710] [CE 4.312 (4.488)] [KD 4.382 (4.439)] +2024-10-13 11:57:15,511 - Train: 68.23% [853550/1251000] [682.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000710] [CE 4.011 (4.427)] [KD 4.170 (4.385)] +2024-10-13 11:57:23,290 - Train: 68.23% [853600/1251000] [682.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000710] [CE 4.647 (4.500)] [KD 4.565 (4.499)] +2024-10-13 11:57:30,847 - Train: 68.24% [853650/1251000] [682.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000710] [CE 4.778 (4.495)] [KD 4.789 (4.469)] +2024-10-13 11:57:38,397 - Train: 68.24% [853700/1251000] [682.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000710] [CE 4.660 (4.505)] [KD 4.712 (4.453)] +2024-10-13 11:57:45,811 - Train: 68.25% [853750/1251000] [682.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000710] [CE 4.341 (4.481)] [KD 4.434 (4.467)] +2024-10-13 11:57:53,523 - Train: 68.25% [853800/1251000] [682.5/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000710] [CE 4.672 (4.588)] [KD 4.402 (4.448)] +2024-10-13 11:58:01,175 - Train: 68.25% [853850/1251000] [682.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.000709] [CE 4.519 (4.434)] [KD 4.179 (4.398)] +2024-10-13 11:58:08,791 - Train: 68.26% [853900/1251000] [682.6/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.000709] [CE 4.460 (4.542)] [KD 4.507 (4.479)] +2024-10-13 11:58:16,435 - Train: 68.26% [853950/1251000] [682.6/1000.0] [batch_t 0.145 (0.153)] [data_t 0.002] [optim_t 0.143] [lr 0.000709] [CE 4.278 (4.567)] [KD 4.509 (4.491)] +2024-10-13 11:58:23,996 - Train: 68.27% [854000/1251000] [682.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000709] [CE 4.521 (4.566)] [KD 4.357 (4.468)] +2024-10-13 11:58:31,453 - Train: 68.27% [854050/1251000] [682.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000709] [CE 4.340 (4.517)] [KD 4.260 (4.505)] +2024-10-13 11:58:39,061 - Train: 68.27% [854100/1251000] [682.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000709] [CE 4.680 (4.474)] [KD 4.706 (4.410)] +2024-10-13 11:58:46,647 - Train: 68.28% [854150/1251000] [682.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000708] [CE 4.635 (4.452)] [KD 4.655 (4.450)] +2024-10-13 11:58:54,371 - Train: 68.28% [854200/1251000] [682.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000708] [CE 4.645 (4.519)] [KD 4.558 (4.476)] +2024-10-13 11:59:02,112 - Train: 68.29% [854250/1251000] [682.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000708] [CE 4.016 (4.439)] [KD 4.147 (4.440)] +2024-10-13 11:59:09,678 - Train: 68.29% [854300/1251000] [682.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000708] [CE 4.704 (4.488)] [KD 4.561 (4.443)] +2024-10-13 11:59:17,114 - Train: 68.29% [854350/1251000] [682.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.002] [optim_t 0.144] [lr 0.000708] [CE 4.935 (4.513)] [KD 4.724 (4.431)] +2024-10-13 11:59:24,520 - Train: 68.30% [854400/1251000] [683.0/1000.0] [batch_t 0.153 (0.148)] [data_t 0.003] [optim_t 0.150] [lr 0.000708] [CE 4.320 (4.585)] [KD 4.341 (4.470)] +2024-10-13 11:59:35,086 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 34485] [top5_cnt 44449] [top_all 50000] +2024-10-13 11:59:35,086 - net: 68.970 (88.898) +2024-10-13 11:59:41,009 - Test (net_E): 100.00% [50/50] [batch_t 0.079 (0.108)] [top1_cnt 36689] [top5_cnt 45691] [top_all 50000] +2024-10-13 11:59:41,009 - net_E: 73.378 (91.382) +2024-10-13 11:59:41,109 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.378 (epoch: 683)] +2024-10-13 11:59:41,109 - ==> Total time: 1 day, 14:12:32 Eta: 17:44:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 11:59:46,506 - Train: 68.30% [854450/1251000] [683.0/1000.0] [batch_t 0.146 (0.174)] [data_t 0.005] [optim_t 0.141] [lr 0.000707] [CE 4.307 (4.467)] [KD 4.270 (4.429)] +2024-10-13 11:59:53,925 - Train: 68.31% [854500/1251000] [683.1/1000.0] [batch_t 0.151 (0.148)] [data_t 0.006] [optim_t 0.145] [lr 0.000707] [CE 4.537 (4.458)] [KD 4.490 (4.359)] +2024-10-13 12:00:02,021 - Train: 68.31% [854550/1251000] [683.1/1000.0] [batch_t 0.150 (0.162)] [data_t 0.003] [optim_t 0.147] [lr 0.000707] [CE 4.587 (4.538)] [KD 4.564 (4.478)] +2024-10-13 12:00:09,756 - Train: 68.31% [854600/1251000] [683.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.000707] [CE 4.790 (4.565)] [KD 4.353 (4.455)] +2024-10-13 12:00:17,214 - Train: 68.32% [854650/1251000] [683.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000707] [CE 4.413 (4.479)] [KD 4.389 (4.438)] +2024-10-13 12:00:24,647 - Train: 68.32% [854700/1251000] [683.2/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.150] [lr 0.000707] [CE 4.610 (4.534)] [KD 4.552 (4.506)] +2024-10-13 12:00:32,189 - Train: 68.33% [854750/1251000] [683.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000707] [CE 4.301 (4.398)] [KD 4.350 (4.402)] +2024-10-13 12:00:39,639 - Train: 68.33% [854800/1251000] [683.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.000706] [CE 4.184 (4.549)] [KD 4.323 (4.465)] +2024-10-13 12:00:47,267 - Train: 68.33% [854850/1251000] [683.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.000706] [CE 3.972 (4.444)] [KD 4.112 (4.445)] +2024-10-13 12:00:54,726 - Train: 68.34% [854900/1251000] [683.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000706] [CE 3.950 (4.514)] [KD 4.145 (4.455)] +2024-10-13 12:01:02,666 - Train: 68.34% [854950/1251000] [683.4/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.000706] [CE 4.148 (4.441)] [KD 4.208 (4.420)] +2024-10-13 12:01:10,202 - Train: 68.35% [855000/1251000] [683.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000706] [CE 4.943 (4.488)] [KD 4.933 (4.461)] +2024-10-13 12:01:17,794 - Train: 68.35% [855050/1251000] [683.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000706] [CE 4.098 (4.509)] [KD 3.810 (4.416)] +2024-10-13 12:01:25,314 - Train: 68.35% [855100/1251000] [683.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000705] [CE 4.597 (4.453)] [KD 4.581 (4.394)] +2024-10-13 12:01:32,862 - Train: 68.36% [855150/1251000] [683.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.000705] [CE 4.292 (4.530)] [KD 4.491 (4.462)] +2024-10-13 12:01:40,403 - Train: 68.36% [855200/1251000] [683.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000705] [CE 4.557 (4.553)] [KD 4.510 (4.491)] +2024-10-13 12:01:47,817 - Train: 68.37% [855250/1251000] [683.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000705] [CE 4.429 (4.463)] [KD 4.300 (4.466)] +2024-10-13 12:01:55,284 - Train: 68.37% [855300/1251000] [683.7/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.000705] [CE 4.600 (4.552)] [KD 4.703 (4.446)] +2024-10-13 12:02:03,095 - Train: 68.37% [855350/1251000] [683.7/1000.0] [batch_t 0.145 (0.156)] [data_t 0.003] [optim_t 0.142] [lr 0.000705] [CE 4.749 (4.494)] [KD 4.722 (4.443)] +2024-10-13 12:02:10,888 - Train: 68.38% [855400/1251000] [683.8/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.000704] [CE 4.562 (4.526)] [KD 4.342 (4.430)] +2024-10-13 12:02:18,417 - Train: 68.38% [855450/1251000] [683.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000704] [CE 3.951 (4.499)] [KD 4.235 (4.440)] +2024-10-13 12:02:25,819 - Train: 68.39% [855500/1251000] [683.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.002] [optim_t 0.146] [lr 0.000704] [CE 4.171 (4.482)] [KD 4.137 (4.462)] +2024-10-13 12:02:33,264 - Train: 68.39% [855550/1251000] [683.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000704] [CE 4.668 (4.543)] [KD 4.654 (4.474)] +2024-10-13 12:02:40,866 - Train: 68.39% [855600/1251000] [683.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000704] [CE 4.739 (4.494)] [KD 4.785 (4.507)] +2024-10-13 12:02:48,553 - Train: 68.40% [855650/1251000] [684.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000704] [CE 4.118 (4.476)] [KD 4.289 (4.483)] +2024-10-13 12:02:59,389 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 34213] [top5_cnt 44258] [top_all 50000] +2024-10-13 12:02:59,389 - net: 68.426 (88.516) +2024-10-13 12:03:05,301 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 36658] [top5_cnt 45688] [top_all 50000] +2024-10-13 12:03:05,301 - net_E: 73.316 (91.376) +2024-10-13 12:03:05,423 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.378 (epoch: 683)] +2024-10-13 12:03:05,423 - ==> Total time: 1 day, 14:15:56 Eta: 17:40:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 12:03:10,033 - Train: 68.40% [855700/1251000] [684.0/1000.0] [batch_t 0.150 (0.182)] [data_t 0.004] [optim_t 0.146] [lr 0.000704] [CE 4.875 (4.572)] [KD 4.485 (4.528)] +2024-10-13 12:03:17,444 - Train: 68.41% [855750/1251000] [684.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000703] [CE 4.592 (4.516)] [KD 4.422 (4.433)] +2024-10-13 12:03:25,080 - Train: 68.41% [855800/1251000] [684.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.000703] [CE 4.087 (4.552)] [KD 4.301 (4.482)] +2024-10-13 12:03:32,623 - Train: 68.41% [855850/1251000] [684.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000703] [CE 4.370 (4.486)] [KD 4.239 (4.458)] +2024-10-13 12:03:40,039 - Train: 68.42% [855900/1251000] [684.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000703] [CE 4.341 (4.542)] [KD 4.062 (4.419)] +2024-10-13 12:03:47,544 - Train: 68.42% [855950/1251000] [684.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000703] [CE 4.463 (4.437)] [KD 4.271 (4.362)] +2024-10-13 12:03:55,252 - Train: 68.43% [856000/1251000] [684.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000703] [CE 4.636 (4.475)] [KD 4.416 (4.435)] +2024-10-13 12:04:02,665 - Train: 68.43% [856050/1251000] [684.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000702] [CE 4.409 (4.503)] [KD 4.376 (4.470)] +2024-10-13 12:04:10,231 - Train: 68.43% [856100/1251000] [684.3/1000.0] [batch_t 0.300 (0.151)] [data_t 0.005] [optim_t 0.295] [lr 0.000702] [CE 3.375 (4.488)] [KD 3.945 (4.423)] +2024-10-13 12:04:17,762 - Train: 68.44% [856150/1251000] [684.4/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.000702] [CE 3.887 (4.414)] [KD 4.197 (4.408)] +2024-10-13 12:04:25,631 - Train: 68.44% [856200/1251000] [684.4/1000.0] [batch_t 0.146 (0.157)] [data_t 0.006] [optim_t 0.140] [lr 0.000702] [CE 4.744 (4.537)] [KD 4.476 (4.455)] +2024-10-13 12:04:33,044 - Train: 68.45% [856250/1251000] [684.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000702] [CE 5.257 (4.573)] [KD 4.551 (4.442)] +2024-10-13 12:04:40,480 - Train: 68.45% [856300/1251000] [684.5/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.000702] [CE 3.964 (4.526)] [KD 4.262 (4.408)] +2024-10-13 12:04:47,976 - Train: 68.45% [856350/1251000] [684.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000702] [CE 4.337 (4.454)] [KD 4.428 (4.380)] +2024-10-13 12:04:55,502 - Train: 68.46% [856400/1251000] [684.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000701] [CE 3.977 (4.485)] [KD 4.053 (4.456)] +2024-10-13 12:05:03,050 - Train: 68.46% [856450/1251000] [684.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000701] [CE 4.226 (4.544)] [KD 4.392 (4.414)] +2024-10-13 12:05:10,598 - Train: 68.47% [856500/1251000] [684.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000701] [CE 4.564 (4.513)] [KD 4.346 (4.407)] +2024-10-13 12:05:18,240 - Train: 68.47% [856550/1251000] [684.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.000701] [CE 4.918 (4.528)] [KD 4.729 (4.494)] +2024-10-13 12:05:25,676 - Train: 68.47% [856600/1251000] [684.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000701] [CE 5.036 (4.546)] [KD 4.740 (4.452)] +2024-10-13 12:05:33,420 - Train: 68.48% [856650/1251000] [684.8/1000.0] [batch_t 0.144 (0.155)] [data_t 0.005] [optim_t 0.139] [lr 0.000701] [CE 4.411 (4.527)] [KD 4.500 (4.481)] +2024-10-13 12:05:40,877 - Train: 68.48% [856700/1251000] [684.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000700] [CE 4.881 (4.431)] [KD 4.631 (4.442)] +2024-10-13 12:05:48,374 - Train: 68.49% [856750/1251000] [684.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000700] [CE 4.559 (4.490)] [KD 4.863 (4.465)] +2024-10-13 12:05:55,804 - Train: 68.49% [856800/1251000] [684.9/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.139] [lr 0.000700] [CE 4.388 (4.465)] [KD 4.455 (4.450)] +2024-10-13 12:06:03,353 - Train: 68.49% [856850/1251000] [684.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000700] [CE 4.476 (4.524)] [KD 4.216 (4.495)] +2024-10-13 12:06:11,105 - Train: 68.50% [856900/1251000] [685.0/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000700] [CE 4.775 (4.540)] [KD 4.243 (4.497)] +2024-10-13 12:06:21,897 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.106)] [top1_cnt 34112] [top5_cnt 44169] [top_all 50000] +2024-10-13 12:06:21,897 - net: 68.224 (88.338) +2024-10-13 12:06:27,784 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 36697] [top5_cnt 45674] [top_all 50000] +2024-10-13 12:06:27,785 - net_E: 73.394 (91.348) +2024-10-13 12:06:27,902 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.394 (epoch: 685)] +2024-10-13 12:06:27,903 - ==> Total time: 1 day, 14:19:18 Eta: 17:37:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 12:06:32,968 - Train: 68.50% [856950/1251000] [685.0/1000.0] [batch_t 0.159 (0.186)] [data_t 0.005] [optim_t 0.154] [lr 0.000700] [CE 4.886 (4.495)] [KD 4.594 (4.455)] +2024-10-13 12:06:40,714 - Train: 68.51% [857000/1251000] [685.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000700] [CE 4.593 (4.456)] [KD 4.134 (4.400)] +2024-10-13 12:06:48,515 - Train: 68.51% [857050/1251000] [685.1/1000.0] [batch_t 0.160 (0.156)] [data_t 0.004] [optim_t 0.157] [lr 0.000699] [CE 4.528 (4.533)] [KD 4.571 (4.485)] +2024-10-13 12:06:55,980 - Train: 68.51% [857100/1251000] [685.1/1000.0] [batch_t 0.155 (0.149)] [data_t 0.004] [optim_t 0.151] [lr 0.000699] [CE 4.180 (4.501)] [KD 3.983 (4.402)] +2024-10-13 12:07:03,468 - Train: 68.52% [857150/1251000] [685.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000699] [CE 4.598 (4.514)] [KD 4.595 (4.429)] +2024-10-13 12:07:11,105 - Train: 68.52% [857200/1251000] [685.2/1000.0] [batch_t 0.158 (0.153)] [data_t 0.004] [optim_t 0.154] [lr 0.000699] [CE 4.952 (4.568)] [KD 4.558 (4.487)] +2024-10-13 12:07:18,947 - Train: 68.53% [857250/1251000] [685.3/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.000699] [CE 4.599 (4.488)] [KD 4.577 (4.388)] +2024-10-13 12:07:26,502 - Train: 68.53% [857300/1251000] [685.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.000699] [CE 5.068 (4.534)] [KD 4.650 (4.460)] +2024-10-13 12:07:34,090 - Train: 68.53% [857350/1251000] [685.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000698] [CE 3.505 (4.413)] [KD 4.012 (4.421)] +2024-10-13 12:07:41,534 - Train: 68.54% [857400/1251000] [685.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.000698] [CE 4.124 (4.536)] [KD 4.131 (4.445)] +2024-10-13 12:07:49,248 - Train: 68.54% [857450/1251000] [685.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000698] [CE 4.758 (4.518)] [KD 4.597 (4.432)] +2024-10-13 12:07:56,789 - Train: 68.55% [857500/1251000] [685.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000698] [CE 4.674 (4.541)] [KD 4.518 (4.378)] +2024-10-13 12:08:04,350 - Train: 68.55% [857550/1251000] [685.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000698] [CE 4.460 (4.457)] [KD 4.325 (4.381)] +2024-10-13 12:08:12,106 - Train: 68.55% [857600/1251000] [685.5/1000.0] [batch_t 0.163 (0.155)] [data_t 0.004] [optim_t 0.158] [lr 0.000698] [CE 4.758 (4.510)] [KD 4.467 (4.397)] +2024-10-13 12:08:19,691 - Train: 68.56% [857650/1251000] [685.6/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.000697] [CE 4.421 (4.565)] [KD 4.204 (4.443)] +2024-10-13 12:08:27,323 - Train: 68.56% [857700/1251000] [685.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.007] [optim_t 0.143] [lr 0.000697] [CE 4.675 (4.509)] [KD 4.458 (4.411)] +2024-10-13 12:08:34,785 - Train: 68.57% [857750/1251000] [685.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000697] [CE 4.433 (4.533)] [KD 4.107 (4.464)] +2024-10-13 12:08:42,610 - Train: 68.57% [857800/1251000] [685.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000697] [CE 4.373 (4.522)] [KD 4.172 (4.421)] +2024-10-13 12:08:50,206 - Train: 68.57% [857850/1251000] [685.7/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.000697] [CE 4.579 (4.473)] [KD 4.397 (4.387)] +2024-10-13 12:08:58,061 - Train: 68.58% [857900/1251000] [685.8/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.000697] [CE 4.302 (4.527)] [KD 4.360 (4.500)] +2024-10-13 12:09:05,601 - Train: 68.58% [857950/1251000] [685.8/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000697] [CE 4.540 (4.466)] [KD 4.527 (4.419)] +2024-10-13 12:09:13,146 - Train: 68.59% [858000/1251000] [685.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000696] [CE 4.500 (4.519)] [KD 4.351 (4.416)] +2024-10-13 12:09:20,813 - Train: 68.59% [858050/1251000] [685.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000696] [CE 4.389 (4.471)] [KD 4.439 (4.434)] +2024-10-13 12:09:28,585 - Train: 68.59% [858100/1251000] [685.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.000696] [CE 4.673 (4.455)] [KD 4.548 (4.438)] +2024-10-13 12:09:36,238 - Train: 68.60% [858150/1251000] [686.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000696] [CE 4.936 (4.542)] [KD 4.342 (4.409)] +2024-10-13 12:09:47,258 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34717] [top5_cnt 44610] [top_all 50000] +2024-10-13 12:09:47,259 - net: 69.434 (89.220) +2024-10-13 12:09:52,959 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 36651] [top5_cnt 45687] [top_all 50000] +2024-10-13 12:09:52,959 - net_E: 73.302 (91.374) +2024-10-13 12:09:53,095 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.394 (epoch: 685)] +2024-10-13 12:09:53,095 - ==> Total time: 1 day, 14:22:44 Eta: 17:34:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 12:09:57,379 - Train: 68.60% [858200/1251000] [686.0/1000.0] [batch_t 0.150 (0.190)] [data_t 0.004] [optim_t 0.146] [lr 0.000696] [CE 4.623 (4.563)] [KD 4.596 (4.440)] +2024-10-13 12:10:04,904 - Train: 68.61% [858250/1251000] [686.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000696] [CE 4.478 (4.460)] [KD 4.251 (4.371)] +2024-10-13 12:10:12,457 - Train: 68.61% [858300/1251000] [686.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000695] [CE 4.215 (4.438)] [KD 3.922 (4.357)] +2024-10-13 12:10:19,837 - Train: 68.61% [858350/1251000] [686.1/1000.0] [batch_t 0.150 (0.147)] [data_t 0.004] [optim_t 0.146] [lr 0.000695] [CE 4.646 (4.526)] [KD 4.661 (4.485)] +2024-10-13 12:10:27,472 - Train: 68.62% [858400/1251000] [686.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000695] [CE 4.118 (4.473)] [KD 4.235 (4.450)] +2024-10-13 12:10:35,028 - Train: 68.62% [858450/1251000] [686.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000695] [CE 4.734 (4.506)] [KD 4.659 (4.445)] +2024-10-13 12:10:42,740 - Train: 68.63% [858500/1251000] [686.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000695] [CE 3.960 (4.488)] [KD 4.439 (4.402)] +2024-10-13 12:10:50,160 - Train: 68.63% [858550/1251000] [686.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000695] [CE 4.320 (4.475)] [KD 4.219 (4.412)] +2024-10-13 12:10:57,690 - Train: 68.63% [858600/1251000] [686.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000695] [CE 3.944 (4.448)] [KD 4.176 (4.427)] +2024-10-13 12:11:05,275 - Train: 68.64% [858650/1251000] [686.4/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000694] [CE 4.825 (4.455)] [KD 4.522 (4.423)] +2024-10-13 12:11:12,884 - Train: 68.64% [858700/1251000] [686.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000694] [CE 4.833 (4.567)] [KD 4.835 (4.510)] +2024-10-13 12:11:20,641 - Train: 68.65% [858750/1251000] [686.5/1000.0] [batch_t 0.145 (0.155)] [data_t 0.003] [optim_t 0.141] [lr 0.000694] [CE 4.923 (4.530)] [KD 4.498 (4.432)] +2024-10-13 12:11:28,202 - Train: 68.65% [858800/1251000] [686.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000694] [CE 4.671 (4.474)] [KD 4.710 (4.433)] +2024-10-13 12:11:35,777 - Train: 68.65% [858850/1251000] [686.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000694] [CE 4.312 (4.586)] [KD 4.423 (4.487)] +2024-10-13 12:11:43,385 - Train: 68.66% [858900/1251000] [686.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000694] [CE 4.673 (4.530)] [KD 4.514 (4.483)] +2024-10-13 12:11:50,934 - Train: 68.66% [858950/1251000] [686.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000693] [CE 4.554 (4.437)] [KD 4.506 (4.372)] +2024-10-13 12:11:58,482 - Train: 68.67% [859000/1251000] [686.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000693] [CE 4.441 (4.524)] [KD 4.194 (4.416)] +2024-10-13 12:12:06,246 - Train: 68.67% [859050/1251000] [686.7/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000693] [CE 4.291 (4.519)] [KD 4.261 (4.475)] +2024-10-13 12:12:13,974 - Train: 68.67% [859100/1251000] [686.7/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000693] [CE 4.965 (4.540)] [KD 4.554 (4.485)] +2024-10-13 12:12:21,523 - Train: 68.68% [859150/1251000] [686.8/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.000693] [CE 4.490 (4.502)] [KD 4.248 (4.392)] +2024-10-13 12:12:29,065 - Train: 68.68% [859200/1251000] [686.8/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.000693] [CE 4.636 (4.551)] [KD 4.320 (4.458)] +2024-10-13 12:12:36,751 - Train: 68.69% [859250/1251000] [686.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000693] [CE 4.575 (4.520)] [KD 4.530 (4.433)] +2024-10-13 12:12:44,331 - Train: 68.69% [859300/1251000] [686.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000692] [CE 4.550 (4.521)] [KD 4.606 (4.461)] +2024-10-13 12:12:51,986 - Train: 68.69% [859350/1251000] [686.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000692] [CE 5.013 (4.590)] [KD 4.574 (4.444)] +2024-10-13 12:12:59,383 - Train: 68.70% [859400/1251000] [687.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000692] [CE 4.643 (4.536)] [KD 4.464 (4.462)] +2024-10-13 12:13:10,503 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 34151] [top5_cnt 44198] [top_all 50000] +2024-10-13 12:13:10,503 - net: 68.302 (88.396) +2024-10-13 12:13:16,308 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 36650] [top5_cnt 45701] [top_all 50000] +2024-10-13 12:13:16,309 - net_E: 73.300 (91.402) +2024-10-13 12:13:16,425 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.394 (epoch: 685)] +2024-10-13 12:13:16,426 - ==> Total time: 1 day, 14:26:07 Eta: 17:30:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 12:13:20,196 - Train: 68.70% [859450/1251000] [687.0/1000.0] [batch_t 0.153 (0.186)] [data_t 0.004] [optim_t 0.149] [lr 0.000692] [CE 4.506 (4.443)] [KD 4.194 (4.346)] +2024-10-13 12:13:27,631 - Train: 68.71% [859500/1251000] [687.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000692] [CE 4.361 (4.503)] [KD 4.333 (4.412)] +2024-10-13 12:13:35,395 - Train: 68.71% [859550/1251000] [687.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.000692] [CE 4.892 (4.547)] [KD 4.705 (4.415)] +2024-10-13 12:13:42,969 - Train: 68.71% [859600/1251000] [687.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000691] [CE 3.936 (4.520)] [KD 4.166 (4.437)] +2024-10-13 12:13:50,678 - Train: 68.72% [859650/1251000] [687.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000691] [CE 4.798 (4.458)] [KD 4.718 (4.356)] +2024-10-13 12:13:58,185 - Train: 68.72% [859700/1251000] [687.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000691] [CE 4.174 (4.462)] [KD 4.155 (4.399)] +2024-10-13 12:14:05,805 - Train: 68.73% [859750/1251000] [687.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000691] [CE 4.119 (4.546)] [KD 4.170 (4.433)] +2024-10-13 12:14:13,369 - Train: 68.73% [859800/1251000] [687.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000691] [CE 4.555 (4.485)] [KD 4.409 (4.435)] +2024-10-13 12:14:20,981 - Train: 68.73% [859850/1251000] [687.3/1000.0] [batch_t 0.157 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.000691] [CE 4.164 (4.505)] [KD 4.391 (4.420)] +2024-10-13 12:14:28,578 - Train: 68.74% [859900/1251000] [687.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000690] [CE 4.847 (4.478)] [KD 4.620 (4.423)] +2024-10-13 12:14:36,329 - Train: 68.74% [859950/1251000] [687.4/1000.0] [batch_t 0.145 (0.155)] [data_t 0.003] [optim_t 0.142] [lr 0.000690] [CE 4.231 (4.556)] [KD 4.513 (4.456)] +2024-10-13 12:14:43,879 - Train: 68.75% [860000/1251000] [687.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000690] [CE 4.357 (4.475)] [KD 4.143 (4.418)] +2024-10-13 12:14:51,428 - Train: 68.75% [860050/1251000] [687.5/1000.0] [batch_t 0.158 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.000690] [CE 4.331 (4.497)] [KD 4.516 (4.432)] +2024-10-13 12:14:59,012 - Train: 68.75% [860100/1251000] [687.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000690] [CE 4.140 (4.497)] [KD 4.115 (4.426)] +2024-10-13 12:15:06,598 - Train: 68.76% [860150/1251000] [687.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000690] [CE 4.453 (4.495)] [KD 4.479 (4.403)] +2024-10-13 12:15:14,265 - Train: 68.76% [860200/1251000] [687.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000690] [CE 4.215 (4.552)] [KD 4.147 (4.393)] +2024-10-13 12:15:21,882 - Train: 68.76% [860250/1251000] [687.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000689] [CE 4.870 (4.493)] [KD 4.745 (4.407)] +2024-10-13 12:15:29,450 - Train: 68.77% [860300/1251000] [687.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000689] [CE 4.391 (4.502)] [KD 4.473 (4.486)] +2024-10-13 12:15:37,159 - Train: 68.77% [860350/1251000] [687.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000689] [CE 4.000 (4.509)] [KD 4.403 (4.456)] +2024-10-13 12:15:44,846 - Train: 68.78% [860400/1251000] [687.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000689] [CE 4.047 (4.470)] [KD 4.159 (4.471)] +2024-10-13 12:15:52,275 - Train: 68.78% [860450/1251000] [687.8/1000.0] [batch_t 0.159 (0.148)] [data_t 0.004] [optim_t 0.154] [lr 0.000689] [CE 4.035 (4.464)] [KD 4.440 (4.436)] +2024-10-13 12:15:59,902 - Train: 68.78% [860500/1251000] [687.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000689] [CE 4.633 (4.575)] [KD 4.347 (4.480)] +2024-10-13 12:16:07,421 - Train: 68.79% [860550/1251000] [687.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000688] [CE 4.031 (4.554)] [KD 4.270 (4.453)] +2024-10-13 12:16:14,985 - Train: 68.79% [860600/1251000] [687.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000688] [CE 4.513 (4.521)] [KD 4.567 (4.470)] +2024-10-13 12:16:22,525 - Train: 68.80% [860650/1251000] [688.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000688] [CE 4.692 (4.505)] [KD 4.508 (4.436)] +2024-10-13 12:16:33,821 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34602] [top5_cnt 44527] [top_all 50000] +2024-10-13 12:16:33,822 - net: 69.204 (89.054) +2024-10-13 12:16:39,713 - Test (net_E): 100.00% [50/50] [batch_t 0.026 (0.106)] [top1_cnt 36651] [top5_cnt 45710] [top_all 50000] +2024-10-13 12:16:39,713 - net_E: 73.302 (91.420) +2024-10-13 12:16:39,829 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.394 (epoch: 685)] +2024-10-13 12:16:39,830 - ==> Total time: 1 day, 14:29:30 Eta: 17:27:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 12:16:43,576 - Train: 68.80% [860700/1251000] [688.0/1000.0] [batch_t 0.152 (0.194)] [data_t 0.004] [optim_t 0.148] [lr 0.000688] [CE 4.273 (4.541)] [KD 4.068 (4.452)] +2024-10-13 12:16:51,170 - Train: 68.80% [860750/1251000] [688.0/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000688] [CE 4.899 (4.461)] [KD 4.755 (4.429)] +2024-10-13 12:16:58,835 - Train: 68.81% [860800/1251000] [688.1/1000.0] [batch_t 0.158 (0.153)] [data_t 0.005] [optim_t 0.153] [lr 0.000688] [CE 4.732 (4.452)] [KD 4.624 (4.468)] +2024-10-13 12:17:06,445 - Train: 68.81% [860850/1251000] [688.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.000688] [CE 4.774 (4.506)] [KD 4.503 (4.455)] +2024-10-13 12:17:14,019 - Train: 68.82% [860900/1251000] [688.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000687] [CE 4.644 (4.464)] [KD 4.246 (4.395)] +2024-10-13 12:17:21,778 - Train: 68.82% [860950/1251000] [688.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000687] [CE 4.247 (4.419)] [KD 4.386 (4.387)] +2024-10-13 12:17:29,496 - Train: 68.82% [861000/1251000] [688.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000687] [CE 4.205 (4.551)] [KD 4.036 (4.395)] +2024-10-13 12:17:37,066 - Train: 68.83% [861050/1251000] [688.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000687] [CE 4.952 (4.562)] [KD 4.703 (4.476)] +2024-10-13 12:17:44,586 - Train: 68.83% [861100/1251000] [688.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000687] [CE 4.200 (4.479)] [KD 4.301 (4.399)] +2024-10-13 12:17:52,283 - Train: 68.84% [861150/1251000] [688.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.006] [optim_t 0.147] [lr 0.000687] [CE 4.668 (4.498)] [KD 4.764 (4.445)] +2024-10-13 12:17:59,773 - Train: 68.84% [861200/1251000] [688.4/1000.0] [batch_t 0.153 (0.150)] [data_t 0.003] [optim_t 0.150] [lr 0.000686] [CE 4.888 (4.409)] [KD 4.706 (4.382)] +2024-10-13 12:18:07,646 - Train: 68.84% [861250/1251000] [688.4/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000686] [CE 5.010 (4.542)] [KD 4.718 (4.402)] +2024-10-13 12:18:15,436 - Train: 68.85% [861300/1251000] [688.5/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000686] [CE 4.057 (4.520)] [KD 4.057 (4.385)] +2024-10-13 12:18:22,900 - Train: 68.85% [861350/1251000] [688.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000686] [CE 4.121 (4.382)] [KD 4.158 (4.395)] +2024-10-13 12:18:30,442 - Train: 68.86% [861400/1251000] [688.6/1000.0] [batch_t 0.157 (0.151)] [data_t 0.006] [optim_t 0.151] [lr 0.000686] [CE 5.104 (4.433)] [KD 4.977 (4.411)] +2024-10-13 12:18:38,126 - Train: 68.86% [861450/1251000] [688.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000686] [CE 4.696 (4.417)] [KD 4.407 (4.377)] +2024-10-13 12:18:45,761 - Train: 68.86% [861500/1251000] [688.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000686] [CE 4.376 (4.466)] [KD 4.453 (4.398)] +2024-10-13 12:18:53,307 - Train: 68.87% [861550/1251000] [688.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000685] [CE 4.806 (4.527)] [KD 4.554 (4.394)] +2024-10-13 12:19:01,071 - Train: 68.87% [861600/1251000] [688.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000685] [CE 4.442 (4.440)] [KD 4.176 (4.407)] +2024-10-13 12:19:08,666 - Train: 68.88% [861650/1251000] [688.8/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000685] [CE 4.738 (4.536)] [KD 4.386 (4.472)] +2024-10-13 12:19:16,222 - Train: 68.88% [861700/1251000] [688.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000685] [CE 4.612 (4.503)] [KD 4.592 (4.445)] +2024-10-13 12:19:23,818 - Train: 68.88% [861750/1251000] [688.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000685] [CE 4.088 (4.490)] [KD 4.130 (4.403)] +2024-10-13 12:19:31,376 - Train: 68.89% [861800/1251000] [688.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000685] [CE 4.285 (4.541)] [KD 4.166 (4.465)] +2024-10-13 12:19:38,949 - Train: 68.89% [861850/1251000] [688.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000684] [CE 4.187 (4.488)] [KD 4.140 (4.451)] +2024-10-13 12:19:46,491 - Train: 68.90% [861900/1251000] [689.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000684] [CE 4.783 (4.516)] [KD 4.592 (4.424)] +2024-10-13 12:19:57,982 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 34246] [top5_cnt 44322] [top_all 50000] +2024-10-13 12:19:57,982 - net: 68.492 (88.644) +2024-10-13 12:20:03,705 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 36664] [top5_cnt 45699] [top_all 50000] +2024-10-13 12:20:03,706 - net_E: 73.328 (91.398) +2024-10-13 12:20:03,806 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.394 (epoch: 685)] +2024-10-13 12:20:03,807 - ==> Total time: 1 day, 14:32:54 Eta: 17:24:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 12:20:09,371 - Train: 68.90% [861950/1251000] [689.0/1000.0] [batch_t 0.145 (0.200)] [data_t 0.005] [optim_t 0.140] [lr 0.000684] [CE 4.832 (4.501)] [KD 4.372 (4.419)] +2024-10-13 12:20:17,037 - Train: 68.90% [862000/1251000] [689.0/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000684] [CE 4.336 (4.535)] [KD 4.219 (4.381)] +2024-10-13 12:20:24,658 - Train: 68.91% [862050/1251000] [689.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000684] [CE 4.537 (4.516)] [KD 4.369 (4.432)] +2024-10-13 12:20:32,072 - Train: 68.91% [862100/1251000] [689.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000684] [CE 4.486 (4.533)] [KD 4.712 (4.473)] +2024-10-13 12:20:39,711 - Train: 68.92% [862150/1251000] [689.2/1000.0] [batch_t 0.287 (0.153)] [data_t 0.003] [optim_t 0.284] [lr 0.000684] [CE 4.423 (4.528)] [KD 4.242 (4.454)] +2024-10-13 12:20:47,471 - Train: 68.92% [862200/1251000] [689.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000683] [CE 4.698 (4.528)] [KD 4.360 (4.431)] +2024-10-13 12:20:55,185 - Train: 68.92% [862250/1251000] [689.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.000683] [CE 4.869 (4.501)] [KD 4.541 (4.387)] +2024-10-13 12:21:02,768 - Train: 68.93% [862300/1251000] [689.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000683] [CE 4.554 (4.444)] [KD 4.406 (4.371)] +2024-10-13 12:21:10,344 - Train: 68.93% [862350/1251000] [689.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000683] [CE 4.603 (4.477)] [KD 4.553 (4.382)] +2024-10-13 12:21:17,990 - Train: 68.94% [862400/1251000] [689.4/1000.0] [batch_t 0.284 (0.153)] [data_t 0.003] [optim_t 0.281] [lr 0.000683] [CE 4.575 (4.532)] [KD 4.433 (4.433)] +2024-10-13 12:21:25,591 - Train: 68.94% [862450/1251000] [689.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000683] [CE 4.339 (4.544)] [KD 4.362 (4.437)] +2024-10-13 12:21:33,128 - Train: 68.94% [862500/1251000] [689.4/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.000682] [CE 4.763 (4.494)] [KD 4.496 (4.412)] +2024-10-13 12:21:40,862 - Train: 68.95% [862550/1251000] [689.5/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000682] [CE 4.645 (4.514)] [KD 4.563 (4.372)] +2024-10-13 12:21:48,362 - Train: 68.95% [862600/1251000] [689.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000682] [CE 4.633 (4.562)] [KD 4.412 (4.465)] +2024-10-13 12:21:55,741 - Train: 68.96% [862650/1251000] [689.6/1000.0] [batch_t 0.144 (0.147)] [data_t 0.003] [optim_t 0.141] [lr 0.000682] [CE 4.755 (4.470)] [KD 4.575 (4.365)] +2024-10-13 12:22:03,327 - Train: 68.96% [862700/1251000] [689.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.000682] [CE 4.514 (4.530)] [KD 4.612 (4.459)] +2024-10-13 12:22:10,811 - Train: 68.96% [862750/1251000] [689.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000682] [CE 4.624 (4.501)] [KD 4.502 (4.432)] +2024-10-13 12:22:18,283 - Train: 68.97% [862800/1251000] [689.7/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.151] [lr 0.000682] [CE 4.726 (4.504)] [KD 4.502 (4.463)] +2024-10-13 12:22:26,142 - Train: 68.97% [862850/1251000] [689.7/1000.0] [batch_t 0.145 (0.157)] [data_t 0.003] [optim_t 0.142] [lr 0.000681] [CE 4.493 (4.476)] [KD 4.149 (4.371)] +2024-10-13 12:22:33,725 - Train: 68.98% [862900/1251000] [689.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000681] [CE 5.069 (4.541)] [KD 4.941 (4.432)] +2024-10-13 12:22:41,308 - Train: 68.98% [862950/1251000] [689.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000681] [CE 4.475 (4.485)] [KD 4.412 (4.439)] +2024-10-13 12:22:48,743 - Train: 68.98% [863000/1251000] [689.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000681] [CE 4.657 (4.514)] [KD 4.332 (4.429)] +2024-10-13 12:22:56,352 - Train: 68.99% [863050/1251000] [689.9/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000681] [CE 4.490 (4.571)] [KD 4.294 (4.454)] +2024-10-13 12:23:04,028 - Train: 68.99% [863100/1251000] [689.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.000681] [CE 4.851 (4.527)] [KD 4.472 (4.391)] +2024-10-13 12:23:11,744 - Train: 69.00% [863150/1251000] [690.0/1000.0] [batch_t 0.162 (0.154)] [data_t 0.005] [optim_t 0.157] [lr 0.000680] [CE 4.758 (4.528)] [KD 4.716 (4.468)] +2024-10-13 12:23:23,225 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34452] [top5_cnt 44465] [top_all 50000] +2024-10-13 12:23:23,226 - net: 68.904 (88.930) +2024-10-13 12:23:29,028 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36708] [top5_cnt 45692] [top_all 50000] +2024-10-13 12:23:29,029 - net_E: 73.416 (91.384) +2024-10-13 12:23:29,164 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.416 (epoch: 690)] +2024-10-13 12:23:29,165 - ==> Total time: 1 day, 14:36:20 Eta: 17:20:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 12:23:34,735 - Train: 69.00% [863200/1251000] [690.0/1000.0] [batch_t 0.146 (0.196)] [data_t 0.003] [optim_t 0.143] [lr 0.000680] [CE 4.684 (4.504)] [KD 4.531 (4.418)] +2024-10-13 12:23:42,291 - Train: 69.00% [863250/1251000] [690.0/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.000680] [CE 4.587 (4.499)] [KD 4.419 (4.372)] +2024-10-13 12:23:49,967 - Train: 69.01% [863300/1251000] [690.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000680] [CE 4.820 (4.474)] [KD 4.596 (4.367)] +2024-10-13 12:23:57,384 - Train: 69.01% [863350/1251000] [690.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.000680] [CE 4.530 (4.481)] [KD 4.649 (4.317)] +2024-10-13 12:24:05,356 - Train: 69.02% [863400/1251000] [690.2/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000680] [CE 4.572 (4.458)] [KD 4.325 (4.333)] +2024-10-13 12:24:12,754 - Train: 69.02% [863450/1251000] [690.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000680] [CE 4.600 (4.554)] [KD 4.507 (4.463)] +2024-10-13 12:24:20,174 - Train: 69.02% [863500/1251000] [690.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000679] [CE 4.444 (4.536)] [KD 4.151 (4.368)] +2024-10-13 12:24:27,727 - Train: 69.03% [863550/1251000] [690.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000679] [CE 4.409 (4.517)] [KD 4.514 (4.418)] +2024-10-13 12:24:35,266 - Train: 69.03% [863600/1251000] [690.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000679] [CE 4.564 (4.547)] [KD 4.324 (4.393)] +2024-10-13 12:24:42,837 - Train: 69.04% [863650/1251000] [690.4/1000.0] [batch_t 0.158 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.000679] [CE 4.867 (4.510)] [KD 4.822 (4.441)] +2024-10-13 12:24:50,777 - Train: 69.04% [863700/1251000] [690.4/1000.0] [batch_t 0.157 (0.159)] [data_t 0.005] [optim_t 0.152] [lr 0.000679] [CE 4.879 (4.552)] [KD 4.557 (4.418)] +2024-10-13 12:24:58,197 - Train: 69.04% [863750/1251000] [690.4/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.000679] [CE 4.581 (4.494)] [KD 4.375 (4.370)] +2024-10-13 12:25:05,732 - Train: 69.05% [863800/1251000] [690.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000678] [CE 5.025 (4.531)] [KD 4.737 (4.417)] +2024-10-13 12:25:13,132 - Train: 69.05% [863850/1251000] [690.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000678] [CE 4.802 (4.539)] [KD 4.627 (4.403)] +2024-10-13 12:25:20,672 - Train: 69.06% [863900/1251000] [690.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000678] [CE 3.831 (4.538)] [KD 3.998 (4.465)] +2024-10-13 12:25:28,353 - Train: 69.06% [863950/1251000] [690.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.000678] [CE 4.110 (4.506)] [KD 4.156 (4.432)] +2024-10-13 12:25:35,997 - Train: 69.06% [864000/1251000] [690.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000678] [CE 4.349 (4.550)] [KD 4.498 (4.421)] +2024-10-13 12:25:43,535 - Train: 69.07% [864050/1251000] [690.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000678] [CE 4.817 (4.441)] [KD 4.598 (4.386)] +2024-10-13 12:25:51,054 - Train: 69.07% [864100/1251000] [690.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000678] [CE 4.193 (4.442)] [KD 4.232 (4.400)] +2024-10-13 12:25:58,677 - Train: 69.08% [864150/1251000] [690.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000677] [CE 4.763 (4.463)] [KD 4.401 (4.400)] +2024-10-13 12:26:06,136 - Train: 69.08% [864200/1251000] [690.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000677] [CE 4.460 (4.450)] [KD 4.482 (4.381)] +2024-10-13 12:26:13,907 - Train: 69.08% [864250/1251000] [690.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.144] [lr 0.000677] [CE 5.088 (4.557)] [KD 4.913 (4.478)] +2024-10-13 12:26:21,503 - Train: 69.09% [864300/1251000] [690.9/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000677] [CE 4.243 (4.431)] [KD 4.278 (4.454)] +2024-10-13 12:26:29,004 - Train: 69.09% [864350/1251000] [690.9/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.000677] [CE 5.074 (4.467)] [KD 4.632 (4.407)] +2024-10-13 12:26:36,608 - Train: 69.10% [864400/1251000] [691.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000677] [CE 4.712 (4.519)] [KD 4.401 (4.450)] +2024-10-13 12:26:48,250 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34760] [top5_cnt 44559] [top_all 50000] +2024-10-13 12:26:48,250 - net: 69.520 (89.118) +2024-10-13 12:26:53,983 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 36696] [top5_cnt 45730] [top_all 50000] +2024-10-13 12:26:53,984 - net_E: 73.392 (91.460) +2024-10-13 12:26:54,100 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.416 (epoch: 690)] +2024-10-13 12:26:54,100 - ==> Total time: 1 day, 14:39:45 Eta: 17:17:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 12:26:57,336 - Train: 69.10% [864450/1251000] [691.0/1000.0] [batch_t 0.155 (0.201)] [data_t 0.006] [optim_t 0.148] [lr 0.000676] [CE 4.537 (4.625)] [KD 4.279 (4.332)] +2024-10-13 12:27:05,082 - Train: 69.10% [864500/1251000] [691.0/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.000676] [CE 4.526 (4.546)] [KD 4.521 (4.395)] +2024-10-13 12:27:12,989 - Train: 69.11% [864550/1251000] [691.1/1000.0] [batch_t 0.147 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.000676] [CE 4.374 (4.530)] [KD 4.316 (4.438)] +2024-10-13 12:27:20,590 - Train: 69.11% [864600/1251000] [691.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000676] [CE 4.480 (4.511)] [KD 4.371 (4.389)] +2024-10-13 12:27:28,050 - Train: 69.12% [864650/1251000] [691.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000676] [CE 4.607 (4.500)] [KD 4.286 (4.423)] +2024-10-13 12:27:35,463 - Train: 69.12% [864700/1251000] [691.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.000676] [CE 4.720 (4.531)] [KD 4.669 (4.400)] +2024-10-13 12:27:43,107 - Train: 69.12% [864750/1251000] [691.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000676] [CE 4.773 (4.530)] [KD 4.407 (4.398)] +2024-10-13 12:27:50,926 - Train: 69.13% [864800/1251000] [691.3/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000675] [CE 4.579 (4.538)] [KD 4.366 (4.393)] +2024-10-13 12:27:58,647 - Train: 69.13% [864850/1251000] [691.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000675] [CE 4.637 (4.497)] [KD 4.311 (4.425)] +2024-10-13 12:28:06,305 - Train: 69.14% [864900/1251000] [691.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000675] [CE 4.683 (4.513)] [KD 4.673 (4.434)] +2024-10-13 12:28:13,855 - Train: 69.14% [864950/1251000] [691.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000675] [CE 4.175 (4.450)] [KD 4.234 (4.377)] +2024-10-13 12:28:21,326 - Train: 69.14% [865000/1251000] [691.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000675] [CE 4.017 (4.502)] [KD 4.079 (4.401)] +2024-10-13 12:28:28,832 - Train: 69.15% [865050/1251000] [691.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000675] [CE 4.247 (4.528)] [KD 4.390 (4.436)] +2024-10-13 12:28:36,462 - Train: 69.15% [865100/1251000] [691.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000674] [CE 4.562 (4.506)] [KD 4.439 (4.428)] +2024-10-13 12:28:44,182 - Train: 69.16% [865150/1251000] [691.6/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000674] [CE 4.882 (4.454)] [KD 4.683 (4.437)] +2024-10-13 12:28:51,778 - Train: 69.16% [865200/1251000] [691.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.000674] [CE 4.225 (4.480)] [KD 4.366 (4.425)] +2024-10-13 12:28:59,489 - Train: 69.16% [865250/1251000] [691.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000674] [CE 4.508 (4.520)] [KD 4.505 (4.430)] +2024-10-13 12:29:06,954 - Train: 69.17% [865300/1251000] [691.7/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.151] [lr 0.000674] [CE 4.524 (4.525)] [KD 4.533 (4.381)] +2024-10-13 12:29:14,454 - Train: 69.17% [865350/1251000] [691.7/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.000674] [CE 4.169 (4.517)] [KD 4.378 (4.399)] +2024-10-13 12:29:22,309 - Train: 69.18% [865400/1251000] [691.8/1000.0] [batch_t 0.146 (0.157)] [data_t 0.003] [optim_t 0.143] [lr 0.000674] [CE 4.183 (4.492)] [KD 4.322 (4.415)] +2024-10-13 12:29:29,765 - Train: 69.18% [865450/1251000] [691.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000673] [CE 4.691 (4.512)] [KD 4.499 (4.408)] +2024-10-13 12:29:37,255 - Train: 69.18% [865500/1251000] [691.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000673] [CE 4.512 (4.436)] [KD 4.436 (4.351)] +2024-10-13 12:29:44,689 - Train: 69.19% [865550/1251000] [691.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.007] [optim_t 0.142] [lr 0.000673] [CE 4.608 (4.493)] [KD 4.410 (4.386)] +2024-10-13 12:29:52,464 - Train: 69.19% [865600/1251000] [691.9/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000673] [CE 4.964 (4.526)] [KD 4.707 (4.462)] +2024-10-13 12:30:00,340 - Train: 69.20% [865650/1251000] [692.0/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000673] [CE 4.626 (4.428)] [KD 4.648 (4.375)] +2024-10-13 12:30:12,622 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.107)] [top1_cnt 34456] [top5_cnt 44417] [top_all 50000] +2024-10-13 12:30:12,623 - net: 68.912 (88.834) +2024-10-13 12:30:18,459 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.106)] [top1_cnt 36684] [top5_cnt 45707] [top_all 50000] +2024-10-13 12:30:18,459 - net_E: 73.368 (91.414) +2024-10-13 12:30:18,606 - Max [top1: 69.696 (epoch: 667)] [top1-ema: 73.416 (epoch: 690)] +2024-10-13 12:30:18,606 - ==> Total time: 1 day, 14:43:09 Eta: 17:14:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 12:30:21,724 - Train: 69.20% [865700/1251000] [692.0/1000.0] [batch_t 0.145 (0.211)] [data_t 0.004] [optim_t 0.141] [lr 0.000673] [CE 4.377 (4.478)] [KD 4.208 (4.399)] +2024-10-13 12:30:29,135 - Train: 69.20% [865750/1251000] [692.0/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.000672] [CE 4.190 (4.465)] [KD 4.205 (4.410)] +2024-10-13 12:30:36,655 - Train: 69.21% [865800/1251000] [692.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000672] [CE 4.067 (4.502)] [KD 4.111 (4.428)] +2024-10-13 12:30:44,047 - Train: 69.21% [865850/1251000] [692.1/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.149] [lr 0.000672] [CE 4.187 (4.478)] [KD 4.310 (4.406)] +2024-10-13 12:30:51,494 - Train: 69.22% [865900/1251000] [692.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000672] [CE 4.615 (4.482)] [KD 4.419 (4.386)] +2024-10-13 12:30:59,188 - Train: 69.22% [865950/1251000] [692.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000672] [CE 4.779 (4.488)] [KD 4.635 (4.346)] +2024-10-13 12:31:06,892 - Train: 69.22% [866000/1251000] [692.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000672] [CE 4.146 (4.531)] [KD 3.910 (4.393)] +2024-10-13 12:31:14,667 - Train: 69.23% [866050/1251000] [692.3/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.000672] [CE 4.285 (4.558)] [KD 4.281 (4.492)] +2024-10-13 12:31:22,187 - Train: 69.23% [866100/1251000] [692.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000671] [CE 4.276 (4.500)] [KD 4.189 (4.361)] +2024-10-13 12:31:29,562 - Train: 69.24% [866150/1251000] [692.4/1000.0] [batch_t 0.144 (0.147)] [data_t 0.006] [optim_t 0.139] [lr 0.000671] [CE 4.596 (4.563)] [KD 4.307 (4.462)] +2024-10-13 12:31:37,075 - Train: 69.24% [866200/1251000] [692.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000671] [CE 4.422 (4.444)] [KD 4.435 (4.429)] +2024-10-13 12:31:44,613 - Train: 69.24% [866250/1251000] [692.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000671] [CE 4.235 (4.498)] [KD 4.407 (4.395)] +2024-10-13 12:31:52,265 - Train: 69.25% [866300/1251000] [692.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000671] [CE 4.784 (4.484)] [KD 4.591 (4.405)] +2024-10-13 12:31:59,779 - Train: 69.25% [866350/1251000] [692.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000671] [CE 5.144 (4.544)] [KD 4.612 (4.399)] +2024-10-13 12:32:07,221 - Train: 69.26% [866400/1251000] [692.6/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000670] [CE 4.517 (4.596)] [KD 4.364 (4.467)] +2024-10-13 12:32:14,730 - Train: 69.26% [866450/1251000] [692.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000670] [CE 4.689 (4.531)] [KD 4.532 (4.498)] +2024-10-13 12:32:22,379 - Train: 69.26% [866500/1251000] [692.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000670] [CE 4.142 (4.447)] [KD 4.411 (4.380)] +2024-10-13 12:32:30,013 - Train: 69.27% [866550/1251000] [692.7/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.000670] [CE 4.678 (4.471)] [KD 4.545 (4.419)] +2024-10-13 12:32:37,671 - Train: 69.27% [866600/1251000] [692.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000670] [CE 4.839 (4.536)] [KD 4.600 (4.455)] +2024-10-13 12:32:45,261 - Train: 69.28% [866650/1251000] [692.8/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.000670] [CE 4.196 (4.481)] [KD 4.385 (4.418)] +2024-10-13 12:32:52,727 - Train: 69.28% [866700/1251000] [692.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000670] [CE 4.451 (4.548)] [KD 4.647 (4.470)] +2024-10-13 12:33:00,230 - Train: 69.28% [866750/1251000] [692.8/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.000669] [CE 4.431 (4.471)] [KD 4.204 (4.408)] +2024-10-13 12:33:07,830 - Train: 69.29% [866800/1251000] [692.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.009] [optim_t 0.144] [lr 0.000669] [CE 4.422 (4.479)] [KD 4.464 (4.445)] +2024-10-13 12:33:15,354 - Train: 69.29% [866850/1251000] [692.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000669] [CE 4.407 (4.517)] [KD 4.638 (4.451)] +2024-10-13 12:33:23,096 - Train: 69.30% [866900/1251000] [693.0/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000669] [CE 4.651 (4.483)] [KD 4.377 (4.404)] +2024-10-13 12:33:35,087 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 34979] [top5_cnt 44807] [top_all 50000] +2024-10-13 12:33:35,087 - net: 69.958 (89.614) +2024-10-13 12:33:41,102 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.111)] [top1_cnt 36694] [top5_cnt 45742] [top_all 50000] +2024-10-13 12:33:41,102 - net_E: 73.388 (91.484) +2024-10-13 12:33:41,233 - Max [top1: 69.958 (epoch: 693)] [top1-ema: 73.416 (epoch: 690)] +2024-10-13 12:33:41,233 - ==> Total time: 1 day, 14:46:32 Eta: 17:10:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 12:33:44,982 - Train: 69.30% [866950/1251000] [693.0/1000.0] [batch_t 0.145 (0.206)] [data_t 0.003] [optim_t 0.142] [lr 0.000669] [CE 4.925 (4.542)] [KD 4.635 (4.362)] +2024-10-13 12:33:52,439 - Train: 69.30% [867000/1251000] [693.0/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.000669] [CE 4.436 (4.534)] [KD 4.217 (4.384)] +2024-10-13 12:34:00,069 - Train: 69.31% [867050/1251000] [693.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000668] [CE 4.436 (4.509)] [KD 4.454 (4.377)] +2024-10-13 12:34:07,644 - Train: 69.31% [867100/1251000] [693.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.000668] [CE 4.318 (4.492)] [KD 3.945 (4.362)] +2024-10-13 12:34:15,032 - Train: 69.32% [867150/1251000] [693.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.000668] [CE 4.587 (4.523)] [KD 4.462 (4.420)] +2024-10-13 12:34:22,709 - Train: 69.32% [867200/1251000] [693.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000668] [CE 4.833 (4.534)] [KD 4.758 (4.424)] +2024-10-13 12:34:30,239 - Train: 69.32% [867250/1251000] [693.2/1000.0] [batch_t 0.143 (0.150)] [data_t 0.003] [optim_t 0.140] [lr 0.000668] [CE 5.012 (4.496)] [KD 4.984 (4.396)] +2024-10-13 12:34:37,810 - Train: 69.33% [867300/1251000] [693.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000668] [CE 4.607 (4.499)] [KD 4.388 (4.370)] +2024-10-13 12:34:45,433 - Train: 69.33% [867350/1251000] [693.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000668] [CE 4.397 (4.469)] [KD 4.209 (4.376)] +2024-10-13 12:34:52,809 - Train: 69.34% [867400/1251000] [693.4/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.000667] [CE 4.298 (4.544)] [KD 4.281 (4.439)] +2024-10-13 12:35:00,512 - Train: 69.34% [867450/1251000] [693.4/1000.0] [batch_t 0.142 (0.154)] [data_t 0.003] [optim_t 0.140] [lr 0.000667] [CE 4.228 (4.513)] [KD 4.344 (4.391)] +2024-10-13 12:35:07,986 - Train: 69.34% [867500/1251000] [693.4/1000.0] [batch_t 0.162 (0.149)] [data_t 0.004] [optim_t 0.158] [lr 0.000667] [CE 4.680 (4.496)] [KD 4.467 (4.402)] +2024-10-13 12:35:15,415 - Train: 69.35% [867550/1251000] [693.5/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.140] [lr 0.000667] [CE 4.200 (4.443)] [KD 4.399 (4.349)] +2024-10-13 12:35:22,751 - Train: 69.35% [867600/1251000] [693.5/1000.0] [batch_t 0.150 (0.147)] [data_t 0.005] [optim_t 0.145] [lr 0.000667] [CE 4.293 (4.410)] [KD 4.108 (4.325)] +2024-10-13 12:35:30,365 - Train: 69.36% [867650/1251000] [693.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000667] [CE 4.378 (4.452)] [KD 4.395 (4.354)] +2024-10-13 12:35:37,877 - Train: 69.36% [867700/1251000] [693.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000666] [CE 4.467 (4.467)] [KD 4.153 (4.362)] +2024-10-13 12:35:45,590 - Train: 69.36% [867750/1251000] [693.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000666] [CE 4.363 (4.463)] [KD 4.092 (4.355)] +2024-10-13 12:35:52,961 - Train: 69.37% [867800/1251000] [693.7/1000.0] [batch_t 0.145 (0.147)] [data_t 0.003] [optim_t 0.142] [lr 0.000666] [CE 4.731 (4.409)] [KD 4.488 (4.349)] +2024-10-13 12:36:00,321 - Train: 69.37% [867850/1251000] [693.7/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.000666] [CE 4.344 (4.463)] [KD 4.229 (4.388)] +2024-10-13 12:36:08,040 - Train: 69.38% [867900/1251000] [693.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000666] [CE 4.497 (4.509)] [KD 4.560 (4.364)] +2024-10-13 12:36:15,547 - Train: 69.38% [867950/1251000] [693.8/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.151] [lr 0.000666] [CE 4.260 (4.498)] [KD 4.178 (4.403)] +2024-10-13 12:36:23,061 - Train: 69.38% [868000/1251000] [693.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000666] [CE 4.134 (4.407)] [KD 4.299 (4.346)] +2024-10-13 12:36:30,683 - Train: 69.39% [868050/1251000] [693.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000665] [CE 4.782 (4.527)] [KD 4.613 (4.426)] +2024-10-13 12:36:38,083 - Train: 69.39% [868100/1251000] [693.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000665] [CE 4.672 (4.507)] [KD 4.404 (4.426)] +2024-10-13 12:36:45,813 - Train: 69.40% [868150/1251000] [694.0/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000665] [CE 4.254 (4.537)] [KD 4.028 (4.406)] +2024-10-13 12:36:57,937 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 34994] [top5_cnt 44736] [top_all 50000] +2024-10-13 12:36:57,937 - net: 69.988 (89.472) +2024-10-13 12:37:03,681 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 36733] [top5_cnt 45743] [top_all 50000] +2024-10-13 12:37:03,682 - net_E: 73.466 (91.486) +2024-10-13 12:37:03,810 - Max [top1: 69.988 (epoch: 694)] [top1-ema: 73.466 (epoch: 694)] +2024-10-13 12:37:03,811 - ==> Total time: 1 day, 14:49:54 Eta: 17:07:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 12:37:10,366 - Train: 69.40% [868200/1251000] [694.0/1000.0] [batch_t 0.146 (0.235)] [data_t 0.004] [optim_t 0.143] [lr 0.000665] [CE 4.269 (4.357)] [KD 4.204 (4.372)] +2024-10-13 12:37:17,891 - Train: 69.40% [868250/1251000] [694.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000665] [CE 4.822 (4.475)] [KD 4.851 (4.373)] +2024-10-13 12:37:25,522 - Train: 69.41% [868300/1251000] [694.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000665] [CE 3.839 (4.433)] [KD 4.109 (4.325)] +2024-10-13 12:37:33,239 - Train: 69.41% [868350/1251000] [694.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000664] [CE 4.289 (4.481)] [KD 4.268 (4.385)] +2024-10-13 12:37:40,791 - Train: 69.42% [868400/1251000] [694.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.008] [optim_t 0.141] [lr 0.000664] [CE 4.395 (4.508)] [KD 4.251 (4.398)] +2024-10-13 12:37:48,446 - Train: 69.42% [868450/1251000] [694.2/1000.0] [batch_t 0.143 (0.153)] [data_t 0.003] [optim_t 0.140] [lr 0.000664] [CE 4.366 (4.477)] [KD 4.303 (4.423)] +2024-10-13 12:37:55,878 - Train: 69.42% [868500/1251000] [694.2/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000664] [CE 4.568 (4.480)] [KD 4.434 (4.408)] +2024-10-13 12:38:03,468 - Train: 69.43% [868550/1251000] [694.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.000664] [CE 4.903 (4.554)] [KD 4.501 (4.433)] +2024-10-13 12:38:10,951 - Train: 69.43% [868600/1251000] [694.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000664] [CE 5.005 (4.439)] [KD 4.650 (4.388)] +2024-10-13 12:38:18,717 - Train: 69.44% [868650/1251000] [694.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000664] [CE 5.030 (4.471)] [KD 4.757 (4.341)] +2024-10-13 12:38:26,296 - Train: 69.44% [868700/1251000] [694.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000663] [CE 4.606 (4.530)] [KD 4.631 (4.414)] +2024-10-13 12:38:34,111 - Train: 69.44% [868750/1251000] [694.4/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000663] [CE 4.729 (4.459)] [KD 4.458 (4.380)] +2024-10-13 12:38:41,835 - Train: 69.45% [868800/1251000] [694.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000663] [CE 4.251 (4.440)] [KD 4.276 (4.384)] +2024-10-13 12:38:49,430 - Train: 69.45% [868850/1251000] [694.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000663] [CE 4.545 (4.490)] [KD 4.394 (4.382)] +2024-10-13 12:38:56,999 - Train: 69.46% [868900/1251000] [694.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000663] [CE 4.785 (4.544)] [KD 4.629 (4.453)] +2024-10-13 12:39:04,521 - Train: 69.46% [868950/1251000] [694.6/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.000663] [CE 4.018 (4.330)] [KD 4.099 (4.356)] +2024-10-13 12:39:12,134 - Train: 69.46% [869000/1251000] [694.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000662] [CE 4.185 (4.475)] [KD 4.150 (4.388)] +2024-10-13 12:39:19,926 - Train: 69.47% [869050/1251000] [694.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000662] [CE 4.434 (4.416)] [KD 4.456 (4.353)] +2024-10-13 12:39:27,642 - Train: 69.47% [869100/1251000] [694.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000662] [CE 4.463 (4.488)] [KD 4.263 (4.329)] +2024-10-13 12:39:35,415 - Train: 69.48% [869150/1251000] [694.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000662] [CE 4.535 (4.495)] [KD 4.531 (4.373)] +2024-10-13 12:39:43,094 - Train: 69.48% [869200/1251000] [694.8/1000.0] [batch_t 0.170 (0.153)] [data_t 0.004] [optim_t 0.166] [lr 0.000662] [CE 4.683 (4.468)] [KD 4.427 (4.381)] +2024-10-13 12:39:50,872 - Train: 69.48% [869250/1251000] [694.8/1000.0] [batch_t 0.146 (0.155)] [data_t 0.006] [optim_t 0.140] [lr 0.000662] [CE 4.777 (4.545)] [KD 4.403 (4.392)] +2024-10-13 12:39:58,474 - Train: 69.49% [869300/1251000] [694.9/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000662] [CE 4.488 (4.628)] [KD 4.306 (4.421)] +2024-10-13 12:40:06,044 - Train: 69.49% [869350/1251000] [694.9/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000661] [CE 4.505 (4.418)] [KD 4.379 (4.333)] +2024-10-13 12:40:13,590 - Train: 69.50% [869400/1251000] [695.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000661] [CE 4.036 (4.552)] [KD 4.091 (4.473)] +2024-10-13 12:40:26,084 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.111)] [top1_cnt 34368] [top5_cnt 44465] [top_all 50000] +2024-10-13 12:40:26,084 - net: 68.736 (88.930) +2024-10-13 12:40:31,980 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 36733] [top5_cnt 45736] [top_all 50000] +2024-10-13 12:40:31,980 - net_E: 73.466 (91.472) +2024-10-13 12:40:32,101 - Max [top1: 69.988 (epoch: 694)] [top1-ema: 73.466 (epoch: 694)] +2024-10-13 12:40:32,101 - ==> Total time: 1 day, 14:53:23 Eta: 17:04:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 12:40:35,202 - Train: 69.50% [869450/1251000] [695.0/1000.0] [batch_t 0.144 (0.247)] [data_t 0.005] [optim_t 0.139] [lr 0.000661] [CE 5.030 (4.610)] [KD 4.888 (4.400)] +2024-10-13 12:40:42,783 - Train: 69.50% [869500/1251000] [695.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000661] [CE 4.643 (4.480)] [KD 4.392 (4.384)] +2024-10-13 12:40:50,365 - Train: 69.51% [869550/1251000] [695.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000661] [CE 4.372 (4.457)] [KD 4.472 (4.295)] +2024-10-13 12:40:57,965 - Train: 69.51% [869600/1251000] [695.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000661] [CE 4.740 (4.489)] [KD 4.737 (4.359)] +2024-10-13 12:41:05,766 - Train: 69.52% [869650/1251000] [695.2/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.000660] [CE 4.192 (4.440)] [KD 4.152 (4.345)] +2024-10-13 12:41:13,355 - Train: 69.52% [869700/1251000] [695.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000660] [CE 4.934 (4.544)] [KD 4.707 (4.402)] +2024-10-13 12:41:21,106 - Train: 69.52% [869750/1251000] [695.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000660] [CE 4.484 (4.551)] [KD 4.319 (4.430)] +2024-10-13 12:41:28,688 - Train: 69.53% [869800/1251000] [695.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000660] [CE 4.308 (4.415)] [KD 4.311 (4.316)] +2024-10-13 12:41:36,176 - Train: 69.53% [869850/1251000] [695.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000660] [CE 4.740 (4.512)] [KD 4.443 (4.392)] +2024-10-13 12:41:43,829 - Train: 69.54% [869900/1251000] [695.4/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000660] [CE 4.671 (4.485)] [KD 4.508 (4.413)] +2024-10-13 12:41:51,503 - Train: 69.54% [869950/1251000] [695.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000660] [CE 4.057 (4.519)] [KD 4.268 (4.371)] +2024-10-13 12:41:59,086 - Train: 69.54% [870000/1251000] [695.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000659] [CE 4.518 (4.491)] [KD 4.546 (4.392)] +2024-10-13 12:42:06,822 - Train: 69.55% [870050/1251000] [695.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000659] [CE 4.740 (4.504)] [KD 4.619 (4.442)] +2024-10-13 12:42:14,430 - Train: 69.55% [870100/1251000] [695.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000659] [CE 4.638 (4.514)] [KD 4.132 (4.398)] +2024-10-13 12:42:21,875 - Train: 69.56% [870150/1251000] [695.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000659] [CE 4.354 (4.522)] [KD 4.290 (4.385)] +2024-10-13 12:42:29,550 - Train: 69.56% [870200/1251000] [695.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000659] [CE 4.837 (4.443)] [KD 4.661 (4.367)] +2024-10-13 12:42:37,125 - Train: 69.56% [870250/1251000] [695.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000659] [CE 4.239 (4.472)] [KD 4.172 (4.424)] +2024-10-13 12:42:44,572 - Train: 69.57% [870300/1251000] [695.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000659] [CE 4.279 (4.501)] [KD 4.297 (4.379)] +2024-10-13 12:42:52,316 - Train: 69.57% [870350/1251000] [695.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000658] [CE 4.803 (4.454)] [KD 4.795 (4.369)] +2024-10-13 12:42:59,880 - Train: 69.58% [870400/1251000] [695.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000658] [CE 4.636 (4.504)] [KD 4.638 (4.394)] +2024-10-13 12:43:07,514 - Train: 69.58% [870450/1251000] [695.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000658] [CE 4.011 (4.483)] [KD 3.992 (4.396)] +2024-10-13 12:43:15,273 - Train: 69.58% [870500/1251000] [695.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000658] [CE 4.457 (4.471)] [KD 4.407 (4.389)] +2024-10-13 12:43:22,863 - Train: 69.59% [870550/1251000] [695.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000658] [CE 4.106 (4.502)] [KD 4.320 (4.397)] +2024-10-13 12:43:30,554 - Train: 69.59% [870600/1251000] [695.9/1000.0] [batch_t 0.144 (0.154)] [data_t 0.006] [optim_t 0.138] [lr 0.000658] [CE 5.000 (4.443)] [KD 4.626 (4.415)] +2024-10-13 12:43:37,970 - Train: 69.60% [870650/1251000] [696.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000657] [CE 4.472 (4.462)] [KD 4.144 (4.372)] +2024-10-13 12:43:50,476 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 34927] [top5_cnt 44678] [top_all 50000] +2024-10-13 12:43:50,476 - net: 69.854 (89.356) +2024-10-13 12:43:56,259 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 36734] [top5_cnt 45737] [top_all 50000] +2024-10-13 12:43:56,260 - net_E: 73.468 (91.474) +2024-10-13 12:43:56,399 - Max [top1: 69.988 (epoch: 694)] [top1-ema: 73.468 (epoch: 696)] +2024-10-13 12:43:56,400 - ==> Total time: 1 day, 14:56:47 Eta: 17:00:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 12:44:00,236 - Train: 69.60% [870700/1251000] [696.0/1000.0] [batch_t 0.147 (0.258)] [data_t 0.004] [optim_t 0.143] [lr 0.000657] [CE 4.609 (4.405)] [KD 4.399 (4.193)] +2024-10-13 12:44:07,813 - Train: 69.60% [870750/1251000] [696.0/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000657] [CE 4.669 (4.489)] [KD 4.495 (4.347)] +2024-10-13 12:44:15,281 - Train: 69.61% [870800/1251000] [696.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.000657] [CE 4.471 (4.436)] [KD 4.330 (4.317)] +2024-10-13 12:44:23,264 - Train: 69.61% [870850/1251000] [696.1/1000.0] [batch_t 0.147 (0.160)] [data_t 0.004] [optim_t 0.143] [lr 0.000657] [CE 4.592 (4.458)] [KD 4.497 (4.355)] +2024-10-13 12:44:30,717 - Train: 69.62% [870900/1251000] [696.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.000657] [CE 4.519 (4.489)] [KD 4.662 (4.418)] +2024-10-13 12:44:38,592 - Train: 69.62% [870950/1251000] [696.2/1000.0] [batch_t 0.156 (0.157)] [data_t 0.006] [optim_t 0.150] [lr 0.000657] [CE 4.102 (4.564)] [KD 4.312 (4.456)] +2024-10-13 12:44:46,051 - Train: 69.62% [871000/1251000] [696.2/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.000656] [CE 4.523 (4.469)] [KD 4.619 (4.342)] +2024-10-13 12:44:53,585 - Train: 69.63% [871050/1251000] [696.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000656] [CE 4.654 (4.526)] [KD 4.740 (4.416)] +2024-10-13 12:45:01,063 - Train: 69.63% [871100/1251000] [696.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000656] [CE 3.919 (4.512)] [KD 4.379 (4.412)] +2024-10-13 12:45:08,743 - Train: 69.64% [871150/1251000] [696.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000656] [CE 4.390 (4.446)] [KD 4.241 (4.337)] +2024-10-13 12:45:16,295 - Train: 69.64% [871200/1251000] [696.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000656] [CE 4.576 (4.479)] [KD 4.251 (4.364)] +2024-10-13 12:45:23,841 - Train: 69.64% [871250/1251000] [696.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000656] [CE 4.228 (4.518)] [KD 4.285 (4.391)] +2024-10-13 12:45:31,606 - Train: 69.65% [871300/1251000] [696.5/1000.0] [batch_t 0.146 (0.155)] [data_t 0.006] [optim_t 0.140] [lr 0.000655] [CE 4.438 (4.475)] [KD 4.431 (4.405)] +2024-10-13 12:45:39,154 - Train: 69.65% [871350/1251000] [696.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000655] [CE 4.414 (4.508)] [KD 4.180 (4.371)] +2024-10-13 12:45:46,709 - Train: 69.66% [871400/1251000] [696.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000655] [CE 4.459 (4.456)] [KD 4.422 (4.379)] +2024-10-13 12:45:54,269 - Train: 69.66% [871450/1251000] [696.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000655] [CE 4.725 (4.473)] [KD 4.522 (4.401)] +2024-10-13 12:46:01,886 - Train: 69.66% [871500/1251000] [696.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000655] [CE 4.716 (4.446)] [KD 4.577 (4.364)] +2024-10-13 12:46:09,514 - Train: 69.67% [871550/1251000] [696.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000655] [CE 4.494 (4.519)] [KD 4.882 (4.425)] +2024-10-13 12:46:17,126 - Train: 69.67% [871600/1251000] [696.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.000655] [CE 5.018 (4.568)] [KD 4.979 (4.450)] +2024-10-13 12:46:24,729 - Train: 69.68% [871650/1251000] [696.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000654] [CE 4.742 (4.504)] [KD 4.520 (4.402)] +2024-10-13 12:46:32,577 - Train: 69.68% [871700/1251000] [696.8/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000654] [CE 4.143 (4.546)] [KD 3.983 (4.390)] +2024-10-13 12:46:40,102 - Train: 69.68% [871750/1251000] [696.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000654] [CE 4.193 (4.528)] [KD 4.076 (4.361)] +2024-10-13 12:46:47,777 - Train: 69.69% [871800/1251000] [696.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000654] [CE 3.759 (4.445)] [KD 3.892 (4.343)] +2024-10-13 12:46:55,263 - Train: 69.69% [871850/1251000] [696.9/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000654] [CE 4.055 (4.466)] [KD 3.935 (4.342)] +2024-10-13 12:47:02,882 - Train: 69.70% [871900/1251000] [697.0/1000.0] [batch_t 0.166 (0.152)] [data_t 0.003] [optim_t 0.163] [lr 0.000654] [CE 4.206 (4.494)] [KD 4.251 (4.385)] +2024-10-13 12:47:15,497 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 34612] [top5_cnt 44496] [top_all 50000] +2024-10-13 12:47:15,498 - net: 69.224 (88.992) +2024-10-13 12:47:21,211 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 36771] [top5_cnt 45743] [top_all 50000] +2024-10-13 12:47:21,211 - net_E: 73.542 (91.486) +2024-10-13 12:47:21,343 - Max [top1: 69.988 (epoch: 694)] [top1-ema: 73.542 (epoch: 697)] +2024-10-13 12:47:21,343 - ==> Total time: 1 day, 15:00:12 Eta: 16:57:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 12:47:25,184 - Train: 69.70% [871950/1251000] [697.0/1000.0] [batch_t 0.146 (0.316)] [data_t 0.003] [optim_t 0.143] [lr 0.000653] [CE 4.729 (4.608)] [KD 4.416 (4.332)] +2024-10-13 12:47:32,780 - Train: 69.70% [872000/1251000] [697.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000653] [CE 4.397 (4.413)] [KD 4.187 (4.310)] +2024-10-13 12:47:40,312 - Train: 69.71% [872050/1251000] [697.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000653] [CE 4.434 (4.536)] [KD 4.206 (4.397)] +2024-10-13 12:47:48,088 - Train: 69.71% [872100/1251000] [697.1/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.000653] [CE 3.753 (4.434)] [KD 4.117 (4.354)] +2024-10-13 12:47:55,492 - Train: 69.72% [872150/1251000] [697.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000653] [CE 4.577 (4.533)] [KD 4.645 (4.383)] +2024-10-13 12:48:03,059 - Train: 69.72% [872200/1251000] [697.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000653] [CE 4.574 (4.486)] [KD 4.838 (4.344)] +2024-10-13 12:48:10,730 - Train: 69.72% [872250/1251000] [697.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000653] [CE 4.358 (4.591)] [KD 4.555 (4.447)] +2024-10-13 12:48:18,280 - Train: 69.73% [872300/1251000] [697.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000652] [CE 3.913 (4.487)] [KD 3.993 (4.398)] +2024-10-13 12:48:25,687 - Train: 69.73% [872350/1251000] [697.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000652] [CE 4.700 (4.548)] [KD 4.582 (4.444)] +2024-10-13 12:48:33,120 - Train: 69.74% [872400/1251000] [697.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000652] [CE 4.503 (4.513)] [KD 4.174 (4.414)] +2024-10-13 12:48:40,720 - Train: 69.74% [872450/1251000] [697.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000652] [CE 4.583 (4.459)] [KD 4.164 (4.352)] +2024-10-13 12:48:48,237 - Train: 69.74% [872500/1251000] [697.4/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.000652] [CE 4.747 (4.562)] [KD 4.359 (4.464)] +2024-10-13 12:48:55,793 - Train: 69.75% [872550/1251000] [697.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000652] [CE 4.210 (4.476)] [KD 4.311 (4.376)] +2024-10-13 12:49:03,298 - Train: 69.75% [872600/1251000] [697.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000652] [CE 4.486 (4.528)] [KD 4.398 (4.401)] +2024-10-13 12:49:10,982 - Train: 69.76% [872650/1251000] [697.6/1000.0] [batch_t 0.158 (0.154)] [data_t 0.005] [optim_t 0.153] [lr 0.000651] [CE 4.678 (4.592)] [KD 4.590 (4.439)] +2024-10-13 12:49:18,834 - Train: 69.76% [872700/1251000] [697.6/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000651] [CE 4.438 (4.481)] [KD 4.519 (4.370)] +2024-10-13 12:49:26,225 - Train: 69.76% [872750/1251000] [697.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000651] [CE 4.902 (4.509)] [KD 4.645 (4.401)] +2024-10-13 12:49:33,721 - Train: 69.77% [872800/1251000] [697.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000651] [CE 4.439 (4.458)] [KD 4.495 (4.389)] +2024-10-13 12:49:41,134 - Train: 69.77% [872850/1251000] [697.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000651] [CE 4.441 (4.541)] [KD 4.143 (4.425)] +2024-10-13 12:49:48,642 - Train: 69.78% [872900/1251000] [697.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000651] [CE 4.753 (4.545)] [KD 4.535 (4.376)] +2024-10-13 12:49:56,241 - Train: 69.78% [872950/1251000] [697.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000650] [CE 4.181 (4.519)] [KD 4.365 (4.431)] +2024-10-13 12:50:03,708 - Train: 69.78% [873000/1251000] [697.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.000650] [CE 4.759 (4.538)] [KD 4.684 (4.435)] +2024-10-13 12:50:11,335 - Train: 69.79% [873050/1251000] [697.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000650] [CE 4.131 (4.536)] [KD 4.425 (4.429)] +2024-10-13 12:50:19,021 - Train: 69.79% [873100/1251000] [697.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000650] [CE 4.280 (4.486)] [KD 4.246 (4.357)] +2024-10-13 12:50:26,585 - Train: 69.80% [873150/1251000] [698.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000650] [CE 4.403 (4.492)] [KD 4.249 (4.373)] +2024-10-13 12:50:39,329 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 34879] [top5_cnt 44688] [top_all 50000] +2024-10-13 12:50:39,329 - net: 69.758 (89.376) +2024-10-13 12:50:45,121 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.107)] [top1_cnt 36734] [top5_cnt 45757] [top_all 50000] +2024-10-13 12:50:45,122 - net_E: 73.468 (91.514) +2024-10-13 12:50:45,241 - Max [top1: 69.988 (epoch: 694)] [top1-ema: 73.542 (epoch: 697)] +2024-10-13 12:50:45,242 - ==> Total time: 1 day, 15:03:36 Eta: 16:53:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 12:50:47,532 - Train: 69.80% [873200/1251000] [698.0/1000.0] [batch_t 0.156 (0.376)] [data_t 0.003] [optim_t 0.153] [lr 0.000650] [CE 4.264 (3.938)] [KD 4.124 (4.080)] +2024-10-13 12:50:55,115 - Train: 69.80% [873250/1251000] [698.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000650] [CE 4.607 (4.457)] [KD 4.264 (4.291)] +2024-10-13 12:51:02,827 - Train: 69.81% [873300/1251000] [698.1/1000.0] [batch_t 0.161 (0.154)] [data_t 0.004] [optim_t 0.157] [lr 0.000649] [CE 4.792 (4.479)] [KD 4.671 (4.354)] +2024-10-13 12:51:10,728 - Train: 69.81% [873350/1251000] [698.1/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000649] [CE 4.640 (4.492)] [KD 4.312 (4.353)] +2024-10-13 12:51:18,544 - Train: 69.82% [873400/1251000] [698.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000649] [CE 3.987 (4.486)] [KD 3.989 (4.331)] +2024-10-13 12:51:26,071 - Train: 69.82% [873450/1251000] [698.2/1000.0] [batch_t 0.159 (0.150)] [data_t 0.005] [optim_t 0.154] [lr 0.000649] [CE 4.797 (4.481)] [KD 4.295 (4.355)] +2024-10-13 12:51:33,914 - Train: 69.82% [873500/1251000] [698.2/1000.0] [batch_t 0.309 (0.157)] [data_t 0.003] [optim_t 0.306] [lr 0.000649] [CE 4.252 (4.472)] [KD 4.351 (4.319)] +2024-10-13 12:51:41,390 - Train: 69.83% [873550/1251000] [698.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000649] [CE 4.761 (4.493)] [KD 4.486 (4.420)] +2024-10-13 12:51:48,937 - Train: 69.83% [873600/1251000] [698.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000648] [CE 3.670 (4.490)] [KD 3.840 (4.406)] +2024-10-13 12:51:56,412 - Train: 69.84% [873650/1251000] [698.4/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.000648] [CE 4.699 (4.473)] [KD 4.155 (4.372)] +2024-10-13 12:52:04,043 - Train: 69.84% [873700/1251000] [698.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000648] [CE 4.836 (4.440)] [KD 4.593 (4.308)] +2024-10-13 12:52:11,797 - Train: 69.84% [873750/1251000] [698.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000648] [CE 4.520 (4.442)] [KD 4.432 (4.365)] +2024-10-13 12:52:19,336 - Train: 69.85% [873800/1251000] [698.5/1000.0] [batch_t 0.159 (0.151)] [data_t 0.008] [optim_t 0.152] [lr 0.000648] [CE 4.683 (4.541)] [KD 4.437 (4.381)] +2024-10-13 12:52:26,875 - Train: 69.85% [873850/1251000] [698.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000648] [CE 4.141 (4.511)] [KD 4.168 (4.376)] +2024-10-13 12:52:34,608 - Train: 69.86% [873900/1251000] [698.6/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000648] [CE 5.147 (4.500)] [KD 4.691 (4.378)] +2024-10-13 12:52:42,266 - Train: 69.86% [873950/1251000] [698.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000647] [CE 4.565 (4.497)] [KD 4.320 (4.378)] +2024-10-13 12:52:49,704 - Train: 69.86% [874000/1251000] [698.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000647] [CE 4.550 (4.468)] [KD 4.189 (4.356)] +2024-10-13 12:52:57,254 - Train: 69.87% [874050/1251000] [698.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000647] [CE 4.333 (4.520)] [KD 4.056 (4.356)] +2024-10-13 12:53:04,702 - Train: 69.87% [874100/1251000] [698.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000647] [CE 4.592 (4.471)] [KD 4.434 (4.378)] +2024-10-13 12:53:12,303 - Train: 69.88% [874150/1251000] [698.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000647] [CE 4.837 (4.485)] [KD 4.640 (4.390)] +2024-10-13 12:53:20,171 - Train: 69.88% [874200/1251000] [698.8/1000.0] [batch_t 0.146 (0.157)] [data_t 0.003] [optim_t 0.143] [lr 0.000647] [CE 4.222 (4.472)] [KD 4.182 (4.355)] +2024-10-13 12:53:27,750 - Train: 69.88% [874250/1251000] [698.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000647] [CE 3.936 (4.524)] [KD 3.907 (4.349)] +2024-10-13 12:53:35,214 - Train: 69.89% [874300/1251000] [698.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000646] [CE 4.889 (4.487)] [KD 4.466 (4.353)] +2024-10-13 12:53:43,024 - Train: 69.89% [874350/1251000] [698.9/1000.0] [batch_t 0.155 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.000646] [CE 4.690 (4.472)] [KD 4.525 (4.333)] +2024-10-13 12:53:50,475 - Train: 69.90% [874400/1251000] [699.0/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000646] [CE 4.208 (4.494)] [KD 4.094 (4.446)] +2024-10-13 12:54:03,576 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 34882] [top5_cnt 44704] [top_all 50000] +2024-10-13 12:54:03,576 - net: 69.764 (89.408) +2024-10-13 12:54:09,400 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 36767] [top5_cnt 45743] [top_all 50000] +2024-10-13 12:54:09,400 - net_E: 73.534 (91.486) +2024-10-13 12:54:09,577 - Max [top1: 69.988 (epoch: 694)] [top1-ema: 73.542 (epoch: 697)] +2024-10-13 12:54:09,578 - ==> Total time: 1 day, 15:07:00 Eta: 16:50:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 12:54:11,909 - Train: 69.90% [874450/1251000] [699.0/1000.0] [batch_t 0.595 (0.595)] [data_t 0.407] [optim_t 0.188] [lr 0.000646] [CE 4.685 (4.685)] [KD 4.612 (4.612)] +2024-10-13 12:54:19,510 - Train: 69.90% [874500/1251000] [699.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000646] [CE 4.486 (4.479)] [KD 4.688 (4.343)] +2024-10-13 12:54:27,054 - Train: 69.91% [874550/1251000] [699.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000646] [CE 4.472 (4.481)] [KD 4.295 (4.340)] +2024-10-13 12:54:34,804 - Train: 69.91% [874600/1251000] [699.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000645] [CE 4.080 (4.440)] [KD 4.224 (4.341)] +2024-10-13 12:54:42,411 - Train: 69.92% [874650/1251000] [699.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000645] [CE 4.310 (4.463)] [KD 4.429 (4.326)] +2024-10-13 12:54:49,856 - Train: 69.92% [874700/1251000] [699.2/1000.0] [batch_t 0.152 (0.149)] [data_t 0.006] [optim_t 0.147] [lr 0.000645] [CE 4.379 (4.425)] [KD 4.400 (4.347)] +2024-10-13 12:54:57,539 - Train: 69.92% [874750/1251000] [699.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000645] [CE 4.495 (4.458)] [KD 4.280 (4.360)] +2024-10-13 12:55:05,099 - Train: 69.93% [874800/1251000] [699.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000645] [CE 4.497 (4.497)] [KD 4.318 (4.382)] +2024-10-13 12:55:12,668 - Train: 69.93% [874850/1251000] [699.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000645] [CE 4.496 (4.489)] [KD 4.447 (4.387)] +2024-10-13 12:55:20,061 - Train: 69.94% [874900/1251000] [699.4/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.000645] [CE 4.198 (4.492)] [KD 4.339 (4.359)] +2024-10-13 12:55:27,697 - Train: 69.94% [874950/1251000] [699.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000644] [CE 4.630 (4.474)] [KD 4.280 (4.354)] +2024-10-13 12:55:35,261 - Train: 69.94% [875000/1251000] [699.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000644] [CE 4.432 (4.483)] [KD 4.239 (4.347)] +2024-10-13 12:55:42,997 - Train: 69.95% [875050/1251000] [699.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.000644] [CE 4.603 (4.467)] [KD 4.493 (4.335)] +2024-10-13 12:55:50,520 - Train: 69.95% [875100/1251000] [699.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000644] [CE 4.695 (4.493)] [KD 4.492 (4.386)] +2024-10-13 12:55:58,077 - Train: 69.96% [875150/1251000] [699.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000644] [CE 4.230 (4.540)] [KD 4.479 (4.384)] +2024-10-13 12:56:05,610 - Train: 69.96% [875200/1251000] [699.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000644] [CE 4.451 (4.608)] [KD 4.241 (4.432)] +2024-10-13 12:56:13,064 - Train: 69.96% [875250/1251000] [699.6/1000.0] [batch_t 0.156 (0.149)] [data_t 0.007] [optim_t 0.149] [lr 0.000644] [CE 5.065 (4.533)] [KD 4.740 (4.359)] +2024-10-13 12:56:20,486 - Train: 69.97% [875300/1251000] [699.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000643] [CE 4.643 (4.436)] [KD 4.675 (4.332)] +2024-10-13 12:56:28,193 - Train: 69.97% [875350/1251000] [699.7/1000.0] [batch_t 0.272 (0.154)] [data_t 0.004] [optim_t 0.268] [lr 0.000643] [CE 4.590 (4.467)] [KD 4.295 (4.368)] +2024-10-13 12:56:35,862 - Train: 69.98% [875400/1251000] [699.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000643] [CE 4.412 (4.527)] [KD 4.346 (4.413)] +2024-10-13 12:56:43,504 - Train: 69.98% [875450/1251000] [699.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000643] [CE 4.322 (4.571)] [KD 4.496 (4.448)] +2024-10-13 12:56:50,958 - Train: 69.98% [875500/1251000] [699.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000643] [CE 3.964 (4.516)] [KD 4.327 (4.384)] +2024-10-13 12:56:58,413 - Train: 69.99% [875550/1251000] [699.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.000643] [CE 4.319 (4.455)] [KD 4.172 (4.340)] +2024-10-13 12:57:06,026 - Train: 69.99% [875600/1251000] [699.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000642] [CE 4.546 (4.514)] [KD 4.166 (4.399)] +2024-10-13 12:57:13,710 - Train: 70.00% [875650/1251000] [700.0/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000642] [CE 4.661 (4.537)] [KD 4.539 (4.429)] +2024-10-13 12:57:21,169 - Train: 70.00% [875700/1251000] [700.0/1000.0] [batch_t 0.138 (0.149)] [data_t 0.003] [optim_t 0.135] [lr 0.000642] [CE 4.656 (4.483)] [KD 4.585 (4.423)] +2024-10-13 12:57:26,809 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 34606] [top5_cnt 44575] [top_all 50000] +2024-10-13 12:57:26,809 - net: 69.212 (89.150) +2024-10-13 12:57:32,744 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.102)] [top1_cnt 36768] [top5_cnt 45768] [top_all 50000] +2024-10-13 12:57:32,745 - net_E: 73.536 (91.536) +2024-10-13 12:57:32,906 - Max [top1: 69.988 (epoch: 694)] [top1-ema: 73.542 (epoch: 697)] +2024-10-13 12:57:32,906 - ==> Total time: 1 day, 15:10:23 Eta: 16:47:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 12:57:42,650 - Train: 70.00% [875750/1251000] [700.0/1000.0] [batch_t 0.146 (0.160)] [data_t 0.004] [optim_t 0.142] [lr 0.000642] [CE 4.535 (4.542)] [KD 4.034 (4.444)] +2024-10-13 12:57:50,222 - Train: 70.01% [875800/1251000] [700.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000642] [CE 4.155 (4.395)] [KD 4.105 (4.280)] +2024-10-13 12:57:57,774 - Train: 70.01% [875850/1251000] [700.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000642] [CE 4.308 (4.501)] [KD 4.518 (4.352)] +2024-10-13 12:58:05,212 - Train: 70.02% [875900/1251000] [700.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000642] [CE 4.927 (4.492)] [KD 4.587 (4.342)] +2024-10-13 12:58:12,945 - Train: 70.02% [875950/1251000] [700.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000641] [CE 4.655 (4.461)] [KD 4.386 (4.299)] +2024-10-13 12:58:20,633 - Train: 70.02% [876000/1251000] [700.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000641] [CE 4.292 (4.489)] [KD 4.220 (4.367)] +2024-10-13 12:58:28,182 - Train: 70.03% [876050/1251000] [700.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000641] [CE 4.433 (4.455)] [KD 4.176 (4.344)] +2024-10-13 12:58:35,587 - Train: 70.03% [876100/1251000] [700.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000641] [CE 4.526 (4.507)] [KD 4.362 (4.360)] +2024-10-13 12:58:43,295 - Train: 70.04% [876150/1251000] [700.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000641] [CE 4.339 (4.448)] [KD 4.484 (4.335)] +2024-10-13 12:58:50,840 - Train: 70.04% [876200/1251000] [700.4/1000.0] [batch_t 0.159 (0.151)] [data_t 0.003] [optim_t 0.156] [lr 0.000641] [CE 4.262 (4.431)] [KD 4.254 (4.331)] +2024-10-13 12:58:58,650 - Train: 70.04% [876250/1251000] [700.4/1000.0] [batch_t 0.146 (0.156)] [data_t 0.006] [optim_t 0.141] [lr 0.000640] [CE 4.254 (4.471)] [KD 4.333 (4.307)] +2024-10-13 12:59:06,189 - Train: 70.05% [876300/1251000] [700.5/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.000640] [CE 4.749 (4.533)] [KD 4.519 (4.388)] +2024-10-13 12:59:13,638 - Train: 70.05% [876350/1251000] [700.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000640] [CE 3.762 (4.437)] [KD 4.195 (4.324)] +2024-10-13 12:59:21,069 - Train: 70.06% [876400/1251000] [700.6/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.000640] [CE 4.000 (4.506)] [KD 3.899 (4.358)] +2024-10-13 12:59:28,697 - Train: 70.06% [876450/1251000] [700.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000640] [CE 4.164 (4.451)] [KD 4.089 (4.352)] +2024-10-13 12:59:36,218 - Train: 70.06% [876500/1251000] [700.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000640] [CE 4.365 (4.484)] [KD 4.270 (4.346)] +2024-10-13 12:59:43,731 - Train: 70.07% [876550/1251000] [700.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000640] [CE 4.688 (4.437)] [KD 4.209 (4.318)] +2024-10-13 12:59:51,373 - Train: 70.07% [876600/1251000] [700.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000639] [CE 4.214 (4.464)] [KD 4.344 (4.376)] +2024-10-13 12:59:58,888 - Train: 70.08% [876650/1251000] [700.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000639] [CE 4.788 (4.422)] [KD 4.764 (4.303)] +2024-10-13 13:00:06,483 - Train: 70.08% [876700/1251000] [700.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000639] [CE 4.338 (4.464)] [KD 4.430 (4.355)] +2024-10-13 13:00:13,894 - Train: 70.08% [876750/1251000] [700.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.000639] [CE 3.609 (4.381)] [KD 3.811 (4.312)] +2024-10-13 13:00:21,463 - Train: 70.09% [876800/1251000] [700.9/1000.0] [batch_t 0.142 (0.151)] [data_t 0.005] [optim_t 0.137] [lr 0.000639] [CE 4.645 (4.545)] [KD 4.465 (4.402)] +2024-10-13 13:00:29,045 - Train: 70.09% [876850/1251000] [700.9/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000639] [CE 4.769 (4.538)] [KD 4.761 (4.413)] +2024-10-13 13:00:36,677 - Train: 70.10% [876900/1251000] [701.0/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000639] [CE 4.360 (4.488)] [KD 4.230 (4.379)] +2024-10-13 13:00:43,931 - Train: 70.10% [876950/1251000] [701.0/1000.0] [batch_t 0.137 (0.145)] [data_t 0.004] [optim_t 0.134] [lr 0.000638] [CE 4.195 (4.448)] [KD 4.121 (4.393)] +2024-10-13 13:00:49,662 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 35137] [top5_cnt 44825] [top_all 50000] +2024-10-13 13:00:49,662 - net: 70.274 (89.650) +2024-10-13 13:00:55,426 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 36798] [top5_cnt 45781] [top_all 50000] +2024-10-13 13:00:55,426 - net_E: 73.596 (91.562) +2024-10-13 13:00:55,598 - Max [top1: 70.274 (epoch: 701)] [top1-ema: 73.596 (epoch: 701)] +2024-10-13 13:00:55,598 - ==> Total time: 1 day, 15:13:46 Eta: 16:43:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 13:01:06,666 - Train: 70.10% [877000/1251000] [701.0/1000.0] [batch_t 0.145 (0.157)] [data_t 0.003] [optim_t 0.142] [lr 0.000638] [CE 4.483 (4.486)] [KD 4.521 (4.301)] +2024-10-13 13:01:14,248 - Train: 70.11% [877050/1251000] [701.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000638] [CE 4.418 (4.499)] [KD 4.184 (4.372)] +2024-10-13 13:01:21,983 - Train: 70.11% [877100/1251000] [701.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000638] [CE 4.547 (4.474)] [KD 4.177 (4.362)] +2024-10-13 13:01:29,664 - Train: 70.12% [877150/1251000] [701.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.000638] [CE 4.204 (4.443)] [KD 4.159 (4.257)] +2024-10-13 13:01:37,358 - Train: 70.12% [877200/1251000] [701.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.000638] [CE 4.384 (4.520)] [KD 3.973 (4.367)] +2024-10-13 13:01:44,890 - Train: 70.12% [877250/1251000] [701.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000637] [CE 4.052 (4.398)] [KD 4.001 (4.292)] +2024-10-13 13:01:52,339 - Train: 70.13% [877300/1251000] [701.3/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.000637] [CE 4.645 (4.465)] [KD 4.261 (4.366)] +2024-10-13 13:01:59,892 - Train: 70.13% [877350/1251000] [701.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000637] [CE 4.421 (4.560)] [KD 4.274 (4.420)] +2024-10-13 13:02:07,351 - Train: 70.14% [877400/1251000] [701.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.000637] [CE 4.489 (4.446)] [KD 4.349 (4.339)] +2024-10-13 13:02:15,060 - Train: 70.14% [877450/1251000] [701.4/1000.0] [batch_t 0.144 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.000637] [CE 4.312 (4.547)] [KD 4.185 (4.346)] +2024-10-13 13:02:22,683 - Train: 70.14% [877500/1251000] [701.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000637] [CE 4.698 (4.466)] [KD 4.522 (4.298)] +2024-10-13 13:02:30,469 - Train: 70.15% [877550/1251000] [701.5/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000637] [CE 4.195 (4.445)] [KD 4.091 (4.350)] +2024-10-13 13:02:37,961 - Train: 70.15% [877600/1251000] [701.5/1000.0] [batch_t 0.154 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.000636] [CE 4.635 (4.496)] [KD 4.387 (4.438)] +2024-10-13 13:02:45,489 - Train: 70.16% [877650/1251000] [701.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000636] [CE 4.307 (4.480)] [KD 4.471 (4.350)] +2024-10-13 13:02:53,009 - Train: 70.16% [877700/1251000] [701.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000636] [CE 4.288 (4.463)] [KD 4.303 (4.386)] +2024-10-13 13:03:00,680 - Train: 70.16% [877750/1251000] [701.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.000636] [CE 4.171 (4.490)] [KD 4.399 (4.338)] +2024-10-13 13:03:08,261 - Train: 70.17% [877800/1251000] [701.7/1000.0] [batch_t 0.161 (0.152)] [data_t 0.004] [optim_t 0.157] [lr 0.000636] [CE 3.895 (4.476)] [KD 4.151 (4.330)] +2024-10-13 13:03:15,672 - Train: 70.17% [877850/1251000] [701.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000636] [CE 4.386 (4.593)] [KD 4.443 (4.418)] +2024-10-13 13:03:23,175 - Train: 70.18% [877900/1251000] [701.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000636] [CE 3.994 (4.482)] [KD 4.185 (4.398)] +2024-10-13 13:03:30,803 - Train: 70.18% [877950/1251000] [701.8/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000635] [CE 4.893 (4.473)] [KD 4.525 (4.374)] +2024-10-13 13:03:38,188 - Train: 70.18% [878000/1251000] [701.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000635] [CE 4.901 (4.546)] [KD 4.440 (4.379)] +2024-10-13 13:03:45,888 - Train: 70.19% [878050/1251000] [701.9/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000635] [CE 4.676 (4.437)] [KD 4.315 (4.298)] +2024-10-13 13:03:53,668 - Train: 70.19% [878100/1251000] [701.9/1000.0] [batch_t 0.144 (0.156)] [data_t 0.003] [optim_t 0.141] [lr 0.000635] [CE 3.937 (4.492)] [KD 4.084 (4.374)] +2024-10-13 13:04:01,090 - Train: 70.20% [878150/1251000] [702.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000635] [CE 4.479 (4.490)] [KD 4.086 (4.353)] +2024-10-13 13:04:08,567 - Train: 70.20% [878200/1251000] [702.0/1000.0] [batch_t 0.140 (0.149)] [data_t 0.006] [optim_t 0.135] [lr 0.000635] [CE 4.230 (4.517)] [KD 4.277 (4.398)] +2024-10-13 13:04:14,643 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 34925] [top5_cnt 44683] [top_all 50000] +2024-10-13 13:04:14,644 - net: 69.850 (89.366) +2024-10-13 13:04:20,448 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 36794] [top5_cnt 45779] [top_all 50000] +2024-10-13 13:04:20,449 - net_E: 73.588 (91.558) +2024-10-13 13:04:20,621 - Max [top1: 70.274 (epoch: 701)] [top1-ema: 73.596 (epoch: 701)] +2024-10-13 13:04:20,621 - ==> Total time: 1 day, 15:17:11 Eta: 16:40:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 13:04:29,755 - Train: 70.20% [878250/1251000] [702.0/1000.0] [batch_t 0.144 (0.159)] [data_t 0.004] [optim_t 0.140] [lr 0.000634] [CE 5.268 (4.529)] [KD 4.654 (4.329)] +2024-10-13 13:04:37,178 - Train: 70.21% [878300/1251000] [702.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000634] [CE 4.156 (4.485)] [KD 4.294 (4.334)] +2024-10-13 13:04:44,824 - Train: 70.21% [878350/1251000] [702.1/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.139] [lr 0.000634] [CE 4.373 (4.439)] [KD 4.266 (4.319)] +2024-10-13 13:04:52,420 - Train: 70.22% [878400/1251000] [702.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000634] [CE 4.601 (4.486)] [KD 4.444 (4.352)] +2024-10-13 13:04:59,942 - Train: 70.22% [878450/1251000] [702.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000634] [CE 4.894 (4.567)] [KD 4.853 (4.371)] +2024-10-13 13:05:07,646 - Train: 70.22% [878500/1251000] [702.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000634] [CE 5.138 (4.499)] [KD 4.815 (4.374)] +2024-10-13 13:05:15,297 - Train: 70.23% [878550/1251000] [702.3/1000.0] [batch_t 0.164 (0.153)] [data_t 0.005] [optim_t 0.159] [lr 0.000634] [CE 4.211 (4.556)] [KD 4.308 (4.380)] +2024-10-13 13:05:23,102 - Train: 70.23% [878600/1251000] [702.3/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.000633] [CE 4.786 (4.561)] [KD 4.605 (4.403)] +2024-10-13 13:05:30,614 - Train: 70.24% [878650/1251000] [702.4/1000.0] [batch_t 0.262 (0.150)] [data_t 0.004] [optim_t 0.258] [lr 0.000633] [CE 4.215 (4.447)] [KD 4.217 (4.324)] +2024-10-13 13:05:38,039 - Train: 70.24% [878700/1251000] [702.4/1000.0] [batch_t 0.151 (0.148)] [data_t 0.003] [optim_t 0.148] [lr 0.000633] [CE 3.961 (4.526)] [KD 4.131 (4.365)] +2024-10-13 13:05:45,521 - Train: 70.24% [878750/1251000] [702.4/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000633] [CE 4.643 (4.423)] [KD 4.248 (4.311)] +2024-10-13 13:05:53,256 - Train: 70.25% [878800/1251000] [702.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000633] [CE 4.277 (4.505)] [KD 4.494 (4.317)] +2024-10-13 13:06:00,786 - Train: 70.25% [878850/1251000] [702.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000633] [CE 4.563 (4.458)] [KD 4.272 (4.358)] +2024-10-13 13:06:08,481 - Train: 70.26% [878900/1251000] [702.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000633] [CE 4.394 (4.466)] [KD 4.280 (4.365)] +2024-10-13 13:06:16,262 - Train: 70.26% [878950/1251000] [702.6/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.000632] [CE 4.579 (4.472)] [KD 4.312 (4.355)] +2024-10-13 13:06:23,665 - Train: 70.26% [879000/1251000] [702.6/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.000632] [CE 4.704 (4.423)] [KD 4.599 (4.338)] +2024-10-13 13:06:31,182 - Train: 70.27% [879050/1251000] [702.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000632] [CE 4.342 (4.563)] [KD 4.441 (4.393)] +2024-10-13 13:06:38,607 - Train: 70.27% [879100/1251000] [702.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000632] [CE 4.274 (4.438)] [KD 4.237 (4.325)] +2024-10-13 13:06:46,141 - Train: 70.28% [879150/1251000] [702.8/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000632] [CE 4.279 (4.467)] [KD 4.382 (4.350)] +2024-10-13 13:06:53,638 - Train: 70.28% [879200/1251000] [702.8/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000632] [CE 4.104 (4.528)] [KD 4.321 (4.356)] +2024-10-13 13:07:01,216 - Train: 70.28% [879250/1251000] [702.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000631] [CE 4.177 (4.550)] [KD 4.175 (4.368)] +2024-10-13 13:07:08,787 - Train: 70.29% [879300/1251000] [702.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000631] [CE 4.320 (4.489)] [KD 4.244 (4.314)] +2024-10-13 13:07:16,440 - Train: 70.29% [879350/1251000] [702.9/1000.0] [batch_t 0.142 (0.153)] [data_t 0.003] [optim_t 0.139] [lr 0.000631] [CE 4.722 (4.399)] [KD 4.559 (4.315)] +2024-10-13 13:07:23,948 - Train: 70.30% [879400/1251000] [703.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000631] [CE 4.170 (4.485)] [KD 4.173 (4.369)] +2024-10-13 13:07:31,499 - Train: 70.30% [879450/1251000] [703.0/1000.0] [batch_t 0.138 (0.151)] [data_t 0.004] [optim_t 0.134] [lr 0.000631] [CE 4.271 (4.488)] [KD 4.304 (4.325)] +2024-10-13 13:07:37,611 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 34396] [top5_cnt 44365] [top_all 50000] +2024-10-13 13:07:37,612 - net: 68.792 (88.730) +2024-10-13 13:07:43,305 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.102)] [top1_cnt 36807] [top5_cnt 45765] [top_all 50000] +2024-10-13 13:07:43,305 - net_E: 73.614 (91.530) +2024-10-13 13:07:43,438 - Max [top1: 70.274 (epoch: 701)] [top1-ema: 73.614 (epoch: 703)] +2024-10-13 13:07:43,439 - ==> Total time: 1 day, 15:20:34 Eta: 16:37:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 13:07:53,030 - Train: 70.30% [879500/1251000] [703.0/1000.0] [batch_t 0.144 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000631] [CE 4.690 (4.472)] [KD 4.431 (4.332)] +2024-10-13 13:08:00,580 - Train: 70.31% [879550/1251000] [703.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.008] [optim_t 0.141] [lr 0.000631] [CE 4.491 (4.510)] [KD 4.581 (4.317)] +2024-10-13 13:08:08,004 - Train: 70.31% [879600/1251000] [703.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.000630] [CE 4.328 (4.479)] [KD 4.145 (4.368)] +2024-10-13 13:08:15,556 - Train: 70.32% [879650/1251000] [703.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.000630] [CE 4.396 (4.510)] [KD 4.233 (4.306)] +2024-10-13 13:08:23,073 - Train: 70.32% [879700/1251000] [703.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000630] [CE 4.662 (4.422)] [KD 4.474 (4.294)] +2024-10-13 13:08:30,752 - Train: 70.32% [879750/1251000] [703.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000630] [CE 4.515 (4.496)] [KD 4.327 (4.369)] +2024-10-13 13:08:38,420 - Train: 70.33% [879800/1251000] [703.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.000630] [CE 4.106 (4.455)] [KD 4.176 (4.312)] +2024-10-13 13:08:45,765 - Train: 70.33% [879850/1251000] [703.3/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.000630] [CE 3.965 (4.408)] [KD 4.032 (4.333)] +2024-10-13 13:08:53,288 - Train: 70.34% [879900/1251000] [703.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000630] [CE 4.422 (4.520)] [KD 4.570 (4.369)] +2024-10-13 13:09:00,740 - Train: 70.34% [879950/1251000] [703.4/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.000629] [CE 4.546 (4.491)] [KD 4.215 (4.335)] +2024-10-13 13:09:08,221 - Train: 70.34% [880000/1251000] [703.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000629] [CE 4.676 (4.489)] [KD 4.361 (4.338)] +2024-10-13 13:09:15,728 - Train: 70.35% [880050/1251000] [703.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000629] [CE 4.708 (4.471)] [KD 4.184 (4.304)] +2024-10-13 13:09:23,435 - Train: 70.35% [880100/1251000] [703.5/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000629] [CE 4.516 (4.427)] [KD 4.369 (4.314)] +2024-10-13 13:09:30,910 - Train: 70.36% [880150/1251000] [703.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000629] [CE 4.875 (4.480)] [KD 4.773 (4.356)] +2024-10-13 13:09:38,563 - Train: 70.36% [880200/1251000] [703.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000629] [CE 4.464 (4.511)] [KD 4.642 (4.407)] +2024-10-13 13:09:46,029 - Train: 70.36% [880250/1251000] [703.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000628] [CE 4.433 (4.532)] [KD 4.447 (4.386)] +2024-10-13 13:09:53,607 - Train: 70.37% [880300/1251000] [703.7/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.000628] [CE 4.870 (4.454)] [KD 4.381 (4.336)] +2024-10-13 13:10:01,158 - Train: 70.37% [880350/1251000] [703.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000628] [CE 4.544 (4.432)] [KD 4.310 (4.327)] +2024-10-13 13:10:08,707 - Train: 70.38% [880400/1251000] [703.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000628] [CE 4.550 (4.554)] [KD 4.457 (4.399)] +2024-10-13 13:10:16,196 - Train: 70.38% [880450/1251000] [703.8/1000.0] [batch_t 0.159 (0.150)] [data_t 0.004] [optim_t 0.154] [lr 0.000628] [CE 4.567 (4.519)] [KD 4.266 (4.334)] +2024-10-13 13:10:23,743 - Train: 70.38% [880500/1251000] [703.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000628] [CE 4.749 (4.544)] [KD 4.447 (4.397)] +2024-10-13 13:10:31,276 - Train: 70.39% [880550/1251000] [703.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.007] [optim_t 0.143] [lr 0.000628] [CE 5.256 (4.512)] [KD 4.569 (4.385)] +2024-10-13 13:10:38,898 - Train: 70.39% [880600/1251000] [703.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000627] [CE 4.419 (4.468)] [KD 4.191 (4.353)] +2024-10-13 13:10:46,441 - Train: 70.40% [880650/1251000] [704.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000627] [CE 4.104 (4.544)] [KD 4.026 (4.378)] +2024-10-13 13:10:53,727 - Train: 70.40% [880700/1251000] [704.0/1000.0] [batch_t 0.138 (0.146)] [data_t 0.004] [optim_t 0.134] [lr 0.000627] [CE 4.554 (4.513)] [KD 4.308 (4.362)] +2024-10-13 13:11:00,042 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 34361] [top5_cnt 44315] [top_all 50000] +2024-10-13 13:11:00,042 - net: 68.722 (88.630) +2024-10-13 13:11:05,775 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 36827] [top5_cnt 45755] [top_all 50000] +2024-10-13 13:11:05,776 - net_E: 73.654 (91.510) +2024-10-13 13:11:05,903 - Max [top1: 70.274 (epoch: 701)] [top1-ema: 73.654 (epoch: 704)] +2024-10-13 13:11:05,904 - ==> Total time: 1 day, 15:23:56 Eta: 16:33:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 13:11:15,911 - Train: 70.40% [880750/1251000] [704.0/1000.0] [batch_t 0.147 (0.159)] [data_t 0.006] [optim_t 0.141] [lr 0.000627] [CE 4.649 (4.507)] [KD 4.325 (4.357)] +2024-10-13 13:11:23,530 - Train: 70.41% [880800/1251000] [704.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000627] [CE 4.458 (4.486)] [KD 4.288 (4.321)] +2024-10-13 13:11:31,086 - Train: 70.41% [880850/1251000] [704.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000627] [CE 4.972 (4.450)] [KD 4.534 (4.311)] +2024-10-13 13:11:38,647 - Train: 70.42% [880900/1251000] [704.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000627] [CE 4.388 (4.537)] [KD 4.285 (4.365)] +2024-10-13 13:11:46,420 - Train: 70.42% [880950/1251000] [704.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.000626] [CE 4.525 (4.450)] [KD 4.408 (4.293)] +2024-10-13 13:11:53,796 - Train: 70.42% [881000/1251000] [704.2/1000.0] [batch_t 0.144 (0.147)] [data_t 0.005] [optim_t 0.140] [lr 0.000626] [CE 4.514 (4.443)] [KD 4.404 (4.314)] +2024-10-13 13:12:01,334 - Train: 70.43% [881050/1251000] [704.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000626] [CE 4.815 (4.536)] [KD 4.684 (4.359)] +2024-10-13 13:12:08,762 - Train: 70.43% [881100/1251000] [704.3/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.000626] [CE 4.802 (4.461)] [KD 4.341 (4.317)] +2024-10-13 13:12:16,266 - Train: 70.44% [881150/1251000] [704.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000626] [CE 5.032 (4.474)] [KD 4.485 (4.317)] +2024-10-13 13:12:23,850 - Train: 70.44% [881200/1251000] [704.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000626] [CE 4.594 (4.443)] [KD 4.273 (4.307)] +2024-10-13 13:12:31,436 - Train: 70.44% [881250/1251000] [704.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000625] [CE 4.670 (4.503)] [KD 4.497 (4.343)] +2024-10-13 13:12:38,953 - Train: 70.45% [881300/1251000] [704.5/1000.0] [batch_t 0.143 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.000625] [CE 4.009 (4.437)] [KD 4.164 (4.334)] +2024-10-13 13:12:46,280 - Train: 70.45% [881350/1251000] [704.5/1000.0] [batch_t 0.148 (0.146)] [data_t 0.008] [optim_t 0.140] [lr 0.000625] [CE 4.280 (4.443)] [KD 4.384 (4.316)] +2024-10-13 13:12:53,958 - Train: 70.46% [881400/1251000] [704.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000625] [CE 5.031 (4.516)] [KD 4.447 (4.350)] +2024-10-13 13:13:01,434 - Train: 70.46% [881450/1251000] [704.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000625] [CE 4.254 (4.490)] [KD 4.355 (4.325)] +2024-10-13 13:13:08,947 - Train: 70.46% [881500/1251000] [704.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.007] [optim_t 0.141] [lr 0.000625] [CE 4.278 (4.532)] [KD 4.188 (4.366)] +2024-10-13 13:13:16,380 - Train: 70.47% [881550/1251000] [704.7/1000.0] [batch_t 0.143 (0.149)] [data_t 0.004] [optim_t 0.139] [lr 0.000625] [CE 4.349 (4.510)] [KD 4.077 (4.349)] +2024-10-13 13:13:23,704 - Train: 70.47% [881600/1251000] [704.7/1000.0] [batch_t 0.145 (0.146)] [data_t 0.004] [optim_t 0.140] [lr 0.000624] [CE 4.528 (4.517)] [KD 4.212 (4.361)] +2024-10-13 13:13:31,164 - Train: 70.48% [881650/1251000] [704.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.000624] [CE 4.919 (4.507)] [KD 4.712 (4.378)] +2024-10-13 13:13:38,632 - Train: 70.48% [881700/1251000] [704.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.000624] [CE 4.293 (4.492)] [KD 4.402 (4.333)] +2024-10-13 13:13:46,087 - Train: 70.48% [881750/1251000] [704.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.000624] [CE 4.764 (4.480)] [KD 4.526 (4.363)] +2024-10-13 13:13:53,742 - Train: 70.49% [881800/1251000] [704.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000624] [CE 4.734 (4.561)] [KD 4.339 (4.436)] +2024-10-13 13:14:01,135 - Train: 70.49% [881850/1251000] [704.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000624] [CE 4.581 (4.522)] [KD 4.454 (4.383)] +2024-10-13 13:14:08,505 - Train: 70.50% [881900/1251000] [705.0/1000.0] [batch_t 0.144 (0.147)] [data_t 0.003] [optim_t 0.142] [lr 0.000624] [CE 4.763 (4.547)] [KD 4.530 (4.381)] +2024-10-13 13:14:15,809 - Train: 70.50% [881950/1251000] [705.0/1000.0] [batch_t 0.139 (0.146)] [data_t 0.005] [optim_t 0.134] [lr 0.000623] [CE 3.991 (4.475)] [KD 4.232 (4.328)] +2024-10-13 13:14:22,161 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 35043] [top5_cnt 44810] [top_all 50000] +2024-10-13 13:14:22,162 - net: 70.086 (89.620) +2024-10-13 13:14:27,879 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.101)] [top1_cnt 36828] [top5_cnt 45748] [top_all 50000] +2024-10-13 13:14:27,880 - net_E: 73.656 (91.496) +2024-10-13 13:14:28,024 - Max [top1: 70.274 (epoch: 701)] [top1-ema: 73.656 (epoch: 705)] +2024-10-13 13:14:28,024 - ==> Total time: 1 day, 15:27:19 Eta: 16:30:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 13:14:38,683 - Train: 70.50% [882000/1251000] [705.0/1000.0] [batch_t 0.146 (0.158)] [data_t 0.004] [optim_t 0.141] [lr 0.000623] [CE 4.274 (4.530)] [KD 4.278 (4.345)] +2024-10-13 13:14:46,296 - Train: 70.51% [882050/1251000] [705.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000623] [CE 4.076 (4.418)] [KD 4.464 (4.285)] +2024-10-13 13:14:54,045 - Train: 70.51% [882100/1251000] [705.1/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000623] [CE 4.552 (4.468)] [KD 4.408 (4.320)] +2024-10-13 13:15:01,453 - Train: 70.52% [882150/1251000] [705.2/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.000623] [CE 4.060 (4.515)] [KD 4.127 (4.319)] +2024-10-13 13:15:09,141 - Train: 70.52% [882200/1251000] [705.2/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000623] [CE 4.580 (4.455)] [KD 4.417 (4.327)] +2024-10-13 13:15:16,475 - Train: 70.52% [882250/1251000] [705.2/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.000622] [CE 4.933 (4.465)] [KD 4.604 (4.324)] +2024-10-13 13:15:23,823 - Train: 70.53% [882300/1251000] [705.3/1000.0] [batch_t 0.154 (0.147)] [data_t 0.005] [optim_t 0.149] [lr 0.000622] [CE 4.224 (4.542)] [KD 4.221 (4.372)] +2024-10-13 13:15:31,401 - Train: 70.53% [882350/1251000] [705.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000622] [CE 4.497 (4.536)] [KD 4.402 (4.357)] +2024-10-13 13:15:38,758 - Train: 70.54% [882400/1251000] [705.4/1000.0] [batch_t 0.144 (0.147)] [data_t 0.004] [optim_t 0.140] [lr 0.000622] [CE 4.616 (4.487)] [KD 4.403 (4.323)] +2024-10-13 13:15:46,154 - Train: 70.54% [882450/1251000] [705.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000622] [CE 4.376 (4.473)] [KD 4.204 (4.305)] +2024-10-13 13:15:53,599 - Train: 70.54% [882500/1251000] [705.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.000622] [CE 3.991 (4.451)] [KD 3.990 (4.308)] +2024-10-13 13:16:01,268 - Train: 70.55% [882550/1251000] [705.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000622] [CE 4.758 (4.429)] [KD 4.732 (4.345)] +2024-10-13 13:16:08,864 - Train: 70.55% [882600/1251000] [705.5/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.000621] [CE 4.533 (4.505)] [KD 4.373 (4.348)] +2024-10-13 13:16:16,461 - Train: 70.56% [882650/1251000] [705.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.000621] [CE 4.747 (4.448)] [KD 4.524 (4.330)] +2024-10-13 13:16:23,813 - Train: 70.56% [882700/1251000] [705.6/1000.0] [batch_t 0.157 (0.147)] [data_t 0.005] [optim_t 0.153] [lr 0.000621] [CE 4.522 (4.522)] [KD 4.281 (4.348)] +2024-10-13 13:16:31,175 - Train: 70.56% [882750/1251000] [705.6/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.000621] [CE 4.392 (4.524)] [KD 4.331 (4.308)] +2024-10-13 13:16:38,531 - Train: 70.57% [882800/1251000] [705.7/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.000621] [CE 4.746 (4.501)] [KD 4.458 (4.318)] +2024-10-13 13:16:45,922 - Train: 70.57% [882850/1251000] [705.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.000621] [CE 3.981 (4.488)] [KD 4.130 (4.324)] +2024-10-13 13:16:53,582 - Train: 70.58% [882900/1251000] [705.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000621] [CE 4.892 (4.516)] [KD 4.620 (4.331)] +2024-10-13 13:17:01,257 - Train: 70.58% [882950/1251000] [705.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000620] [CE 4.237 (4.465)] [KD 4.296 (4.323)] +2024-10-13 13:17:08,654 - Train: 70.58% [883000/1251000] [705.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.000620] [CE 3.918 (4.459)] [KD 4.029 (4.321)] +2024-10-13 13:17:16,348 - Train: 70.59% [883050/1251000] [705.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000620] [CE 4.434 (4.465)] [KD 4.228 (4.335)] +2024-10-13 13:17:23,790 - Train: 70.59% [883100/1251000] [705.9/1000.0] [batch_t 0.162 (0.149)] [data_t 0.004] [optim_t 0.157] [lr 0.000620] [CE 3.998 (4.473)] [KD 4.138 (4.318)] +2024-10-13 13:17:31,301 - Train: 70.60% [883150/1251000] [706.0/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.000620] [CE 4.592 (4.484)] [KD 4.266 (4.389)] +2024-10-13 13:17:38,737 - Train: 70.60% [883200/1251000] [706.0/1000.0] [batch_t 0.137 (0.149)] [data_t 0.004] [optim_t 0.133] [lr 0.000620] [CE 4.203 (4.519)] [KD 4.379 (4.360)] +2024-10-13 13:17:45,190 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 34837] [top5_cnt 44680] [top_all 50000] +2024-10-13 13:17:45,191 - net: 69.674 (89.360) +2024-10-13 13:17:51,053 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 36851] [top5_cnt 45767] [top_all 50000] +2024-10-13 13:17:51,053 - net_E: 73.702 (91.534) +2024-10-13 13:17:51,195 - Max [top1: 70.274 (epoch: 701)] [top1-ema: 73.702 (epoch: 706)] +2024-10-13 13:17:51,196 - ==> Total time: 1 day, 15:30:42 Eta: 16:27:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 13:18:01,682 - Train: 70.60% [883250/1251000] [706.0/1000.0] [batch_t 0.156 (0.160)] [data_t 0.004] [optim_t 0.151] [lr 0.000620] [CE 4.737 (4.601)] [KD 4.511 (4.413)] +2024-10-13 13:18:09,228 - Train: 70.61% [883300/1251000] [706.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000619] [CE 4.626 (4.393)] [KD 4.461 (4.246)] +2024-10-13 13:18:16,873 - Train: 70.61% [883350/1251000] [706.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.007] [optim_t 0.144] [lr 0.000619] [CE 4.373 (4.440)] [KD 4.150 (4.313)] +2024-10-13 13:18:24,392 - Train: 70.62% [883400/1251000] [706.2/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.000619] [CE 4.624 (4.456)] [KD 4.524 (4.292)] +2024-10-13 13:18:32,068 - Train: 70.62% [883450/1251000] [706.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000619] [CE 4.315 (4.404)] [KD 4.468 (4.266)] +2024-10-13 13:18:39,493 - Train: 70.62% [883500/1251000] [706.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000619] [CE 4.159 (4.452)] [KD 4.101 (4.259)] +2024-10-13 13:18:47,236 - Train: 70.63% [883550/1251000] [706.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000619] [CE 4.114 (4.471)] [KD 3.853 (4.273)] +2024-10-13 13:18:54,986 - Train: 70.63% [883600/1251000] [706.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000618] [CE 4.664 (4.478)] [KD 4.150 (4.319)] +2024-10-13 13:19:02,564 - Train: 70.64% [883650/1251000] [706.4/1000.0] [batch_t 0.161 (0.151)] [data_t 0.004] [optim_t 0.157] [lr 0.000618] [CE 4.608 (4.475)] [KD 4.428 (4.315)] +2024-10-13 13:19:10,243 - Train: 70.64% [883700/1251000] [706.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000618] [CE 4.589 (4.521)] [KD 4.340 (4.389)] +2024-10-13 13:19:17,757 - Train: 70.64% [883750/1251000] [706.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.000618] [CE 4.610 (4.556)] [KD 4.494 (4.386)] +2024-10-13 13:19:25,494 - Train: 70.65% [883800/1251000] [706.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000618] [CE 4.535 (4.479)] [KD 4.443 (4.373)] +2024-10-13 13:19:32,895 - Train: 70.65% [883850/1251000] [706.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000618] [CE 4.772 (4.489)] [KD 4.459 (4.338)] +2024-10-13 13:19:40,429 - Train: 70.66% [883900/1251000] [706.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000618] [CE 4.494 (4.473)] [KD 4.391 (4.333)] +2024-10-13 13:19:47,938 - Train: 70.66% [883950/1251000] [706.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000617] [CE 4.669 (4.461)] [KD 4.487 (4.361)] +2024-10-13 13:19:55,492 - Train: 70.66% [884000/1251000] [706.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.139] [lr 0.000617] [CE 4.752 (4.486)] [KD 4.709 (4.349)] +2024-10-13 13:20:03,080 - Train: 70.67% [884050/1251000] [706.7/1000.0] [batch_t 0.142 (0.152)] [data_t 0.003] [optim_t 0.139] [lr 0.000617] [CE 4.529 (4.517)] [KD 4.314 (4.330)] +2024-10-13 13:20:10,776 - Train: 70.67% [884100/1251000] [706.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000617] [CE 4.766 (4.468)] [KD 4.430 (4.309)] +2024-10-13 13:20:18,246 - Train: 70.68% [884150/1251000] [706.8/1000.0] [batch_t 0.159 (0.149)] [data_t 0.004] [optim_t 0.155] [lr 0.000617] [CE 4.357 (4.447)] [KD 4.113 (4.348)] +2024-10-13 13:20:25,789 - Train: 70.68% [884200/1251000] [706.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000617] [CE 4.255 (4.576)] [KD 4.277 (4.364)] +2024-10-13 13:20:33,439 - Train: 70.68% [884250/1251000] [706.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000617] [CE 4.240 (4.480)] [KD 4.449 (4.349)] +2024-10-13 13:20:41,077 - Train: 70.69% [884300/1251000] [706.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000616] [CE 4.309 (4.479)] [KD 4.115 (4.345)] +2024-10-13 13:20:48,613 - Train: 70.69% [884350/1251000] [706.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000616] [CE 4.185 (4.384)] [KD 3.907 (4.273)] +2024-10-13 13:20:56,119 - Train: 70.70% [884400/1251000] [707.0/1000.0] [batch_t 0.155 (0.150)] [data_t 0.005] [optim_t 0.150] [lr 0.000616] [CE 4.786 (4.567)] [KD 4.283 (4.356)] +2024-10-13 13:21:03,512 - Train: 70.70% [884450/1251000] [707.0/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.000616] [CE 4.341 (4.464)] [KD 4.255 (4.256)] +2024-10-13 13:21:10,148 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 35084] [top5_cnt 44877] [top_all 50000] +2024-10-13 13:21:10,149 - net: 70.168 (89.754) +2024-10-13 13:21:15,977 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 36877] [top5_cnt 45768] [top_all 50000] +2024-10-13 13:21:15,977 - net_E: 73.754 (91.536) +2024-10-13 13:21:16,083 - Max [top1: 70.274 (epoch: 701)] [top1-ema: 73.754 (epoch: 707)] +2024-10-13 13:21:16,083 - ==> Total time: 1 day, 15:34:07 Eta: 16:23:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 13:21:25,694 - Train: 70.70% [884500/1251000] [707.0/1000.0] [batch_t 0.153 (0.163)] [data_t 0.006] [optim_t 0.147] [lr 0.000616] [CE 4.323 (4.492)] [KD 4.191 (4.340)] +2024-10-13 13:21:33,161 - Train: 70.71% [884550/1251000] [707.1/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.150] [lr 0.000616] [CE 4.690 (4.518)] [KD 4.476 (4.339)] +2024-10-13 13:21:40,843 - Train: 70.71% [884600/1251000] [707.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000616] [CE 4.422 (4.436)] [KD 4.136 (4.267)] +2024-10-13 13:21:48,417 - Train: 70.72% [884650/1251000] [707.2/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000615] [CE 4.705 (4.587)] [KD 4.355 (4.327)] +2024-10-13 13:21:55,982 - Train: 70.72% [884700/1251000] [707.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000615] [CE 4.626 (4.467)] [KD 4.547 (4.334)] +2024-10-13 13:22:03,637 - Train: 70.72% [884750/1251000] [707.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000615] [CE 4.090 (4.426)] [KD 3.908 (4.302)] +2024-10-13 13:22:11,093 - Train: 70.73% [884800/1251000] [707.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.007] [optim_t 0.142] [lr 0.000615] [CE 4.431 (4.459)] [KD 4.316 (4.289)] +2024-10-13 13:22:18,719 - Train: 70.73% [884850/1251000] [707.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000615] [CE 4.479 (4.466)] [KD 4.436 (4.303)] +2024-10-13 13:22:26,326 - Train: 70.74% [884900/1251000] [707.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000615] [CE 4.484 (4.442)] [KD 4.559 (4.280)] +2024-10-13 13:22:34,030 - Train: 70.74% [884950/1251000] [707.4/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.000614] [CE 4.027 (4.481)] [KD 4.043 (4.316)] +2024-10-13 13:22:41,489 - Train: 70.74% [885000/1251000] [707.4/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.000614] [CE 4.286 (4.480)] [KD 4.214 (4.334)] +2024-10-13 13:22:49,104 - Train: 70.75% [885050/1251000] [707.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000614] [CE 4.252 (4.416)] [KD 4.336 (4.278)] +2024-10-13 13:22:56,551 - Train: 70.75% [885100/1251000] [707.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000614] [CE 4.000 (4.537)] [KD 4.009 (4.364)] +2024-10-13 13:23:04,383 - Train: 70.76% [885150/1251000] [707.6/1000.0] [batch_t 0.153 (0.157)] [data_t 0.006] [optim_t 0.148] [lr 0.000614] [CE 4.252 (4.411)] [KD 4.171 (4.264)] +2024-10-13 13:23:11,941 - Train: 70.76% [885200/1251000] [707.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000614] [CE 4.398 (4.460)] [KD 4.491 (4.288)] +2024-10-13 13:23:19,507 - Train: 70.76% [885250/1251000] [707.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000614] [CE 4.482 (4.621)] [KD 4.333 (4.347)] +2024-10-13 13:23:26,936 - Train: 70.77% [885300/1251000] [707.7/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.000613] [CE 4.450 (4.442)] [KD 4.329 (4.301)] +2024-10-13 13:23:34,597 - Train: 70.77% [885350/1251000] [707.7/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.000613] [CE 3.999 (4.522)] [KD 4.077 (4.393)] +2024-10-13 13:23:42,097 - Train: 70.78% [885400/1251000] [707.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000613] [CE 3.675 (4.495)] [KD 3.771 (4.347)] +2024-10-13 13:23:49,723 - Train: 70.78% [885450/1251000] [707.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000613] [CE 3.884 (4.409)] [KD 3.994 (4.287)] +2024-10-13 13:23:57,176 - Train: 70.78% [885500/1251000] [707.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000613] [CE 4.594 (4.511)] [KD 4.258 (4.346)] +2024-10-13 13:24:04,730 - Train: 70.79% [885550/1251000] [707.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000613] [CE 4.634 (4.570)] [KD 4.540 (4.354)] +2024-10-13 13:24:12,149 - Train: 70.79% [885600/1251000] [707.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000613] [CE 4.361 (4.435)] [KD 4.384 (4.343)] +2024-10-13 13:24:19,678 - Train: 70.80% [885650/1251000] [708.0/1000.0] [batch_t 0.154 (0.150)] [data_t 0.006] [optim_t 0.148] [lr 0.000612] [CE 4.854 (4.529)] [KD 4.705 (4.367)] +2024-10-13 13:24:27,273 - Train: 70.80% [885700/1251000] [708.0/1000.0] [batch_t 0.138 (0.152)] [data_t 0.004] [optim_t 0.134] [lr 0.000612] [CE 4.776 (4.524)] [KD 4.367 (4.325)] +2024-10-13 13:24:34,058 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34997] [top5_cnt 44756] [top_all 50000] +2024-10-13 13:24:34,058 - net: 69.994 (89.512) +2024-10-13 13:24:40,051 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36886] [top5_cnt 45773] [top_all 50000] +2024-10-13 13:24:40,051 - net_E: 73.772 (91.546) +2024-10-13 13:24:40,168 - Max [top1: 70.274 (epoch: 701)] [top1-ema: 73.772 (epoch: 708)] +2024-10-13 13:24:40,169 - ==> Total time: 1 day, 15:37:31 Eta: 16:20:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 13:24:49,742 - Train: 70.80% [885750/1251000] [708.0/1000.0] [batch_t 0.150 (0.166)] [data_t 0.006] [optim_t 0.144] [lr 0.000612] [CE 3.901 (4.463)] [KD 4.210 (4.287)] +2024-10-13 13:24:57,239 - Train: 70.81% [885800/1251000] [708.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000612] [CE 4.411 (4.533)] [KD 4.486 (4.354)] +2024-10-13 13:25:04,847 - Train: 70.81% [885850/1251000] [708.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.152] [lr 0.000612] [CE 4.731 (4.444)] [KD 4.470 (4.302)] +2024-10-13 13:25:12,298 - Train: 70.82% [885900/1251000] [708.2/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000612] [CE 4.376 (4.405)] [KD 4.360 (4.276)] +2024-10-13 13:25:19,942 - Train: 70.82% [885950/1251000] [708.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000612] [CE 4.457 (4.469)] [KD 4.350 (4.301)] +2024-10-13 13:25:27,680 - Train: 70.82% [886000/1251000] [708.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000611] [CE 4.459 (4.512)] [KD 4.379 (4.325)] +2024-10-13 13:25:35,473 - Train: 70.83% [886050/1251000] [708.3/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000611] [CE 4.726 (4.513)] [KD 4.498 (4.335)] +2024-10-13 13:25:43,230 - Train: 70.83% [886100/1251000] [708.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000611] [CE 4.772 (4.506)] [KD 4.649 (4.322)] +2024-10-13 13:25:50,730 - Train: 70.84% [886150/1251000] [708.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000611] [CE 4.594 (4.438)] [KD 4.189 (4.271)] +2024-10-13 13:25:58,148 - Train: 70.84% [886200/1251000] [708.4/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000611] [CE 4.106 (4.499)] [KD 4.017 (4.307)] +2024-10-13 13:26:05,949 - Train: 70.84% [886250/1251000] [708.4/1000.0] [batch_t 0.152 (0.156)] [data_t 0.006] [optim_t 0.146] [lr 0.000611] [CE 4.639 (4.480)] [KD 4.686 (4.351)] +2024-10-13 13:26:13,512 - Train: 70.85% [886300/1251000] [708.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000610] [CE 4.113 (4.482)] [KD 4.221 (4.346)] +2024-10-13 13:26:21,153 - Train: 70.85% [886350/1251000] [708.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000610] [CE 4.262 (4.510)] [KD 4.192 (4.356)] +2024-10-13 13:26:28,651 - Train: 70.86% [886400/1251000] [708.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.000610] [CE 4.765 (4.453)] [KD 4.492 (4.316)] +2024-10-13 13:26:36,166 - Train: 70.86% [886450/1251000] [708.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.000610] [CE 4.323 (4.510)] [KD 4.316 (4.343)] +2024-10-13 13:26:44,021 - Train: 70.86% [886500/1251000] [708.6/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.143] [lr 0.000610] [CE 4.640 (4.428)] [KD 4.450 (4.276)] +2024-10-13 13:26:51,841 - Train: 70.87% [886550/1251000] [708.7/1000.0] [batch_t 0.156 (0.156)] [data_t 0.006] [optim_t 0.149] [lr 0.000610] [CE 4.713 (4.443)] [KD 4.317 (4.294)] +2024-10-13 13:26:59,491 - Train: 70.87% [886600/1251000] [708.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000610] [CE 4.252 (4.526)] [KD 4.417 (4.337)] +2024-10-13 13:27:07,040 - Train: 70.88% [886650/1251000] [708.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.007] [optim_t 0.145] [lr 0.000609] [CE 4.232 (4.452)] [KD 4.344 (4.295)] +2024-10-13 13:27:14,639 - Train: 70.88% [886700/1251000] [708.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000609] [CE 4.635 (4.368)] [KD 4.260 (4.224)] +2024-10-13 13:27:22,254 - Train: 70.88% [886750/1251000] [708.8/1000.0] [batch_t 0.157 (0.152)] [data_t 0.005] [optim_t 0.153] [lr 0.000609] [CE 4.268 (4.502)] [KD 4.194 (4.324)] +2024-10-13 13:27:29,912 - Train: 70.89% [886800/1251000] [708.9/1000.0] [batch_t 0.159 (0.153)] [data_t 0.003] [optim_t 0.157] [lr 0.000609] [CE 4.241 (4.477)] [KD 4.171 (4.285)] +2024-10-13 13:27:37,840 - Train: 70.89% [886850/1251000] [708.9/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.000609] [CE 4.718 (4.459)] [KD 4.524 (4.323)] +2024-10-13 13:27:45,425 - Train: 70.90% [886900/1251000] [709.0/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000609] [CE 4.649 (4.406)] [KD 4.514 (4.299)] +2024-10-13 13:27:52,979 - Train: 70.90% [886950/1251000] [709.0/1000.0] [batch_t 0.141 (0.151)] [data_t 0.004] [optim_t 0.137] [lr 0.000609] [CE 4.643 (4.555)] [KD 4.593 (4.357)] +2024-10-13 13:28:00,149 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.109)] [top1_cnt 34685] [top5_cnt 44581] [top_all 50000] +2024-10-13 13:28:00,149 - net: 69.370 (89.162) +2024-10-13 13:28:05,983 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 36855] [top5_cnt 45773] [top_all 50000] +2024-10-13 13:28:05,984 - net_E: 73.710 (91.546) +2024-10-13 13:28:06,088 - Max [top1: 70.274 (epoch: 701)] [top1-ema: 73.772 (epoch: 708)] +2024-10-13 13:28:06,089 - ==> Total time: 1 day, 15:40:57 Eta: 16:17:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 13:28:14,303 - Train: 70.90% [887000/1251000] [709.0/1000.0] [batch_t 0.146 (0.158)] [data_t 0.007] [optim_t 0.140] [lr 0.000608] [CE 4.585 (4.436)] [KD 4.378 (4.297)] +2024-10-13 13:28:21,846 - Train: 70.91% [887050/1251000] [709.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000608] [CE 4.973 (4.522)] [KD 4.745 (4.309)] +2024-10-13 13:28:29,561 - Train: 70.91% [887100/1251000] [709.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000608] [CE 4.763 (4.466)] [KD 4.566 (4.306)] +2024-10-13 13:28:37,203 - Train: 70.92% [887150/1251000] [709.2/1000.0] [batch_t 0.161 (0.153)] [data_t 0.005] [optim_t 0.156] [lr 0.000608] [CE 4.245 (4.376)] [KD 4.185 (4.254)] +2024-10-13 13:28:44,851 - Train: 70.92% [887200/1251000] [709.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000608] [CE 4.387 (4.498)] [KD 4.444 (4.362)] +2024-10-13 13:28:52,335 - Train: 70.92% [887250/1251000] [709.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000608] [CE 4.830 (4.437)] [KD 4.602 (4.331)] +2024-10-13 13:28:59,937 - Train: 70.93% [887300/1251000] [709.3/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000608] [CE 3.964 (4.421)] [KD 4.259 (4.260)] +2024-10-13 13:29:07,967 - Train: 70.93% [887350/1251000] [709.3/1000.0] [batch_t 0.147 (0.160)] [data_t 0.005] [optim_t 0.143] [lr 0.000607] [CE 4.049 (4.477)] [KD 4.275 (4.323)] +2024-10-13 13:29:15,441 - Train: 70.94% [887400/1251000] [709.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000607] [CE 4.471 (4.521)] [KD 4.480 (4.352)] +2024-10-13 13:29:22,900 - Train: 70.94% [887450/1251000] [709.4/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.152] [lr 0.000607] [CE 4.954 (4.421)] [KD 4.615 (4.238)] +2024-10-13 13:29:30,493 - Train: 70.94% [887500/1251000] [709.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000607] [CE 4.262 (4.457)] [KD 4.087 (4.316)] +2024-10-13 13:29:38,160 - Train: 70.95% [887550/1251000] [709.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.000607] [CE 4.445 (4.477)] [KD 4.180 (4.246)] +2024-10-13 13:29:45,799 - Train: 70.95% [887600/1251000] [709.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000607] [CE 4.326 (4.510)] [KD 4.308 (4.302)] +2024-10-13 13:29:53,603 - Train: 70.96% [887650/1251000] [709.6/1000.0] [batch_t 0.159 (0.156)] [data_t 0.004] [optim_t 0.154] [lr 0.000606] [CE 3.942 (4.483)] [KD 4.333 (4.323)] +2024-10-13 13:30:01,180 - Train: 70.96% [887700/1251000] [709.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000606] [CE 4.729 (4.373)] [KD 4.499 (4.280)] +2024-10-13 13:30:08,781 - Train: 70.96% [887750/1251000] [709.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000606] [CE 4.571 (4.484)] [KD 4.521 (4.351)] +2024-10-13 13:30:16,509 - Train: 70.97% [887800/1251000] [709.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000606] [CE 4.017 (4.488)] [KD 4.096 (4.344)] +2024-10-13 13:30:23,981 - Train: 70.97% [887850/1251000] [709.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000606] [CE 4.802 (4.507)] [KD 4.387 (4.315)] +2024-10-13 13:30:31,756 - Train: 70.98% [887900/1251000] [709.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.000606] [CE 4.745 (4.505)] [KD 4.258 (4.350)] +2024-10-13 13:30:39,278 - Train: 70.98% [887950/1251000] [709.8/1000.0] [batch_t 0.152 (0.150)] [data_t 0.006] [optim_t 0.146] [lr 0.000606] [CE 4.072 (4.459)] [KD 4.134 (4.286)] +2024-10-13 13:30:46,655 - Train: 70.98% [888000/1251000] [709.8/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.000605] [CE 4.968 (4.438)] [KD 4.417 (4.314)] +2024-10-13 13:30:54,142 - Train: 70.99% [888050/1251000] [709.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.000605] [CE 4.177 (4.409)] [KD 4.122 (4.268)] +2024-10-13 13:31:01,586 - Train: 70.99% [888100/1251000] [709.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000605] [CE 4.746 (4.442)] [KD 4.512 (4.317)] +2024-10-13 13:31:09,168 - Train: 71.00% [888150/1251000] [710.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000605] [CE 4.179 (4.469)] [KD 4.332 (4.347)] +2024-10-13 13:31:17,138 - Train: 71.00% [888200/1251000] [710.0/1000.0] [batch_t 0.141 (0.159)] [data_t 0.006] [optim_t 0.135] [lr 0.000605] [CE 4.147 (4.519)] [KD 4.244 (4.353)] +2024-10-13 13:31:24,336 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 35087] [top5_cnt 44860] [top_all 50000] +2024-10-13 13:31:24,337 - net: 70.174 (89.720) +2024-10-13 13:31:30,330 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 36871] [top5_cnt 45774] [top_all 50000] +2024-10-13 13:31:30,331 - net_E: 73.742 (91.548) +2024-10-13 13:31:30,467 - Max [top1: 70.274 (epoch: 701)] [top1-ema: 73.772 (epoch: 708)] +2024-10-13 13:31:30,467 - ==> Total time: 1 day, 15:44:21 Eta: 16:13:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 13:31:38,417 - Train: 71.00% [888250/1251000] [710.0/1000.0] [batch_t 0.147 (0.163)] [data_t 0.003] [optim_t 0.144] [lr 0.000605] [CE 4.797 (4.538)] [KD 4.456 (4.314)] +2024-10-13 13:31:45,809 - Train: 71.01% [888300/1251000] [710.1/1000.0] [batch_t 0.153 (0.148)] [data_t 0.004] [optim_t 0.149] [lr 0.000605] [CE 4.606 (4.480)] [KD 4.149 (4.266)] +2024-10-13 13:31:53,215 - Train: 71.01% [888350/1251000] [710.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.000604] [CE 3.999 (4.468)] [KD 4.056 (4.322)] +2024-10-13 13:32:00,623 - Train: 71.02% [888400/1251000] [710.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000604] [CE 4.901 (4.477)] [KD 4.605 (4.266)] +2024-10-13 13:32:08,397 - Train: 71.02% [888450/1251000] [710.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000604] [CE 4.192 (4.500)] [KD 4.155 (4.304)] +2024-10-13 13:32:16,137 - Train: 71.02% [888500/1251000] [710.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.000604] [CE 4.531 (4.534)] [KD 4.107 (4.351)] +2024-10-13 13:32:23,588 - Train: 71.03% [888550/1251000] [710.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000604] [CE 4.003 (4.415)] [KD 4.156 (4.312)] +2024-10-13 13:32:31,316 - Train: 71.03% [888600/1251000] [710.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000604] [CE 4.032 (4.501)] [KD 3.999 (4.294)] +2024-10-13 13:32:39,014 - Train: 71.04% [888650/1251000] [710.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.000604] [CE 4.346 (4.478)] [KD 4.255 (4.322)] +2024-10-13 13:32:46,429 - Train: 71.04% [888700/1251000] [710.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000603] [CE 4.088 (4.461)] [KD 4.203 (4.330)] +2024-10-13 13:32:54,127 - Train: 71.04% [888750/1251000] [710.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000603] [CE 4.919 (4.536)] [KD 4.523 (4.324)] +2024-10-13 13:33:01,699 - Train: 71.05% [888800/1251000] [710.5/1000.0] [batch_t 0.158 (0.151)] [data_t 0.003] [optim_t 0.155] [lr 0.000603] [CE 4.682 (4.450)] [KD 4.516 (4.324)] +2024-10-13 13:33:09,389 - Train: 71.05% [888850/1251000] [710.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000603] [CE 4.673 (4.537)] [KD 4.084 (4.333)] +2024-10-13 13:33:16,806 - Train: 71.06% [888900/1251000] [710.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000603] [CE 4.580 (4.452)] [KD 4.513 (4.300)] +2024-10-13 13:33:24,225 - Train: 71.06% [888950/1251000] [710.6/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.139] [lr 0.000603] [CE 5.025 (4.435)] [KD 4.795 (4.296)] +2024-10-13 13:33:32,112 - Train: 71.06% [889000/1251000] [710.6/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000603] [CE 4.372 (4.468)] [KD 4.300 (4.239)] +2024-10-13 13:33:39,639 - Train: 71.07% [889050/1251000] [710.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000602] [CE 3.905 (4.546)] [KD 3.923 (4.308)] +2024-10-13 13:33:47,216 - Train: 71.07% [889100/1251000] [710.7/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.000602] [CE 4.881 (4.470)] [KD 4.449 (4.317)] +2024-10-13 13:33:54,735 - Train: 71.08% [889150/1251000] [710.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000602] [CE 4.326 (4.481)] [KD 4.142 (4.299)] +2024-10-13 13:34:02,202 - Train: 71.08% [889200/1251000] [710.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000602] [CE 4.219 (4.461)] [KD 4.319 (4.268)] +2024-10-13 13:34:09,614 - Train: 71.08% [889250/1251000] [710.8/1000.0] [batch_t 0.154 (0.148)] [data_t 0.007] [optim_t 0.147] [lr 0.000602] [CE 4.771 (4.460)] [KD 4.405 (4.292)] +2024-10-13 13:34:17,491 - Train: 71.09% [889300/1251000] [710.9/1000.0] [batch_t 0.146 (0.157)] [data_t 0.004] [optim_t 0.142] [lr 0.000602] [CE 4.531 (4.481)] [KD 4.488 (4.301)] +2024-10-13 13:34:25,004 - Train: 71.09% [889350/1251000] [710.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000601] [CE 4.616 (4.551)] [KD 4.481 (4.332)] +2024-10-13 13:34:32,409 - Train: 71.10% [889400/1251000] [711.0/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000601] [CE 4.753 (4.503)] [KD 4.377 (4.331)] +2024-10-13 13:34:40,039 - Train: 71.10% [889450/1251000] [711.0/1000.0] [batch_t 0.139 (0.152)] [data_t 0.004] [optim_t 0.135] [lr 0.000601] [CE 4.308 (4.422)] [KD 4.223 (4.290)] +2024-10-13 13:34:47,257 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35025] [top5_cnt 44684] [top_all 50000] +2024-10-13 13:34:47,257 - net: 70.050 (89.368) +2024-10-13 13:34:53,092 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 36883] [top5_cnt 45755] [top_all 50000] +2024-10-13 13:34:53,093 - net_E: 73.766 (91.510) +2024-10-13 13:34:53,232 - Max [top1: 70.274 (epoch: 701)] [top1-ema: 73.772 (epoch: 708)] +2024-10-13 13:34:53,232 - ==> Total time: 1 day, 15:47:44 Eta: 16:10:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 13:35:01,566 - Train: 71.10% [889500/1251000] [711.0/1000.0] [batch_t 0.150 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.000601] [CE 4.294 (4.462)] [KD 4.065 (4.252)] +2024-10-13 13:35:09,053 - Train: 71.11% [889550/1251000] [711.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000601] [CE 3.956 (4.516)] [KD 3.987 (4.270)] +2024-10-13 13:35:16,609 - Train: 71.11% [889600/1251000] [711.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000601] [CE 4.465 (4.453)] [KD 4.176 (4.308)] +2024-10-13 13:35:24,468 - Train: 71.12% [889650/1251000] [711.2/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000601] [CE 4.606 (4.431)] [KD 4.291 (4.298)] +2024-10-13 13:35:32,207 - Train: 71.12% [889700/1251000] [711.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000600] [CE 5.047 (4.445)] [KD 4.426 (4.312)] +2024-10-13 13:35:39,727 - Train: 71.12% [889750/1251000] [711.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000600] [CE 4.414 (4.509)] [KD 4.244 (4.320)] +2024-10-13 13:35:47,276 - Train: 71.13% [889800/1251000] [711.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000600] [CE 4.674 (4.533)] [KD 4.349 (4.360)] +2024-10-13 13:35:54,902 - Train: 71.13% [889850/1251000] [711.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.000600] [CE 3.972 (4.410)] [KD 4.077 (4.289)] +2024-10-13 13:36:02,653 - Train: 71.14% [889900/1251000] [711.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000600] [CE 4.075 (4.448)] [KD 4.156 (4.277)] +2024-10-13 13:36:10,171 - Train: 71.14% [889950/1251000] [711.4/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.000600] [CE 4.530 (4.434)] [KD 4.163 (4.294)] +2024-10-13 13:36:17,935 - Train: 71.14% [890000/1251000] [711.4/1000.0] [batch_t 0.157 (0.155)] [data_t 0.006] [optim_t 0.151] [lr 0.000600] [CE 4.261 (4.457)] [KD 4.162 (4.317)] +2024-10-13 13:36:25,718 - Train: 71.15% [890050/1251000] [711.5/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.000599] [CE 4.331 (4.558)] [KD 4.197 (4.267)] +2024-10-13 13:36:33,140 - Train: 71.15% [890100/1251000] [711.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.140] [lr 0.000599] [CE 4.547 (4.528)] [KD 4.454 (4.299)] +2024-10-13 13:36:40,696 - Train: 71.16% [890150/1251000] [711.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000599] [CE 4.084 (4.453)] [KD 4.119 (4.266)] +2024-10-13 13:36:48,213 - Train: 71.16% [890200/1251000] [711.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000599] [CE 4.351 (4.559)] [KD 4.211 (4.330)] +2024-10-13 13:36:55,657 - Train: 71.16% [890250/1251000] [711.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.000599] [CE 4.410 (4.410)] [KD 4.424 (4.307)] +2024-10-13 13:37:03,645 - Train: 71.17% [890300/1251000] [711.7/1000.0] [batch_t 0.154 (0.160)] [data_t 0.005] [optim_t 0.149] [lr 0.000599] [CE 4.750 (4.488)] [KD 4.726 (4.323)] +2024-10-13 13:37:11,099 - Train: 71.17% [890350/1251000] [711.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000599] [CE 4.494 (4.482)] [KD 4.178 (4.324)] +2024-10-13 13:37:18,455 - Train: 71.18% [890400/1251000] [711.8/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.000598] [CE 4.364 (4.415)] [KD 4.226 (4.234)] +2024-10-13 13:37:25,986 - Train: 71.18% [890450/1251000] [711.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000598] [CE 4.873 (4.521)] [KD 4.492 (4.324)] +2024-10-13 13:37:33,796 - Train: 71.18% [890500/1251000] [711.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000598] [CE 4.378 (4.521)] [KD 4.177 (4.322)] +2024-10-13 13:37:41,470 - Train: 71.19% [890550/1251000] [711.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000598] [CE 4.562 (4.389)] [KD 4.357 (4.227)] +2024-10-13 13:37:48,916 - Train: 71.19% [890600/1251000] [711.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000598] [CE 4.785 (4.482)] [KD 4.437 (4.307)] +2024-10-13 13:37:56,461 - Train: 71.20% [890650/1251000] [712.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000598] [CE 4.739 (4.490)] [KD 4.417 (4.296)] +2024-10-13 13:38:03,988 - Train: 71.20% [890700/1251000] [712.0/1000.0] [batch_t 0.139 (0.150)] [data_t 0.004] [optim_t 0.135] [lr 0.000598] [CE 4.647 (4.454)] [KD 4.403 (4.290)] +2024-10-13 13:38:11,374 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35168] [top5_cnt 44811] [top_all 50000] +2024-10-13 13:38:11,375 - net: 70.336 (89.622) +2024-10-13 13:38:17,160 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36926] [top5_cnt 45761] [top_all 50000] +2024-10-13 13:38:17,161 - net_E: 73.852 (91.522) +2024-10-13 13:38:17,285 - Max [top1: 70.336 (epoch: 712)] [top1-ema: 73.852 (epoch: 712)] +2024-10-13 13:38:17,285 - ==> Total time: 1 day, 15:51:08 Eta: 16:07:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 13:38:27,768 - Train: 71.20% [890750/1251000] [712.0/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.000597] [CE 4.389 (4.519)] [KD 4.267 (4.301)] +2024-10-13 13:38:35,194 - Train: 71.21% [890800/1251000] [712.1/1000.0] [batch_t 0.142 (0.148)] [data_t 0.003] [optim_t 0.140] [lr 0.000597] [CE 4.442 (4.424)] [KD 4.229 (4.214)] +2024-10-13 13:38:43,286 - Train: 71.21% [890850/1251000] [712.1/1000.0] [batch_t 0.288 (0.162)] [data_t 0.006] [optim_t 0.282] [lr 0.000597] [CE 3.970 (4.442)] [KD 4.045 (4.261)] +2024-10-13 13:38:50,919 - Train: 71.22% [890900/1251000] [712.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000597] [CE 4.167 (4.480)] [KD 4.341 (4.262)] +2024-10-13 13:38:58,493 - Train: 71.22% [890950/1251000] [712.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000597] [CE 4.138 (4.544)] [KD 4.083 (4.377)] +2024-10-13 13:39:05,974 - Train: 71.22% [891000/1251000] [712.2/1000.0] [batch_t 0.155 (0.150)] [data_t 0.011] [optim_t 0.144] [lr 0.000597] [CE 4.870 (4.418)] [KD 4.463 (4.315)] +2024-10-13 13:39:13,483 - Train: 71.23% [891050/1251000] [712.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000596] [CE 4.556 (4.457)] [KD 4.523 (4.313)] +2024-10-13 13:39:21,102 - Train: 71.23% [891100/1251000] [712.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000596] [CE 3.823 (4.454)] [KD 3.973 (4.293)] +2024-10-13 13:39:28,789 - Train: 71.24% [891150/1251000] [712.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000596] [CE 4.644 (4.436)] [KD 4.324 (4.281)] +2024-10-13 13:39:36,236 - Train: 71.24% [891200/1251000] [712.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000596] [CE 3.826 (4.492)] [KD 3.972 (4.312)] +2024-10-13 13:39:44,075 - Train: 71.24% [891250/1251000] [712.4/1000.0] [batch_t 0.158 (0.157)] [data_t 0.005] [optim_t 0.153] [lr 0.000596] [CE 4.595 (4.486)] [KD 4.337 (4.303)] +2024-10-13 13:39:51,815 - Train: 71.25% [891300/1251000] [712.5/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000596] [CE 4.228 (4.405)] [KD 3.846 (4.245)] +2024-10-13 13:39:59,493 - Train: 71.25% [891350/1251000] [712.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000596] [CE 4.922 (4.559)] [KD 4.585 (4.301)] +2024-10-13 13:40:07,419 - Train: 71.25% [891400/1251000] [712.5/1000.0] [batch_t 0.147 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000595] [CE 4.378 (4.449)] [KD 4.428 (4.297)] +2024-10-13 13:40:14,997 - Train: 71.26% [891450/1251000] [712.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000595] [CE 4.884 (4.519)] [KD 4.428 (4.305)] +2024-10-13 13:40:22,572 - Train: 71.26% [891500/1251000] [712.6/1000.0] [batch_t 0.159 (0.151)] [data_t 0.004] [optim_t 0.155] [lr 0.000595] [CE 4.492 (4.480)] [KD 4.475 (4.331)] +2024-10-13 13:40:30,356 - Train: 71.27% [891550/1251000] [712.7/1000.0] [batch_t 0.156 (0.156)] [data_t 0.003] [optim_t 0.153] [lr 0.000595] [CE 4.639 (4.481)] [KD 4.264 (4.296)] +2024-10-13 13:40:37,897 - Train: 71.27% [891600/1251000] [712.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000595] [CE 4.811 (4.488)] [KD 4.719 (4.313)] +2024-10-13 13:40:45,363 - Train: 71.27% [891650/1251000] [712.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000595] [CE 4.708 (4.470)] [KD 4.532 (4.266)] +2024-10-13 13:40:53,377 - Train: 71.28% [891700/1251000] [712.8/1000.0] [batch_t 0.146 (0.160)] [data_t 0.005] [optim_t 0.141] [lr 0.000595] [CE 4.468 (4.436)] [KD 4.474 (4.288)] +2024-10-13 13:41:00,819 - Train: 71.28% [891750/1251000] [712.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000594] [CE 4.932 (4.549)] [KD 4.737 (4.386)] +2024-10-13 13:41:08,450 - Train: 71.29% [891800/1251000] [712.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000594] [CE 4.784 (4.464)] [KD 4.558 (4.314)] +2024-10-13 13:41:15,938 - Train: 71.29% [891850/1251000] [712.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.000594] [CE 4.375 (4.521)] [KD 4.338 (4.366)] +2024-10-13 13:41:23,515 - Train: 71.29% [891900/1251000] [712.9/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000594] [CE 4.580 (4.405)] [KD 4.328 (4.277)] +2024-10-13 13:41:31,095 - Train: 71.30% [891950/1251000] [713.0/1000.0] [batch_t 0.143 (0.151)] [data_t 0.005] [optim_t 0.138] [lr 0.000594] [CE 4.825 (4.481)] [KD 4.280 (4.284)] +2024-10-13 13:41:38,873 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 34968] [top5_cnt 44558] [top_all 50000] +2024-10-13 13:41:38,874 - net: 69.936 (89.116) +2024-10-13 13:41:44,692 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36912] [top5_cnt 45801] [top_all 50000] +2024-10-13 13:41:44,692 - net_E: 73.824 (91.602) +2024-10-13 13:41:44,845 - Max [top1: 70.336 (epoch: 712)] [top1-ema: 73.852 (epoch: 712)] +2024-10-13 13:41:44,846 - ==> Total time: 1 day, 15:54:35 Eta: 16:03:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 13:41:52,472 - Train: 71.30% [892000/1251000] [713.0/1000.0] [batch_t 0.155 (0.168)] [data_t 0.007] [optim_t 0.148] [lr 0.000594] [CE 3.997 (4.449)] [KD 3.857 (4.208)] +2024-10-13 13:42:00,006 - Train: 71.31% [892050/1251000] [713.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000594] [CE 4.213 (4.451)] [KD 4.149 (4.247)] +2024-10-13 13:42:07,727 - Train: 71.31% [892100/1251000] [713.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000593] [CE 4.366 (4.510)] [KD 4.106 (4.295)] +2024-10-13 13:42:15,164 - Train: 71.31% [892150/1251000] [713.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000593] [CE 4.489 (4.514)] [KD 4.336 (4.276)] +2024-10-13 13:42:22,676 - Train: 71.32% [892200/1251000] [713.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000593] [CE 5.065 (4.534)] [KD 4.562 (4.265)] +2024-10-13 13:42:30,179 - Train: 71.32% [892250/1251000] [713.2/1000.0] [batch_t 0.158 (0.150)] [data_t 0.005] [optim_t 0.154] [lr 0.000593] [CE 4.255 (4.476)] [KD 4.403 (4.284)] +2024-10-13 13:42:37,946 - Train: 71.33% [892300/1251000] [713.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000593] [CE 4.649 (4.465)] [KD 4.502 (4.282)] +2024-10-13 13:42:45,518 - Train: 71.33% [892350/1251000] [713.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.007] [optim_t 0.144] [lr 0.000593] [CE 4.676 (4.449)] [KD 4.623 (4.327)] +2024-10-13 13:42:53,435 - Train: 71.33% [892400/1251000] [713.3/1000.0] [batch_t 0.147 (0.158)] [data_t 0.005] [optim_t 0.142] [lr 0.000593] [CE 4.498 (4.436)] [KD 4.247 (4.273)] +2024-10-13 13:43:00,964 - Train: 71.34% [892450/1251000] [713.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000592] [CE 4.321 (4.499)] [KD 4.255 (4.339)] +2024-10-13 13:43:08,426 - Train: 71.34% [892500/1251000] [713.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000592] [CE 4.727 (4.506)] [KD 4.141 (4.270)] +2024-10-13 13:43:15,841 - Train: 71.35% [892550/1251000] [713.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000592] [CE 3.971 (4.382)] [KD 4.243 (4.272)] +2024-10-13 13:43:23,262 - Train: 71.35% [892600/1251000] [713.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.000592] [CE 4.279 (4.415)] [KD 4.044 (4.297)] +2024-10-13 13:43:30,895 - Train: 71.35% [892650/1251000] [713.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000592] [CE 5.144 (4.499)] [KD 4.466 (4.267)] +2024-10-13 13:43:38,341 - Train: 71.36% [892700/1251000] [713.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000592] [CE 4.573 (4.490)] [KD 4.207 (4.286)] +2024-10-13 13:43:45,957 - Train: 71.36% [892750/1251000] [713.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000592] [CE 4.163 (4.477)] [KD 4.126 (4.302)] +2024-10-13 13:43:53,776 - Train: 71.37% [892800/1251000] [713.7/1000.0] [batch_t 0.144 (0.156)] [data_t 0.006] [optim_t 0.138] [lr 0.000591] [CE 4.830 (4.418)] [KD 4.084 (4.255)] +2024-10-13 13:44:01,379 - Train: 71.37% [892850/1251000] [713.7/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000591] [CE 4.385 (4.449)] [KD 4.201 (4.239)] +2024-10-13 13:44:08,822 - Train: 71.37% [892900/1251000] [713.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000591] [CE 4.276 (4.382)] [KD 4.344 (4.257)] +2024-10-13 13:44:16,466 - Train: 71.38% [892950/1251000] [713.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000591] [CE 4.512 (4.474)] [KD 4.353 (4.327)] +2024-10-13 13:44:23,955 - Train: 71.38% [893000/1251000] [713.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000591] [CE 4.469 (4.472)] [KD 4.107 (4.294)] +2024-10-13 13:44:31,433 - Train: 71.39% [893050/1251000] [713.9/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.151] [lr 0.000591] [CE 5.014 (4.515)] [KD 4.771 (4.314)] +2024-10-13 13:44:38,903 - Train: 71.39% [893100/1251000] [713.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000590] [CE 4.698 (4.531)] [KD 4.599 (4.371)] +2024-10-13 13:44:46,479 - Train: 71.39% [893150/1251000] [713.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000590] [CE 4.563 (4.502)] [KD 4.527 (4.282)] +2024-10-13 13:44:54,013 - Train: 71.40% [893200/1251000] [714.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000590] [CE 4.459 (4.456)] [KD 4.304 (4.339)] +2024-10-13 13:45:02,079 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 35287] [top5_cnt 44817] [top_all 50000] +2024-10-13 13:45:02,080 - net: 70.574 (89.634) +2024-10-13 13:45:07,914 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 36944] [top5_cnt 45818] [top_all 50000] +2024-10-13 13:45:07,914 - net_E: 73.888 (91.636) +2024-10-13 13:45:08,082 - Max [top1: 70.574 (epoch: 714)] [top1-ema: 73.888 (epoch: 714)] +2024-10-13 13:45:08,082 - ==> Total time: 1 day, 15:57:59 Eta: 16:00:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 13:45:17,432 - Train: 71.40% [893250/1251000] [714.0/1000.0] [batch_t 0.145 (0.168)] [data_t 0.004] [optim_t 0.141] [lr 0.000590] [CE 4.352 (4.438)] [KD 4.101 (4.244)] +2024-10-13 13:45:25,055 - Train: 71.41% [893300/1251000] [714.1/1000.0] [batch_t 0.159 (0.152)] [data_t 0.004] [optim_t 0.155] [lr 0.000590] [CE 4.806 (4.418)] [KD 4.416 (4.268)] +2024-10-13 13:45:32,531 - Train: 71.41% [893350/1251000] [714.1/1000.0] [batch_t 0.156 (0.149)] [data_t 0.004] [optim_t 0.152] [lr 0.000590] [CE 5.029 (4.487)] [KD 4.578 (4.284)] +2024-10-13 13:45:39,969 - Train: 71.41% [893400/1251000] [714.1/1000.0] [batch_t 0.142 (0.149)] [data_t 0.003] [optim_t 0.139] [lr 0.000590] [CE 4.187 (4.507)] [KD 4.231 (4.350)] +2024-10-13 13:45:47,510 - Train: 71.42% [893450/1251000] [714.2/1000.0] [batch_t 0.161 (0.151)] [data_t 0.010] [optim_t 0.150] [lr 0.000589] [CE 4.698 (4.472)] [KD 4.412 (4.271)] +2024-10-13 13:45:55,075 - Train: 71.42% [893500/1251000] [714.2/1000.0] [batch_t 0.256 (0.151)] [data_t 0.005] [optim_t 0.251] [lr 0.000589] [CE 4.621 (4.494)] [KD 4.305 (4.274)] +2024-10-13 13:46:02,665 - Train: 71.43% [893550/1251000] [714.3/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.154] [lr 0.000589] [CE 4.067 (4.408)] [KD 3.806 (4.216)] +2024-10-13 13:46:10,301 - Train: 71.43% [893600/1251000] [714.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000589] [CE 4.437 (4.451)] [KD 4.346 (4.309)] +2024-10-13 13:46:18,180 - Train: 71.43% [893650/1251000] [714.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.006] [optim_t 0.145] [lr 0.000589] [CE 4.360 (4.439)] [KD 4.309 (4.294)] +2024-10-13 13:46:25,728 - Train: 71.44% [893700/1251000] [714.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.009] [optim_t 0.140] [lr 0.000589] [CE 4.416 (4.439)] [KD 4.384 (4.267)] +2024-10-13 13:46:33,264 - Train: 71.44% [893750/1251000] [714.4/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000589] [CE 4.309 (4.416)] [KD 4.197 (4.234)] +2024-10-13 13:46:40,725 - Train: 71.45% [893800/1251000] [714.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000588] [CE 4.150 (4.426)] [KD 4.112 (4.292)] +2024-10-13 13:46:48,143 - Train: 71.45% [893850/1251000] [714.5/1000.0] [batch_t 0.153 (0.148)] [data_t 0.009] [optim_t 0.144] [lr 0.000588] [CE 4.145 (4.443)] [KD 4.153 (4.271)] +2024-10-13 13:46:55,722 - Train: 71.45% [893900/1251000] [714.5/1000.0] [batch_t 0.161 (0.151)] [data_t 0.005] [optim_t 0.156] [lr 0.000588] [CE 4.549 (4.468)] [KD 4.458 (4.303)] +2024-10-13 13:47:03,349 - Train: 71.46% [893950/1251000] [714.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000588] [CE 4.391 (4.433)] [KD 4.173 (4.237)] +2024-10-13 13:47:10,936 - Train: 71.46% [894000/1251000] [714.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000588] [CE 4.333 (4.483)] [KD 4.219 (4.245)] +2024-10-13 13:47:18,796 - Train: 71.47% [894050/1251000] [714.7/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.142] [lr 0.000588] [CE 4.325 (4.437)] [KD 4.130 (4.239)] +2024-10-13 13:47:26,169 - Train: 71.47% [894100/1251000] [714.7/1000.0] [batch_t 0.146 (0.147)] [data_t 0.006] [optim_t 0.140] [lr 0.000588] [CE 4.166 (4.422)] [KD 4.090 (4.260)] +2024-10-13 13:47:33,700 - Train: 71.47% [894150/1251000] [714.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.000587] [CE 4.312 (4.403)] [KD 4.027 (4.261)] +2024-10-13 13:47:41,166 - Train: 71.48% [894200/1251000] [714.8/1000.0] [batch_t 0.153 (0.149)] [data_t 0.003] [optim_t 0.150] [lr 0.000587] [CE 4.983 (4.483)] [KD 4.495 (4.265)] +2024-10-13 13:47:48,616 - Train: 71.48% [894250/1251000] [714.8/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.000587] [CE 4.678 (4.463)] [KD 4.443 (4.262)] +2024-10-13 13:47:56,154 - Train: 71.49% [894300/1251000] [714.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000587] [CE 4.378 (4.507)] [KD 4.157 (4.355)] +2024-10-13 13:48:03,920 - Train: 71.49% [894350/1251000] [714.9/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000587] [CE 4.328 (4.522)] [KD 4.146 (4.333)] +2024-10-13 13:48:11,477 - Train: 71.49% [894400/1251000] [714.9/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.154] [lr 0.000587] [CE 4.467 (4.502)] [KD 4.404 (4.318)] +2024-10-13 13:48:18,915 - Train: 71.50% [894450/1251000] [715.0/1000.0] [batch_t 0.160 (0.149)] [data_t 0.010] [optim_t 0.150] [lr 0.000587] [CE 4.229 (4.438)] [KD 4.271 (4.270)] +2024-10-13 13:48:26,696 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34835] [top5_cnt 44724] [top_all 50000] +2024-10-13 13:48:26,696 - net: 69.670 (89.448) +2024-10-13 13:48:32,506 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 36937] [top5_cnt 45810] [top_all 50000] +2024-10-13 13:48:32,507 - net_E: 73.874 (91.620) +2024-10-13 13:48:32,641 - Max [top1: 70.574 (epoch: 714)] [top1-ema: 73.888 (epoch: 714)] +2024-10-13 13:48:32,641 - ==> Total time: 1 day, 16:01:23 Eta: 15:57:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 13:48:40,215 - Train: 71.50% [894500/1251000] [715.0/1000.0] [batch_t 0.152 (0.168)] [data_t 0.005] [optim_t 0.148] [lr 0.000586] [CE 4.071 (4.439)] [KD 4.083 (4.273)] +2024-10-13 13:48:47,751 - Train: 71.51% [894550/1251000] [715.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000586] [CE 4.524 (4.538)] [KD 4.546 (4.343)] +2024-10-13 13:48:55,148 - Train: 71.51% [894600/1251000] [715.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000586] [CE 4.199 (4.497)] [KD 4.229 (4.278)] +2024-10-13 13:49:02,809 - Train: 71.51% [894650/1251000] [715.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000586] [CE 4.654 (4.444)] [KD 4.409 (4.262)] +2024-10-13 13:49:10,392 - Train: 71.52% [894700/1251000] [715.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000586] [CE 4.417 (4.435)] [KD 4.048 (4.206)] +2024-10-13 13:49:18,153 - Train: 71.52% [894750/1251000] [715.2/1000.0] [batch_t 0.266 (0.155)] [data_t 0.006] [optim_t 0.260] [lr 0.000586] [CE 3.752 (4.478)] [KD 3.941 (4.230)] +2024-10-13 13:49:25,731 - Train: 71.53% [894800/1251000] [715.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000586] [CE 4.766 (4.455)] [KD 4.281 (4.224)] +2024-10-13 13:49:33,160 - Train: 71.53% [894850/1251000] [715.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000585] [CE 4.769 (4.520)] [KD 4.227 (4.280)] +2024-10-13 13:49:40,934 - Train: 71.53% [894900/1251000] [715.3/1000.0] [batch_t 0.255 (0.155)] [data_t 0.006] [optim_t 0.249] [lr 0.000585] [CE 4.414 (4.490)] [KD 4.194 (4.262)] +2024-10-13 13:49:48,346 - Train: 71.54% [894950/1251000] [715.4/1000.0] [batch_t 0.143 (0.148)] [data_t 0.005] [optim_t 0.138] [lr 0.000585] [CE 4.761 (4.478)] [KD 4.415 (4.244)] +2024-10-13 13:49:55,756 - Train: 71.54% [895000/1251000] [715.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000585] [CE 4.554 (4.560)] [KD 4.325 (4.350)] +2024-10-13 13:50:03,360 - Train: 71.55% [895050/1251000] [715.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000585] [CE 4.329 (4.421)] [KD 3.999 (4.197)] +2024-10-13 13:50:10,879 - Train: 71.55% [895100/1251000] [715.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000585] [CE 4.062 (4.472)] [KD 3.916 (4.291)] +2024-10-13 13:50:18,255 - Train: 71.55% [895150/1251000] [715.5/1000.0] [batch_t 0.143 (0.147)] [data_t 0.003] [optim_t 0.140] [lr 0.000585] [CE 4.266 (4.441)] [KD 3.950 (4.268)] +2024-10-13 13:50:25,963 - Train: 71.56% [895200/1251000] [715.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000584] [CE 4.704 (4.420)] [KD 4.166 (4.269)] +2024-10-13 13:50:33,335 - Train: 71.56% [895250/1251000] [715.6/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.000584] [CE 4.440 (4.511)] [KD 4.028 (4.303)] +2024-10-13 13:50:40,994 - Train: 71.57% [895300/1251000] [715.7/1000.0] [batch_t 0.145 (0.153)] [data_t 0.006] [optim_t 0.139] [lr 0.000584] [CE 4.284 (4.434)] [KD 4.278 (4.317)] +2024-10-13 13:50:48,473 - Train: 71.57% [895350/1251000] [715.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000584] [CE 4.545 (4.494)] [KD 4.201 (4.256)] +2024-10-13 13:50:55,850 - Train: 71.57% [895400/1251000] [715.7/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.000584] [CE 4.828 (4.463)] [KD 4.305 (4.276)] +2024-10-13 13:51:03,276 - Train: 71.58% [895450/1251000] [715.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000584] [CE 4.472 (4.477)] [KD 4.018 (4.271)] +2024-10-13 13:51:10,938 - Train: 71.58% [895500/1251000] [715.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000584] [CE 4.836 (4.559)] [KD 4.505 (4.332)] +2024-10-13 13:51:18,461 - Train: 71.59% [895550/1251000] [715.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000583] [CE 4.536 (4.504)] [KD 4.085 (4.313)] +2024-10-13 13:51:25,981 - Train: 71.59% [895600/1251000] [715.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000583] [CE 4.614 (4.491)] [KD 4.551 (4.296)] +2024-10-13 13:51:33,682 - Train: 71.59% [895650/1251000] [715.9/1000.0] [batch_t 0.154 (0.154)] [data_t 0.006] [optim_t 0.148] [lr 0.000583] [CE 4.533 (4.529)] [KD 4.472 (4.306)] +2024-10-13 13:51:41,091 - Train: 71.60% [895700/1251000] [716.0/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000583] [CE 4.533 (4.538)] [KD 4.444 (4.332)] +2024-10-13 13:51:49,194 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 35189] [top5_cnt 44831] [top_all 50000] +2024-10-13 13:51:49,194 - net: 70.378 (89.662) +2024-10-13 13:51:54,918 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 36902] [top5_cnt 45810] [top_all 50000] +2024-10-13 13:51:54,919 - net_E: 73.804 (91.620) +2024-10-13 13:51:55,087 - Max [top1: 70.574 (epoch: 714)] [top1-ema: 73.888 (epoch: 714)] +2024-10-13 13:51:55,087 - ==> Total time: 1 day, 16:04:46 Eta: 15:53:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 13:52:02,422 - Train: 71.60% [895750/1251000] [716.0/1000.0] [batch_t 0.154 (0.167)] [data_t 0.004] [optim_t 0.150] [lr 0.000583] [CE 4.045 (4.304)] [KD 3.880 (4.134)] +2024-10-13 13:52:09,908 - Train: 71.61% [895800/1251000] [716.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000583] [CE 4.737 (4.419)] [KD 4.363 (4.259)] +2024-10-13 13:52:17,366 - Train: 71.61% [895850/1251000] [716.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000582] [CE 4.279 (4.488)] [KD 4.163 (4.278)] +2024-10-13 13:52:25,240 - Train: 71.61% [895900/1251000] [716.1/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000582] [CE 3.982 (4.481)] [KD 3.972 (4.325)] +2024-10-13 13:52:32,768 - Train: 71.62% [895950/1251000] [716.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000582] [CE 4.158 (4.416)] [KD 4.007 (4.291)] +2024-10-13 13:52:40,357 - Train: 71.62% [896000/1251000] [716.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000582] [CE 4.864 (4.462)] [KD 4.392 (4.289)] +2024-10-13 13:52:48,029 - Train: 71.63% [896050/1251000] [716.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000582] [CE 4.571 (4.444)] [KD 4.366 (4.276)] +2024-10-13 13:52:55,536 - Train: 71.63% [896100/1251000] [716.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.000582] [CE 4.584 (4.515)] [KD 4.466 (4.321)] +2024-10-13 13:53:03,130 - Train: 71.63% [896150/1251000] [716.3/1000.0] [batch_t 0.154 (0.152)] [data_t 0.006] [optim_t 0.148] [lr 0.000582] [CE 4.545 (4.465)] [KD 4.174 (4.284)] +2024-10-13 13:53:10,842 - Train: 71.64% [896200/1251000] [716.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000581] [CE 4.274 (4.505)] [KD 4.286 (4.292)] +2024-10-13 13:53:18,480 - Train: 71.64% [896250/1251000] [716.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000581] [CE 4.620 (4.498)] [KD 4.516 (4.288)] +2024-10-13 13:53:26,294 - Train: 71.65% [896300/1251000] [716.5/1000.0] [batch_t 0.266 (0.156)] [data_t 0.003] [optim_t 0.263] [lr 0.000581] [CE 4.500 (4.534)] [KD 4.275 (4.277)] +2024-10-13 13:53:33,887 - Train: 71.65% [896350/1251000] [716.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000581] [CE 4.265 (4.508)] [KD 4.078 (4.261)] +2024-10-13 13:53:41,316 - Train: 71.65% [896400/1251000] [716.5/1000.0] [batch_t 0.154 (0.148)] [data_t 0.004] [optim_t 0.149] [lr 0.000581] [CE 4.403 (4.506)] [KD 4.265 (4.316)] +2024-10-13 13:53:49,175 - Train: 71.66% [896450/1251000] [716.6/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000581] [CE 4.139 (4.493)] [KD 4.060 (4.283)] +2024-10-13 13:53:56,685 - Train: 71.66% [896500/1251000] [716.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000581] [CE 4.029 (4.456)] [KD 3.856 (4.226)] +2024-10-13 13:54:04,117 - Train: 71.67% [896550/1251000] [716.7/1000.0] [batch_t 0.154 (0.149)] [data_t 0.009] [optim_t 0.145] [lr 0.000580] [CE 4.081 (4.444)] [KD 4.120 (4.287)] +2024-10-13 13:54:11,776 - Train: 71.67% [896600/1251000] [716.7/1000.0] [batch_t 0.143 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.000580] [CE 4.095 (4.467)] [KD 4.191 (4.263)] +2024-10-13 13:54:19,209 - Train: 71.67% [896650/1251000] [716.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000580] [CE 4.315 (4.466)] [KD 4.029 (4.255)] +2024-10-13 13:54:26,620 - Train: 71.68% [896700/1251000] [716.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000580] [CE 4.496 (4.477)] [KD 4.209 (4.274)] +2024-10-13 13:54:34,411 - Train: 71.68% [896750/1251000] [716.8/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000580] [CE 4.042 (4.439)] [KD 4.155 (4.276)] +2024-10-13 13:54:41,851 - Train: 71.69% [896800/1251000] [716.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000580] [CE 4.210 (4.389)] [KD 3.842 (4.230)] +2024-10-13 13:54:49,507 - Train: 71.69% [896850/1251000] [716.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000580] [CE 4.503 (4.446)] [KD 4.269 (4.226)] +2024-10-13 13:54:57,200 - Train: 71.69% [896900/1251000] [716.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000579] [CE 4.474 (4.559)] [KD 4.435 (4.313)] +2024-10-13 13:55:04,794 - Train: 71.70% [896950/1251000] [717.0/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.000579] [CE 4.521 (4.485)] [KD 4.488 (4.312)] +2024-10-13 13:55:12,874 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 35237] [top5_cnt 44878] [top_all 50000] +2024-10-13 13:55:12,874 - net: 70.474 (89.756) +2024-10-13 13:55:18,920 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 36923] [top5_cnt 45776] [top_all 50000] +2024-10-13 13:55:18,920 - net_E: 73.846 (91.552) +2024-10-13 13:55:19,068 - Max [top1: 70.574 (epoch: 714)] [top1-ema: 73.888 (epoch: 714)] +2024-10-13 13:55:19,068 - ==> Total time: 1 day, 16:08:10 Eta: 15:50:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 13:55:26,143 - Train: 71.70% [897000/1251000] [717.0/1000.0] [batch_t 0.150 (0.168)] [data_t 0.004] [optim_t 0.146] [lr 0.000579] [CE 4.751 (4.464)] [KD 4.245 (4.270)] +2024-10-13 13:55:33,743 - Train: 71.71% [897050/1251000] [717.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000579] [CE 4.591 (4.438)] [KD 4.483 (4.242)] +2024-10-13 13:55:41,471 - Train: 71.71% [897100/1251000] [717.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000579] [CE 4.013 (4.449)] [KD 4.192 (4.312)] +2024-10-13 13:55:48,938 - Train: 71.71% [897150/1251000] [717.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000579] [CE 4.544 (4.433)] [KD 4.124 (4.254)] +2024-10-13 13:55:56,430 - Train: 71.72% [897200/1251000] [717.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000579] [CE 5.001 (4.408)] [KD 4.491 (4.225)] +2024-10-13 13:56:04,338 - Train: 71.72% [897250/1251000] [717.2/1000.0] [batch_t 0.295 (0.158)] [data_t 0.003] [optim_t 0.292] [lr 0.000578] [CE 4.524 (4.441)] [KD 4.291 (4.244)] +2024-10-13 13:56:12,042 - Train: 71.73% [897300/1251000] [717.3/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000578] [CE 4.659 (4.477)] [KD 4.259 (4.271)] +2024-10-13 13:56:19,546 - Train: 71.73% [897350/1251000] [717.3/1000.0] [batch_t 0.158 (0.150)] [data_t 0.003] [optim_t 0.154] [lr 0.000578] [CE 4.469 (4.501)] [KD 4.247 (4.268)] +2024-10-13 13:56:27,237 - Train: 71.73% [897400/1251000] [717.3/1000.0] [batch_t 0.157 (0.154)] [data_t 0.006] [optim_t 0.151] [lr 0.000578] [CE 4.725 (4.467)] [KD 4.407 (4.257)] +2024-10-13 13:56:34,671 - Train: 71.74% [897450/1251000] [717.4/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.000578] [CE 4.535 (4.458)] [KD 3.987 (4.271)] +2024-10-13 13:56:42,288 - Train: 71.74% [897500/1251000] [717.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000578] [CE 4.733 (4.467)] [KD 4.686 (4.299)] +2024-10-13 13:56:49,849 - Train: 71.75% [897550/1251000] [717.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000578] [CE 4.536 (4.528)] [KD 4.325 (4.321)] +2024-10-13 13:56:57,365 - Train: 71.75% [897600/1251000] [717.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000577] [CE 4.587 (4.485)] [KD 4.463 (4.333)] +2024-10-13 13:57:04,846 - Train: 71.75% [897650/1251000] [717.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000577] [CE 4.225 (4.498)] [KD 3.990 (4.310)] +2024-10-13 13:57:12,770 - Train: 71.76% [897700/1251000] [717.6/1000.0] [batch_t 0.145 (0.158)] [data_t 0.005] [optim_t 0.140] [lr 0.000577] [CE 4.542 (4.496)] [KD 4.428 (4.286)] +2024-10-13 13:57:20,336 - Train: 71.76% [897750/1251000] [717.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000577] [CE 4.495 (4.460)] [KD 4.077 (4.271)] +2024-10-13 13:57:27,773 - Train: 71.77% [897800/1251000] [717.7/1000.0] [batch_t 0.164 (0.149)] [data_t 0.003] [optim_t 0.160] [lr 0.000577] [CE 4.883 (4.436)] [KD 4.488 (4.250)] +2024-10-13 13:57:35,421 - Train: 71.77% [897850/1251000] [717.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000577] [CE 4.569 (4.525)] [KD 4.326 (4.327)] +2024-10-13 13:57:42,996 - Train: 71.77% [897900/1251000] [717.7/1000.0] [batch_t 0.167 (0.151)] [data_t 0.006] [optim_t 0.161] [lr 0.000577] [CE 4.618 (4.524)] [KD 4.283 (4.298)] +2024-10-13 13:57:50,504 - Train: 71.78% [897950/1251000] [717.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000576] [CE 4.725 (4.424)] [KD 4.363 (4.245)] +2024-10-13 13:57:58,204 - Train: 71.78% [898000/1251000] [717.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.000576] [CE 4.364 (4.447)] [KD 4.236 (4.304)] +2024-10-13 13:58:05,685 - Train: 71.79% [898050/1251000] [717.9/1000.0] [batch_t 0.143 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.000576] [CE 5.170 (4.400)] [KD 4.577 (4.257)] +2024-10-13 13:58:13,272 - Train: 71.79% [898100/1251000] [717.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000576] [CE 4.631 (4.445)] [KD 4.347 (4.277)] +2024-10-13 13:58:20,784 - Train: 71.79% [898150/1251000] [717.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.000576] [CE 4.970 (4.536)] [KD 4.411 (4.278)] +2024-10-13 13:58:28,341 - Train: 71.80% [898200/1251000] [718.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000576] [CE 4.555 (4.440)] [KD 4.484 (4.285)] +2024-10-13 13:58:36,591 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 35192] [top5_cnt 44844] [top_all 50000] +2024-10-13 13:58:36,592 - net: 70.384 (89.688) +2024-10-13 13:58:42,409 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 36922] [top5_cnt 45796] [top_all 50000] +2024-10-13 13:58:42,410 - net_E: 73.844 (91.592) +2024-10-13 13:58:42,633 - Max [top1: 70.574 (epoch: 714)] [top1-ema: 73.888 (epoch: 714)] +2024-10-13 13:58:42,634 - ==> Total time: 1 day, 16:11:33 Eta: 15:47:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 13:58:49,395 - Train: 71.80% [898250/1251000] [718.0/1000.0] [batch_t 0.145 (0.168)] [data_t 0.004] [optim_t 0.141] [lr 0.000576] [CE 4.499 (4.490)] [KD 4.304 (4.250)] +2024-10-13 13:58:56,899 - Train: 71.81% [898300/1251000] [718.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000575] [CE 4.929 (4.442)] [KD 4.601 (4.211)] +2024-10-13 13:59:04,453 - Train: 71.81% [898350/1251000] [718.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000575] [CE 4.722 (4.414)] [KD 4.193 (4.217)] +2024-10-13 13:59:12,099 - Train: 71.81% [898400/1251000] [718.1/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000575] [CE 4.186 (4.407)] [KD 4.113 (4.219)] +2024-10-13 13:59:19,535 - Train: 71.82% [898450/1251000] [718.2/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.000575] [CE 4.367 (4.514)] [KD 4.122 (4.288)] +2024-10-13 13:59:26,884 - Train: 71.82% [898500/1251000] [718.2/1000.0] [batch_t 0.145 (0.147)] [data_t 0.004] [optim_t 0.140] [lr 0.000575] [CE 4.255 (4.486)] [KD 4.058 (4.329)] +2024-10-13 13:59:34,382 - Train: 71.83% [898550/1251000] [718.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000575] [CE 4.301 (4.477)] [KD 4.169 (4.246)] +2024-10-13 13:59:42,016 - Train: 71.83% [898600/1251000] [718.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000575] [CE 4.058 (4.437)] [KD 4.265 (4.230)] +2024-10-13 13:59:49,624 - Train: 71.83% [898650/1251000] [718.3/1000.0] [batch_t 0.265 (0.152)] [data_t 0.004] [optim_t 0.262] [lr 0.000574] [CE 4.506 (4.482)] [KD 4.461 (4.282)] +2024-10-13 13:59:57,142 - Train: 71.84% [898700/1251000] [718.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000574] [CE 5.064 (4.472)] [KD 4.615 (4.285)] +2024-10-13 14:00:04,883 - Train: 71.84% [898750/1251000] [718.4/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000574] [CE 4.425 (4.488)] [KD 4.011 (4.271)] +2024-10-13 14:00:12,328 - Train: 71.85% [898800/1251000] [718.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000574] [CE 4.396 (4.459)] [KD 4.214 (4.274)] +2024-10-13 14:00:19,851 - Train: 71.85% [898850/1251000] [718.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000574] [CE 4.392 (4.461)] [KD 4.043 (4.268)] +2024-10-13 14:00:27,386 - Train: 71.85% [898900/1251000] [718.5/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.000574] [CE 4.853 (4.449)] [KD 4.640 (4.272)] +2024-10-13 14:00:34,920 - Train: 71.86% [898950/1251000] [718.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000574] [CE 4.858 (4.426)] [KD 4.317 (4.235)] +2024-10-13 14:00:42,457 - Train: 71.86% [899000/1251000] [718.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000573] [CE 4.449 (4.383)] [KD 3.983 (4.149)] +2024-10-13 14:00:50,054 - Train: 71.87% [899050/1251000] [718.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.000573] [CE 4.643 (4.453)] [KD 4.437 (4.226)] +2024-10-13 14:00:57,610 - Train: 71.87% [899100/1251000] [718.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000573] [CE 4.473 (4.417)] [KD 4.249 (4.288)] +2024-10-13 14:01:05,399 - Train: 71.87% [899150/1251000] [718.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.007] [optim_t 0.141] [lr 0.000573] [CE 4.873 (4.439)] [KD 4.630 (4.266)] +2024-10-13 14:01:12,971 - Train: 71.88% [899200/1251000] [718.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000573] [CE 4.023 (4.416)] [KD 4.087 (4.251)] +2024-10-13 14:01:20,330 - Train: 71.88% [899250/1251000] [718.8/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.000573] [CE 4.099 (4.533)] [KD 3.901 (4.264)] +2024-10-13 14:01:27,871 - Train: 71.89% [899300/1251000] [718.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000573] [CE 4.301 (4.440)] [KD 4.393 (4.287)] +2024-10-13 14:01:35,476 - Train: 71.89% [899350/1251000] [718.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000572] [CE 4.567 (4.519)] [KD 4.545 (4.307)] +2024-10-13 14:01:42,925 - Train: 71.89% [899400/1251000] [718.9/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.151] [lr 0.000572] [CE 4.384 (4.476)] [KD 4.150 (4.283)] +2024-10-13 14:01:50,627 - Train: 71.90% [899450/1251000] [719.0/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000572] [CE 4.522 (4.556)] [KD 4.414 (4.353)] +2024-10-13 14:01:58,995 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34298] [top5_cnt 44289] [top_all 50000] +2024-10-13 14:01:58,995 - net: 68.596 (88.578) +2024-10-13 14:02:04,870 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 36936] [top5_cnt 45815] [top_all 50000] +2024-10-13 14:02:04,870 - net_E: 73.872 (91.630) +2024-10-13 14:02:05,008 - Max [top1: 70.574 (epoch: 714)] [top1-ema: 73.888 (epoch: 714)] +2024-10-13 14:02:05,009 - ==> Total time: 1 day, 16:14:56 Eta: 15:43:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 14:02:12,714 - Train: 71.90% [899500/1251000] [719.0/1000.0] [batch_t 0.147 (0.167)] [data_t 0.005] [optim_t 0.142] [lr 0.000572] [CE 4.064 (4.426)] [KD 3.870 (4.220)] +2024-10-13 14:02:20,320 - Train: 71.91% [899550/1251000] [719.1/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000572] [CE 4.815 (4.487)] [KD 4.584 (4.246)] +2024-10-13 14:02:28,049 - Train: 71.91% [899600/1251000] [719.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000572] [CE 4.654 (4.577)] [KD 4.397 (4.281)] +2024-10-13 14:02:35,659 - Train: 71.91% [899650/1251000] [719.1/1000.0] [batch_t 0.159 (0.152)] [data_t 0.003] [optim_t 0.156] [lr 0.000572] [CE 4.520 (4.486)] [KD 4.497 (4.216)] +2024-10-13 14:02:43,587 - Train: 71.92% [899700/1251000] [719.2/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.000571] [CE 4.510 (4.475)] [KD 4.336 (4.228)] +2024-10-13 14:02:51,025 - Train: 71.92% [899750/1251000] [719.2/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.000571] [CE 4.443 (4.456)] [KD 3.923 (4.248)] +2024-10-13 14:02:58,778 - Train: 71.93% [899800/1251000] [719.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000571] [CE 4.168 (4.524)] [KD 4.114 (4.261)] +2024-10-13 14:03:06,264 - Train: 71.93% [899850/1251000] [719.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000571] [CE 4.710 (4.492)] [KD 4.105 (4.259)] +2024-10-13 14:03:13,854 - Train: 71.93% [899900/1251000] [719.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000571] [CE 4.469 (4.395)] [KD 4.291 (4.226)] +2024-10-13 14:03:21,248 - Train: 71.94% [899950/1251000] [719.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000571] [CE 4.517 (4.423)] [KD 4.225 (4.211)] +2024-10-13 14:03:29,042 - Train: 71.94% [900000/1251000] [719.4/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000570] [CE 4.099 (4.478)] [KD 4.014 (4.253)] +2024-10-13 14:03:36,826 - Train: 71.95% [900050/1251000] [719.5/1000.0] [batch_t 0.145 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.000570] [CE 4.425 (4.557)] [KD 3.788 (4.262)] +2024-10-13 14:03:44,320 - Train: 71.95% [900100/1251000] [719.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000570] [CE 4.356 (4.524)] [KD 3.993 (4.284)] +2024-10-13 14:03:51,697 - Train: 71.95% [900150/1251000] [719.5/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.000570] [CE 4.255 (4.422)] [KD 3.964 (4.215)] +2024-10-13 14:03:59,089 - Train: 71.96% [900200/1251000] [719.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000570] [CE 4.451 (4.491)] [KD 4.207 (4.268)] +2024-10-13 14:04:06,654 - Train: 71.96% [900250/1251000] [719.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000570] [CE 3.952 (4.431)] [KD 4.092 (4.161)] +2024-10-13 14:04:14,316 - Train: 71.97% [900300/1251000] [719.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000570] [CE 4.068 (4.468)] [KD 3.948 (4.273)] +2024-10-13 14:04:21,937 - Train: 71.97% [900350/1251000] [719.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000569] [CE 4.360 (4.491)] [KD 4.295 (4.303)] +2024-10-13 14:04:29,362 - Train: 71.97% [900400/1251000] [719.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.000569] [CE 4.240 (4.462)] [KD 4.315 (4.329)] +2024-10-13 14:04:36,886 - Train: 71.98% [900450/1251000] [719.8/1000.0] [batch_t 0.143 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.000569] [CE 4.427 (4.464)] [KD 4.056 (4.270)] +2024-10-13 14:04:44,423 - Train: 71.98% [900500/1251000] [719.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000569] [CE 4.111 (4.462)] [KD 4.183 (4.266)] +2024-10-13 14:04:51,816 - Train: 71.99% [900550/1251000] [719.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000569] [CE 4.784 (4.446)] [KD 4.052 (4.288)] +2024-10-13 14:04:59,380 - Train: 71.99% [900600/1251000] [719.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000569] [CE 4.441 (4.526)] [KD 4.048 (4.332)] +2024-10-13 14:05:06,952 - Train: 71.99% [900650/1251000] [719.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000569] [CE 4.206 (4.418)] [KD 4.057 (4.213)] +2024-10-13 14:05:14,524 - Train: 72.00% [900700/1251000] [720.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000568] [CE 4.841 (4.441)] [KD 4.564 (4.240)] +2024-10-13 14:05:23,156 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35530] [top5_cnt 45002] [top_all 50000] +2024-10-13 14:05:23,157 - net: 71.060 (90.004) +2024-10-13 14:05:28,873 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 36946] [top5_cnt 45826] [top_all 50000] +2024-10-13 14:05:28,874 - net_E: 73.892 (91.652) +2024-10-13 14:05:28,997 - Max [top1: 71.060 (epoch: 720)] [top1-ema: 73.892 (epoch: 720)] +2024-10-13 14:05:28,997 - ==> Total time: 1 day, 16:18:20 Eta: 15:40:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 14:05:38,217 - Train: 72.00% [900750/1251000] [720.0/1000.0] [batch_t 0.148 (0.165)] [data_t 0.005] [optim_t 0.143] [lr 0.000568] [CE 4.214 (4.411)] [KD 4.108 (4.174)] +2024-10-13 14:05:45,983 - Train: 72.01% [900800/1251000] [720.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000568] [CE 4.653 (4.456)] [KD 4.553 (4.200)] +2024-10-13 14:05:53,819 - Train: 72.01% [900850/1251000] [720.1/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000568] [CE 4.856 (4.473)] [KD 4.240 (4.239)] +2024-10-13 14:06:01,599 - Train: 72.01% [900900/1251000] [720.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000568] [CE 4.215 (4.514)] [KD 4.066 (4.272)] +2024-10-13 14:06:09,192 - Train: 72.02% [900950/1251000] [720.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000568] [CE 5.123 (4.496)] [KD 4.410 (4.239)] +2024-10-13 14:06:16,719 - Train: 72.02% [901000/1251000] [720.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000568] [CE 3.980 (4.477)] [KD 4.019 (4.239)] +2024-10-13 14:06:24,207 - Train: 72.03% [901050/1251000] [720.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000567] [CE 4.360 (4.495)] [KD 4.032 (4.256)] +2024-10-13 14:06:31,867 - Train: 72.03% [901100/1251000] [720.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000567] [CE 4.556 (4.489)] [KD 4.415 (4.301)] +2024-10-13 14:06:39,507 - Train: 72.03% [901150/1251000] [720.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000567] [CE 4.413 (4.468)] [KD 4.269 (4.267)] +2024-10-13 14:06:47,347 - Train: 72.04% [901200/1251000] [720.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000567] [CE 4.966 (4.502)] [KD 4.610 (4.260)] +2024-10-13 14:06:54,940 - Train: 72.04% [901250/1251000] [720.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000567] [CE 4.301 (4.497)] [KD 4.205 (4.283)] +2024-10-13 14:07:02,542 - Train: 72.05% [901300/1251000] [720.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000567] [CE 4.386 (4.423)] [KD 4.051 (4.192)] +2024-10-13 14:07:10,060 - Train: 72.05% [901350/1251000] [720.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000567] [CE 4.585 (4.499)] [KD 4.037 (4.249)] +2024-10-13 14:07:17,583 - Train: 72.05% [901400/1251000] [720.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000566] [CE 4.537 (4.472)] [KD 4.328 (4.233)] +2024-10-13 14:07:24,995 - Train: 72.06% [901450/1251000] [720.6/1000.0] [batch_t 0.143 (0.148)] [data_t 0.004] [optim_t 0.139] [lr 0.000566] [CE 3.917 (4.503)] [KD 3.919 (4.264)] +2024-10-13 14:07:32,699 - Train: 72.06% [901500/1251000] [720.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000566] [CE 4.564 (4.517)] [KD 4.249 (4.325)] +2024-10-13 14:07:40,405 - Train: 72.07% [901550/1251000] [720.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000566] [CE 4.137 (4.480)] [KD 4.107 (4.284)] +2024-10-13 14:07:47,887 - Train: 72.07% [901600/1251000] [720.7/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.000566] [CE 4.824 (4.484)] [KD 4.297 (4.274)] +2024-10-13 14:07:55,600 - Train: 72.07% [901650/1251000] [720.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000566] [CE 4.448 (4.428)] [KD 4.125 (4.247)] +2024-10-13 14:08:03,293 - Train: 72.08% [901700/1251000] [720.8/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000566] [CE 4.244 (4.428)] [KD 4.382 (4.264)] +2024-10-13 14:08:10,921 - Train: 72.08% [901750/1251000] [720.8/1000.0] [batch_t 0.153 (0.152)] [data_t 0.007] [optim_t 0.146] [lr 0.000565] [CE 4.827 (4.517)] [KD 4.697 (4.286)] +2024-10-13 14:08:18,383 - Train: 72.09% [901800/1251000] [720.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000565] [CE 4.599 (4.529)] [KD 4.359 (4.323)] +2024-10-13 14:08:25,943 - Train: 72.09% [901850/1251000] [720.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000565] [CE 4.385 (4.570)] [KD 4.061 (4.336)] +2024-10-13 14:08:33,343 - Train: 72.09% [901900/1251000] [720.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000565] [CE 4.854 (4.430)] [KD 4.491 (4.258)] +2024-10-13 14:08:40,856 - Train: 72.10% [901950/1251000] [721.0/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000565] [CE 4.604 (4.513)] [KD 4.139 (4.251)] +2024-10-13 14:08:49,849 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 35057] [top5_cnt 44844] [top_all 50000] +2024-10-13 14:08:49,849 - net: 70.114 (89.688) +2024-10-13 14:08:55,598 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 36968] [top5_cnt 45830] [top_all 50000] +2024-10-13 14:08:55,599 - net_E: 73.936 (91.660) +2024-10-13 14:08:55,748 - Max [top1: 71.060 (epoch: 720)] [top1-ema: 73.936 (epoch: 721)] +2024-10-13 14:08:55,749 - ==> Total time: 1 day, 16:21:46 Eta: 15:37:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 14:09:03,179 - Train: 72.10% [902000/1251000] [721.0/1000.0] [batch_t 0.148 (0.164)] [data_t 0.004] [optim_t 0.145] [lr 0.000565] [CE 4.670 (4.417)] [KD 4.212 (4.245)] +2024-10-13 14:09:11,089 - Train: 72.11% [902050/1251000] [721.1/1000.0] [batch_t 0.142 (0.158)] [data_t 0.004] [optim_t 0.138] [lr 0.000565] [CE 4.720 (4.450)] [KD 4.553 (4.224)] +2024-10-13 14:09:18,595 - Train: 72.11% [902100/1251000] [721.1/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.000564] [CE 4.765 (4.421)] [KD 4.287 (4.215)] +2024-10-13 14:09:26,145 - Train: 72.11% [902150/1251000] [721.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000564] [CE 4.337 (4.422)] [KD 4.331 (4.262)] +2024-10-13 14:09:33,709 - Train: 72.12% [902200/1251000] [721.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.007] [optim_t 0.140] [lr 0.000564] [CE 4.291 (4.400)] [KD 4.307 (4.225)] +2024-10-13 14:09:41,216 - Train: 72.12% [902250/1251000] [721.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000564] [CE 4.738 (4.442)] [KD 4.219 (4.197)] +2024-10-13 14:09:48,655 - Train: 72.13% [902300/1251000] [721.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.007] [optim_t 0.140] [lr 0.000564] [CE 4.654 (4.477)] [KD 4.405 (4.221)] +2024-10-13 14:09:56,214 - Train: 72.13% [902350/1251000] [721.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000564] [CE 4.471 (4.494)] [KD 3.964 (4.215)] +2024-10-13 14:10:03,664 - Train: 72.13% [902400/1251000] [721.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000564] [CE 4.764 (4.431)] [KD 4.344 (4.199)] +2024-10-13 14:10:11,674 - Train: 72.14% [902450/1251000] [721.4/1000.0] [batch_t 0.291 (0.160)] [data_t 0.003] [optim_t 0.287] [lr 0.000563] [CE 4.721 (4.507)] [KD 4.431 (4.239)] +2024-10-13 14:10:19,298 - Train: 72.14% [902500/1251000] [721.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000563] [CE 4.705 (4.499)] [KD 4.230 (4.250)] +2024-10-13 14:10:26,772 - Train: 72.15% [902550/1251000] [721.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000563] [CE 3.869 (4.388)] [KD 3.698 (4.202)] +2024-10-13 14:10:34,283 - Train: 72.15% [902600/1251000] [721.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000563] [CE 4.251 (4.428)] [KD 4.067 (4.238)] +2024-10-13 14:10:41,723 - Train: 72.15% [902650/1251000] [721.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000563] [CE 3.806 (4.544)] [KD 3.866 (4.269)] +2024-10-13 14:10:49,207 - Train: 72.16% [902700/1251000] [721.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000563] [CE 3.559 (4.413)] [KD 3.492 (4.269)] +2024-10-13 14:10:56,675 - Train: 72.16% [902750/1251000] [721.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000563] [CE 4.574 (4.463)] [KD 4.279 (4.278)] +2024-10-13 14:11:04,316 - Train: 72.17% [902800/1251000] [721.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.008] [optim_t 0.143] [lr 0.000562] [CE 4.456 (4.546)] [KD 4.209 (4.293)] +2024-10-13 14:11:11,817 - Train: 72.17% [902850/1251000] [721.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000562] [CE 4.636 (4.441)] [KD 4.472 (4.268)] +2024-10-13 14:11:19,432 - Train: 72.17% [902900/1251000] [721.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000562] [CE 4.847 (4.458)] [KD 4.440 (4.229)] +2024-10-13 14:11:26,802 - Train: 72.18% [902950/1251000] [721.8/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.140] [lr 0.000562] [CE 4.157 (4.454)] [KD 4.026 (4.262)] +2024-10-13 14:11:34,513 - Train: 72.18% [903000/1251000] [721.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000562] [CE 4.012 (4.489)] [KD 4.321 (4.248)] +2024-10-13 14:11:41,875 - Train: 72.19% [903050/1251000] [721.9/1000.0] [batch_t 0.149 (0.147)] [data_t 0.004] [optim_t 0.145] [lr 0.000562] [CE 4.558 (4.449)] [KD 4.226 (4.217)] +2024-10-13 14:11:49,508 - Train: 72.19% [903100/1251000] [721.9/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000562] [CE 4.826 (4.529)] [KD 4.495 (4.283)] +2024-10-13 14:11:56,828 - Train: 72.19% [903150/1251000] [721.9/1000.0] [batch_t 0.147 (0.146)] [data_t 0.005] [optim_t 0.142] [lr 0.000561] [CE 4.070 (4.416)] [KD 4.031 (4.222)] +2024-10-13 14:12:04,327 - Train: 72.20% [903200/1251000] [722.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000561] [CE 4.231 (4.514)] [KD 4.236 (4.298)] +2024-10-13 14:12:13,188 - Test (net): 100.00% [50/50] [batch_t 0.050 (0.107)] [top1_cnt 34701] [top5_cnt 44488] [top_all 50000] +2024-10-13 14:12:13,189 - net: 69.402 (88.976) +2024-10-13 14:12:19,013 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 36958] [top5_cnt 45835] [top_all 50000] +2024-10-13 14:12:19,014 - net_E: 73.916 (91.670) +2024-10-13 14:12:19,161 - Max [top1: 71.060 (epoch: 720)] [top1-ema: 73.936 (epoch: 721)] +2024-10-13 14:12:19,162 - ==> Total time: 1 day, 16:25:10 Eta: 15:33:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 14:12:25,434 - Train: 72.20% [903250/1251000] [722.0/1000.0] [batch_t 0.147 (0.173)] [data_t 0.004] [optim_t 0.143] [lr 0.000561] [CE 4.833 (4.451)] [KD 4.374 (4.229)] +2024-10-13 14:12:33,333 - Train: 72.21% [903300/1251000] [722.1/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000561] [CE 4.960 (4.487)] [KD 4.401 (4.249)] +2024-10-13 14:12:40,890 - Train: 72.21% [903350/1251000] [722.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.002] [optim_t 0.144] [lr 0.000561] [CE 3.998 (4.458)] [KD 4.144 (4.189)] +2024-10-13 14:12:48,486 - Train: 72.21% [903400/1251000] [722.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000561] [CE 4.477 (4.530)] [KD 4.339 (4.250)] +2024-10-13 14:12:55,960 - Train: 72.22% [903450/1251000] [722.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000561] [CE 4.163 (4.348)] [KD 3.840 (4.194)] +2024-10-13 14:13:03,576 - Train: 72.22% [903500/1251000] [722.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000560] [CE 4.669 (4.444)] [KD 4.189 (4.235)] +2024-10-13 14:13:11,142 - Train: 72.23% [903550/1251000] [722.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000560] [CE 4.218 (4.342)] [KD 3.838 (4.128)] +2024-10-13 14:13:18,599 - Train: 72.23% [903600/1251000] [722.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000560] [CE 4.599 (4.392)] [KD 4.255 (4.179)] +2024-10-13 14:13:26,078 - Train: 72.23% [903650/1251000] [722.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000560] [CE 4.092 (4.447)] [KD 4.007 (4.210)] +2024-10-13 14:13:33,779 - Train: 72.24% [903700/1251000] [722.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000560] [CE 5.158 (4.506)] [KD 4.544 (4.298)] +2024-10-13 14:13:41,670 - Train: 72.24% [903750/1251000] [722.4/1000.0] [batch_t 0.150 (0.158)] [data_t 0.006] [optim_t 0.144] [lr 0.000560] [CE 4.434 (4.486)] [KD 4.258 (4.273)] +2024-10-13 14:13:49,309 - Train: 72.25% [903800/1251000] [722.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000560] [CE 4.714 (4.463)] [KD 4.119 (4.192)] +2024-10-13 14:13:56,776 - Train: 72.25% [903850/1251000] [722.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000559] [CE 3.916 (4.514)] [KD 3.998 (4.265)] +2024-10-13 14:14:04,258 - Train: 72.25% [903900/1251000] [722.5/1000.0] [batch_t 0.152 (0.150)] [data_t 0.006] [optim_t 0.146] [lr 0.000559] [CE 4.420 (4.399)] [KD 4.110 (4.190)] +2024-10-13 14:14:11,932 - Train: 72.26% [903950/1251000] [722.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000559] [CE 5.221 (4.436)] [KD 4.919 (4.218)] +2024-10-13 14:14:19,373 - Train: 72.26% [904000/1251000] [722.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000559] [CE 4.072 (4.447)] [KD 4.028 (4.200)] +2024-10-13 14:14:27,226 - Train: 72.27% [904050/1251000] [722.7/1000.0] [batch_t 0.267 (0.157)] [data_t 0.002] [optim_t 0.264] [lr 0.000559] [CE 4.619 (4.432)] [KD 4.450 (4.182)] +2024-10-13 14:14:34,699 - Train: 72.27% [904100/1251000] [722.7/1000.0] [batch_t 0.144 (0.149)] [data_t 0.006] [optim_t 0.138] [lr 0.000559] [CE 4.737 (4.506)] [KD 4.684 (4.287)] +2024-10-13 14:14:42,200 - Train: 72.27% [904150/1251000] [722.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.008] [optim_t 0.140] [lr 0.000559] [CE 4.282 (4.477)] [KD 4.112 (4.276)] +2024-10-13 14:14:49,699 - Train: 72.28% [904200/1251000] [722.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.007] [optim_t 0.142] [lr 0.000558] [CE 4.591 (4.472)] [KD 4.336 (4.286)] +2024-10-13 14:14:57,292 - Train: 72.28% [904250/1251000] [722.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000558] [CE 4.217 (4.492)] [KD 3.994 (4.272)] +2024-10-13 14:15:04,848 - Train: 72.29% [904300/1251000] [722.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000558] [CE 4.418 (4.414)] [KD 4.285 (4.216)] +2024-10-13 14:15:12,505 - Train: 72.29% [904350/1251000] [722.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000558] [CE 4.360 (4.492)] [KD 4.302 (4.308)] +2024-10-13 14:15:20,049 - Train: 72.29% [904400/1251000] [722.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000558] [CE 4.007 (4.466)] [KD 4.174 (4.263)] +2024-10-13 14:15:27,484 - Train: 72.30% [904450/1251000] [723.0/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000558] [CE 4.701 (4.446)] [KD 4.439 (4.240)] +2024-10-13 14:15:36,423 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 35343] [top5_cnt 44949] [top_all 50000] +2024-10-13 14:15:36,424 - net: 70.686 (89.898) +2024-10-13 14:15:42,154 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 36978] [top5_cnt 45829] [top_all 50000] +2024-10-13 14:15:42,154 - net_E: 73.956 (91.658) +2024-10-13 14:15:42,268 - Max [top1: 71.060 (epoch: 720)] [top1-ema: 73.956 (epoch: 723)] +2024-10-13 14:15:42,268 - ==> Total time: 1 day, 16:28:33 Eta: 15:30:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 14:15:50,058 - Train: 72.30% [904500/1251000] [723.0/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000558] [CE 3.977 (4.509)] [KD 3.917 (4.237)] +2024-10-13 14:15:57,803 - Train: 72.31% [904550/1251000] [723.1/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000557] [CE 4.892 (4.390)] [KD 4.441 (4.193)] +2024-10-13 14:16:05,362 - Train: 72.31% [904600/1251000] [723.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000557] [CE 4.302 (4.397)] [KD 4.398 (4.200)] +2024-10-13 14:16:12,904 - Train: 72.31% [904650/1251000] [723.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000557] [CE 4.849 (4.516)] [KD 4.340 (4.250)] +2024-10-13 14:16:20,712 - Train: 72.32% [904700/1251000] [723.2/1000.0] [batch_t 0.145 (0.156)] [data_t 0.005] [optim_t 0.140] [lr 0.000557] [CE 4.869 (4.459)] [KD 4.496 (4.273)] +2024-10-13 14:16:28,101 - Train: 72.32% [904750/1251000] [723.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000557] [CE 4.540 (4.453)] [KD 4.303 (4.262)] +2024-10-13 14:16:35,483 - Train: 72.33% [904800/1251000] [723.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000557] [CE 4.836 (4.514)] [KD 4.494 (4.277)] +2024-10-13 14:16:42,875 - Train: 72.33% [904850/1251000] [723.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000557] [CE 4.922 (4.469)] [KD 4.187 (4.236)] +2024-10-13 14:16:50,260 - Train: 72.33% [904900/1251000] [723.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000556] [CE 4.502 (4.438)] [KD 4.108 (4.237)] +2024-10-13 14:16:57,880 - Train: 72.34% [904950/1251000] [723.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000556] [CE 4.346 (4.439)] [KD 4.075 (4.193)] +2024-10-13 14:17:05,529 - Train: 72.34% [905000/1251000] [723.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.000556] [CE 4.584 (4.482)] [KD 4.349 (4.205)] +2024-10-13 14:17:13,113 - Train: 72.35% [905050/1251000] [723.5/1000.0] [batch_t 0.144 (0.152)] [data_t 0.006] [optim_t 0.138] [lr 0.000556] [CE 4.152 (4.429)] [KD 3.946 (4.193)] +2024-10-13 14:17:20,680 - Train: 72.35% [905100/1251000] [723.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000556] [CE 5.099 (4.482)] [KD 4.473 (4.237)] +2024-10-13 14:17:28,393 - Train: 72.35% [905150/1251000] [723.5/1000.0] [batch_t 0.144 (0.154)] [data_t 0.003] [optim_t 0.141] [lr 0.000556] [CE 4.416 (4.481)] [KD 4.265 (4.238)] +2024-10-13 14:17:35,859 - Train: 72.36% [905200/1251000] [723.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000556] [CE 4.447 (4.499)] [KD 4.278 (4.261)] +2024-10-13 14:17:43,446 - Train: 72.36% [905250/1251000] [723.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000555] [CE 4.843 (4.420)] [KD 4.399 (4.199)] +2024-10-13 14:17:50,897 - Train: 72.37% [905300/1251000] [723.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000555] [CE 4.560 (4.503)] [KD 4.429 (4.248)] +2024-10-13 14:17:58,383 - Train: 72.37% [905350/1251000] [723.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.000555] [CE 4.463 (4.521)] [KD 4.564 (4.253)] +2024-10-13 14:18:06,292 - Train: 72.37% [905400/1251000] [723.7/1000.0] [batch_t 0.150 (0.158)] [data_t 0.006] [optim_t 0.143] [lr 0.000555] [CE 4.948 (4.478)] [KD 4.536 (4.264)] +2024-10-13 14:18:13,750 - Train: 72.38% [905450/1251000] [723.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.000555] [CE 4.539 (4.469)] [KD 4.399 (4.211)] +2024-10-13 14:18:21,263 - Train: 72.38% [905500/1251000] [723.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.007] [optim_t 0.140] [lr 0.000555] [CE 4.745 (4.514)] [KD 4.313 (4.281)] +2024-10-13 14:18:29,062 - Train: 72.39% [905550/1251000] [723.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000555] [CE 4.501 (4.461)] [KD 4.419 (4.221)] +2024-10-13 14:18:36,498 - Train: 72.39% [905600/1251000] [723.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000554] [CE 4.226 (4.480)] [KD 4.109 (4.238)] +2024-10-13 14:18:44,009 - Train: 72.39% [905650/1251000] [723.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000554] [CE 4.025 (4.495)] [KD 4.123 (4.293)] +2024-10-13 14:18:51,417 - Train: 72.40% [905700/1251000] [724.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000554] [CE 4.370 (4.481)] [KD 4.043 (4.239)] +2024-10-13 14:19:00,610 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 35374] [top5_cnt 44992] [top_all 50000] +2024-10-13 14:19:00,611 - net: 70.748 (89.984) +2024-10-13 14:19:06,356 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 36966] [top5_cnt 45832] [top_all 50000] +2024-10-13 14:19:06,356 - net_E: 73.932 (91.664) +2024-10-13 14:19:06,500 - Max [top1: 71.060 (epoch: 720)] [top1-ema: 73.956 (epoch: 723)] +2024-10-13 14:19:06,500 - ==> Total time: 1 day, 16:31:57 Eta: 15:27:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 14:19:12,255 - Train: 72.40% [905750/1251000] [724.0/1000.0] [batch_t 0.147 (0.166)] [data_t 0.006] [optim_t 0.141] [lr 0.000554] [CE 4.547 (4.353)] [KD 4.417 (4.105)] +2024-10-13 14:19:20,181 - Train: 72.41% [905800/1251000] [724.1/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.145] [lr 0.000554] [CE 4.617 (4.527)] [KD 4.399 (4.279)] +2024-10-13 14:19:27,697 - Train: 72.41% [905850/1251000] [724.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000554] [CE 4.476 (4.467)] [KD 4.267 (4.218)] +2024-10-13 14:19:35,395 - Train: 72.41% [905900/1251000] [724.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000554] [CE 4.525 (4.435)] [KD 4.224 (4.174)] +2024-10-13 14:19:43,092 - Train: 72.42% [905950/1251000] [724.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000553] [CE 4.455 (4.417)] [KD 4.308 (4.194)] +2024-10-13 14:19:50,518 - Train: 72.42% [906000/1251000] [724.2/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.000553] [CE 4.559 (4.495)] [KD 4.303 (4.246)] +2024-10-13 14:19:57,965 - Train: 72.43% [906050/1251000] [724.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000553] [CE 4.119 (4.403)] [KD 4.072 (4.221)] +2024-10-13 14:20:05,444 - Train: 72.43% [906100/1251000] [724.3/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.000553] [CE 4.360 (4.465)] [KD 4.109 (4.232)] +2024-10-13 14:20:13,060 - Train: 72.43% [906150/1251000] [724.3/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000553] [CE 4.595 (4.510)] [KD 4.324 (4.257)] +2024-10-13 14:20:20,503 - Train: 72.44% [906200/1251000] [724.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000553] [CE 4.541 (4.488)] [KD 4.397 (4.245)] +2024-10-13 14:20:28,472 - Train: 72.44% [906250/1251000] [724.4/1000.0] [batch_t 0.147 (0.159)] [data_t 0.005] [optim_t 0.142] [lr 0.000553] [CE 4.395 (4.453)] [KD 4.052 (4.188)] +2024-10-13 14:20:36,004 - Train: 72.45% [906300/1251000] [724.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000552] [CE 4.490 (4.461)] [KD 4.383 (4.247)] +2024-10-13 14:20:43,521 - Train: 72.45% [906350/1251000] [724.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000552] [CE 4.149 (4.470)] [KD 4.229 (4.224)] +2024-10-13 14:20:51,110 - Train: 72.45% [906400/1251000] [724.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000552] [CE 4.471 (4.518)] [KD 4.376 (4.304)] +2024-10-13 14:20:58,645 - Train: 72.46% [906450/1251000] [724.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000552] [CE 3.939 (4.541)] [KD 4.019 (4.299)] +2024-10-13 14:21:06,230 - Train: 72.46% [906500/1251000] [724.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000552] [CE 4.522 (4.443)] [KD 4.408 (4.237)] +2024-10-13 14:21:13,751 - Train: 72.47% [906550/1251000] [724.7/1000.0] [batch_t 0.153 (0.150)] [data_t 0.003] [optim_t 0.150] [lr 0.000552] [CE 4.069 (4.512)] [KD 4.130 (4.259)] +2024-10-13 14:21:21,296 - Train: 72.47% [906600/1251000] [724.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000552] [CE 4.377 (4.515)] [KD 4.189 (4.233)] +2024-10-13 14:21:28,933 - Train: 72.47% [906650/1251000] [724.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000551] [CE 4.810 (4.379)] [KD 4.337 (4.205)] +2024-10-13 14:21:36,319 - Train: 72.48% [906700/1251000] [724.8/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000551] [CE 4.069 (4.516)] [KD 4.419 (4.282)] +2024-10-13 14:21:43,820 - Train: 72.48% [906750/1251000] [724.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000551] [CE 4.149 (4.435)] [KD 3.755 (4.227)] +2024-10-13 14:21:51,574 - Train: 72.49% [906800/1251000] [724.9/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.000551] [CE 4.377 (4.488)] [KD 3.989 (4.254)] +2024-10-13 14:21:59,056 - Train: 72.49% [906850/1251000] [724.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000551] [CE 4.802 (4.455)] [KD 4.253 (4.216)] +2024-10-13 14:22:06,480 - Train: 72.49% [906900/1251000] [724.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000551] [CE 4.572 (4.450)] [KD 4.304 (4.240)] +2024-10-13 14:22:14,171 - Train: 72.50% [906950/1251000] [725.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000551] [CE 4.423 (4.558)] [KD 4.181 (4.292)] +2024-10-13 14:22:23,478 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 34052] [top5_cnt 44179] [top_all 50000] +2024-10-13 14:22:23,479 - net: 68.104 (88.358) +2024-10-13 14:22:29,246 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 36962] [top5_cnt 45852] [top_all 50000] +2024-10-13 14:22:29,246 - net_E: 73.924 (91.704) +2024-10-13 14:22:29,388 - Max [top1: 71.060 (epoch: 720)] [top1-ema: 73.956 (epoch: 723)] +2024-10-13 14:22:29,388 - ==> Total time: 1 day, 16:35:20 Eta: 15:23:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 14:22:35,053 - Train: 72.50% [907000/1251000] [725.0/1000.0] [batch_t 0.153 (0.169)] [data_t 0.004] [optim_t 0.148] [lr 0.000551] [CE 4.895 (4.430)] [KD 4.727 (4.246)] +2024-10-13 14:22:42,562 - Train: 72.51% [907050/1251000] [725.1/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.000550] [CE 5.073 (4.514)] [KD 4.655 (4.273)] +2024-10-13 14:22:50,270 - Train: 72.51% [907100/1251000] [725.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000550] [CE 4.271 (4.415)] [KD 4.112 (4.177)] +2024-10-13 14:22:57,773 - Train: 72.51% [907150/1251000] [725.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000550] [CE 4.816 (4.421)] [KD 4.246 (4.199)] +2024-10-13 14:23:05,374 - Train: 72.52% [907200/1251000] [725.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000550] [CE 4.518 (4.498)] [KD 4.159 (4.221)] +2024-10-13 14:23:13,001 - Train: 72.52% [907250/1251000] [725.2/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000550] [CE 4.321 (4.425)] [KD 4.138 (4.183)] +2024-10-13 14:23:20,627 - Train: 72.53% [907300/1251000] [725.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000550] [CE 4.862 (4.475)] [KD 4.305 (4.246)] +2024-10-13 14:23:28,239 - Train: 72.53% [907350/1251000] [725.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000550] [CE 4.210 (4.473)] [KD 3.958 (4.223)] +2024-10-13 14:23:35,840 - Train: 72.53% [907400/1251000] [725.3/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000549] [CE 4.299 (4.456)] [KD 3.982 (4.249)] +2024-10-13 14:23:43,269 - Train: 72.54% [907450/1251000] [725.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000549] [CE 4.510 (4.472)] [KD 4.299 (4.231)] +2024-10-13 14:23:50,761 - Train: 72.54% [907500/1251000] [725.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000549] [CE 4.361 (4.491)] [KD 4.080 (4.198)] +2024-10-13 14:23:58,265 - Train: 72.55% [907550/1251000] [725.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000549] [CE 4.739 (4.470)] [KD 4.514 (4.230)] +2024-10-13 14:24:06,016 - Train: 72.55% [907600/1251000] [725.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000549] [CE 4.597 (4.391)] [KD 4.258 (4.193)] +2024-10-13 14:24:13,543 - Train: 72.55% [907650/1251000] [725.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000549] [CE 4.776 (4.468)] [KD 4.237 (4.254)] +2024-10-13 14:24:20,915 - Train: 72.56% [907700/1251000] [725.6/1000.0] [batch_t 0.144 (0.147)] [data_t 0.003] [optim_t 0.141] [lr 0.000549] [CE 4.873 (4.412)] [KD 4.542 (4.229)] +2024-10-13 14:24:28,465 - Train: 72.56% [907750/1251000] [725.6/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.000548] [CE 4.449 (4.371)] [KD 4.233 (4.161)] +2024-10-13 14:24:36,050 - Train: 72.57% [907800/1251000] [725.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000548] [CE 4.776 (4.456)] [KD 4.425 (4.248)] +2024-10-13 14:24:43,516 - Train: 72.57% [907850/1251000] [725.7/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.000548] [CE 4.226 (4.496)] [KD 4.233 (4.280)] +2024-10-13 14:24:50,950 - Train: 72.57% [907900/1251000] [725.7/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.000548] [CE 4.147 (4.384)] [KD 3.908 (4.219)] +2024-10-13 14:24:58,739 - Train: 72.58% [907950/1251000] [725.8/1000.0] [batch_t 0.147 (0.156)] [data_t 0.006] [optim_t 0.142] [lr 0.000548] [CE 4.453 (4.414)] [KD 4.117 (4.208)] +2024-10-13 14:25:06,411 - Train: 72.58% [908000/1251000] [725.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.000548] [CE 4.649 (4.442)] [KD 4.407 (4.214)] +2024-10-13 14:25:14,011 - Train: 72.59% [908050/1251000] [725.9/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.000548] [CE 4.488 (4.439)] [KD 4.335 (4.229)] +2024-10-13 14:25:21,564 - Train: 72.59% [908100/1251000] [725.9/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000547] [CE 4.792 (4.464)] [KD 4.501 (4.209)] +2024-10-13 14:25:29,120 - Train: 72.59% [908150/1251000] [725.9/1000.0] [batch_t 0.157 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.000547] [CE 4.807 (4.488)] [KD 4.718 (4.292)] +2024-10-13 14:25:36,777 - Train: 72.60% [908200/1251000] [726.0/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000547] [CE 4.267 (4.436)] [KD 4.308 (4.192)] +2024-10-13 14:25:46,401 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35113] [top5_cnt 44701] [top_all 50000] +2024-10-13 14:25:46,401 - net: 70.226 (89.402) +2024-10-13 14:25:52,138 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37002] [top5_cnt 45865] [top_all 50000] +2024-10-13 14:25:52,139 - net_E: 74.004 (91.730) +2024-10-13 14:25:52,291 - Max [top1: 71.060 (epoch: 720)] [top1-ema: 74.004 (epoch: 726)] +2024-10-13 14:25:52,291 - ==> Total time: 1 day, 16:38:43 Eta: 15:20:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 14:25:59,461 - Train: 72.60% [908250/1251000] [726.0/1000.0] [batch_t 0.148 (0.168)] [data_t 0.004] [optim_t 0.145] [lr 0.000547] [CE 4.748 (4.504)] [KD 4.437 (4.253)] +2024-10-13 14:26:07,003 - Train: 72.61% [908300/1251000] [726.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000547] [CE 5.004 (4.519)] [KD 4.302 (4.234)] +2024-10-13 14:26:14,697 - Train: 72.61% [908350/1251000] [726.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000547] [CE 4.187 (4.518)] [KD 3.885 (4.231)] +2024-10-13 14:26:22,225 - Train: 72.61% [908400/1251000] [726.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000547] [CE 4.279 (4.449)] [KD 3.923 (4.219)] +2024-10-13 14:26:29,897 - Train: 72.62% [908450/1251000] [726.2/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.140] [lr 0.000546] [CE 4.622 (4.464)] [KD 4.068 (4.150)] +2024-10-13 14:26:37,336 - Train: 72.62% [908500/1251000] [726.2/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.000546] [CE 4.563 (4.427)] [KD 4.045 (4.163)] +2024-10-13 14:26:44,786 - Train: 72.63% [908550/1251000] [726.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000546] [CE 4.738 (4.501)] [KD 4.388 (4.260)] +2024-10-13 14:26:52,463 - Train: 72.63% [908600/1251000] [726.3/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000546] [CE 4.646 (4.499)] [KD 4.241 (4.214)] +2024-10-13 14:27:00,417 - Train: 72.63% [908650/1251000] [726.3/1000.0] [batch_t 0.157 (0.159)] [data_t 0.003] [optim_t 0.154] [lr 0.000546] [CE 4.329 (4.338)] [KD 4.388 (4.181)] +2024-10-13 14:27:08,064 - Train: 72.64% [908700/1251000] [726.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000546] [CE 4.862 (4.459)] [KD 4.430 (4.204)] +2024-10-13 14:27:15,577 - Train: 72.64% [908750/1251000] [726.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000546] [CE 4.588 (4.399)] [KD 4.176 (4.139)] +2024-10-13 14:27:23,133 - Train: 72.65% [908800/1251000] [726.5/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000545] [CE 4.787 (4.522)] [KD 4.306 (4.289)] +2024-10-13 14:27:30,562 - Train: 72.65% [908850/1251000] [726.5/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.000545] [CE 4.398 (4.463)] [KD 4.347 (4.220)] +2024-10-13 14:27:38,218 - Train: 72.65% [908900/1251000] [726.5/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.000545] [CE 4.299 (4.497)] [KD 4.086 (4.234)] +2024-10-13 14:27:45,745 - Train: 72.66% [908950/1251000] [726.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000545] [CE 4.066 (4.460)] [KD 4.046 (4.204)] +2024-10-13 14:27:53,535 - Train: 72.66% [909000/1251000] [726.6/1000.0] [batch_t 0.145 (0.156)] [data_t 0.006] [optim_t 0.139] [lr 0.000545] [CE 4.432 (4.445)] [KD 4.328 (4.173)] +2024-10-13 14:28:01,098 - Train: 72.67% [909050/1251000] [726.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000545] [CE 5.058 (4.568)] [KD 4.616 (4.303)] +2024-10-13 14:28:08,563 - Train: 72.67% [909100/1251000] [726.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000545] [CE 4.890 (4.439)] [KD 4.360 (4.182)] +2024-10-13 14:28:16,008 - Train: 72.67% [909150/1251000] [726.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000544] [CE 4.575 (4.510)] [KD 4.339 (4.222)] +2024-10-13 14:28:23,693 - Train: 72.68% [909200/1251000] [726.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000544] [CE 3.811 (4.442)] [KD 4.119 (4.209)] +2024-10-13 14:28:31,221 - Train: 72.68% [909250/1251000] [726.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000544] [CE 4.181 (4.386)] [KD 4.166 (4.171)] +2024-10-13 14:28:38,968 - Train: 72.69% [909300/1251000] [726.9/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000544] [CE 4.885 (4.427)] [KD 4.563 (4.249)] +2024-10-13 14:28:46,515 - Train: 72.69% [909350/1251000] [726.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000544] [CE 4.112 (4.451)] [KD 3.891 (4.213)] +2024-10-13 14:28:54,041 - Train: 72.69% [909400/1251000] [726.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000544] [CE 4.719 (4.456)] [KD 4.473 (4.242)] +2024-10-13 14:29:01,697 - Train: 72.70% [909450/1251000] [727.0/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000544] [CE 4.205 (4.493)] [KD 3.954 (4.240)] +2024-10-13 14:29:11,679 - Test (net): 100.00% [50/50] [batch_t 0.059 (0.107)] [top1_cnt 35098] [top5_cnt 44847] [top_all 50000] +2024-10-13 14:29:11,679 - net: 70.196 (89.694) +2024-10-13 14:29:17,541 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 37027] [top5_cnt 45846] [top_all 50000] +2024-10-13 14:29:17,542 - net_E: 74.054 (91.692) +2024-10-13 14:29:17,734 - Max [top1: 71.060 (epoch: 720)] [top1-ema: 74.054 (epoch: 727)] +2024-10-13 14:29:17,734 - ==> Total time: 1 day, 16:42:08 Eta: 15:17:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 14:29:24,459 - Train: 72.70% [909500/1251000] [727.0/1000.0] [batch_t 0.149 (0.175)] [data_t 0.005] [optim_t 0.144] [lr 0.000543] [CE 4.726 (4.601)] [KD 4.382 (4.295)] +2024-10-13 14:29:32,174 - Train: 72.71% [909550/1251000] [727.1/1000.0] [batch_t 0.144 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.000543] [CE 4.592 (4.424)] [KD 4.317 (4.145)] +2024-10-13 14:29:39,739 - Train: 72.71% [909600/1251000] [727.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000543] [CE 4.224 (4.473)] [KD 3.953 (4.174)] +2024-10-13 14:29:47,347 - Train: 72.71% [909650/1251000] [727.1/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000543] [CE 3.983 (4.451)] [KD 3.874 (4.182)] +2024-10-13 14:29:55,015 - Train: 72.72% [909700/1251000] [727.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000543] [CE 4.271 (4.444)] [KD 3.995 (4.195)] +2024-10-13 14:30:02,940 - Train: 72.72% [909750/1251000] [727.2/1000.0] [batch_t 0.158 (0.158)] [data_t 0.004] [optim_t 0.154] [lr 0.000543] [CE 3.872 (4.497)] [KD 4.055 (4.198)] +2024-10-13 14:30:10,502 - Train: 72.73% [909800/1251000] [727.3/1000.0] [batch_t 0.155 (0.151)] [data_t 0.006] [optim_t 0.149] [lr 0.000543] [CE 4.244 (4.428)] [KD 4.008 (4.160)] +2024-10-13 14:30:18,197 - Train: 72.73% [909850/1251000] [727.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000542] [CE 4.936 (4.423)] [KD 4.383 (4.140)] +2024-10-13 14:30:25,932 - Train: 72.73% [909900/1251000] [727.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000542] [CE 4.310 (4.420)] [KD 3.989 (4.163)] +2024-10-13 14:30:33,781 - Train: 72.74% [909950/1251000] [727.4/1000.0] [batch_t 0.279 (0.157)] [data_t 0.005] [optim_t 0.274] [lr 0.000542] [CE 4.376 (4.449)] [KD 4.052 (4.164)] +2024-10-13 14:30:41,215 - Train: 72.74% [910000/1251000] [727.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000542] [CE 4.549 (4.465)] [KD 4.122 (4.197)] +2024-10-13 14:30:48,789 - Train: 72.75% [910050/1251000] [727.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000542] [CE 4.145 (4.456)] [KD 4.241 (4.231)] +2024-10-13 14:30:56,369 - Train: 72.75% [910100/1251000] [727.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000542] [CE 4.287 (4.443)] [KD 4.332 (4.241)] +2024-10-13 14:31:03,938 - Train: 72.75% [910150/1251000] [727.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000542] [CE 4.123 (4.390)] [KD 4.103 (4.210)] +2024-10-13 14:31:11,518 - Train: 72.76% [910200/1251000] [727.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000541] [CE 3.843 (4.402)] [KD 4.055 (4.202)] +2024-10-13 14:31:18,931 - Train: 72.76% [910250/1251000] [727.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000541] [CE 3.998 (4.518)] [KD 4.290 (4.258)] +2024-10-13 14:31:26,612 - Train: 72.77% [910300/1251000] [727.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000541] [CE 4.695 (4.472)] [KD 4.406 (4.202)] +2024-10-13 14:31:34,162 - Train: 72.77% [910350/1251000] [727.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000541] [CE 4.673 (4.551)] [KD 4.371 (4.236)] +2024-10-13 14:31:41,823 - Train: 72.77% [910400/1251000] [727.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000541] [CE 5.124 (4.512)] [KD 4.462 (4.225)] +2024-10-13 14:31:49,375 - Train: 72.78% [910450/1251000] [727.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000541] [CE 4.384 (4.370)] [KD 4.214 (4.168)] +2024-10-13 14:31:56,915 - Train: 72.78% [910500/1251000] [727.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000541] [CE 4.781 (4.436)] [KD 4.470 (4.185)] +2024-10-13 14:32:04,706 - Train: 72.79% [910550/1251000] [727.9/1000.0] [batch_t 0.145 (0.156)] [data_t 0.003] [optim_t 0.142] [lr 0.000540] [CE 4.122 (4.521)] [KD 4.136 (4.298)] +2024-10-13 14:32:12,282 - Train: 72.79% [910600/1251000] [727.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000540] [CE 4.589 (4.445)] [KD 4.224 (4.212)] +2024-10-13 14:32:19,834 - Train: 72.79% [910650/1251000] [727.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000540] [CE 4.374 (4.530)] [KD 4.257 (4.261)] +2024-10-13 14:32:27,288 - Train: 72.80% [910700/1251000] [728.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000540] [CE 4.036 (4.467)] [KD 4.005 (4.225)] +2024-10-13 14:32:37,134 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 35456] [top5_cnt 44937] [top_all 50000] +2024-10-13 14:32:37,134 - net: 70.912 (89.874) +2024-10-13 14:32:43,018 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 36990] [top5_cnt 45847] [top_all 50000] +2024-10-13 14:32:43,018 - net_E: 73.980 (91.694) +2024-10-13 14:32:43,189 - Max [top1: 71.060 (epoch: 720)] [top1-ema: 74.054 (epoch: 727)] +2024-10-13 14:32:43,189 - ==> Total time: 1 day, 16:45:34 Eta: 15:13:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 14:32:48,713 - Train: 72.80% [910750/1251000] [728.0/1000.0] [batch_t 0.146 (0.174)] [data_t 0.004] [optim_t 0.141] [lr 0.000540] [CE 5.092 (4.451)] [KD 4.404 (4.141)] +2024-10-13 14:32:56,436 - Train: 72.81% [910800/1251000] [728.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000540] [CE 4.158 (4.453)] [KD 4.182 (4.189)] +2024-10-13 14:33:03,941 - Train: 72.81% [910850/1251000] [728.1/1000.0] [batch_t 0.152 (0.150)] [data_t 0.008] [optim_t 0.144] [lr 0.000540] [CE 4.608 (4.484)] [KD 4.398 (4.229)] +2024-10-13 14:33:11,992 - Train: 72.81% [910900/1251000] [728.1/1000.0] [batch_t 0.150 (0.161)] [data_t 0.005] [optim_t 0.145] [lr 0.000539] [CE 5.125 (4.607)] [KD 4.645 (4.328)] +2024-10-13 14:33:19,470 - Train: 72.82% [910950/1251000] [728.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000539] [CE 4.751 (4.416)] [KD 4.450 (4.203)] +2024-10-13 14:33:27,063 - Train: 72.82% [911000/1251000] [728.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000539] [CE 4.968 (4.487)] [KD 4.634 (4.257)] +2024-10-13 14:33:34,563 - Train: 72.83% [911050/1251000] [728.3/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.151] [lr 0.000539] [CE 4.641 (4.427)] [KD 4.417 (4.153)] +2024-10-13 14:33:42,164 - Train: 72.83% [911100/1251000] [728.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000539] [CE 4.971 (4.489)] [KD 4.290 (4.234)] +2024-10-13 14:33:49,849 - Train: 72.83% [911150/1251000] [728.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000539] [CE 4.145 (4.467)] [KD 3.941 (4.227)] +2024-10-13 14:33:57,635 - Train: 72.84% [911200/1251000] [728.4/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.000539] [CE 4.200 (4.382)] [KD 4.096 (4.190)] +2024-10-13 14:34:05,110 - Train: 72.84% [911250/1251000] [728.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000539] [CE 4.220 (4.437)] [KD 4.168 (4.203)] +2024-10-13 14:34:12,827 - Train: 72.85% [911300/1251000] [728.5/1000.0] [batch_t 0.282 (0.154)] [data_t 0.007] [optim_t 0.275] [lr 0.000538] [CE 4.534 (4.437)] [KD 4.400 (4.185)] +2024-10-13 14:34:20,402 - Train: 72.85% [911350/1251000] [728.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000538] [CE 4.469 (4.471)] [KD 4.242 (4.156)] +2024-10-13 14:34:27,827 - Train: 72.85% [911400/1251000] [728.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000538] [CE 3.903 (4.459)] [KD 4.025 (4.164)] +2024-10-13 14:34:35,422 - Train: 72.86% [911450/1251000] [728.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000538] [CE 4.038 (4.452)] [KD 3.965 (4.217)] +2024-10-13 14:34:43,026 - Train: 72.86% [911500/1251000] [728.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000538] [CE 4.406 (4.439)] [KD 4.368 (4.241)] +2024-10-13 14:34:50,502 - Train: 72.87% [911550/1251000] [728.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.000538] [CE 4.257 (4.445)] [KD 4.068 (4.222)] +2024-10-13 14:34:58,313 - Train: 72.87% [911600/1251000] [728.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.006] [optim_t 0.145] [lr 0.000538] [CE 4.508 (4.465)] [KD 4.043 (4.227)] +2024-10-13 14:35:06,078 - Train: 72.87% [911650/1251000] [728.7/1000.0] [batch_t 0.285 (0.155)] [data_t 0.005] [optim_t 0.280] [lr 0.000537] [CE 4.856 (4.507)] [KD 4.522 (4.222)] +2024-10-13 14:35:13,508 - Train: 72.88% [911700/1251000] [728.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000537] [CE 4.147 (4.385)] [KD 4.103 (4.174)] +2024-10-13 14:35:21,262 - Train: 72.88% [911750/1251000] [728.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000537] [CE 4.761 (4.434)] [KD 4.510 (4.185)] +2024-10-13 14:35:28,676 - Train: 72.89% [911800/1251000] [728.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000537] [CE 4.089 (4.447)] [KD 3.853 (4.177)] +2024-10-13 14:35:36,222 - Train: 72.89% [911850/1251000] [728.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000537] [CE 4.318 (4.505)] [KD 4.020 (4.218)] +2024-10-13 14:35:43,609 - Train: 72.89% [911900/1251000] [728.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000537] [CE 3.640 (4.467)] [KD 3.857 (4.171)] +2024-10-13 14:35:51,060 - Train: 72.90% [911950/1251000] [729.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000537] [CE 4.102 (4.461)] [KD 4.058 (4.238)] +2024-10-13 14:36:01,110 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 35491] [top5_cnt 44980] [top_all 50000] +2024-10-13 14:36:01,110 - net: 70.982 (89.960) +2024-10-13 14:36:07,006 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 36987] [top5_cnt 45859] [top_all 50000] +2024-10-13 14:36:07,007 - net_E: 73.974 (91.718) +2024-10-13 14:36:07,173 - Max [top1: 71.060 (epoch: 720)] [top1-ema: 74.054 (epoch: 727)] +2024-10-13 14:36:07,174 - ==> Total time: 1 day, 16:48:58 Eta: 15:10:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 14:36:12,850 - Train: 72.90% [912000/1251000] [729.0/1000.0] [batch_t 0.146 (0.193)] [data_t 0.005] [optim_t 0.141] [lr 0.000536] [CE 4.508 (4.482)] [KD 4.134 (4.144)] +2024-10-13 14:36:20,594 - Train: 72.91% [912050/1251000] [729.1/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.000536] [CE 3.807 (4.444)] [KD 3.545 (4.161)] +2024-10-13 14:36:28,317 - Train: 72.91% [912100/1251000] [729.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000536] [CE 4.406 (4.513)] [KD 4.222 (4.225)] +2024-10-13 14:36:35,761 - Train: 72.91% [912150/1251000] [729.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000536] [CE 4.090 (4.350)] [KD 4.144 (4.200)] +2024-10-13 14:36:43,357 - Train: 72.92% [912200/1251000] [729.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.000536] [CE 3.823 (4.402)] [KD 3.864 (4.171)] +2024-10-13 14:36:50,809 - Train: 72.92% [912250/1251000] [729.2/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.000536] [CE 4.118 (4.541)] [KD 3.921 (4.276)] +2024-10-13 14:36:58,438 - Train: 72.93% [912300/1251000] [729.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000536] [CE 4.375 (4.415)] [KD 4.140 (4.140)] +2024-10-13 14:37:05,950 - Train: 72.93% [912350/1251000] [729.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000535] [CE 4.330 (4.463)] [KD 4.335 (4.195)] +2024-10-13 14:37:13,496 - Train: 72.93% [912400/1251000] [729.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000535] [CE 4.072 (4.488)] [KD 3.731 (4.197)] +2024-10-13 14:37:21,331 - Train: 72.94% [912450/1251000] [729.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000535] [CE 4.843 (4.477)] [KD 4.476 (4.227)] +2024-10-13 14:37:28,993 - Train: 72.94% [912500/1251000] [729.4/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.000535] [CE 4.880 (4.489)] [KD 4.311 (4.244)] +2024-10-13 14:37:36,565 - Train: 72.95% [912550/1251000] [729.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000535] [CE 4.703 (4.470)] [KD 4.387 (4.205)] +2024-10-13 14:37:44,028 - Train: 72.95% [912600/1251000] [729.5/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.000535] [CE 4.658 (4.457)] [KD 4.234 (4.208)] +2024-10-13 14:37:51,611 - Train: 72.95% [912650/1251000] [729.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000535] [CE 4.469 (4.493)] [KD 4.244 (4.210)] +2024-10-13 14:37:59,229 - Train: 72.96% [912700/1251000] [729.6/1000.0] [batch_t 0.142 (0.152)] [data_t 0.003] [optim_t 0.139] [lr 0.000534] [CE 4.597 (4.431)] [KD 4.052 (4.177)] +2024-10-13 14:38:06,738 - Train: 72.96% [912750/1251000] [729.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000534] [CE 4.419 (4.476)] [KD 4.344 (4.200)] +2024-10-13 14:38:14,231 - Train: 72.97% [912800/1251000] [729.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000534] [CE 4.972 (4.468)] [KD 4.549 (4.222)] +2024-10-13 14:38:22,089 - Train: 72.97% [912850/1251000] [729.7/1000.0] [batch_t 0.146 (0.157)] [data_t 0.003] [optim_t 0.142] [lr 0.000534] [CE 4.602 (4.479)] [KD 4.496 (4.205)] +2024-10-13 14:38:29,748 - Train: 72.97% [912900/1251000] [729.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.000534] [CE 4.345 (4.530)] [KD 3.890 (4.237)] +2024-10-13 14:38:37,300 - Train: 72.98% [912950/1251000] [729.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.000534] [CE 4.013 (4.456)] [KD 4.353 (4.188)] +2024-10-13 14:38:44,721 - Train: 72.98% [913000/1251000] [729.8/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000534] [CE 4.116 (4.408)] [KD 4.057 (4.171)] +2024-10-13 14:38:52,412 - Train: 72.99% [913050/1251000] [729.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000533] [CE 4.527 (4.466)] [KD 4.462 (4.230)] +2024-10-13 14:38:59,859 - Train: 72.99% [913100/1251000] [729.9/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.000533] [CE 4.902 (4.448)] [KD 4.511 (4.199)] +2024-10-13 14:39:07,428 - Train: 72.99% [913150/1251000] [729.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000533] [CE 4.156 (4.496)] [KD 3.998 (4.246)] +2024-10-13 14:39:14,876 - Train: 73.00% [913200/1251000] [730.0/1000.0] [batch_t 0.142 (0.149)] [data_t 0.003] [optim_t 0.139] [lr 0.000533] [CE 4.506 (4.450)] [KD 4.428 (4.186)] +2024-10-13 14:39:24,923 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 35204] [top5_cnt 44817] [top_all 50000] +2024-10-13 14:39:24,923 - net: 70.408 (89.634) +2024-10-13 14:39:30,964 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 36987] [top5_cnt 45879] [top_all 50000] +2024-10-13 14:39:30,964 - net_E: 73.974 (91.758) +2024-10-13 14:39:31,127 - Max [top1: 71.060 (epoch: 720)] [top1-ema: 74.054 (epoch: 727)] +2024-10-13 14:39:31,128 - ==> Total time: 1 day, 16:52:22 Eta: 15:07:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 14:39:36,428 - Train: 73.00% [913250/1251000] [730.0/1000.0] [batch_t 0.288 (0.178)] [data_t 0.004] [optim_t 0.283] [lr 0.000533] [CE 3.977 (4.425)] [KD 3.992 (4.181)] +2024-10-13 14:39:44,146 - Train: 73.01% [913300/1251000] [730.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000533] [CE 4.627 (4.418)] [KD 3.949 (4.133)] +2024-10-13 14:39:51,914 - Train: 73.01% [913350/1251000] [730.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000533] [CE 4.800 (4.409)] [KD 4.375 (4.145)] +2024-10-13 14:39:59,403 - Train: 73.01% [913400/1251000] [730.1/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000532] [CE 4.158 (4.445)] [KD 3.558 (4.167)] +2024-10-13 14:40:07,075 - Train: 73.02% [913450/1251000] [730.2/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000532] [CE 4.044 (4.423)] [KD 3.866 (4.157)] +2024-10-13 14:40:14,704 - Train: 73.02% [913500/1251000] [730.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000532] [CE 4.456 (4.458)] [KD 4.193 (4.236)] +2024-10-13 14:40:22,243 - Train: 73.03% [913550/1251000] [730.3/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.151] [lr 0.000532] [CE 4.905 (4.429)] [KD 4.444 (4.146)] +2024-10-13 14:40:29,647 - Train: 73.03% [913600/1251000] [730.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000532] [CE 4.573 (4.437)] [KD 4.333 (4.143)] +2024-10-13 14:40:37,022 - Train: 73.03% [913650/1251000] [730.3/1000.0] [batch_t 0.147 (0.147)] [data_t 0.003] [optim_t 0.143] [lr 0.000532] [CE 4.603 (4.460)] [KD 4.444 (4.218)] +2024-10-13 14:40:44,791 - Train: 73.04% [913700/1251000] [730.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000532] [CE 4.576 (4.517)] [KD 4.558 (4.277)] +2024-10-13 14:40:52,345 - Train: 73.04% [913750/1251000] [730.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000532] [CE 4.355 (4.500)] [KD 4.275 (4.241)] +2024-10-13 14:40:59,921 - Train: 73.05% [913800/1251000] [730.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000531] [CE 4.233 (4.482)] [KD 4.097 (4.255)] +2024-10-13 14:41:07,577 - Train: 73.05% [913850/1251000] [730.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000531] [CE 4.029 (4.427)] [KD 3.953 (4.201)] +2024-10-13 14:41:15,276 - Train: 73.05% [913900/1251000] [730.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000531] [CE 4.525 (4.538)] [KD 4.302 (4.257)] +2024-10-13 14:41:22,781 - Train: 73.06% [913950/1251000] [730.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000531] [CE 4.552 (4.394)] [KD 4.304 (4.175)] +2024-10-13 14:41:30,299 - Train: 73.06% [914000/1251000] [730.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000531] [CE 4.943 (4.452)] [KD 4.529 (4.227)] +2024-10-13 14:41:37,783 - Train: 73.07% [914050/1251000] [730.7/1000.0] [batch_t 0.155 (0.150)] [data_t 0.003] [optim_t 0.152] [lr 0.000531] [CE 4.554 (4.526)] [KD 4.109 (4.211)] +2024-10-13 14:41:45,277 - Train: 73.07% [914100/1251000] [730.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000531] [CE 4.532 (4.511)] [KD 4.054 (4.258)] +2024-10-13 14:41:52,970 - Train: 73.07% [914150/1251000] [730.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.000530] [CE 4.751 (4.446)] [KD 4.391 (4.198)] +2024-10-13 14:42:00,950 - Train: 73.08% [914200/1251000] [730.8/1000.0] [batch_t 0.144 (0.159)] [data_t 0.003] [optim_t 0.141] [lr 0.000530] [CE 4.419 (4.453)] [KD 4.275 (4.203)] +2024-10-13 14:42:08,669 - Train: 73.08% [914250/1251000] [730.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000530] [CE 4.790 (4.408)] [KD 4.391 (4.180)] +2024-10-13 14:42:16,425 - Train: 73.09% [914300/1251000] [730.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000530] [CE 5.101 (4.447)] [KD 4.585 (4.200)] +2024-10-13 14:42:23,914 - Train: 73.09% [914350/1251000] [730.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.000530] [CE 4.681 (4.504)] [KD 4.262 (4.232)] +2024-10-13 14:42:31,365 - Train: 73.09% [914400/1251000] [730.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000530] [CE 3.869 (4.464)] [KD 4.081 (4.222)] +2024-10-13 14:42:38,794 - Train: 73.10% [914450/1251000] [731.0/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000530] [CE 4.228 (4.521)] [KD 4.179 (4.234)] +2024-10-13 14:42:49,051 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 35019] [top5_cnt 44795] [top_all 50000] +2024-10-13 14:42:49,052 - net: 70.038 (89.590) +2024-10-13 14:42:54,859 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 37002] [top5_cnt 45876] [top_all 50000] +2024-10-13 14:42:54,859 - net_E: 74.004 (91.752) +2024-10-13 14:42:55,018 - Max [top1: 71.060 (epoch: 720)] [top1-ema: 74.054 (epoch: 727)] +2024-10-13 14:42:55,019 - ==> Total time: 1 day, 16:55:46 Eta: 15:03:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 14:43:00,381 - Train: 73.10% [914500/1251000] [731.0/1000.0] [batch_t 0.146 (0.178)] [data_t 0.004] [optim_t 0.142] [lr 0.000529] [CE 4.759 (4.529)] [KD 4.232 (4.217)] +2024-10-13 14:43:08,245 - Train: 73.11% [914550/1251000] [731.1/1000.0] [batch_t 0.156 (0.157)] [data_t 0.005] [optim_t 0.151] [lr 0.000529] [CE 4.187 (4.442)] [KD 4.095 (4.203)] +2024-10-13 14:43:16,121 - Train: 73.11% [914600/1251000] [731.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000529] [CE 4.480 (4.477)] [KD 4.095 (4.224)] +2024-10-13 14:43:23,584 - Train: 73.11% [914650/1251000] [731.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000529] [CE 4.218 (4.438)] [KD 4.211 (4.173)] +2024-10-13 14:43:31,009 - Train: 73.12% [914700/1251000] [731.2/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.000529] [CE 4.954 (4.415)] [KD 4.258 (4.110)] +2024-10-13 14:43:38,586 - Train: 73.12% [914750/1251000] [731.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000529] [CE 4.332 (4.503)] [KD 3.980 (4.202)] +2024-10-13 14:43:46,039 - Train: 73.13% [914800/1251000] [731.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000529] [CE 4.741 (4.381)] [KD 4.433 (4.188)] +2024-10-13 14:43:53,943 - Train: 73.13% [914850/1251000] [731.3/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.000528] [CE 4.444 (4.444)] [KD 4.061 (4.188)] +2024-10-13 14:44:01,386 - Train: 73.13% [914900/1251000] [731.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000528] [CE 5.075 (4.456)] [KD 4.577 (4.194)] +2024-10-13 14:44:09,005 - Train: 73.14% [914950/1251000] [731.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000528] [CE 4.486 (4.488)] [KD 4.292 (4.206)] +2024-10-13 14:44:16,676 - Train: 73.14% [915000/1251000] [731.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000528] [CE 4.917 (4.460)] [KD 4.289 (4.172)] +2024-10-13 14:44:24,137 - Train: 73.15% [915050/1251000] [731.5/1000.0] [batch_t 0.156 (0.149)] [data_t 0.007] [optim_t 0.149] [lr 0.000528] [CE 4.669 (4.458)] [KD 4.168 (4.153)] +2024-10-13 14:44:31,753 - Train: 73.15% [915100/1251000] [731.5/1000.0] [batch_t 0.157 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.000528] [CE 4.350 (4.463)] [KD 3.877 (4.147)] +2024-10-13 14:44:39,678 - Train: 73.15% [915150/1251000] [731.5/1000.0] [batch_t 0.147 (0.158)] [data_t 0.005] [optim_t 0.142] [lr 0.000528] [CE 4.451 (4.449)] [KD 4.315 (4.164)] +2024-10-13 14:44:47,081 - Train: 73.16% [915200/1251000] [731.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000527] [CE 3.968 (4.416)] [KD 4.109 (4.191)] +2024-10-13 14:44:54,632 - Train: 73.16% [915250/1251000] [731.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000527] [CE 4.410 (4.452)] [KD 4.084 (4.207)] +2024-10-13 14:45:02,043 - Train: 73.17% [915300/1251000] [731.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000527] [CE 4.508 (4.486)] [KD 4.291 (4.234)] +2024-10-13 14:45:09,630 - Train: 73.17% [915350/1251000] [731.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000527] [CE 4.911 (4.461)] [KD 4.433 (4.219)] +2024-10-13 14:45:17,383 - Train: 73.17% [915400/1251000] [731.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000527] [CE 4.206 (4.520)] [KD 3.798 (4.225)] +2024-10-13 14:45:25,035 - Train: 73.18% [915450/1251000] [731.8/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.000527] [CE 4.692 (4.337)] [KD 4.323 (4.109)] +2024-10-13 14:45:32,524 - Train: 73.18% [915500/1251000] [731.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000527] [CE 4.141 (4.385)] [KD 3.809 (4.151)] +2024-10-13 14:45:39,931 - Train: 73.19% [915550/1251000] [731.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000526] [CE 4.330 (4.475)] [KD 4.174 (4.199)] +2024-10-13 14:45:47,472 - Train: 73.19% [915600/1251000] [731.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000526] [CE 4.758 (4.453)] [KD 4.421 (4.186)] +2024-10-13 14:45:54,907 - Train: 73.19% [915650/1251000] [731.9/1000.0] [batch_t 0.159 (0.149)] [data_t 0.005] [optim_t 0.154] [lr 0.000526] [CE 4.572 (4.460)] [KD 4.188 (4.205)] +2024-10-13 14:46:02,666 - Train: 73.20% [915700/1251000] [732.0/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000526] [CE 3.797 (4.439)] [KD 3.817 (4.219)] +2024-10-13 14:46:13,002 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 35223] [top5_cnt 44953] [top_all 50000] +2024-10-13 14:46:13,003 - net: 70.446 (89.906) +2024-10-13 14:46:18,944 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36988] [top5_cnt 45899] [top_all 50000] +2024-10-13 14:46:18,945 - net_E: 73.976 (91.798) +2024-10-13 14:46:19,147 - Max [top1: 71.060 (epoch: 720)] [top1-ema: 74.054 (epoch: 727)] +2024-10-13 14:46:19,147 - ==> Total time: 1 day, 16:59:10 Eta: 15:00:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 14:46:24,409 - Train: 73.20% [915750/1251000] [732.0/1000.0] [batch_t 0.153 (0.186)] [data_t 0.004] [optim_t 0.149] [lr 0.000526] [CE 4.579 (4.474)] [KD 4.311 (4.228)] +2024-10-13 14:46:31,980 - Train: 73.21% [915800/1251000] [732.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000526] [CE 4.355 (4.458)] [KD 4.089 (4.166)] +2024-10-13 14:46:39,606 - Train: 73.21% [915850/1251000] [732.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.000526] [CE 3.917 (4.443)] [KD 3.834 (4.156)] +2024-10-13 14:46:47,027 - Train: 73.21% [915900/1251000] [732.1/1000.0] [batch_t 0.153 (0.148)] [data_t 0.004] [optim_t 0.149] [lr 0.000526] [CE 4.312 (4.391)] [KD 4.191 (4.108)] +2024-10-13 14:46:54,625 - Train: 73.22% [915950/1251000] [732.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000525] [CE 4.295 (4.464)] [KD 4.129 (4.165)] +2024-10-13 14:47:02,306 - Train: 73.22% [916000/1251000] [732.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000525] [CE 4.358 (4.405)] [KD 4.103 (4.112)] +2024-10-13 14:47:10,004 - Train: 73.23% [916050/1251000] [732.3/1000.0] [batch_t 0.143 (0.154)] [data_t 0.003] [optim_t 0.140] [lr 0.000525] [CE 4.598 (4.482)] [KD 4.162 (4.149)] +2024-10-13 14:47:17,574 - Train: 73.23% [916100/1251000] [732.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.000525] [CE 4.294 (4.466)] [KD 3.836 (4.216)] +2024-10-13 14:47:24,993 - Train: 73.23% [916150/1251000] [732.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000525] [CE 4.725 (4.484)] [KD 4.694 (4.188)] +2024-10-13 14:47:32,502 - Train: 73.24% [916200/1251000] [732.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000525] [CE 4.287 (4.497)] [KD 4.297 (4.210)] +2024-10-13 14:47:40,262 - Train: 73.24% [916250/1251000] [732.4/1000.0] [batch_t 0.157 (0.155)] [data_t 0.003] [optim_t 0.154] [lr 0.000525] [CE 4.272 (4.401)] [KD 4.104 (4.182)] +2024-10-13 14:47:47,905 - Train: 73.25% [916300/1251000] [732.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.000524] [CE 4.443 (4.464)] [KD 4.284 (4.180)] +2024-10-13 14:47:55,554 - Train: 73.25% [916350/1251000] [732.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000524] [CE 4.737 (4.423)] [KD 4.260 (4.184)] +2024-10-13 14:48:03,020 - Train: 73.25% [916400/1251000] [732.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000524] [CE 3.861 (4.491)] [KD 3.888 (4.158)] +2024-10-13 14:48:10,666 - Train: 73.26% [916450/1251000] [732.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000524] [CE 4.317 (4.366)] [KD 3.875 (4.135)] +2024-10-13 14:48:18,238 - Train: 73.26% [916500/1251000] [732.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000524] [CE 4.818 (4.401)] [KD 4.599 (4.151)] +2024-10-13 14:48:26,009 - Train: 73.27% [916550/1251000] [732.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000524] [CE 4.424 (4.403)] [KD 4.209 (4.184)] +2024-10-13 14:48:33,799 - Train: 73.27% [916600/1251000] [732.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000524] [CE 4.373 (4.391)] [KD 4.076 (4.189)] +2024-10-13 14:48:41,273 - Train: 73.27% [916650/1251000] [732.7/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.151] [lr 0.000523] [CE 3.993 (4.401)] [KD 3.838 (4.162)] +2024-10-13 14:48:48,699 - Train: 73.28% [916700/1251000] [732.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000523] [CE 5.022 (4.426)] [KD 4.386 (4.168)] +2024-10-13 14:48:56,130 - Train: 73.28% [916750/1251000] [732.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000523] [CE 4.356 (4.425)] [KD 4.076 (4.198)] +2024-10-13 14:49:03,688 - Train: 73.29% [916800/1251000] [732.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000523] [CE 3.742 (4.430)] [KD 3.943 (4.148)] +2024-10-13 14:49:11,458 - Train: 73.29% [916850/1251000] [732.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000523] [CE 4.539 (4.484)] [KD 4.168 (4.199)] +2024-10-13 14:49:19,156 - Train: 73.29% [916900/1251000] [732.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000523] [CE 4.320 (4.443)] [KD 4.162 (4.210)] +2024-10-13 14:49:26,662 - Train: 73.30% [916950/1251000] [733.0/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000523] [CE 4.613 (4.434)] [KD 4.161 (4.186)] +2024-10-13 14:49:37,247 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.109)] [top1_cnt 35323] [top5_cnt 44983] [top_all 50000] +2024-10-13 14:49:37,248 - net: 70.646 (89.966) +2024-10-13 14:49:43,093 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 36978] [top5_cnt 45877] [top_all 50000] +2024-10-13 14:49:43,093 - net_E: 73.956 (91.754) +2024-10-13 14:49:43,254 - Max [top1: 71.060 (epoch: 720)] [top1-ema: 74.054 (epoch: 727)] +2024-10-13 14:49:43,255 - ==> Total time: 1 day, 17:02:34 Eta: 14:57:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 14:49:48,042 - Train: 73.30% [917000/1251000] [733.0/1000.0] [batch_t 0.148 (0.178)] [data_t 0.005] [optim_t 0.143] [lr 0.000522] [CE 4.415 (4.475)] [KD 4.037 (4.160)] +2024-10-13 14:49:55,731 - Train: 73.31% [917050/1251000] [733.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000522] [CE 4.708 (4.387)] [KD 4.190 (4.160)] +2024-10-13 14:50:03,225 - Train: 73.31% [917100/1251000] [733.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000522] [CE 4.313 (4.487)] [KD 3.819 (4.189)] +2024-10-13 14:50:11,003 - Train: 73.31% [917150/1251000] [733.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000522] [CE 4.509 (4.417)] [KD 4.181 (4.149)] +2024-10-13 14:50:18,871 - Train: 73.32% [917200/1251000] [733.2/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000522] [CE 4.439 (4.455)] [KD 4.105 (4.181)] +2024-10-13 14:50:26,334 - Train: 73.32% [917250/1251000] [733.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.007] [optim_t 0.143] [lr 0.000522] [CE 4.386 (4.492)] [KD 4.102 (4.209)] +2024-10-13 14:50:33,784 - Train: 73.33% [917300/1251000] [733.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000522] [CE 4.363 (4.525)] [KD 4.200 (4.223)] +2024-10-13 14:50:41,346 - Train: 73.33% [917350/1251000] [733.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000521] [CE 4.245 (4.413)] [KD 3.850 (4.112)] +2024-10-13 14:50:48,940 - Train: 73.33% [917400/1251000] [733.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000521] [CE 4.539 (4.516)] [KD 4.254 (4.220)] +2024-10-13 14:50:56,577 - Train: 73.34% [917450/1251000] [733.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000521] [CE 4.071 (4.446)] [KD 4.134 (4.171)] +2024-10-13 14:51:04,148 - Train: 73.34% [917500/1251000] [733.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000521] [CE 4.675 (4.460)] [KD 4.183 (4.203)] +2024-10-13 14:51:11,734 - Train: 73.35% [917550/1251000] [733.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.000521] [CE 4.118 (4.469)] [KD 3.905 (4.189)] +2024-10-13 14:51:19,325 - Train: 73.35% [917600/1251000] [733.5/1000.0] [batch_t 0.157 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.000521] [CE 4.435 (4.481)] [KD 4.075 (4.187)] +2024-10-13 14:51:26,912 - Train: 73.35% [917650/1251000] [733.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000521] [CE 4.071 (4.384)] [KD 3.795 (4.125)] +2024-10-13 14:51:34,481 - Train: 73.36% [917700/1251000] [733.6/1000.0] [batch_t 0.143 (0.151)] [data_t 0.004] [optim_t 0.139] [lr 0.000521] [CE 4.764 (4.449)] [KD 4.563 (4.169)] +2024-10-13 14:51:42,326 - Train: 73.36% [917750/1251000] [733.6/1000.0] [batch_t 0.147 (0.157)] [data_t 0.007] [optim_t 0.141] [lr 0.000520] [CE 4.400 (4.472)] [KD 4.322 (4.248)] +2024-10-13 14:51:49,789 - Train: 73.37% [917800/1251000] [733.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000520] [CE 4.787 (4.529)] [KD 4.615 (4.211)] +2024-10-13 14:51:57,246 - Train: 73.37% [917850/1251000] [733.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000520] [CE 4.216 (4.425)] [KD 4.191 (4.208)] +2024-10-13 14:52:04,846 - Train: 73.37% [917900/1251000] [733.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000520] [CE 4.688 (4.468)] [KD 4.340 (4.176)] +2024-10-13 14:52:12,427 - Train: 73.38% [917950/1251000] [733.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.007] [optim_t 0.143] [lr 0.000520] [CE 4.805 (4.443)] [KD 4.285 (4.170)] +2024-10-13 14:52:20,176 - Train: 73.38% [918000/1251000] [733.8/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000520] [CE 4.839 (4.458)] [KD 4.568 (4.243)] +2024-10-13 14:52:28,006 - Train: 73.39% [918050/1251000] [733.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000520] [CE 4.079 (4.418)] [KD 4.129 (4.173)] +2024-10-13 14:52:35,600 - Train: 73.39% [918100/1251000] [733.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000519] [CE 4.613 (4.484)] [KD 4.355 (4.210)] +2024-10-13 14:52:43,077 - Train: 73.39% [918150/1251000] [733.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000519] [CE 4.970 (4.448)] [KD 4.252 (4.190)] +2024-10-13 14:52:50,494 - Train: 73.40% [918200/1251000] [734.0/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000519] [CE 5.009 (4.523)] [KD 4.722 (4.232)] +2024-10-13 14:53:01,153 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 35034] [top5_cnt 44852] [top_all 50000] +2024-10-13 14:53:01,154 - net: 70.068 (89.704) +2024-10-13 14:53:06,974 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 36993] [top5_cnt 45895] [top_all 50000] +2024-10-13 14:53:06,975 - net_E: 73.986 (91.790) +2024-10-13 14:53:07,104 - Max [top1: 71.060 (epoch: 720)] [top1-ema: 74.054 (epoch: 727)] +2024-10-13 14:53:07,104 - ==> Total time: 1 day, 17:05:58 Eta: 14:53:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 14:53:11,705 - Train: 73.40% [918250/1251000] [734.0/1000.0] [batch_t 0.148 (0.193)] [data_t 0.005] [optim_t 0.143] [lr 0.000519] [CE 4.266 (4.456)] [KD 4.074 (4.201)] +2024-10-13 14:53:19,664 - Train: 73.41% [918300/1251000] [734.1/1000.0] [batch_t 0.155 (0.159)] [data_t 0.005] [optim_t 0.150] [lr 0.000519] [CE 4.428 (4.378)] [KD 4.067 (4.151)] +2024-10-13 14:53:27,452 - Train: 73.41% [918350/1251000] [734.1/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000519] [CE 4.751 (4.386)] [KD 4.404 (4.146)] +2024-10-13 14:53:35,129 - Train: 73.41% [918400/1251000] [734.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000519] [CE 4.580 (4.475)] [KD 4.151 (4.140)] +2024-10-13 14:53:42,828 - Train: 73.42% [918450/1251000] [734.2/1000.0] [batch_t 0.307 (0.154)] [data_t 0.003] [optim_t 0.305] [lr 0.000518] [CE 4.732 (4.399)] [KD 4.416 (4.149)] +2024-10-13 14:53:50,442 - Train: 73.42% [918500/1251000] [734.2/1000.0] [batch_t 0.143 (0.152)] [data_t 0.004] [optim_t 0.139] [lr 0.000518] [CE 4.119 (4.450)] [KD 3.846 (4.159)] +2024-10-13 14:53:58,027 - Train: 73.43% [918550/1251000] [734.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000518] [CE 4.258 (4.435)] [KD 4.023 (4.169)] +2024-10-13 14:54:05,613 - Train: 73.43% [918600/1251000] [734.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.000518] [CE 4.530 (4.467)] [KD 4.145 (4.146)] +2024-10-13 14:54:13,313 - Train: 73.43% [918650/1251000] [734.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000518] [CE 4.601 (4.492)] [KD 4.410 (4.195)] +2024-10-13 14:54:20,920 - Train: 73.44% [918700/1251000] [734.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.010] [optim_t 0.144] [lr 0.000518] [CE 4.732 (4.446)] [KD 4.397 (4.176)] +2024-10-13 14:54:28,361 - Train: 73.44% [918750/1251000] [734.4/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.000518] [CE 4.338 (4.443)] [KD 4.062 (4.186)] +2024-10-13 14:54:36,040 - Train: 73.45% [918800/1251000] [734.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000517] [CE 4.583 (4.417)] [KD 4.637 (4.169)] +2024-10-13 14:54:43,697 - Train: 73.45% [918850/1251000] [734.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000517] [CE 4.377 (4.477)] [KD 4.101 (4.151)] +2024-10-13 14:54:51,559 - Train: 73.45% [918900/1251000] [734.5/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000517] [CE 3.807 (4.409)] [KD 3.649 (4.092)] +2024-10-13 14:54:59,096 - Train: 73.46% [918950/1251000] [734.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000517] [CE 4.316 (4.448)] [KD 4.215 (4.172)] +2024-10-13 14:55:06,620 - Train: 73.46% [919000/1251000] [734.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000517] [CE 4.537 (4.399)] [KD 4.180 (4.176)] +2024-10-13 14:55:14,234 - Train: 73.47% [919050/1251000] [734.7/1000.0] [batch_t 0.276 (0.152)] [data_t 0.004] [optim_t 0.272] [lr 0.000517] [CE 4.177 (4.407)] [KD 3.995 (4.148)] +2024-10-13 14:55:21,839 - Train: 73.47% [919100/1251000] [734.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000517] [CE 4.043 (4.419)] [KD 4.089 (4.196)] +2024-10-13 14:55:29,573 - Train: 73.47% [919150/1251000] [734.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.008] [optim_t 0.142] [lr 0.000517] [CE 4.217 (4.467)] [KD 4.266 (4.176)] +2024-10-13 14:55:37,311 - Train: 73.48% [919200/1251000] [734.8/1000.0] [batch_t 0.154 (0.155)] [data_t 0.007] [optim_t 0.148] [lr 0.000516] [CE 4.879 (4.527)] [KD 4.494 (4.249)] +2024-10-13 14:55:44,933 - Train: 73.48% [919250/1251000] [734.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000516] [CE 4.888 (4.472)] [KD 4.390 (4.178)] +2024-10-13 14:55:52,572 - Train: 73.49% [919300/1251000] [734.9/1000.0] [batch_t 0.295 (0.153)] [data_t 0.005] [optim_t 0.290] [lr 0.000516] [CE 5.020 (4.431)] [KD 4.425 (4.183)] +2024-10-13 14:56:00,006 - Train: 73.49% [919350/1251000] [734.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.000516] [CE 4.217 (4.474)] [KD 4.078 (4.181)] +2024-10-13 14:56:07,435 - Train: 73.49% [919400/1251000] [734.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.000516] [CE 3.858 (4.468)] [KD 3.931 (4.171)] +2024-10-13 14:56:15,119 - Train: 73.50% [919450/1251000] [735.0/1000.0] [batch_t 0.279 (0.154)] [data_t 0.007] [optim_t 0.272] [lr 0.000516] [CE 4.940 (4.478)] [KD 4.565 (4.222)] +2024-10-13 14:56:26,052 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 35175] [top5_cnt 44790] [top_all 50000] +2024-10-13 14:56:26,053 - net: 70.350 (89.580) +2024-10-13 14:56:31,926 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 36999] [top5_cnt 45884] [top_all 50000] +2024-10-13 14:56:31,927 - net_E: 73.998 (91.768) +2024-10-13 14:56:32,068 - Max [top1: 71.060 (epoch: 720)] [top1-ema: 74.054 (epoch: 727)] +2024-10-13 14:56:32,068 - ==> Total time: 1 day, 17:09:23 Eta: 14:50:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 14:56:37,169 - Train: 73.50% [919500/1251000] [735.0/1000.0] [batch_t 0.150 (0.173)] [data_t 0.005] [optim_t 0.145] [lr 0.000516] [CE 4.361 (4.417)] [KD 4.112 (4.076)] +2024-10-13 14:56:44,731 - Train: 73.51% [919550/1251000] [735.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000515] [CE 4.259 (4.433)] [KD 4.002 (4.155)] +2024-10-13 14:56:52,249 - Train: 73.51% [919600/1251000] [735.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000515] [CE 4.218 (4.375)] [KD 4.166 (4.125)] +2024-10-13 14:56:59,942 - Train: 73.51% [919650/1251000] [735.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000515] [CE 4.543 (4.461)] [KD 4.269 (4.167)] +2024-10-13 14:57:07,426 - Train: 73.52% [919700/1251000] [735.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000515] [CE 4.458 (4.476)] [KD 4.348 (4.198)] +2024-10-13 14:57:14,933 - Train: 73.52% [919750/1251000] [735.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000515] [CE 5.172 (4.448)] [KD 4.593 (4.156)] +2024-10-13 14:57:22,301 - Train: 73.53% [919800/1251000] [735.3/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.000515] [CE 4.380 (4.450)] [KD 4.205 (4.188)] +2024-10-13 14:57:29,862 - Train: 73.53% [919850/1251000] [735.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000515] [CE 4.486 (4.448)] [KD 4.302 (4.174)] +2024-10-13 14:57:37,514 - Train: 73.53% [919900/1251000] [735.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000514] [CE 4.897 (4.396)] [KD 4.569 (4.124)] +2024-10-13 14:57:45,067 - Train: 73.54% [919950/1251000] [735.4/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.000514] [CE 4.536 (4.442)] [KD 4.318 (4.154)] +2024-10-13 14:57:52,513 - Train: 73.54% [920000/1251000] [735.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.000514] [CE 4.750 (4.414)] [KD 4.150 (4.164)] +2024-10-13 14:58:00,157 - Train: 73.55% [920050/1251000] [735.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000514] [CE 4.040 (4.407)] [KD 3.908 (4.177)] +2024-10-13 14:58:07,748 - Train: 73.55% [920100/1251000] [735.5/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.000514] [CE 4.450 (4.431)] [KD 4.424 (4.164)] +2024-10-13 14:58:15,426 - Train: 73.55% [920150/1251000] [735.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000514] [CE 4.340 (4.496)] [KD 4.214 (4.217)] +2024-10-13 14:58:22,802 - Train: 73.56% [920200/1251000] [735.6/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.000514] [CE 4.483 (4.330)] [KD 4.316 (4.116)] +2024-10-13 14:58:30,186 - Train: 73.56% [920250/1251000] [735.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000513] [CE 4.303 (4.366)] [KD 4.189 (4.123)] +2024-10-13 14:58:37,693 - Train: 73.57% [920300/1251000] [735.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000513] [CE 4.701 (4.371)] [KD 4.340 (4.075)] +2024-10-13 14:58:45,363 - Train: 73.57% [920350/1251000] [735.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.007] [optim_t 0.142] [lr 0.000513] [CE 4.623 (4.435)] [KD 4.217 (4.165)] +2024-10-13 14:58:52,808 - Train: 73.57% [920400/1251000] [735.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.000513] [CE 4.736 (4.530)] [KD 4.441 (4.220)] +2024-10-13 14:59:00,508 - Train: 73.58% [920450/1251000] [735.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000513] [CE 4.284 (4.414)] [KD 4.239 (4.126)] +2024-10-13 14:59:08,241 - Train: 73.58% [920500/1251000] [735.8/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000513] [CE 4.048 (4.423)] [KD 4.132 (4.150)] +2024-10-13 14:59:15,704 - Train: 73.59% [920550/1251000] [735.9/1000.0] [batch_t 0.157 (0.149)] [data_t 0.003] [optim_t 0.154] [lr 0.000513] [CE 4.759 (4.433)] [KD 4.352 (4.152)] +2024-10-13 14:59:23,261 - Train: 73.59% [920600/1251000] [735.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000513] [CE 4.427 (4.476)] [KD 4.185 (4.163)] +2024-10-13 14:59:30,813 - Train: 73.59% [920650/1251000] [735.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000512] [CE 4.643 (4.417)] [KD 4.105 (4.153)] +2024-10-13 14:59:38,382 - Train: 73.60% [920700/1251000] [736.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000512] [CE 4.869 (4.468)] [KD 4.489 (4.162)] +2024-10-13 14:59:49,445 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 35085] [top5_cnt 44764] [top_all 50000] +2024-10-13 14:59:49,446 - net: 70.170 (89.528) +2024-10-13 14:59:55,200 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 36983] [top5_cnt 45854] [top_all 50000] +2024-10-13 14:59:55,200 - net_E: 73.966 (91.708) +2024-10-13 14:59:55,347 - Max [top1: 71.060 (epoch: 720)] [top1-ema: 74.054 (epoch: 727)] +2024-10-13 14:59:55,347 - ==> Total time: 1 day, 17:12:46 Eta: 14:46:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 14:59:59,757 - Train: 73.60% [920750/1251000] [736.0/1000.0] [batch_t 0.153 (0.196)] [data_t 0.007] [optim_t 0.146] [lr 0.000512] [CE 4.656 (4.368)] [KD 4.122 (4.100)] +2024-10-13 15:00:07,265 - Train: 73.61% [920800/1251000] [736.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.000512] [CE 4.891 (4.529)] [KD 4.490 (4.212)] +2024-10-13 15:00:14,880 - Train: 73.61% [920850/1251000] [736.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000512] [CE 4.645 (4.451)] [KD 4.305 (4.177)] +2024-10-13 15:00:22,461 - Train: 73.61% [920900/1251000] [736.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000512] [CE 4.918 (4.507)] [KD 4.548 (4.229)] +2024-10-13 15:00:30,006 - Train: 73.62% [920950/1251000] [736.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000512] [CE 4.376 (4.437)] [KD 4.031 (4.153)] +2024-10-13 15:00:37,702 - Train: 73.62% [921000/1251000] [736.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.007] [optim_t 0.144] [lr 0.000511] [CE 3.902 (4.439)] [KD 3.919 (4.166)] +2024-10-13 15:00:45,179 - Train: 73.63% [921050/1251000] [736.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000511] [CE 4.829 (4.441)] [KD 4.477 (4.192)] +2024-10-13 15:00:52,764 - Train: 73.63% [921100/1251000] [736.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000511] [CE 4.469 (4.436)] [KD 4.123 (4.148)] +2024-10-13 15:01:00,312 - Train: 73.63% [921150/1251000] [736.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000511] [CE 4.145 (4.517)] [KD 3.914 (4.159)] +2024-10-13 15:01:08,084 - Train: 73.64% [921200/1251000] [736.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000511] [CE 4.791 (4.391)] [KD 4.287 (4.147)] +2024-10-13 15:01:15,537 - Train: 73.64% [921250/1251000] [736.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000511] [CE 3.737 (4.355)] [KD 3.918 (4.106)] +2024-10-13 15:01:23,331 - Train: 73.65% [921300/1251000] [736.5/1000.0] [batch_t 0.145 (0.156)] [data_t 0.003] [optim_t 0.142] [lr 0.000511] [CE 4.704 (4.447)] [KD 4.409 (4.146)] +2024-10-13 15:01:30,831 - Train: 73.65% [921350/1251000] [736.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000510] [CE 4.575 (4.366)] [KD 4.354 (4.133)] +2024-10-13 15:01:38,227 - Train: 73.65% [921400/1251000] [736.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000510] [CE 4.209 (4.398)] [KD 3.868 (4.162)] +2024-10-13 15:01:45,798 - Train: 73.66% [921450/1251000] [736.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000510] [CE 4.691 (4.534)] [KD 4.630 (4.221)] +2024-10-13 15:01:53,510 - Train: 73.66% [921500/1251000] [736.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000510] [CE 5.010 (4.498)] [KD 4.430 (4.233)] +2024-10-13 15:02:01,064 - Train: 73.67% [921550/1251000] [736.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000510] [CE 4.515 (4.481)] [KD 4.181 (4.158)] +2024-10-13 15:02:08,766 - Train: 73.67% [921600/1251000] [736.7/1000.0] [batch_t 0.158 (0.154)] [data_t 0.004] [optim_t 0.154] [lr 0.000510] [CE 4.438 (4.493)] [KD 3.931 (4.212)] +2024-10-13 15:02:16,167 - Train: 73.67% [921650/1251000] [736.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.000510] [CE 4.298 (4.410)] [KD 4.182 (4.142)] +2024-10-13 15:02:23,721 - Train: 73.68% [921700/1251000] [736.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000509] [CE 4.810 (4.465)] [KD 4.514 (4.126)] +2024-10-13 15:02:31,348 - Train: 73.68% [921750/1251000] [736.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000509] [CE 4.542 (4.403)] [KD 4.333 (4.164)] +2024-10-13 15:02:38,963 - Train: 73.69% [921800/1251000] [736.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000509] [CE 4.514 (4.445)] [KD 3.883 (4.133)] +2024-10-13 15:02:46,617 - Train: 73.69% [921850/1251000] [736.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000509] [CE 4.624 (4.529)] [KD 4.265 (4.257)] +2024-10-13 15:02:54,234 - Train: 73.69% [921900/1251000] [736.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.000509] [CE 4.467 (4.405)] [KD 4.152 (4.156)] +2024-10-13 15:03:01,808 - Train: 73.70% [921950/1251000] [737.0/1000.0] [batch_t 0.157 (0.151)] [data_t 0.003] [optim_t 0.154] [lr 0.000509] [CE 4.970 (4.512)] [KD 4.466 (4.186)] +2024-10-13 15:03:12,982 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35135] [top5_cnt 44775] [top_all 50000] +2024-10-13 15:03:12,983 - net: 70.270 (89.550) +2024-10-13 15:03:18,999 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.110)] [top1_cnt 37007] [top5_cnt 45859] [top_all 50000] +2024-10-13 15:03:18,999 - net_E: 74.014 (91.718) +2024-10-13 15:03:19,132 - Max [top1: 71.060 (epoch: 720)] [top1-ema: 74.054 (epoch: 727)] +2024-10-13 15:03:19,133 - ==> Total time: 1 day, 17:16:10 Eta: 14:43:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 15:03:23,200 - Train: 73.70% [922000/1251000] [737.0/1000.0] [batch_t 0.152 (0.194)] [data_t 0.005] [optim_t 0.147] [lr 0.000509] [CE 3.904 (4.493)] [KD 3.896 (4.179)] +2024-10-13 15:03:30,668 - Train: 73.71% [922050/1251000] [737.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.007] [optim_t 0.144] [lr 0.000509] [CE 4.536 (4.459)] [KD 4.136 (4.115)] +2024-10-13 15:03:38,275 - Train: 73.71% [922100/1251000] [737.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000508] [CE 4.731 (4.415)] [KD 4.408 (4.154)] +2024-10-13 15:03:46,196 - Train: 73.71% [922150/1251000] [737.1/1000.0] [batch_t 0.158 (0.158)] [data_t 0.005] [optim_t 0.154] [lr 0.000508] [CE 4.611 (4.399)] [KD 4.300 (4.154)] +2024-10-13 15:03:53,895 - Train: 73.72% [922200/1251000] [737.2/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.154] [lr 0.000508] [CE 4.665 (4.465)] [KD 4.353 (4.150)] +2024-10-13 15:04:01,340 - Train: 73.72% [922250/1251000] [737.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000508] [CE 4.486 (4.476)] [KD 4.041 (4.135)] +2024-10-13 15:04:08,940 - Train: 73.73% [922300/1251000] [737.3/1000.0] [batch_t 0.316 (0.152)] [data_t 0.003] [optim_t 0.313] [lr 0.000508] [CE 4.412 (4.487)] [KD 4.253 (4.193)] +2024-10-13 15:04:16,649 - Train: 73.73% [922350/1251000] [737.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000508] [CE 4.729 (4.431)] [KD 4.329 (4.148)] +2024-10-13 15:04:24,265 - Train: 73.73% [922400/1251000] [737.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000508] [CE 4.052 (4.415)] [KD 3.676 (4.155)] +2024-10-13 15:04:32,023 - Train: 73.74% [922450/1251000] [737.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000507] [CE 4.707 (4.388)] [KD 4.353 (4.114)] +2024-10-13 15:04:39,612 - Train: 73.74% [922500/1251000] [737.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000507] [CE 4.020 (4.411)] [KD 3.827 (4.140)] +2024-10-13 15:04:47,009 - Train: 73.75% [922550/1251000] [737.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000507] [CE 4.305 (4.426)] [KD 4.146 (4.113)] +2024-10-13 15:04:54,505 - Train: 73.75% [922600/1251000] [737.5/1000.0] [batch_t 0.245 (0.150)] [data_t 0.004] [optim_t 0.241] [lr 0.000507] [CE 4.575 (4.415)] [KD 4.454 (4.073)] +2024-10-13 15:05:02,070 - Train: 73.75% [922650/1251000] [737.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000507] [CE 4.428 (4.392)] [KD 4.170 (4.138)] +2024-10-13 15:05:09,631 - Train: 73.76% [922700/1251000] [737.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000507] [CE 4.456 (4.419)] [KD 4.178 (4.155)] +2024-10-13 15:05:17,142 - Train: 73.76% [922750/1251000] [737.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000507] [CE 4.773 (4.481)] [KD 4.456 (4.154)] +2024-10-13 15:05:24,686 - Train: 73.76% [922800/1251000] [737.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000506] [CE 4.768 (4.438)] [KD 4.427 (4.128)] +2024-10-13 15:05:32,290 - Train: 73.77% [922850/1251000] [737.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000506] [CE 4.143 (4.408)] [KD 3.855 (4.159)] +2024-10-13 15:05:39,802 - Train: 73.77% [922900/1251000] [737.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000506] [CE 4.443 (4.542)] [KD 4.252 (4.218)] +2024-10-13 15:05:47,452 - Train: 73.78% [922950/1251000] [737.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000506] [CE 4.716 (4.349)] [KD 4.401 (4.078)] +2024-10-13 15:05:54,951 - Train: 73.78% [923000/1251000] [737.8/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000506] [CE 4.405 (4.450)] [KD 4.213 (4.158)] +2024-10-13 15:06:02,374 - Train: 73.78% [923050/1251000] [737.8/1000.0] [batch_t 0.176 (0.148)] [data_t 0.003] [optim_t 0.174] [lr 0.000506] [CE 4.944 (4.520)] [KD 4.363 (4.235)] +2024-10-13 15:06:09,886 - Train: 73.79% [923100/1251000] [737.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000506] [CE 4.650 (4.457)] [KD 4.064 (4.123)] +2024-10-13 15:06:17,364 - Train: 73.79% [923150/1251000] [737.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000506] [CE 4.517 (4.391)] [KD 4.073 (4.145)] +2024-10-13 15:06:24,809 - Train: 73.80% [923200/1251000] [738.0/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.139] [lr 0.000505] [CE 4.721 (4.364)] [KD 4.345 (4.099)] +2024-10-13 15:06:36,015 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.107)] [top1_cnt 35304] [top5_cnt 44962] [top_all 50000] +2024-10-13 15:06:36,016 - net: 70.608 (89.924) +2024-10-13 15:06:41,892 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 37073] [top5_cnt 45889] [top_all 50000] +2024-10-13 15:06:41,892 - net_E: 74.146 (91.778) +2024-10-13 15:06:42,025 - Max [top1: 71.060 (epoch: 720)] [top1-ema: 74.146 (epoch: 738)] +2024-10-13 15:06:42,025 - ==> Total time: 1 day, 17:19:33 Eta: 14:40:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 15:06:47,351 - Train: 73.80% [923250/1251000] [738.0/1000.0] [batch_t 0.149 (0.200)] [data_t 0.005] [optim_t 0.144] [lr 0.000505] [CE 4.801 (4.471)] [KD 4.430 (4.134)] +2024-10-13 15:06:55,118 - Train: 73.80% [923300/1251000] [738.0/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000505] [CE 4.251 (4.441)] [KD 4.110 (4.104)] +2024-10-13 15:07:02,723 - Train: 73.81% [923350/1251000] [738.1/1000.0] [batch_t 0.156 (0.152)] [data_t 0.006] [optim_t 0.150] [lr 0.000505] [CE 4.453 (4.473)] [KD 4.058 (4.108)] +2024-10-13 15:07:10,316 - Train: 73.81% [923400/1251000] [738.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000505] [CE 4.823 (4.432)] [KD 4.398 (4.108)] +2024-10-13 15:07:17,789 - Train: 73.82% [923450/1251000] [738.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000505] [CE 4.912 (4.525)] [KD 4.507 (4.178)] +2024-10-13 15:07:25,408 - Train: 73.82% [923500/1251000] [738.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.008] [optim_t 0.142] [lr 0.000505] [CE 4.322 (4.439)] [KD 4.118 (4.115)] +2024-10-13 15:07:32,990 - Train: 73.82% [923550/1251000] [738.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000504] [CE 4.583 (4.424)] [KD 4.013 (4.114)] +2024-10-13 15:07:40,581 - Train: 73.83% [923600/1251000] [738.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000504] [CE 4.367 (4.462)] [KD 3.960 (4.140)] +2024-10-13 15:07:47,981 - Train: 73.83% [923650/1251000] [738.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000504] [CE 4.182 (4.455)] [KD 4.262 (4.114)] +2024-10-13 15:07:55,759 - Train: 73.84% [923700/1251000] [738.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.142] [lr 0.000504] [CE 4.276 (4.460)] [KD 4.185 (4.189)] +2024-10-13 15:08:03,195 - Train: 73.84% [923750/1251000] [738.4/1000.0] [batch_t 0.143 (0.149)] [data_t 0.004] [optim_t 0.139] [lr 0.000504] [CE 3.921 (4.445)] [KD 3.762 (4.112)] +2024-10-13 15:08:10,911 - Train: 73.84% [923800/1251000] [738.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.000504] [CE 4.001 (4.459)] [KD 3.913 (4.168)] +2024-10-13 15:08:18,566 - Train: 73.85% [923850/1251000] [738.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000504] [CE 3.912 (4.422)] [KD 3.807 (4.155)] +2024-10-13 15:08:26,008 - Train: 73.85% [923900/1251000] [738.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000503] [CE 4.587 (4.499)] [KD 4.263 (4.173)] +2024-10-13 15:08:33,393 - Train: 73.86% [923950/1251000] [738.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000503] [CE 4.634 (4.428)] [KD 4.056 (4.151)] +2024-10-13 15:08:40,887 - Train: 73.86% [924000/1251000] [738.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000503] [CE 4.773 (4.491)] [KD 4.467 (4.187)] +2024-10-13 15:08:48,516 - Train: 73.86% [924050/1251000] [738.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000503] [CE 4.450 (4.398)] [KD 4.080 (4.119)] +2024-10-13 15:08:56,385 - Train: 73.87% [924100/1251000] [738.7/1000.0] [batch_t 0.156 (0.151)] [data_t 0.003] [optim_t 0.153] [lr 0.000503] [CE 4.284 (4.461)] [KD 3.991 (4.182)] +2024-10-13 15:09:04,048 - Train: 73.87% [924150/1251000] [738.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000503] [CE 4.464 (4.461)] [KD 4.117 (4.189)] +2024-10-13 15:09:11,712 - Train: 73.88% [924200/1251000] [738.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000503] [CE 4.117 (4.452)] [KD 3.657 (4.138)] +2024-10-13 15:09:19,432 - Train: 73.88% [924250/1251000] [738.8/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.000503] [CE 5.007 (4.501)] [KD 4.687 (4.146)] +2024-10-13 15:09:26,947 - Train: 73.88% [924300/1251000] [738.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000502] [CE 4.170 (4.475)] [KD 4.116 (4.187)] +2024-10-13 15:09:34,369 - Train: 73.89% [924350/1251000] [738.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000502] [CE 4.100 (4.461)] [KD 4.053 (4.195)] +2024-10-13 15:09:41,789 - Train: 73.89% [924400/1251000] [738.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000502] [CE 4.669 (4.433)] [KD 4.255 (4.142)] +2024-10-13 15:09:49,310 - Train: 73.90% [924450/1251000] [739.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.000502] [CE 4.491 (4.495)] [KD 4.156 (4.187)] +2024-10-13 15:10:00,683 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 35352] [top5_cnt 44943] [top_all 50000] +2024-10-13 15:10:00,684 - net: 70.704 (89.886) +2024-10-13 15:10:06,455 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37051] [top5_cnt 45908] [top_all 50000] +2024-10-13 15:10:06,455 - net_E: 74.102 (91.816) +2024-10-13 15:10:06,554 - Max [top1: 71.060 (epoch: 720)] [top1-ema: 74.146 (epoch: 738)] +2024-10-13 15:10:06,555 - ==> Total time: 1 day, 17:22:57 Eta: 14:36:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 15:10:10,369 - Train: 73.90% [924500/1251000] [739.0/1000.0] [batch_t 0.140 (0.200)] [data_t 0.003] [optim_t 0.137] [lr 0.000502] [CE 4.911 (4.395)] [KD 4.385 (4.118)] +2024-10-13 15:10:18,022 - Train: 73.90% [924550/1251000] [739.0/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.000502] [CE 4.487 (4.470)] [KD 4.106 (4.159)] +2024-10-13 15:10:25,718 - Train: 73.91% [924600/1251000] [739.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000502] [CE 4.525 (4.449)] [KD 4.152 (4.160)] +2024-10-13 15:10:33,408 - Train: 73.91% [924650/1251000] [739.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000501] [CE 4.390 (4.373)] [KD 3.869 (4.121)] +2024-10-13 15:10:40,848 - Train: 73.92% [924700/1251000] [739.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000501] [CE 4.158 (4.444)] [KD 4.158 (4.128)] +2024-10-13 15:10:48,241 - Train: 73.92% [924750/1251000] [739.2/1000.0] [batch_t 0.156 (0.148)] [data_t 0.003] [optim_t 0.153] [lr 0.000501] [CE 4.558 (4.502)] [KD 4.055 (4.184)] +2024-10-13 15:10:55,732 - Train: 73.92% [924800/1251000] [739.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000501] [CE 4.630 (4.488)] [KD 4.288 (4.200)] +2024-10-13 15:11:03,266 - Train: 73.93% [924850/1251000] [739.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.000501] [CE 4.720 (4.505)] [KD 4.273 (4.145)] +2024-10-13 15:11:10,935 - Train: 73.93% [924900/1251000] [739.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000501] [CE 4.029 (4.511)] [KD 3.970 (4.208)] +2024-10-13 15:11:18,596 - Train: 73.94% [924950/1251000] [739.4/1000.0] [batch_t 0.153 (0.153)] [data_t 0.007] [optim_t 0.145] [lr 0.000501] [CE 4.886 (4.410)] [KD 4.372 (4.131)] +2024-10-13 15:11:26,185 - Train: 73.94% [925000/1251000] [739.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000500] [CE 4.671 (4.397)] [KD 4.199 (4.127)] +2024-10-13 15:11:33,674 - Train: 73.94% [925050/1251000] [739.4/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.000500] [CE 4.182 (4.451)] [KD 4.032 (4.140)] +2024-10-13 15:11:41,201 - Train: 73.95% [925100/1251000] [739.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000500] [CE 4.257 (4.399)] [KD 3.922 (4.139)] +2024-10-13 15:11:48,575 - Train: 73.95% [925150/1251000] [739.5/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.000500] [CE 4.498 (4.532)] [KD 4.183 (4.164)] +2024-10-13 15:11:56,068 - Train: 73.96% [925200/1251000] [739.6/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000500] [CE 4.433 (4.509)] [KD 4.291 (4.195)] +2024-10-13 15:12:03,473 - Train: 73.96% [925250/1251000] [739.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000500] [CE 5.115 (4.435)] [KD 4.246 (4.147)] +2024-10-13 15:12:11,150 - Train: 73.96% [925300/1251000] [739.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000500] [CE 4.234 (4.423)] [KD 4.259 (4.127)] +2024-10-13 15:12:18,799 - Train: 73.97% [925350/1251000] [739.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000500] [CE 4.273 (4.418)] [KD 4.268 (4.158)] +2024-10-13 15:12:26,477 - Train: 73.97% [925400/1251000] [739.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.000499] [CE 3.921 (4.421)] [KD 3.582 (4.146)] +2024-10-13 15:12:34,036 - Train: 73.98% [925450/1251000] [739.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000499] [CE 4.609 (4.482)] [KD 4.373 (4.159)] +2024-10-13 15:12:41,470 - Train: 73.98% [925500/1251000] [739.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.139] [lr 0.000499] [CE 4.753 (4.516)] [KD 4.167 (4.174)] +2024-10-13 15:12:48,879 - Train: 73.98% [925550/1251000] [739.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000499] [CE 4.276 (4.417)] [KD 4.306 (4.119)] +2024-10-13 15:12:56,281 - Train: 73.99% [925600/1251000] [739.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000499] [CE 4.093 (4.425)] [KD 3.877 (4.173)] +2024-10-13 15:13:03,995 - Train: 73.99% [925650/1251000] [739.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000499] [CE 4.788 (4.396)] [KD 4.302 (4.094)] +2024-10-13 15:13:11,476 - Train: 74.00% [925700/1251000] [740.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000499] [CE 3.903 (4.464)] [KD 3.890 (4.141)] +2024-10-13 15:13:24,618 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 34650] [top5_cnt 44448] [top_all 50000] +2024-10-13 15:13:24,619 - net: 69.300 (88.896) +2024-10-13 15:13:30,335 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37092] [top5_cnt 45928] [top_all 50000] +2024-10-13 15:13:30,336 - net_E: 74.184 (91.856) +2024-10-13 15:13:30,467 - Max [top1: 71.060 (epoch: 720)] [top1-ema: 74.184 (epoch: 740)] +2024-10-13 15:13:30,467 - ==> Total time: 1 day, 17:26:21 Eta: 14:33:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 15:13:35,737 - Train: 74.00% [925750/1251000] [740.0/1000.0] [batch_t 0.146 (0.189)] [data_t 0.005] [optim_t 0.141] [lr 0.000498] [CE 4.634 (4.396)] [KD 4.150 (4.104)] +2024-10-13 15:13:43,351 - Train: 74.00% [925800/1251000] [740.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000498] [CE 4.572 (4.492)] [KD 4.040 (4.148)] +2024-10-13 15:13:50,865 - Train: 74.01% [925850/1251000] [740.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000498] [CE 5.063 (4.444)] [KD 4.558 (4.121)] +2024-10-13 15:13:58,284 - Train: 74.01% [925900/1251000] [740.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.000498] [CE 4.389 (4.464)] [KD 4.094 (4.110)] +2024-10-13 15:14:05,708 - Train: 74.02% [925950/1251000] [740.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000498] [CE 3.994 (4.447)] [KD 3.793 (4.130)] +2024-10-13 15:14:13,529 - Train: 74.02% [926000/1251000] [740.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.007] [optim_t 0.143] [lr 0.000498] [CE 4.441 (4.423)] [KD 4.158 (4.097)] +2024-10-13 15:14:21,333 - Train: 74.02% [926050/1251000] [740.2/1000.0] [batch_t 0.143 (0.156)] [data_t 0.004] [optim_t 0.139] [lr 0.000498] [CE 4.387 (4.473)] [KD 4.161 (4.151)] +2024-10-13 15:14:28,758 - Train: 74.03% [926100/1251000] [740.3/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.000497] [CE 4.482 (4.373)] [KD 4.135 (4.052)] +2024-10-13 15:14:36,140 - Train: 74.03% [926150/1251000] [740.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000497] [CE 5.117 (4.514)] [KD 4.295 (4.192)] +2024-10-13 15:14:43,673 - Train: 74.04% [926200/1251000] [740.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000497] [CE 4.865 (4.503)] [KD 4.346 (4.138)] +2024-10-13 15:14:51,078 - Train: 74.04% [926250/1251000] [740.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000497] [CE 3.557 (4.445)] [KD 3.893 (4.155)] +2024-10-13 15:14:58,909 - Train: 74.04% [926300/1251000] [740.4/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000497] [CE 4.081 (4.517)] [KD 4.087 (4.177)] +2024-10-13 15:15:06,489 - Train: 74.05% [926350/1251000] [740.5/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000497] [CE 4.538 (4.414)] [KD 4.262 (4.132)] +2024-10-13 15:15:14,042 - Train: 74.05% [926400/1251000] [740.5/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000497] [CE 4.726 (4.466)] [KD 4.360 (4.152)] +2024-10-13 15:15:21,596 - Train: 74.06% [926450/1251000] [740.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.007] [optim_t 0.142] [lr 0.000497] [CE 4.620 (4.500)] [KD 4.464 (4.197)] +2024-10-13 15:15:29,013 - Train: 74.06% [926500/1251000] [740.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000496] [CE 4.495 (4.451)] [KD 4.082 (4.181)] +2024-10-13 15:15:36,407 - Train: 74.06% [926550/1251000] [740.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000496] [CE 4.616 (4.488)] [KD 4.012 (4.184)] +2024-10-13 15:15:44,089 - Train: 74.07% [926600/1251000] [740.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.008] [optim_t 0.143] [lr 0.000496] [CE 4.245 (4.409)] [KD 3.957 (4.116)] +2024-10-13 15:15:51,816 - Train: 74.07% [926650/1251000] [740.7/1000.0] [batch_t 0.144 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000496] [CE 4.791 (4.471)] [KD 4.058 (4.160)] +2024-10-13 15:15:59,227 - Train: 74.08% [926700/1251000] [740.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000496] [CE 5.039 (4.469)] [KD 4.500 (4.092)] +2024-10-13 15:16:06,686 - Train: 74.08% [926750/1251000] [740.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.006] [optim_t 0.139] [lr 0.000496] [CE 4.396 (4.435)] [KD 4.003 (4.154)] +2024-10-13 15:16:14,116 - Train: 74.08% [926800/1251000] [740.8/1000.0] [batch_t 0.151 (0.148)] [data_t 0.006] [optim_t 0.145] [lr 0.000496] [CE 4.258 (4.474)] [KD 4.138 (4.167)] +2024-10-13 15:16:21,745 - Train: 74.09% [926850/1251000] [740.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000495] [CE 4.650 (4.432)] [KD 4.193 (4.132)] +2024-10-13 15:16:29,502 - Train: 74.09% [926900/1251000] [740.9/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000495] [CE 4.369 (4.470)] [KD 4.073 (4.203)] +2024-10-13 15:16:37,016 - Train: 74.10% [926950/1251000] [741.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000495] [CE 4.852 (4.451)] [KD 4.270 (4.169)] +2024-10-13 15:16:48,684 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35644] [top5_cnt 45115] [top_all 50000] +2024-10-13 15:16:48,684 - net: 71.288 (90.230) +2024-10-13 15:16:54,452 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 37078] [top5_cnt 45935] [top_all 50000] +2024-10-13 15:16:54,452 - net_E: 74.156 (91.870) +2024-10-13 15:16:54,570 - Max [top1: 71.288 (epoch: 741)] [top1-ema: 74.184 (epoch: 740)] +2024-10-13 15:16:54,571 - ==> Total time: 1 day, 17:29:45 Eta: 14:30:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 15:16:59,028 - Train: 74.10% [927000/1251000] [741.0/1000.0] [batch_t 0.149 (0.195)] [data_t 0.003] [optim_t 0.147] [lr 0.000495] [CE 4.645 (4.363)] [KD 4.163 (3.994)] +2024-10-13 15:17:06,579 - Train: 74.10% [927050/1251000] [741.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000495] [CE 4.473 (4.511)] [KD 4.161 (4.162)] +2024-10-13 15:17:13,972 - Train: 74.11% [927100/1251000] [741.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000495] [CE 4.782 (4.484)] [KD 4.371 (4.121)] +2024-10-13 15:17:21,511 - Train: 74.11% [927150/1251000] [741.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000495] [CE 4.800 (4.418)] [KD 4.443 (4.142)] +2024-10-13 15:17:29,117 - Train: 74.12% [927200/1251000] [741.2/1000.0] [batch_t 0.145 (0.152)] [data_t 0.006] [optim_t 0.139] [lr 0.000494] [CE 4.557 (4.421)] [KD 4.260 (4.113)] +2024-10-13 15:17:36,850 - Train: 74.12% [927250/1251000] [741.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.000494] [CE 4.558 (4.430)] [KD 4.046 (4.066)] +2024-10-13 15:17:44,396 - Train: 74.12% [927300/1251000] [741.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000494] [CE 3.943 (4.411)] [KD 3.752 (4.131)] +2024-10-13 15:17:51,918 - Train: 74.13% [927350/1251000] [741.3/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.000494] [CE 4.773 (4.372)] [KD 4.234 (4.117)] +2024-10-13 15:17:59,282 - Train: 74.13% [927400/1251000] [741.3/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.000494] [CE 4.828 (4.452)] [KD 4.358 (4.124)] +2024-10-13 15:18:06,877 - Train: 74.14% [927450/1251000] [741.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000494] [CE 5.116 (4.460)] [KD 4.372 (4.095)] +2024-10-13 15:18:14,515 - Train: 74.14% [927500/1251000] [741.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000494] [CE 4.043 (4.472)] [KD 3.974 (4.131)] +2024-10-13 15:18:21,913 - Train: 74.14% [927550/1251000] [741.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000494] [CE 4.740 (4.458)] [KD 4.286 (4.098)] +2024-10-13 15:18:29,371 - Train: 74.15% [927600/1251000] [741.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000493] [CE 4.457 (4.387)] [KD 4.018 (4.127)] +2024-10-13 15:18:36,951 - Train: 74.15% [927650/1251000] [741.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000493] [CE 4.591 (4.448)] [KD 4.218 (4.152)] +2024-10-13 15:18:44,422 - Train: 74.16% [927700/1251000] [741.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000493] [CE 5.001 (4.464)] [KD 4.319 (4.138)] +2024-10-13 15:18:51,888 - Train: 74.16% [927750/1251000] [741.6/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000493] [CE 4.558 (4.460)] [KD 3.867 (4.163)] +2024-10-13 15:18:59,363 - Train: 74.16% [927800/1251000] [741.6/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.000493] [CE 4.363 (4.440)] [KD 4.027 (4.141)] +2024-10-13 15:19:06,888 - Train: 74.17% [927850/1251000] [741.7/1000.0] [batch_t 0.156 (0.150)] [data_t 0.004] [optim_t 0.151] [lr 0.000493] [CE 4.002 (4.508)] [KD 4.099 (4.175)] +2024-10-13 15:19:14,414 - Train: 74.17% [927900/1251000] [741.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000493] [CE 4.659 (4.446)] [KD 4.154 (4.143)] +2024-10-13 15:19:21,860 - Train: 74.18% [927950/1251000] [741.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.000492] [CE 4.229 (4.450)] [KD 3.798 (4.177)] +2024-10-13 15:19:29,185 - Train: 74.18% [928000/1251000] [741.8/1000.0] [batch_t 0.146 (0.146)] [data_t 0.005] [optim_t 0.141] [lr 0.000492] [CE 4.778 (4.467)] [KD 4.363 (4.147)] +2024-10-13 15:19:36,848 - Train: 74.18% [928050/1251000] [741.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000492] [CE 4.193 (4.430)] [KD 4.012 (4.100)] +2024-10-13 15:19:44,309 - Train: 74.19% [928100/1251000] [741.9/1000.0] [batch_t 0.142 (0.149)] [data_t 0.004] [optim_t 0.138] [lr 0.000492] [CE 4.857 (4.374)] [KD 4.246 (4.099)] +2024-10-13 15:19:51,946 - Train: 74.19% [928150/1251000] [741.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000492] [CE 4.526 (4.500)] [KD 4.067 (4.173)] +2024-10-13 15:19:59,311 - Train: 74.20% [928200/1251000] [742.0/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.140] [lr 0.000492] [CE 4.716 (4.459)] [KD 4.619 (4.168)] +2024-10-13 15:20:11,125 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34952] [top5_cnt 44611] [top_all 50000] +2024-10-13 15:20:11,126 - net: 69.904 (89.222) +2024-10-13 15:20:16,953 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37118] [top5_cnt 45914] [top_all 50000] +2024-10-13 15:20:16,954 - net_E: 74.236 (91.828) +2024-10-13 15:20:17,102 - Max [top1: 71.288 (epoch: 741)] [top1-ema: 74.236 (epoch: 742)] +2024-10-13 15:20:17,102 - ==> Total time: 1 day, 17:33:08 Eta: 14:26:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 15:20:23,154 - Train: 74.20% [928250/1251000] [742.0/1000.0] [batch_t 0.300 (0.213)] [data_t 0.005] [optim_t 0.296] [lr 0.000492] [CE 4.648 (4.322)] [KD 4.135 (4.029)] +2024-10-13 15:20:30,770 - Train: 74.20% [928300/1251000] [742.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000492] [CE 3.970 (4.474)] [KD 4.013 (4.107)] +2024-10-13 15:20:38,347 - Train: 74.21% [928350/1251000] [742.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000491] [CE 4.749 (4.462)] [KD 4.361 (4.109)] +2024-10-13 15:20:46,035 - Train: 74.21% [928400/1251000] [742.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000491] [CE 3.763 (4.323)] [KD 3.658 (4.086)] +2024-10-13 15:20:53,798 - Train: 74.22% [928450/1251000] [742.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000491] [CE 5.014 (4.438)] [KD 4.501 (4.116)] +2024-10-13 15:21:01,383 - Train: 74.22% [928500/1251000] [742.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000491] [CE 4.838 (4.438)] [KD 4.172 (4.107)] +2024-10-13 15:21:08,902 - Train: 74.22% [928550/1251000] [742.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000491] [CE 4.590 (4.417)] [KD 4.214 (4.133)] +2024-10-13 15:21:16,321 - Train: 74.23% [928600/1251000] [742.3/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.000491] [CE 4.511 (4.482)] [KD 4.221 (4.170)] +2024-10-13 15:21:23,998 - Train: 74.23% [928650/1251000] [742.3/1000.0] [batch_t 0.162 (0.153)] [data_t 0.003] [optim_t 0.159] [lr 0.000491] [CE 4.383 (4.506)] [KD 4.016 (4.148)] +2024-10-13 15:21:31,713 - Train: 74.24% [928700/1251000] [742.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000490] [CE 4.267 (4.483)] [KD 4.022 (4.171)] +2024-10-13 15:21:39,444 - Train: 74.24% [928750/1251000] [742.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000490] [CE 4.949 (4.399)] [KD 4.188 (4.162)] +2024-10-13 15:21:47,049 - Train: 74.24% [928800/1251000] [742.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000490] [CE 4.400 (4.496)] [KD 4.014 (4.161)] +2024-10-13 15:21:54,516 - Train: 74.25% [928850/1251000] [742.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000490] [CE 4.496 (4.491)] [KD 4.178 (4.184)] +2024-10-13 15:22:02,183 - Train: 74.25% [928900/1251000] [742.5/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000490] [CE 4.484 (4.416)] [KD 4.386 (4.142)] +2024-10-13 15:22:09,839 - Train: 74.26% [928950/1251000] [742.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000490] [CE 4.178 (4.436)] [KD 3.882 (4.152)] +2024-10-13 15:22:17,459 - Train: 74.26% [929000/1251000] [742.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000490] [CE 4.409 (4.443)] [KD 4.110 (4.173)] +2024-10-13 15:22:25,047 - Train: 74.26% [929050/1251000] [742.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000489] [CE 4.857 (4.509)] [KD 4.349 (4.215)] +2024-10-13 15:22:32,596 - Train: 74.27% [929100/1251000] [742.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000489] [CE 4.598 (4.452)] [KD 4.319 (4.106)] +2024-10-13 15:22:40,172 - Train: 74.27% [929150/1251000] [742.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000489] [CE 3.883 (4.441)] [KD 4.016 (4.139)] +2024-10-13 15:22:47,751 - Train: 74.28% [929200/1251000] [742.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000489] [CE 4.358 (4.402)] [KD 4.173 (4.110)] +2024-10-13 15:22:55,413 - Train: 74.28% [929250/1251000] [742.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000489] [CE 4.955 (4.468)] [KD 4.532 (4.149)] +2024-10-13 15:23:02,970 - Train: 74.28% [929300/1251000] [742.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000489] [CE 4.654 (4.413)] [KD 4.353 (4.123)] +2024-10-13 15:23:10,590 - Train: 74.29% [929350/1251000] [742.9/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000489] [CE 4.501 (4.433)] [KD 4.124 (4.129)] +2024-10-13 15:23:18,197 - Train: 74.29% [929400/1251000] [742.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000489] [CE 4.183 (4.420)] [KD 4.014 (4.119)] +2024-10-13 15:23:25,630 - Train: 74.30% [929450/1251000] [743.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000488] [CE 4.620 (4.487)] [KD 4.424 (4.165)] +2024-10-13 15:23:38,015 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 35576] [top5_cnt 45100] [top_all 50000] +2024-10-13 15:23:38,016 - net: 71.152 (90.200) +2024-10-13 15:23:43,895 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37105] [top5_cnt 45909] [top_all 50000] +2024-10-13 15:23:43,895 - net_E: 74.210 (91.818) +2024-10-13 15:23:44,107 - Max [top1: 71.288 (epoch: 741)] [top1-ema: 74.236 (epoch: 742)] +2024-10-13 15:23:44,108 - ==> Total time: 1 day, 17:36:35 Eta: 14:23:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 15:23:47,505 - Train: 74.30% [929500/1251000] [743.0/1000.0] [batch_t 0.147 (0.224)] [data_t 0.004] [optim_t 0.143] [lr 0.000488] [CE 4.578 (4.330)] [KD 4.142 (4.014)] +2024-10-13 15:23:55,104 - Train: 74.30% [929550/1251000] [743.0/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000488] [CE 4.461 (4.437)] [KD 3.981 (4.139)] +2024-10-13 15:24:02,704 - Train: 74.31% [929600/1251000] [743.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000488] [CE 4.543 (4.427)] [KD 4.177 (4.110)] +2024-10-13 15:24:10,511 - Train: 74.31% [929650/1251000] [743.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000488] [CE 4.674 (4.421)] [KD 4.157 (4.103)] +2024-10-13 15:24:18,066 - Train: 74.32% [929700/1251000] [743.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000488] [CE 3.999 (4.377)] [KD 3.600 (4.078)] +2024-10-13 15:24:25,805 - Train: 74.32% [929750/1251000] [743.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000488] [CE 4.251 (4.494)] [KD 3.851 (4.149)] +2024-10-13 15:24:33,387 - Train: 74.32% [929800/1251000] [743.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000487] [CE 4.693 (4.383)] [KD 4.054 (4.071)] +2024-10-13 15:24:40,906 - Train: 74.33% [929850/1251000] [743.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000487] [CE 4.201 (4.409)] [KD 4.048 (4.101)] +2024-10-13 15:24:48,507 - Train: 74.33% [929900/1251000] [743.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000487] [CE 4.023 (4.422)] [KD 4.147 (4.126)] +2024-10-13 15:24:56,501 - Train: 74.34% [929950/1251000] [743.4/1000.0] [batch_t 0.153 (0.160)] [data_t 0.004] [optim_t 0.150] [lr 0.000487] [CE 4.407 (4.442)] [KD 4.004 (4.131)] +2024-10-13 15:25:03,965 - Train: 74.34% [930000/1251000] [743.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000487] [CE 4.503 (4.388)] [KD 4.179 (4.095)] +2024-10-13 15:25:11,873 - Train: 74.34% [930050/1251000] [743.4/1000.0] [batch_t 0.158 (0.158)] [data_t 0.004] [optim_t 0.155] [lr 0.000487] [CE 4.155 (4.506)] [KD 4.036 (4.185)] +2024-10-13 15:25:19,310 - Train: 74.35% [930100/1251000] [743.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000487] [CE 4.112 (4.434)] [KD 3.915 (4.080)] +2024-10-13 15:25:26,717 - Train: 74.35% [930150/1251000] [743.5/1000.0] [batch_t 0.154 (0.148)] [data_t 0.007] [optim_t 0.148] [lr 0.000487] [CE 4.583 (4.454)] [KD 4.061 (4.132)] +2024-10-13 15:25:34,087 - Train: 74.36% [930200/1251000] [743.6/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.000486] [CE 4.565 (4.376)] [KD 4.203 (4.096)] +2024-10-13 15:25:41,599 - Train: 74.36% [930250/1251000] [743.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000486] [CE 4.148 (4.395)] [KD 3.968 (4.115)] +2024-10-13 15:25:49,059 - Train: 74.36% [930300/1251000] [743.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000486] [CE 4.785 (4.499)] [KD 4.159 (4.147)] +2024-10-13 15:25:56,924 - Train: 74.37% [930350/1251000] [743.7/1000.0] [batch_t 0.146 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.000486] [CE 4.783 (4.502)] [KD 4.248 (4.161)] +2024-10-13 15:26:04,534 - Train: 74.37% [930400/1251000] [743.7/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000486] [CE 4.557 (4.392)] [KD 4.178 (4.139)] +2024-10-13 15:26:12,150 - Train: 74.38% [930450/1251000] [743.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000486] [CE 4.717 (4.372)] [KD 4.184 (4.099)] +2024-10-13 15:26:19,658 - Train: 74.38% [930500/1251000] [743.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000486] [CE 4.802 (4.418)] [KD 4.110 (4.114)] +2024-10-13 15:26:27,032 - Train: 74.38% [930550/1251000] [743.8/1000.0] [batch_t 0.149 (0.147)] [data_t 0.004] [optim_t 0.145] [lr 0.000485] [CE 3.874 (4.455)] [KD 3.836 (4.118)] +2024-10-13 15:26:34,530 - Train: 74.39% [930600/1251000] [743.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000485] [CE 4.459 (4.467)] [KD 4.034 (4.137)] +2024-10-13 15:26:42,091 - Train: 74.39% [930650/1251000] [743.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000485] [CE 4.373 (4.421)] [KD 4.209 (4.120)] +2024-10-13 15:26:49,491 - Train: 74.40% [930700/1251000] [744.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000485] [CE 4.541 (4.426)] [KD 4.102 (4.145)] +2024-10-13 15:27:01,855 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 35418] [top5_cnt 44871] [top_all 50000] +2024-10-13 15:27:01,855 - net: 70.836 (89.742) +2024-10-13 15:27:07,662 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37134] [top5_cnt 45925] [top_all 50000] +2024-10-13 15:27:07,663 - net_E: 74.268 (91.850) +2024-10-13 15:27:07,785 - Max [top1: 71.288 (epoch: 741)] [top1-ema: 74.268 (epoch: 744)] +2024-10-13 15:27:07,785 - ==> Total time: 1 day, 17:39:58 Eta: 14:20:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 15:27:12,637 - Train: 74.40% [930750/1251000] [744.0/1000.0] [batch_t 0.145 (0.221)] [data_t 0.003] [optim_t 0.142] [lr 0.000485] [CE 4.669 (4.353)] [KD 4.389 (4.092)] +2024-10-13 15:27:20,197 - Train: 74.40% [930800/1251000] [744.0/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000485] [CE 4.152 (4.312)] [KD 3.875 (4.035)] +2024-10-13 15:27:27,739 - Train: 74.41% [930850/1251000] [744.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000485] [CE 4.167 (4.363)] [KD 3.769 (4.022)] +2024-10-13 15:27:35,409 - Train: 74.41% [930900/1251000] [744.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000485] [CE 4.402 (4.472)] [KD 4.066 (4.101)] +2024-10-13 15:27:43,019 - Train: 74.42% [930950/1251000] [744.2/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000484] [CE 4.123 (4.443)] [KD 3.923 (4.151)] +2024-10-13 15:27:50,648 - Train: 74.42% [931000/1251000] [744.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.007] [optim_t 0.145] [lr 0.000484] [CE 4.574 (4.423)] [KD 4.372 (4.122)] +2024-10-13 15:27:58,109 - Train: 74.42% [931050/1251000] [744.2/1000.0] [batch_t 0.152 (0.149)] [data_t 0.006] [optim_t 0.146] [lr 0.000484] [CE 4.664 (4.365)] [KD 4.104 (4.051)] +2024-10-13 15:28:05,664 - Train: 74.43% [931100/1251000] [744.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000484] [CE 4.168 (4.341)] [KD 3.913 (4.013)] +2024-10-13 15:28:13,200 - Train: 74.43% [931150/1251000] [744.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000484] [CE 4.308 (4.382)] [KD 4.062 (4.058)] +2024-10-13 15:28:20,933 - Train: 74.44% [931200/1251000] [744.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000484] [CE 4.375 (4.472)] [KD 3.851 (4.080)] +2024-10-13 15:28:28,408 - Train: 74.44% [931250/1251000] [744.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000484] [CE 4.683 (4.485)] [KD 4.343 (4.092)] +2024-10-13 15:28:35,986 - Train: 74.44% [931300/1251000] [744.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000483] [CE 4.677 (4.505)] [KD 4.327 (4.157)] +2024-10-13 15:28:43,477 - Train: 74.45% [931350/1251000] [744.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000483] [CE 4.780 (4.441)] [KD 4.340 (4.147)] +2024-10-13 15:28:51,180 - Train: 74.45% [931400/1251000] [744.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000483] [CE 4.534 (4.468)] [KD 4.471 (4.137)] +2024-10-13 15:28:58,639 - Train: 74.46% [931450/1251000] [744.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000483] [CE 5.133 (4.480)] [KD 4.620 (4.118)] +2024-10-13 15:29:06,223 - Train: 74.46% [931500/1251000] [744.6/1000.0] [batch_t 0.255 (0.152)] [data_t 0.005] [optim_t 0.250] [lr 0.000483] [CE 4.616 (4.408)] [KD 4.325 (4.079)] +2024-10-13 15:29:13,745 - Train: 74.46% [931550/1251000] [744.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000483] [CE 4.198 (4.447)] [KD 3.861 (4.148)] +2024-10-13 15:29:21,372 - Train: 74.47% [931600/1251000] [744.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000483] [CE 4.509 (4.462)] [KD 4.195 (4.172)] +2024-10-13 15:29:28,852 - Train: 74.47% [931650/1251000] [744.7/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.000482] [CE 4.336 (4.489)] [KD 4.022 (4.142)] +2024-10-13 15:29:36,235 - Train: 74.48% [931700/1251000] [744.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000482] [CE 4.449 (4.454)] [KD 4.061 (4.120)] +2024-10-13 15:29:43,794 - Train: 74.48% [931750/1251000] [744.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000482] [CE 3.803 (4.424)] [KD 3.979 (4.108)] +2024-10-13 15:29:51,471 - Train: 74.48% [931800/1251000] [744.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000482] [CE 4.518 (4.425)] [KD 4.257 (4.110)] +2024-10-13 15:29:59,041 - Train: 74.49% [931850/1251000] [744.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000482] [CE 4.272 (4.448)] [KD 4.036 (4.126)] +2024-10-13 15:30:06,538 - Train: 74.49% [931900/1251000] [744.9/1000.0] [batch_t 0.155 (0.150)] [data_t 0.003] [optim_t 0.152] [lr 0.000482] [CE 4.584 (4.354)] [KD 4.313 (4.112)] +2024-10-13 15:30:14,077 - Train: 74.50% [931950/1251000] [745.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000482] [CE 3.859 (4.535)] [KD 3.966 (4.219)] +2024-10-13 15:30:26,487 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 35601] [top5_cnt 45070] [top_all 50000] +2024-10-13 15:30:26,488 - net: 71.202 (90.140) +2024-10-13 15:30:32,260 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.100)] [top1_cnt 37094] [top5_cnt 45920] [top_all 50000] +2024-10-13 15:30:32,261 - net_E: 74.188 (91.840) +2024-10-13 15:30:32,464 - Max [top1: 71.288 (epoch: 741)] [top1-ema: 74.268 (epoch: 744)] +2024-10-13 15:30:32,464 - ==> Total time: 1 day, 17:43:23 Eta: 14:16:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 15:30:35,771 - Train: 74.50% [932000/1251000] [745.0/1000.0] [batch_t 0.280 (0.274)] [data_t 0.005] [optim_t 0.275] [lr 0.000482] [CE 4.273 (4.347)] [KD 4.159 (4.038)] +2024-10-13 15:30:43,215 - Train: 74.50% [932050/1251000] [745.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000481] [CE 4.386 (4.404)] [KD 4.438 (4.111)] +2024-10-13 15:30:50,946 - Train: 74.51% [932100/1251000] [745.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000481] [CE 3.666 (4.446)] [KD 3.639 (4.105)] +2024-10-13 15:30:58,358 - Train: 74.51% [932150/1251000] [745.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.000481] [CE 4.234 (4.482)] [KD 3.745 (4.074)] +2024-10-13 15:31:05,918 - Train: 74.52% [932200/1251000] [745.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000481] [CE 4.754 (4.479)] [KD 4.398 (4.103)] +2024-10-13 15:31:13,577 - Train: 74.52% [932250/1251000] [745.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000481] [CE 3.953 (4.401)] [KD 3.954 (4.067)] +2024-10-13 15:31:21,094 - Train: 74.52% [932300/1251000] [745.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000481] [CE 4.227 (4.455)] [KD 4.028 (4.089)] +2024-10-13 15:31:28,578 - Train: 74.53% [932350/1251000] [745.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000481] [CE 4.669 (4.461)] [KD 4.235 (4.062)] +2024-10-13 15:31:36,416 - Train: 74.53% [932400/1251000] [745.3/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.000480] [CE 4.527 (4.418)] [KD 4.327 (4.106)] +2024-10-13 15:31:43,882 - Train: 74.54% [932450/1251000] [745.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000480] [CE 4.760 (4.409)] [KD 4.328 (4.106)] +2024-10-13 15:31:51,330 - Train: 74.54% [932500/1251000] [745.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000480] [CE 4.020 (4.446)] [KD 3.880 (4.110)] +2024-10-13 15:31:58,879 - Train: 74.54% [932550/1251000] [745.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000480] [CE 4.695 (4.397)] [KD 4.433 (4.119)] +2024-10-13 15:32:06,439 - Train: 74.55% [932600/1251000] [745.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000480] [CE 4.741 (4.457)] [KD 4.329 (4.138)] +2024-10-13 15:32:14,223 - Train: 74.55% [932650/1251000] [745.5/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.142] [lr 0.000480] [CE 4.543 (4.466)] [KD 4.154 (4.120)] +2024-10-13 15:32:21,776 - Train: 74.56% [932700/1251000] [745.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000480] [CE 4.013 (4.387)] [KD 3.787 (4.062)] +2024-10-13 15:32:29,296 - Train: 74.56% [932750/1251000] [745.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000480] [CE 3.641 (4.480)] [KD 3.629 (4.122)] +2024-10-13 15:32:36,744 - Train: 74.56% [932800/1251000] [745.6/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000479] [CE 4.589 (4.414)] [KD 4.138 (4.072)] +2024-10-13 15:32:44,280 - Train: 74.57% [932850/1251000] [745.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.000479] [CE 4.421 (4.471)] [KD 3.934 (4.115)] +2024-10-13 15:32:51,909 - Train: 74.57% [932900/1251000] [745.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000479] [CE 4.094 (4.472)] [KD 4.026 (4.142)] +2024-10-13 15:32:59,738 - Train: 74.58% [932950/1251000] [745.8/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.000479] [CE 4.469 (4.401)] [KD 4.031 (4.096)] +2024-10-13 15:33:07,240 - Train: 74.58% [933000/1251000] [745.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000479] [CE 4.375 (4.437)] [KD 4.098 (4.076)] +2024-10-13 15:33:14,984 - Train: 74.58% [933050/1251000] [745.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000479] [CE 4.497 (4.451)] [KD 4.209 (4.093)] +2024-10-13 15:33:22,409 - Train: 74.59% [933100/1251000] [745.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.000479] [CE 4.622 (4.535)] [KD 4.197 (4.180)] +2024-10-13 15:33:29,808 - Train: 74.59% [933150/1251000] [745.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000478] [CE 4.804 (4.425)] [KD 4.187 (4.124)] +2024-10-13 15:33:37,339 - Train: 74.60% [933200/1251000] [746.0/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000478] [CE 3.996 (4.377)] [KD 3.906 (4.089)] +2024-10-13 15:33:49,953 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 35261] [top5_cnt 44924] [top_all 50000] +2024-10-13 15:33:49,953 - net: 70.522 (89.848) +2024-10-13 15:33:55,697 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 37112] [top5_cnt 45934] [top_all 50000] +2024-10-13 15:33:55,697 - net_E: 74.224 (91.868) +2024-10-13 15:33:55,852 - Max [top1: 71.288 (epoch: 741)] [top1-ema: 74.268 (epoch: 744)] +2024-10-13 15:33:55,852 - ==> Total time: 1 day, 17:46:46 Eta: 14:13:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 15:33:58,919 - Train: 74.60% [933250/1251000] [746.0/1000.0] [batch_t 0.145 (0.230)] [data_t 0.005] [optim_t 0.141] [lr 0.000478] [CE 4.080 (4.490)] [KD 3.888 (4.118)] +2024-10-13 15:34:06,378 - Train: 74.60% [933300/1251000] [746.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000478] [CE 4.037 (4.412)] [KD 3.748 (4.119)] +2024-10-13 15:34:14,352 - Train: 74.61% [933350/1251000] [746.1/1000.0] [batch_t 0.143 (0.159)] [data_t 0.004] [optim_t 0.139] [lr 0.000478] [CE 4.600 (4.383)] [KD 4.129 (4.052)] +2024-10-13 15:34:21,856 - Train: 74.61% [933400/1251000] [746.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000478] [CE 4.810 (4.450)] [KD 4.086 (4.101)] +2024-10-13 15:34:29,216 - Train: 74.62% [933450/1251000] [746.2/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.000478] [CE 5.001 (4.484)] [KD 4.301 (4.105)] +2024-10-13 15:34:36,731 - Train: 74.62% [933500/1251000] [746.2/1000.0] [batch_t 0.143 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000478] [CE 4.406 (4.434)] [KD 4.451 (4.128)] +2024-10-13 15:34:44,203 - Train: 74.62% [933550/1251000] [746.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000477] [CE 4.283 (4.435)] [KD 4.085 (4.135)] +2024-10-13 15:34:51,790 - Train: 74.63% [933600/1251000] [746.3/1000.0] [batch_t 0.313 (0.152)] [data_t 0.004] [optim_t 0.309] [lr 0.000477] [CE 4.166 (4.449)] [KD 4.054 (4.138)] +2024-10-13 15:34:59,294 - Train: 74.63% [933650/1251000] [746.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000477] [CE 3.695 (4.430)] [KD 3.872 (4.136)] +2024-10-13 15:35:06,866 - Train: 74.64% [933700/1251000] [746.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000477] [CE 4.497 (4.454)] [KD 4.133 (4.156)] +2024-10-13 15:35:14,790 - Train: 74.64% [933750/1251000] [746.4/1000.0] [batch_t 0.165 (0.158)] [data_t 0.005] [optim_t 0.160] [lr 0.000477] [CE 4.115 (4.447)] [KD 3.896 (4.097)] +2024-10-13 15:35:22,304 - Train: 74.64% [933800/1251000] [746.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000477] [CE 4.627 (4.484)] [KD 4.112 (4.083)] +2024-10-13 15:35:29,704 - Train: 74.65% [933850/1251000] [746.5/1000.0] [batch_t 0.150 (0.148)] [data_t 0.006] [optim_t 0.145] [lr 0.000477] [CE 4.621 (4.426)] [KD 3.957 (4.104)] +2024-10-13 15:35:37,251 - Train: 74.65% [933900/1251000] [746.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000476] [CE 3.853 (4.472)] [KD 3.720 (4.140)] +2024-10-13 15:35:44,695 - Train: 74.66% [933950/1251000] [746.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000476] [CE 3.923 (4.444)] [KD 3.828 (4.126)] +2024-10-13 15:35:52,289 - Train: 74.66% [934000/1251000] [746.6/1000.0] [batch_t 0.161 (0.152)] [data_t 0.005] [optim_t 0.157] [lr 0.000476] [CE 4.431 (4.417)] [KD 4.268 (4.112)] +2024-10-13 15:35:59,924 - Train: 74.66% [934050/1251000] [746.6/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000476] [CE 4.732 (4.442)] [KD 4.283 (4.117)] +2024-10-13 15:36:07,468 - Train: 74.67% [934100/1251000] [746.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000476] [CE 4.562 (4.444)] [KD 3.891 (4.125)] +2024-10-13 15:36:15,098 - Train: 74.67% [934150/1251000] [746.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000476] [CE 4.134 (4.446)] [KD 3.940 (4.118)] +2024-10-13 15:36:23,010 - Train: 74.68% [934200/1251000] [746.8/1000.0] [batch_t 0.144 (0.158)] [data_t 0.005] [optim_t 0.140] [lr 0.000476] [CE 4.416 (4.440)] [KD 4.136 (4.096)] +2024-10-13 15:36:30,658 - Train: 74.68% [934250/1251000] [746.8/1000.0] [batch_t 0.162 (0.153)] [data_t 0.005] [optim_t 0.157] [lr 0.000476] [CE 3.817 (4.400)] [KD 3.639 (4.149)] +2024-10-13 15:36:38,132 - Train: 74.68% [934300/1251000] [746.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000475] [CE 4.248 (4.508)] [KD 3.949 (4.188)] +2024-10-13 15:36:45,596 - Train: 74.69% [934350/1251000] [746.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000475] [CE 4.485 (4.545)] [KD 3.886 (4.193)] +2024-10-13 15:36:53,166 - Train: 74.69% [934400/1251000] [746.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000475] [CE 4.164 (4.493)] [KD 3.888 (4.161)] +2024-10-13 15:37:00,700 - Train: 74.70% [934450/1251000] [747.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000475] [CE 4.122 (4.449)] [KD 4.028 (4.135)] +2024-10-13 15:37:13,416 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35279] [top5_cnt 44851] [top_all 50000] +2024-10-13 15:37:13,416 - net: 70.558 (89.702) +2024-10-13 15:37:19,271 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 37127] [top5_cnt 45924] [top_all 50000] +2024-10-13 15:37:19,271 - net_E: 74.254 (91.848) +2024-10-13 15:37:19,418 - Max [top1: 71.288 (epoch: 741)] [top1-ema: 74.268 (epoch: 744)] +2024-10-13 15:37:19,418 - ==> Total time: 1 day, 17:50:10 Eta: 14:10:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 15:37:22,273 - Train: 74.70% [934500/1251000] [747.0/1000.0] [batch_t 0.143 (0.264)] [data_t 0.004] [optim_t 0.138] [lr 0.000475] [CE 4.346 (4.220)] [KD 3.872 (4.021)] +2024-10-13 15:37:29,931 - Train: 74.70% [934550/1251000] [747.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000475] [CE 4.459 (4.365)] [KD 4.367 (4.038)] +2024-10-13 15:37:37,574 - Train: 74.71% [934600/1251000] [747.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000475] [CE 4.547 (4.439)] [KD 4.025 (4.112)] +2024-10-13 15:37:45,263 - Train: 74.71% [934650/1251000] [747.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000474] [CE 4.340 (4.495)] [KD 4.026 (4.141)] +2024-10-13 15:37:52,680 - Train: 74.72% [934700/1251000] [747.2/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.000474] [CE 4.253 (4.459)] [KD 4.028 (4.119)] +2024-10-13 15:38:00,083 - Train: 74.72% [934750/1251000] [747.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000474] [CE 4.871 (4.452)] [KD 4.241 (4.097)] +2024-10-13 15:38:07,511 - Train: 74.72% [934800/1251000] [747.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000474] [CE 4.548 (4.454)] [KD 4.071 (4.084)] +2024-10-13 15:38:15,260 - Train: 74.73% [934850/1251000] [747.3/1000.0] [batch_t 0.144 (0.155)] [data_t 0.005] [optim_t 0.139] [lr 0.000474] [CE 4.531 (4.473)] [KD 3.900 (4.071)] +2024-10-13 15:38:23,022 - Train: 74.73% [934900/1251000] [747.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000474] [CE 4.372 (4.376)] [KD 4.108 (4.121)] +2024-10-13 15:38:30,546 - Train: 74.74% [934950/1251000] [747.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000474] [CE 4.167 (4.484)] [KD 3.867 (4.097)] +2024-10-13 15:38:38,010 - Train: 74.74% [935000/1251000] [747.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.000474] [CE 4.904 (4.449)] [KD 4.600 (4.105)] +2024-10-13 15:38:45,593 - Train: 74.74% [935050/1251000] [747.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000473] [CE 4.369 (4.465)] [KD 3.967 (4.113)] +2024-10-13 15:38:53,108 - Train: 74.75% [935100/1251000] [747.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.000473] [CE 4.498 (4.470)] [KD 4.176 (4.151)] +2024-10-13 15:39:00,826 - Train: 74.75% [935150/1251000] [747.5/1000.0] [batch_t 0.143 (0.154)] [data_t 0.005] [optim_t 0.139] [lr 0.000473] [CE 4.263 (4.383)] [KD 4.057 (4.095)] +2024-10-13 15:39:08,519 - Train: 74.76% [935200/1251000] [747.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000473] [CE 4.073 (4.489)] [KD 3.846 (4.110)] +2024-10-13 15:39:15,967 - Train: 74.76% [935250/1251000] [747.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000473] [CE 4.365 (4.422)] [KD 4.007 (4.070)] +2024-10-13 15:39:23,496 - Train: 74.76% [935300/1251000] [747.6/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000473] [CE 4.367 (4.461)] [KD 4.029 (4.098)] +2024-10-13 15:39:30,920 - Train: 74.77% [935350/1251000] [747.7/1000.0] [batch_t 0.157 (0.148)] [data_t 0.004] [optim_t 0.153] [lr 0.000473] [CE 4.151 (4.419)] [KD 4.177 (4.063)] +2024-10-13 15:39:38,540 - Train: 74.77% [935400/1251000] [747.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000472] [CE 4.238 (4.449)] [KD 3.980 (4.093)] +2024-10-13 15:39:46,271 - Train: 74.78% [935450/1251000] [747.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000472] [CE 4.172 (4.429)] [KD 4.045 (4.092)] +2024-10-13 15:39:53,816 - Train: 74.78% [935500/1251000] [747.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000472] [CE 4.537 (4.476)] [KD 4.060 (4.086)] +2024-10-13 15:40:01,347 - Train: 74.78% [935550/1251000] [747.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000472] [CE 4.759 (4.488)] [KD 4.479 (4.161)] +2024-10-13 15:40:08,785 - Train: 74.79% [935600/1251000] [747.9/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.000472] [CE 4.093 (4.400)] [KD 3.992 (4.094)] +2024-10-13 15:40:16,263 - Train: 74.79% [935650/1251000] [747.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000472] [CE 3.586 (4.432)] [KD 3.588 (4.108)] +2024-10-13 15:40:24,032 - Train: 74.80% [935700/1251000] [748.0/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.000472] [CE 4.334 (4.477)] [KD 3.876 (4.119)] +2024-10-13 15:40:37,054 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.106)] [top1_cnt 35778] [top5_cnt 45160] [top_all 50000] +2024-10-13 15:40:37,054 - net: 71.556 (90.320) +2024-10-13 15:40:42,876 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 37135] [top5_cnt 45909] [top_all 50000] +2024-10-13 15:40:42,876 - net_E: 74.270 (91.818) +2024-10-13 15:40:43,015 - Max [top1: 71.556 (epoch: 748)] [top1-ema: 74.270 (epoch: 748)] +2024-10-13 15:40:43,016 - ==> Total time: 1 day, 17:53:34 Eta: 14:06:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 15:40:46,957 - Train: 74.80% [935750/1251000] [748.0/1000.0] [batch_t 0.144 (0.401)] [data_t 0.004] [optim_t 0.140] [lr 0.000472] [CE 3.845 (4.039)] [KD 3.946 (3.842)] +2024-10-13 15:40:54,389 - Train: 74.80% [935800/1251000] [748.0/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000471] [CE 4.795 (4.458)] [KD 4.103 (4.060)] +2024-10-13 15:41:01,921 - Train: 74.81% [935850/1251000] [748.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000471] [CE 3.875 (4.464)] [KD 3.586 (4.046)] +2024-10-13 15:41:09,408 - Train: 74.81% [935900/1251000] [748.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000471] [CE 4.597 (4.453)] [KD 4.083 (4.119)] +2024-10-13 15:41:17,152 - Train: 74.82% [935950/1251000] [748.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000471] [CE 4.903 (4.464)] [KD 4.354 (4.078)] +2024-10-13 15:41:24,746 - Train: 74.82% [936000/1251000] [748.2/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.139] [lr 0.000471] [CE 4.800 (4.544)] [KD 4.452 (4.116)] +2024-10-13 15:41:32,309 - Train: 74.82% [936050/1251000] [748.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000471] [CE 3.667 (4.409)] [KD 3.532 (4.069)] +2024-10-13 15:41:39,890 - Train: 74.83% [936100/1251000] [748.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000471] [CE 4.400 (4.453)] [KD 3.930 (4.095)] +2024-10-13 15:41:47,698 - Train: 74.83% [936150/1251000] [748.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000471] [CE 4.470 (4.424)] [KD 4.070 (4.130)] +2024-10-13 15:41:55,258 - Train: 74.84% [936200/1251000] [748.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000470] [CE 4.417 (4.386)] [KD 4.094 (4.079)] +2024-10-13 15:42:02,943 - Train: 74.84% [936250/1251000] [748.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.000470] [CE 4.659 (4.445)] [KD 4.336 (4.072)] +2024-10-13 15:42:10,411 - Train: 74.84% [936300/1251000] [748.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000470] [CE 4.424 (4.469)] [KD 3.929 (4.107)] +2024-10-13 15:42:17,794 - Train: 74.85% [936350/1251000] [748.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000470] [CE 4.278 (4.416)] [KD 4.054 (4.122)] +2024-10-13 15:42:25,290 - Train: 74.85% [936400/1251000] [748.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000470] [CE 4.564 (4.398)] [KD 3.975 (4.084)] +2024-10-13 15:42:32,657 - Train: 74.86% [936450/1251000] [748.6/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.000470] [CE 4.114 (4.424)] [KD 3.999 (4.053)] +2024-10-13 15:42:40,297 - Train: 74.86% [936500/1251000] [748.6/1000.0] [batch_t 0.265 (0.153)] [data_t 0.007] [optim_t 0.259] [lr 0.000470] [CE 4.708 (4.478)] [KD 4.334 (4.096)] +2024-10-13 15:42:47,979 - Train: 74.86% [936550/1251000] [748.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000469] [CE 4.348 (4.477)] [KD 3.893 (4.132)] +2024-10-13 15:42:55,735 - Train: 74.87% [936600/1251000] [748.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000469] [CE 4.021 (4.411)] [KD 3.832 (4.067)] +2024-10-13 15:43:03,165 - Train: 74.87% [936650/1251000] [748.7/1000.0] [batch_t 0.157 (0.148)] [data_t 0.005] [optim_t 0.152] [lr 0.000469] [CE 3.744 (4.389)] [KD 3.847 (4.069)] +2024-10-13 15:43:10,701 - Train: 74.88% [936700/1251000] [748.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000469] [CE 4.389 (4.398)] [KD 4.174 (4.111)] +2024-10-13 15:43:18,125 - Train: 74.88% [936750/1251000] [748.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000469] [CE 4.277 (4.449)] [KD 4.193 (4.152)] +2024-10-13 15:43:25,764 - Train: 74.88% [936800/1251000] [748.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000469] [CE 4.549 (4.460)] [KD 4.327 (4.116)] +2024-10-13 15:43:33,150 - Train: 74.89% [936850/1251000] [748.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000469] [CE 4.448 (4.476)] [KD 3.893 (4.115)] +2024-10-13 15:43:40,654 - Train: 74.89% [936900/1251000] [748.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000469] [CE 4.898 (4.428)] [KD 4.304 (4.135)] +2024-10-13 15:43:48,107 - Train: 74.90% [936950/1251000] [749.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000468] [CE 4.640 (4.420)] [KD 4.471 (4.077)] +2024-10-13 15:44:01,236 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 35598] [top5_cnt 45008] [top_all 50000] +2024-10-13 15:44:01,237 - net: 71.196 (90.016) +2024-10-13 15:44:07,211 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37128] [top5_cnt 45909] [top_all 50000] +2024-10-13 15:44:07,212 - net_E: 74.256 (91.818) +2024-10-13 15:44:07,442 - Max [top1: 71.556 (epoch: 748)] [top1-ema: 74.270 (epoch: 748)] +2024-10-13 15:44:07,443 - ==> Total time: 1 day, 17:56:58 Eta: 14:03:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 15:44:09,928 - Train: 74.90% [937000/1251000] [749.0/1000.0] [batch_t 0.696 (0.696)] [data_t 0.484] [optim_t 0.212] [lr 0.000468] [CE 4.230 (4.230)] [KD 3.978 (3.978)] +2024-10-13 15:44:17,819 - Train: 74.90% [937050/1251000] [749.0/1000.0] [batch_t 0.161 (0.158)] [data_t 0.007] [optim_t 0.154] [lr 0.000468] [CE 4.108 (4.403)] [KD 3.950 (4.048)] +2024-10-13 15:44:25,262 - Train: 74.91% [937100/1251000] [749.1/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.000468] [CE 4.569 (4.493)] [KD 3.964 (4.056)] +2024-10-13 15:44:32,830 - Train: 74.91% [937150/1251000] [749.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000468] [CE 3.971 (4.480)] [KD 3.846 (4.087)] +2024-10-13 15:44:40,232 - Train: 74.92% [937200/1251000] [749.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000468] [CE 4.602 (4.417)] [KD 4.156 (4.048)] +2024-10-13 15:44:47,808 - Train: 74.92% [937250/1251000] [749.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000468] [CE 4.442 (4.461)] [KD 4.108 (4.126)] +2024-10-13 15:44:55,239 - Train: 74.92% [937300/1251000] [749.2/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.000467] [CE 4.264 (4.453)] [KD 4.081 (4.065)] +2024-10-13 15:45:02,847 - Train: 74.93% [937350/1251000] [749.3/1000.0] [batch_t 0.159 (0.152)] [data_t 0.005] [optim_t 0.154] [lr 0.000467] [CE 4.728 (4.499)] [KD 4.123 (4.116)] +2024-10-13 15:45:10,510 - Train: 74.93% [937400/1251000] [749.3/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.000467] [CE 4.303 (4.478)] [KD 3.786 (4.098)] +2024-10-13 15:45:18,144 - Train: 74.94% [937450/1251000] [749.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.000467] [CE 4.814 (4.374)] [KD 4.475 (4.051)] +2024-10-13 15:45:25,673 - Train: 74.94% [937500/1251000] [749.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000467] [CE 4.156 (4.427)] [KD 3.894 (4.089)] +2024-10-13 15:45:33,340 - Train: 74.94% [937550/1251000] [749.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000467] [CE 4.875 (4.447)] [KD 4.232 (4.104)] +2024-10-13 15:45:40,756 - Train: 74.95% [937600/1251000] [749.5/1000.0] [batch_t 0.155 (0.148)] [data_t 0.003] [optim_t 0.152] [lr 0.000467] [CE 4.464 (4.467)] [KD 4.241 (4.116)] +2024-10-13 15:45:48,229 - Train: 74.95% [937650/1251000] [749.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000467] [CE 4.339 (4.387)] [KD 4.023 (4.060)] +2024-10-13 15:45:55,689 - Train: 74.96% [937700/1251000] [749.6/1000.0] [batch_t 0.156 (0.149)] [data_t 0.004] [optim_t 0.152] [lr 0.000466] [CE 4.022 (4.400)] [KD 3.585 (4.064)] +2024-10-13 15:46:03,303 - Train: 74.96% [937750/1251000] [749.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000466] [CE 4.216 (4.398)] [KD 3.879 (4.049)] +2024-10-13 15:46:10,868 - Train: 74.96% [937800/1251000] [749.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000466] [CE 4.287 (4.411)] [KD 3.960 (4.092)] +2024-10-13 15:46:18,538 - Train: 74.97% [937850/1251000] [749.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.007] [optim_t 0.142] [lr 0.000466] [CE 4.558 (4.438)] [KD 4.036 (4.114)] +2024-10-13 15:46:26,173 - Train: 74.97% [937900/1251000] [749.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000466] [CE 4.201 (4.426)] [KD 4.131 (4.103)] +2024-10-13 15:46:33,626 - Train: 74.98% [937950/1251000] [749.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000466] [CE 4.811 (4.411)] [KD 4.272 (4.097)] +2024-10-13 15:46:41,277 - Train: 74.98% [938000/1251000] [749.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000466] [CE 4.333 (4.423)] [KD 3.848 (4.105)] +2024-10-13 15:46:48,725 - Train: 74.98% [938050/1251000] [749.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.000465] [CE 4.467 (4.322)] [KD 3.866 (4.023)] +2024-10-13 15:46:56,265 - Train: 74.99% [938100/1251000] [749.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000465] [CE 4.483 (4.440)] [KD 3.992 (4.104)] +2024-10-13 15:47:03,814 - Train: 74.99% [938150/1251000] [749.9/1000.0] [batch_t 0.285 (0.151)] [data_t 0.005] [optim_t 0.281] [lr 0.000465] [CE 4.047 (4.386)] [KD 4.026 (4.059)] +2024-10-13 15:47:11,232 - Train: 75.00% [938200/1251000] [750.0/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000465] [CE 4.013 (4.473)] [KD 3.942 (4.082)] +2024-10-13 15:47:18,618 - Train: 75.00% [938250/1251000] [750.0/1000.0] [batch_t 0.139 (0.148)] [data_t 0.003] [optim_t 0.136] [lr 0.000465] [CE 4.639 (4.376)] [KD 4.313 (4.099)] +2024-10-13 15:47:24,343 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35857] [top5_cnt 45215] [top_all 50000] +2024-10-13 15:47:24,344 - net: 71.714 (90.430) +2024-10-13 15:47:30,124 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.103)] [top1_cnt 37134] [top5_cnt 45933] [top_all 50000] +2024-10-13 15:47:30,124 - net_E: 74.268 (91.866) +2024-10-13 15:47:30,278 - Max [top1: 71.714 (epoch: 750)] [top1-ema: 74.270 (epoch: 748)] +2024-10-13 15:47:30,278 - ==> Total time: 1 day, 18:00:21 Eta: 14:00:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 15:47:41,851 - Train: 75.00% [938300/1251000] [750.0/1000.0] [batch_t 0.147 (0.164)] [data_t 0.004] [optim_t 0.143] [lr 0.000465] [CE 4.231 (4.490)] [KD 3.882 (4.127)] +2024-10-13 15:47:49,623 - Train: 75.01% [938350/1251000] [750.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000465] [CE 4.707 (4.437)] [KD 4.187 (4.081)] +2024-10-13 15:47:57,151 - Train: 75.01% [938400/1251000] [750.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000465] [CE 4.130 (4.501)] [KD 4.227 (4.140)] +2024-10-13 15:48:04,630 - Train: 75.02% [938450/1251000] [750.2/1000.0] [batch_t 0.158 (0.149)] [data_t 0.005] [optim_t 0.154] [lr 0.000464] [CE 4.649 (4.445)] [KD 4.239 (4.087)] +2024-10-13 15:48:12,099 - Train: 75.02% [938500/1251000] [750.2/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000464] [CE 4.523 (4.383)] [KD 4.133 (4.040)] +2024-10-13 15:48:19,595 - Train: 75.02% [938550/1251000] [750.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000464] [CE 4.080 (4.349)] [KD 4.047 (4.000)] +2024-10-13 15:48:27,202 - Train: 75.03% [938600/1251000] [750.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000464] [CE 4.467 (4.443)] [KD 3.905 (4.020)] +2024-10-13 15:48:34,794 - Train: 75.03% [938650/1251000] [750.3/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000464] [CE 4.654 (4.443)] [KD 4.229 (4.065)] +2024-10-13 15:48:42,456 - Train: 75.04% [938700/1251000] [750.4/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000464] [CE 4.491 (4.455)] [KD 4.192 (4.075)] +2024-10-13 15:48:49,882 - Train: 75.04% [938750/1251000] [750.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.000464] [CE 5.101 (4.445)] [KD 4.289 (4.056)] +2024-10-13 15:48:57,310 - Train: 75.04% [938800/1251000] [750.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000463] [CE 4.534 (4.426)] [KD 4.035 (4.032)] +2024-10-13 15:49:04,988 - Train: 75.05% [938850/1251000] [750.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000463] [CE 4.639 (4.437)] [KD 4.337 (4.087)] +2024-10-13 15:49:12,531 - Train: 75.05% [938900/1251000] [750.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000463] [CE 4.689 (4.441)] [KD 4.297 (4.120)] +2024-10-13 15:49:20,050 - Train: 75.06% [938950/1251000] [750.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000463] [CE 4.606 (4.391)] [KD 4.324 (4.030)] +2024-10-13 15:49:27,877 - Train: 75.06% [939000/1251000] [750.6/1000.0] [batch_t 0.159 (0.156)] [data_t 0.005] [optim_t 0.154] [lr 0.000463] [CE 4.715 (4.428)] [KD 4.253 (4.112)] +2024-10-13 15:49:35,256 - Train: 75.06% [939050/1251000] [750.6/1000.0] [batch_t 0.146 (0.147)] [data_t 0.003] [optim_t 0.144] [lr 0.000463] [CE 4.294 (4.375)] [KD 4.005 (4.054)] +2024-10-13 15:49:42,769 - Train: 75.07% [939100/1251000] [750.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000463] [CE 4.813 (4.378)] [KD 4.338 (4.088)] +2024-10-13 15:49:50,261 - Train: 75.07% [939150/1251000] [750.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000463] [CE 4.266 (4.441)] [KD 3.922 (4.104)] +2024-10-13 15:49:57,628 - Train: 75.08% [939200/1251000] [750.8/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.140] [lr 0.000462] [CE 4.973 (4.430)] [KD 4.311 (4.087)] +2024-10-13 15:50:05,189 - Train: 75.08% [939250/1251000] [750.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000462] [CE 4.371 (4.492)] [KD 4.105 (4.123)] +2024-10-13 15:50:12,826 - Train: 75.08% [939300/1251000] [750.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000462] [CE 4.165 (4.401)] [KD 3.872 (4.094)] +2024-10-13 15:50:20,358 - Train: 75.09% [939350/1251000] [750.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000462] [CE 4.040 (4.420)] [KD 3.819 (4.070)] +2024-10-13 15:50:27,748 - Train: 75.09% [939400/1251000] [750.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.140] [lr 0.000462] [CE 4.207 (4.432)] [KD 4.083 (4.123)] +2024-10-13 15:50:35,594 - Train: 75.10% [939450/1251000] [751.0/1000.0] [batch_t 0.146 (0.157)] [data_t 0.003] [optim_t 0.143] [lr 0.000462] [CE 4.849 (4.448)] [KD 4.306 (4.083)] +2024-10-13 15:50:42,921 - Train: 75.10% [939500/1251000] [751.0/1000.0] [batch_t 0.140 (0.146)] [data_t 0.004] [optim_t 0.136] [lr 0.000462] [CE 4.430 (4.447)] [KD 4.274 (4.095)] +2024-10-13 15:50:48,710 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 35777] [top5_cnt 45196] [top_all 50000] +2024-10-13 15:50:48,710 - net: 71.554 (90.392) +2024-10-13 15:50:54,462 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37141] [top5_cnt 45930] [top_all 50000] +2024-10-13 15:50:54,462 - net_E: 74.282 (91.860) +2024-10-13 15:50:54,615 - Max [top1: 71.714 (epoch: 750)] [top1-ema: 74.282 (epoch: 751)] +2024-10-13 15:50:54,616 - ==> Total time: 1 day, 18:03:45 Eta: 13:56:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 15:51:06,137 - Train: 75.10% [939550/1251000] [751.0/1000.0] [batch_t 0.147 (0.161)] [data_t 0.004] [optim_t 0.144] [lr 0.000462] [CE 4.609 (4.522)] [KD 4.308 (4.114)] +2024-10-13 15:51:13,716 - Train: 75.11% [939600/1251000] [751.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000461] [CE 4.792 (4.500)] [KD 4.426 (4.083)] +2024-10-13 15:51:21,132 - Train: 75.11% [939650/1251000] [751.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000461] [CE 4.755 (4.432)] [KD 4.249 (4.054)] +2024-10-13 15:51:28,736 - Train: 75.12% [939700/1251000] [751.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000461] [CE 4.807 (4.469)] [KD 4.440 (4.072)] +2024-10-13 15:51:36,477 - Train: 75.12% [939750/1251000] [751.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000461] [CE 4.184 (4.439)] [KD 3.949 (4.121)] +2024-10-13 15:51:44,170 - Train: 75.12% [939800/1251000] [751.2/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000461] [CE 4.606 (4.448)] [KD 4.115 (4.072)] +2024-10-13 15:51:51,904 - Train: 75.13% [939850/1251000] [751.3/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000461] [CE 4.337 (4.444)] [KD 3.875 (4.062)] +2024-10-13 15:51:59,652 - Train: 75.13% [939900/1251000] [751.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000461] [CE 4.366 (4.429)] [KD 4.250 (4.078)] +2024-10-13 15:52:07,139 - Train: 75.14% [939950/1251000] [751.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000460] [CE 4.322 (4.508)] [KD 3.845 (4.080)] +2024-10-13 15:52:14,584 - Train: 75.14% [940000/1251000] [751.4/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.150] [lr 0.000460] [CE 4.568 (4.462)] [KD 4.053 (4.063)] +2024-10-13 15:52:22,031 - Train: 75.14% [940050/1251000] [751.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000460] [CE 4.902 (4.421)] [KD 4.241 (4.056)] +2024-10-13 15:52:29,614 - Train: 75.15% [940100/1251000] [751.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000460] [CE 4.682 (4.357)] [KD 4.300 (4.066)] +2024-10-13 15:52:37,516 - Train: 75.15% [940150/1251000] [751.5/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000460] [CE 4.426 (4.491)] [KD 4.093 (4.134)] +2024-10-13 15:52:45,048 - Train: 75.16% [940200/1251000] [751.6/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000460] [CE 4.899 (4.460)] [KD 4.520 (4.106)] +2024-10-13 15:52:52,520 - Train: 75.16% [940250/1251000] [751.6/1000.0] [batch_t 0.143 (0.149)] [data_t 0.003] [optim_t 0.140] [lr 0.000460] [CE 4.850 (4.382)] [KD 4.245 (4.047)] +2024-10-13 15:53:00,194 - Train: 75.16% [940300/1251000] [751.6/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.000460] [CE 4.855 (4.449)] [KD 4.509 (4.121)] +2024-10-13 15:53:07,913 - Train: 75.17% [940350/1251000] [751.7/1000.0] [batch_t 0.155 (0.154)] [data_t 0.006] [optim_t 0.149] [lr 0.000459] [CE 4.428 (4.433)] [KD 4.079 (4.111)] +2024-10-13 15:53:15,341 - Train: 75.17% [940400/1251000] [751.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000459] [CE 4.005 (4.413)] [KD 3.993 (4.065)] +2024-10-13 15:53:22,749 - Train: 75.18% [940450/1251000] [751.8/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.000459] [CE 4.733 (4.434)] [KD 4.254 (4.099)] +2024-10-13 15:53:30,337 - Train: 75.18% [940500/1251000] [751.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.000459] [CE 4.882 (4.493)] [KD 4.329 (4.108)] +2024-10-13 15:53:38,030 - Train: 75.18% [940550/1251000] [751.8/1000.0] [batch_t 0.291 (0.154)] [data_t 0.006] [optim_t 0.286] [lr 0.000459] [CE 4.142 (4.379)] [KD 3.758 (4.075)] +2024-10-13 15:53:45,479 - Train: 75.19% [940600/1251000] [751.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000459] [CE 4.329 (4.440)] [KD 3.898 (4.067)] +2024-10-13 15:53:53,021 - Train: 75.19% [940650/1251000] [751.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000459] [CE 4.820 (4.524)] [KD 4.325 (4.179)] +2024-10-13 15:54:00,674 - Train: 75.20% [940700/1251000] [752.0/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000459] [CE 4.181 (4.439)] [KD 3.816 (4.078)] +2024-10-13 15:54:08,338 - Train: 75.20% [940750/1251000] [752.0/1000.0] [batch_t 0.142 (0.153)] [data_t 0.004] [optim_t 0.137] [lr 0.000458] [CE 4.493 (4.484)] [KD 4.096 (4.088)] +2024-10-13 15:54:14,178 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.102)] [top1_cnt 35643] [top5_cnt 45164] [top_all 50000] +2024-10-13 15:54:14,179 - net: 71.286 (90.328) +2024-10-13 15:54:20,009 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 37159] [top5_cnt 45916] [top_all 50000] +2024-10-13 15:54:20,013 - net_E: 74.318 (91.832) +2024-10-13 15:54:20,171 - Max [top1: 71.714 (epoch: 750)] [top1-ema: 74.318 (epoch: 752)] +2024-10-13 15:54:20,172 - ==> Total time: 1 day, 18:07:11 Eta: 13:53:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 15:54:30,772 - Train: 75.20% [940800/1251000] [752.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000458] [CE 4.317 (4.403)] [KD 4.176 (4.044)] +2024-10-13 15:54:38,175 - Train: 75.21% [940850/1251000] [752.1/1000.0] [batch_t 0.154 (0.148)] [data_t 0.004] [optim_t 0.150] [lr 0.000458] [CE 4.032 (4.336)] [KD 3.751 (4.000)] +2024-10-13 15:54:45,730 - Train: 75.21% [940900/1251000] [752.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000458] [CE 5.298 (4.349)] [KD 4.636 (4.011)] +2024-10-13 15:54:53,281 - Train: 75.22% [940950/1251000] [752.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000458] [CE 4.289 (4.421)] [KD 4.024 (4.051)] +2024-10-13 15:55:01,099 - Train: 75.22% [941000/1251000] [752.2/1000.0] [batch_t 0.147 (0.156)] [data_t 0.006] [optim_t 0.141] [lr 0.000458] [CE 4.946 (4.437)] [KD 4.332 (4.133)] +2024-10-13 15:55:08,832 - Train: 75.22% [941050/1251000] [752.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000458] [CE 4.603 (4.466)] [KD 4.182 (4.107)] +2024-10-13 15:55:16,259 - Train: 75.23% [941100/1251000] [752.3/1000.0] [batch_t 0.150 (0.148)] [data_t 0.007] [optim_t 0.144] [lr 0.000457] [CE 4.700 (4.437)] [KD 4.222 (4.083)] +2024-10-13 15:55:23,730 - Train: 75.23% [941150/1251000] [752.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000457] [CE 4.227 (4.377)] [KD 4.072 (4.049)] +2024-10-13 15:55:31,466 - Train: 75.24% [941200/1251000] [752.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000457] [CE 3.876 (4.474)] [KD 3.795 (4.081)] +2024-10-13 15:55:38,929 - Train: 75.24% [941250/1251000] [752.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000457] [CE 4.248 (4.429)] [KD 4.171 (4.077)] +2024-10-13 15:55:46,617 - Train: 75.24% [941300/1251000] [752.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000457] [CE 4.460 (4.438)] [KD 4.036 (4.050)] +2024-10-13 15:55:54,173 - Train: 75.25% [941350/1251000] [752.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000457] [CE 4.573 (4.409)] [KD 3.939 (4.074)] +2024-10-13 15:56:01,823 - Train: 75.25% [941400/1251000] [752.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.006] [optim_t 0.147] [lr 0.000457] [CE 4.890 (4.409)] [KD 4.106 (4.054)] +2024-10-13 15:56:09,414 - Train: 75.26% [941450/1251000] [752.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000457] [CE 4.750 (4.407)] [KD 4.244 (4.028)] +2024-10-13 15:56:17,131 - Train: 75.26% [941500/1251000] [752.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000456] [CE 4.687 (4.429)] [KD 4.302 (4.075)] +2024-10-13 15:56:24,612 - Train: 75.26% [941550/1251000] [752.6/1000.0] [batch_t 0.156 (0.150)] [data_t 0.003] [optim_t 0.153] [lr 0.000456] [CE 4.496 (4.371)] [KD 3.931 (4.022)] +2024-10-13 15:56:32,404 - Train: 75.27% [941600/1251000] [752.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000456] [CE 4.836 (4.432)] [KD 4.498 (4.059)] +2024-10-13 15:56:39,990 - Train: 75.27% [941650/1251000] [752.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000456] [CE 4.656 (4.445)] [KD 4.239 (4.100)] +2024-10-13 15:56:47,533 - Train: 75.28% [941700/1251000] [752.8/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.000456] [CE 4.291 (4.470)] [KD 3.928 (4.131)] +2024-10-13 15:56:55,124 - Train: 75.28% [941750/1251000] [752.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000456] [CE 4.650 (4.432)] [KD 4.185 (4.053)] +2024-10-13 15:57:02,682 - Train: 75.28% [941800/1251000] [752.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000456] [CE 4.468 (4.450)] [KD 4.126 (4.108)] +2024-10-13 15:57:10,537 - Train: 75.29% [941850/1251000] [752.9/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000455] [CE 4.285 (4.527)] [KD 3.984 (4.137)] +2024-10-13 15:57:18,115 - Train: 75.29% [941900/1251000] [752.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000455] [CE 4.101 (4.457)] [KD 3.814 (4.147)] +2024-10-13 15:57:25,593 - Train: 75.30% [941950/1251000] [753.0/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000455] [CE 4.664 (4.448)] [KD 4.064 (4.099)] +2024-10-13 15:57:33,220 - Train: 75.30% [942000/1251000] [753.0/1000.0] [batch_t 0.140 (0.152)] [data_t 0.004] [optim_t 0.135] [lr 0.000455] [CE 4.224 (4.453)] [KD 3.747 (4.095)] +2024-10-13 15:57:39,307 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 35591] [top5_cnt 45068] [top_all 50000] +2024-10-13 15:57:39,308 - net: 71.182 (90.136) +2024-10-13 15:57:44,964 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.101)] [top1_cnt 37167] [top5_cnt 45901] [top_all 50000] +2024-10-13 15:57:44,965 - net_E: 74.334 (91.802) +2024-10-13 15:57:45,103 - Max [top1: 71.714 (epoch: 750)] [top1-ema: 74.334 (epoch: 753)] +2024-10-13 15:57:45,104 - ==> Total time: 1 day, 18:10:36 Eta: 13:50:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 15:57:55,401 - Train: 75.30% [942050/1251000] [753.0/1000.0] [batch_t 0.153 (0.161)] [data_t 0.005] [optim_t 0.149] [lr 0.000455] [CE 4.911 (4.473)] [KD 4.475 (4.098)] +2024-10-13 15:58:02,957 - Train: 75.31% [942100/1251000] [753.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000455] [CE 4.099 (4.375)] [KD 3.937 (4.000)] +2024-10-13 15:58:10,543 - Train: 75.31% [942150/1251000] [753.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000455] [CE 4.813 (4.407)] [KD 4.145 (4.044)] +2024-10-13 15:58:17,963 - Train: 75.32% [942200/1251000] [753.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000455] [CE 4.537 (4.456)] [KD 4.041 (4.062)] +2024-10-13 15:58:25,670 - Train: 75.32% [942250/1251000] [753.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000454] [CE 4.900 (4.436)] [KD 4.110 (4.033)] +2024-10-13 15:58:33,330 - Train: 75.32% [942300/1251000] [753.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000454] [CE 4.549 (4.478)] [KD 4.279 (4.095)] +2024-10-13 15:58:40,766 - Train: 75.33% [942350/1251000] [753.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000454] [CE 4.692 (4.451)] [KD 4.359 (4.077)] +2024-10-13 15:58:48,422 - Train: 75.33% [942400/1251000] [753.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000454] [CE 4.550 (4.488)] [KD 4.122 (4.096)] +2024-10-13 15:58:55,923 - Train: 75.34% [942450/1251000] [753.4/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000454] [CE 4.418 (4.405)] [KD 3.951 (4.080)] +2024-10-13 15:59:03,592 - Train: 75.34% [942500/1251000] [753.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.000454] [CE 4.622 (4.383)] [KD 4.297 (4.078)] +2024-10-13 15:59:13,735 - Train: 75.34% [942550/1251000] [753.4/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.000454] [CE 4.419 (4.438)] [KD 4.028 (4.017)] +2024-10-13 15:59:21,341 - Train: 75.35% [942600/1251000] [753.5/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.000454] [CE 4.731 (4.481)] [KD 4.280 (4.090)] +2024-10-13 15:59:28,884 - Train: 75.35% [942650/1251000] [753.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000453] [CE 4.739 (4.441)] [KD 4.455 (4.073)] +2024-10-13 15:59:36,666 - Train: 75.36% [942700/1251000] [753.6/1000.0] [batch_t 0.145 (0.156)] [data_t 0.005] [optim_t 0.140] [lr 0.000453] [CE 4.657 (4.455)] [KD 4.498 (4.123)] +2024-10-13 15:59:44,105 - Train: 75.36% [942750/1251000] [753.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000453] [CE 4.077 (4.446)] [KD 3.861 (4.095)] +2024-10-13 15:59:51,592 - Train: 75.36% [942800/1251000] [753.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000453] [CE 4.509 (4.337)] [KD 3.912 (4.056)] +2024-10-13 15:59:59,154 - Train: 75.37% [942850/1251000] [753.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000453] [CE 4.714 (4.435)] [KD 4.212 (4.070)] +2024-10-13 16:00:06,787 - Train: 75.37% [942900/1251000] [753.7/1000.0] [batch_t 0.159 (0.153)] [data_t 0.005] [optim_t 0.153] [lr 0.000453] [CE 4.622 (4.445)] [KD 4.361 (4.083)] +2024-10-13 16:00:14,586 - Train: 75.38% [942950/1251000] [753.8/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000453] [CE 4.711 (4.446)] [KD 3.961 (4.075)] +2024-10-13 16:00:22,312 - Train: 75.38% [943000/1251000] [753.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000452] [CE 4.665 (4.413)] [KD 4.121 (4.045)] +2024-10-13 16:00:29,895 - Train: 75.38% [943050/1251000] [753.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000452] [CE 4.380 (4.384)] [KD 4.193 (4.052)] +2024-10-13 16:00:37,423 - Train: 75.39% [943100/1251000] [753.9/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000452] [CE 4.796 (4.457)] [KD 4.309 (4.055)] +2024-10-13 16:00:45,003 - Train: 75.39% [943150/1251000] [753.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000452] [CE 4.219 (4.440)] [KD 3.966 (4.083)] +2024-10-13 16:00:52,541 - Train: 75.40% [943200/1251000] [754.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000452] [CE 4.470 (4.400)] [KD 4.118 (4.076)] +2024-10-13 16:01:00,122 - Train: 75.40% [943250/1251000] [754.0/1000.0] [batch_t 0.138 (0.152)] [data_t 0.003] [optim_t 0.135] [lr 0.000452] [CE 4.468 (4.415)] [KD 3.841 (4.037)] +2024-10-13 16:01:06,333 - Test (net): 100.00% [50/50] [batch_t 0.020 (0.104)] [top1_cnt 35332] [top5_cnt 44942] [top_all 50000] +2024-10-13 16:01:06,333 - net: 70.664 (89.884) +2024-10-13 16:01:12,178 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.102)] [top1_cnt 37178] [top5_cnt 45904] [top_all 50000] +2024-10-13 16:01:12,178 - net_E: 74.356 (91.808) +2024-10-13 16:01:12,326 - Max [top1: 71.714 (epoch: 750)] [top1-ema: 74.356 (epoch: 754)] +2024-10-13 16:01:12,327 - ==> Total time: 1 day, 18:14:03 Eta: 13:46:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 16:01:22,564 - Train: 75.40% [943300/1251000] [754.0/1000.0] [batch_t 0.147 (0.158)] [data_t 0.006] [optim_t 0.141] [lr 0.000452] [CE 3.769 (4.369)] [KD 3.644 (3.988)] +2024-10-13 16:01:30,371 - Train: 75.41% [943350/1251000] [754.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.000452] [CE 4.882 (4.443)] [KD 4.245 (4.059)] +2024-10-13 16:01:37,942 - Train: 75.41% [943400/1251000] [754.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000451] [CE 4.007 (4.397)] [KD 3.702 (4.060)] +2024-10-13 16:01:45,432 - Train: 75.42% [943450/1251000] [754.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000451] [CE 4.511 (4.413)] [KD 4.223 (4.045)] +2024-10-13 16:01:53,007 - Train: 75.42% [943500/1251000] [754.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000451] [CE 4.460 (4.398)] [KD 3.982 (4.071)] +2024-10-13 16:02:00,747 - Train: 75.42% [943550/1251000] [754.2/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.150] [lr 0.000451] [CE 4.321 (4.473)] [KD 4.112 (4.094)] +2024-10-13 16:02:08,397 - Train: 75.43% [943600/1251000] [754.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.006] [optim_t 0.146] [lr 0.000451] [CE 4.393 (4.494)] [KD 4.064 (4.133)] +2024-10-13 16:02:15,972 - Train: 75.43% [943650/1251000] [754.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000451] [CE 4.337 (4.394)] [KD 4.172 (4.055)] +2024-10-13 16:02:23,462 - Train: 75.44% [943700/1251000] [754.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.000451] [CE 4.337 (4.373)] [KD 3.967 (4.068)] +2024-10-13 16:02:31,086 - Train: 75.44% [943750/1251000] [754.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000451] [CE 4.002 (4.423)] [KD 3.668 (4.059)] +2024-10-13 16:02:38,931 - Train: 75.44% [943800/1251000] [754.4/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.000450] [CE 4.538 (4.489)] [KD 4.174 (4.082)] +2024-10-13 16:02:46,522 - Train: 75.45% [943850/1251000] [754.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000450] [CE 4.681 (4.476)] [KD 4.210 (4.099)] +2024-10-13 16:02:53,969 - Train: 75.45% [943900/1251000] [754.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000450] [CE 3.883 (4.504)] [KD 3.734 (4.100)] +2024-10-13 16:03:01,449 - Train: 75.46% [943950/1251000] [754.6/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000450] [CE 4.457 (4.411)] [KD 4.132 (4.036)] +2024-10-13 16:03:09,073 - Train: 75.46% [944000/1251000] [754.6/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000450] [CE 4.497 (4.373)] [KD 4.156 (4.045)] +2024-10-13 16:03:16,845 - Train: 75.46% [944050/1251000] [754.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000450] [CE 4.577 (4.421)] [KD 4.111 (4.045)] +2024-10-13 16:03:24,481 - Train: 75.47% [944100/1251000] [754.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000450] [CE 5.146 (4.491)] [KD 4.242 (4.099)] +2024-10-13 16:03:31,912 - Train: 75.47% [944150/1251000] [754.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000450] [CE 4.244 (4.341)] [KD 3.942 (4.030)] +2024-10-13 16:03:39,572 - Train: 75.48% [944200/1251000] [754.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000449] [CE 4.123 (4.427)] [KD 3.770 (4.081)] +2024-10-13 16:03:47,101 - Train: 75.48% [944250/1251000] [754.8/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.000449] [CE 4.328 (4.457)] [KD 4.032 (4.104)] +2024-10-13 16:03:54,546 - Train: 75.48% [944300/1251000] [754.8/1000.0] [batch_t 0.154 (0.149)] [data_t 0.008] [optim_t 0.147] [lr 0.000449] [CE 4.738 (4.531)] [KD 4.321 (4.116)] +2024-10-13 16:04:02,049 - Train: 75.49% [944350/1251000] [754.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000449] [CE 4.990 (4.474)] [KD 4.377 (4.110)] +2024-10-13 16:04:09,775 - Train: 75.49% [944400/1251000] [754.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000449] [CE 3.606 (4.351)] [KD 3.799 (4.070)] +2024-10-13 16:04:17,439 - Train: 75.50% [944450/1251000] [755.0/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000449] [CE 4.331 (4.432)] [KD 4.287 (4.082)] +2024-10-13 16:04:24,836 - Train: 75.50% [944500/1251000] [755.0/1000.0] [batch_t 0.139 (0.148)] [data_t 0.003] [optim_t 0.135] [lr 0.000449] [CE 3.786 (4.447)] [KD 3.608 (4.092)] +2024-10-13 16:04:31,230 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 35733] [top5_cnt 45202] [top_all 50000] +2024-10-13 16:04:31,230 - net: 71.466 (90.404) +2024-10-13 16:04:37,033 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 37187] [top5_cnt 45908] [top_all 50000] +2024-10-13 16:04:37,034 - net_E: 74.374 (91.816) +2024-10-13 16:04:37,187 - Max [top1: 71.714 (epoch: 750)] [top1-ema: 74.374 (epoch: 755)] +2024-10-13 16:04:37,187 - ==> Total time: 1 day, 18:17:28 Eta: 13:43:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 16:04:47,137 - Train: 75.50% [944550/1251000] [755.0/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000448] [CE 4.819 (4.416)] [KD 4.530 (4.015)] +2024-10-13 16:04:54,874 - Train: 75.51% [944600/1251000] [755.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000448] [CE 4.480 (4.433)] [KD 3.968 (4.056)] +2024-10-13 16:05:02,465 - Train: 75.51% [944650/1251000] [755.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000448] [CE 4.700 (4.456)] [KD 4.090 (4.083)] +2024-10-13 16:05:10,135 - Train: 75.52% [944700/1251000] [755.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000448] [CE 4.719 (4.380)] [KD 4.127 (4.065)] +2024-10-13 16:05:17,576 - Train: 75.52% [944750/1251000] [755.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000448] [CE 4.793 (4.507)] [KD 4.487 (4.099)] +2024-10-13 16:05:25,320 - Train: 75.52% [944800/1251000] [755.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000448] [CE 4.333 (4.443)] [KD 4.013 (4.072)] +2024-10-13 16:05:32,974 - Train: 75.53% [944850/1251000] [755.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000448] [CE 4.339 (4.445)] [KD 3.788 (4.056)] +2024-10-13 16:05:40,573 - Train: 75.53% [944900/1251000] [755.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000448] [CE 4.395 (4.412)] [KD 4.059 (4.000)] +2024-10-13 16:05:48,187 - Train: 75.54% [944950/1251000] [755.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000447] [CE 4.231 (4.417)] [KD 3.962 (4.056)] +2024-10-13 16:05:55,999 - Train: 75.54% [945000/1251000] [755.4/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000447] [CE 4.200 (4.525)] [KD 3.801 (4.118)] +2024-10-13 16:06:03,530 - Train: 75.54% [945050/1251000] [755.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000447] [CE 4.971 (4.451)] [KD 4.122 (4.052)] +2024-10-13 16:06:11,074 - Train: 75.55% [945100/1251000] [755.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000447] [CE 4.392 (4.410)] [KD 3.981 (4.016)] +2024-10-13 16:06:18,582 - Train: 75.55% [945150/1251000] [755.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000447] [CE 4.811 (4.394)] [KD 4.130 (4.033)] +2024-10-13 16:06:26,008 - Train: 75.56% [945200/1251000] [755.6/1000.0] [batch_t 0.154 (0.148)] [data_t 0.006] [optim_t 0.148] [lr 0.000447] [CE 4.689 (4.386)] [KD 4.098 (4.008)] +2024-10-13 16:06:33,661 - Train: 75.56% [945250/1251000] [755.6/1000.0] [batch_t 0.157 (0.153)] [data_t 0.006] [optim_t 0.151] [lr 0.000447] [CE 4.497 (4.403)] [KD 4.069 (4.043)] +2024-10-13 16:06:41,315 - Train: 75.56% [945300/1251000] [755.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000447] [CE 3.871 (4.377)] [KD 3.835 (4.019)] +2024-10-13 16:06:48,722 - Train: 75.57% [945350/1251000] [755.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000446] [CE 4.469 (4.416)] [KD 3.931 (4.017)] +2024-10-13 16:06:56,276 - Train: 75.57% [945400/1251000] [755.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000446] [CE 4.817 (4.495)] [KD 4.134 (4.058)] +2024-10-13 16:07:03,966 - Train: 75.58% [945450/1251000] [755.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000446] [CE 4.394 (4.408)] [KD 4.103 (4.057)] +2024-10-13 16:07:11,384 - Train: 75.58% [945500/1251000] [755.8/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.000446] [CE 4.268 (4.409)] [KD 4.186 (4.042)] +2024-10-13 16:07:19,017 - Train: 75.58% [945550/1251000] [755.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000446] [CE 4.449 (4.458)] [KD 4.124 (4.095)] +2024-10-13 16:07:26,513 - Train: 75.59% [945600/1251000] [755.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000446] [CE 4.120 (4.401)] [KD 4.087 (4.061)] +2024-10-13 16:07:34,216 - Train: 75.59% [945650/1251000] [755.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000446] [CE 4.641 (4.446)] [KD 4.133 (4.106)] +2024-10-13 16:07:41,846 - Train: 75.60% [945700/1251000] [756.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000445] [CE 4.489 (4.466)] [KD 4.323 (4.114)] +2024-10-13 16:07:49,475 - Train: 75.60% [945750/1251000] [756.0/1000.0] [batch_t 0.136 (0.152)] [data_t 0.003] [optim_t 0.133] [lr 0.000445] [CE 4.938 (4.474)] [KD 4.342 (4.121)] +2024-10-13 16:07:55,980 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 35502] [top5_cnt 45004] [top_all 50000] +2024-10-13 16:07:55,980 - net: 71.004 (90.008) +2024-10-13 16:08:01,917 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 37179] [top5_cnt 45894] [top_all 50000] +2024-10-13 16:08:01,917 - net_E: 74.358 (91.788) +2024-10-13 16:08:02,066 - Max [top1: 71.714 (epoch: 750)] [top1-ema: 74.374 (epoch: 755)] +2024-10-13 16:08:02,067 - ==> Total time: 1 day, 18:20:53 Eta: 13:40:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 16:08:13,865 - Train: 75.60% [945800/1251000] [756.0/1000.0] [batch_t 0.147 (0.162)] [data_t 0.004] [optim_t 0.143] [lr 0.000445] [CE 4.282 (4.456)] [KD 3.999 (4.032)] +2024-10-13 16:08:21,268 - Train: 75.61% [945850/1251000] [756.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000445] [CE 4.376 (4.398)] [KD 4.005 (4.066)] +2024-10-13 16:08:28,772 - Train: 75.61% [945900/1251000] [756.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000445] [CE 4.361 (4.406)] [KD 3.876 (4.004)] +2024-10-13 16:08:36,244 - Train: 75.62% [945950/1251000] [756.2/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.000445] [CE 4.005 (4.473)] [KD 3.646 (4.059)] +2024-10-13 16:08:43,804 - Train: 75.62% [946000/1251000] [756.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000445] [CE 4.789 (4.410)] [KD 4.596 (4.029)] +2024-10-13 16:08:51,512 - Train: 75.62% [946050/1251000] [756.2/1000.0] [batch_t 0.282 (0.154)] [data_t 0.005] [optim_t 0.276] [lr 0.000445] [CE 4.210 (4.418)] [KD 4.169 (4.070)] +2024-10-13 16:08:59,082 - Train: 75.63% [946100/1251000] [756.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000444] [CE 4.763 (4.347)] [KD 4.343 (4.003)] +2024-10-13 16:09:06,823 - Train: 75.63% [946150/1251000] [756.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.000444] [CE 4.213 (4.372)] [KD 3.771 (4.005)] +2024-10-13 16:09:14,541 - Train: 75.64% [946200/1251000] [756.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000444] [CE 4.484 (4.430)] [KD 3.867 (4.028)] +2024-10-13 16:09:21,977 - Train: 75.64% [946250/1251000] [756.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000444] [CE 4.678 (4.481)] [KD 4.078 (4.067)] +2024-10-13 16:09:29,682 - Train: 75.64% [946300/1251000] [756.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000444] [CE 4.613 (4.388)] [KD 4.225 (4.031)] +2024-10-13 16:09:37,149 - Train: 75.65% [946350/1251000] [756.5/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.000444] [CE 4.812 (4.446)] [KD 4.176 (4.026)] +2024-10-13 16:09:44,604 - Train: 75.65% [946400/1251000] [756.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.000444] [CE 4.384 (4.349)] [KD 4.037 (4.034)] +2024-10-13 16:09:52,193 - Train: 75.66% [946450/1251000] [756.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.008] [optim_t 0.142] [lr 0.000444] [CE 4.536 (4.374)] [KD 3.974 (4.010)] +2024-10-13 16:09:59,876 - Train: 75.66% [946500/1251000] [756.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000443] [CE 4.567 (4.562)] [KD 4.365 (4.128)] +2024-10-13 16:10:07,430 - Train: 75.66% [946550/1251000] [756.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000443] [CE 4.024 (4.383)] [KD 3.821 (4.057)] +2024-10-13 16:10:15,195 - Train: 75.67% [946600/1251000] [756.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000443] [CE 4.685 (4.338)] [KD 4.286 (4.010)] +2024-10-13 16:10:22,630 - Train: 75.67% [946650/1251000] [756.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000443] [CE 4.040 (4.430)] [KD 3.824 (4.056)] +2024-10-13 16:10:30,002 - Train: 75.68% [946700/1251000] [756.8/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.000443] [CE 4.513 (4.467)] [KD 4.086 (4.079)] +2024-10-13 16:10:37,608 - Train: 75.68% [946750/1251000] [756.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000443] [CE 4.833 (4.355)] [KD 4.223 (4.045)] +2024-10-13 16:10:44,990 - Train: 75.68% [946800/1251000] [756.8/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000443] [CE 4.486 (4.478)] [KD 4.010 (4.058)] +2024-10-13 16:10:52,472 - Train: 75.69% [946850/1251000] [756.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000443] [CE 4.150 (4.379)] [KD 3.898 (4.042)] +2024-10-13 16:11:00,093 - Train: 75.69% [946900/1251000] [756.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000442] [CE 4.495 (4.429)] [KD 4.339 (4.075)] +2024-10-13 16:11:07,656 - Train: 75.70% [946950/1251000] [757.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000442] [CE 4.290 (4.381)] [KD 4.294 (4.055)] +2024-10-13 16:11:15,106 - Train: 75.70% [947000/1251000] [757.0/1000.0] [batch_t 0.139 (0.149)] [data_t 0.004] [optim_t 0.136] [lr 0.000442] [CE 4.525 (4.360)] [KD 3.960 (4.006)] +2024-10-13 16:11:21,751 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 35531] [top5_cnt 45096] [top_all 50000] +2024-10-13 16:11:21,752 - net: 71.062 (90.192) +2024-10-13 16:11:27,497 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.102)] [top1_cnt 37197] [top5_cnt 45905] [top_all 50000] +2024-10-13 16:11:27,497 - net_E: 74.394 (91.810) +2024-10-13 16:11:27,686 - Max [top1: 71.714 (epoch: 750)] [top1-ema: 74.394 (epoch: 757)] +2024-10-13 16:11:27,687 - ==> Total time: 1 day, 18:24:18 Eta: 13:36:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 16:11:37,402 - Train: 75.70% [947050/1251000] [757.0/1000.0] [batch_t 0.147 (0.159)] [data_t 0.005] [optim_t 0.142] [lr 0.000442] [CE 4.144 (4.432)] [KD 3.770 (4.038)] +2024-10-13 16:11:44,916 - Train: 75.71% [947100/1251000] [757.1/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.000442] [CE 4.326 (4.417)] [KD 4.102 (4.022)] +2024-10-13 16:11:52,446 - Train: 75.71% [947150/1251000] [757.1/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.000442] [CE 4.210 (4.402)] [KD 3.989 (4.018)] +2024-10-13 16:11:59,916 - Train: 75.72% [947200/1251000] [757.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000442] [CE 4.655 (4.431)] [KD 4.107 (4.042)] +2024-10-13 16:12:07,644 - Train: 75.72% [947250/1251000] [757.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000441] [CE 4.816 (4.423)] [KD 4.236 (4.041)] +2024-10-13 16:12:15,300 - Train: 75.72% [947300/1251000] [757.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000441] [CE 4.452 (4.424)] [KD 4.011 (4.050)] +2024-10-13 16:12:22,797 - Train: 75.73% [947350/1251000] [757.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000441] [CE 4.220 (4.386)] [KD 3.856 (4.020)] +2024-10-13 16:12:30,183 - Train: 75.73% [947400/1251000] [757.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000441] [CE 4.602 (4.493)] [KD 4.410 (4.066)] +2024-10-13 16:12:37,652 - Train: 75.74% [947450/1251000] [757.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000441] [CE 4.570 (4.348)] [KD 4.234 (4.015)] +2024-10-13 16:12:45,018 - Train: 75.74% [947500/1251000] [757.4/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.000441] [CE 4.192 (4.477)] [KD 4.018 (4.088)] +2024-10-13 16:12:52,773 - Train: 75.74% [947550/1251000] [757.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000441] [CE 4.477 (4.452)] [KD 3.966 (4.044)] +2024-10-13 16:13:00,376 - Train: 75.75% [947600/1251000] [757.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000441] [CE 4.892 (4.470)] [KD 4.178 (4.057)] +2024-10-13 16:13:07,759 - Train: 75.75% [947650/1251000] [757.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000440] [CE 4.521 (4.428)] [KD 3.827 (4.058)] +2024-10-13 16:13:15,304 - Train: 75.76% [947700/1251000] [757.6/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.000440] [CE 4.290 (4.417)] [KD 3.967 (4.036)] +2024-10-13 16:13:22,801 - Train: 75.76% [947750/1251000] [757.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000440] [CE 4.510 (4.413)] [KD 4.167 (4.043)] +2024-10-13 16:13:30,431 - Train: 75.76% [947800/1251000] [757.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000440] [CE 4.369 (4.431)] [KD 3.935 (4.072)] +2024-10-13 16:13:37,902 - Train: 75.77% [947850/1251000] [757.7/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.000440] [CE 4.037 (4.382)] [KD 3.828 (4.069)] +2024-10-13 16:13:45,360 - Train: 75.77% [947900/1251000] [757.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000440] [CE 4.651 (4.377)] [KD 3.878 (4.035)] +2024-10-13 16:13:52,878 - Train: 75.78% [947950/1251000] [757.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000440] [CE 3.638 (4.383)] [KD 3.539 (4.054)] +2024-10-13 16:14:00,410 - Train: 75.78% [948000/1251000] [757.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000440] [CE 4.348 (4.358)] [KD 3.885 (4.025)] +2024-10-13 16:14:08,146 - Train: 75.78% [948050/1251000] [757.8/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000439] [CE 4.488 (4.383)] [KD 4.045 (4.043)] +2024-10-13 16:14:15,700 - Train: 75.79% [948100/1251000] [757.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000439] [CE 4.519 (4.400)] [KD 4.103 (4.077)] +2024-10-13 16:14:23,332 - Train: 75.79% [948150/1251000] [757.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000439] [CE 4.273 (4.400)] [KD 4.085 (4.001)] +2024-10-13 16:14:30,878 - Train: 75.80% [948200/1251000] [758.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000439] [CE 4.574 (4.403)] [KD 4.362 (4.060)] +2024-10-13 16:14:38,230 - Train: 75.80% [948250/1251000] [758.0/1000.0] [batch_t 0.139 (0.147)] [data_t 0.004] [optim_t 0.136] [lr 0.000439] [CE 4.029 (4.425)] [KD 3.909 (4.039)] +2024-10-13 16:14:45,119 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35850] [top5_cnt 45274] [top_all 50000] +2024-10-13 16:14:45,148 - net: 71.700 (90.548) +2024-10-13 16:14:50,935 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37193] [top5_cnt 45933] [top_all 50000] +2024-10-13 16:14:50,936 - net_E: 74.386 (91.866) +2024-10-13 16:14:51,095 - Max [top1: 71.714 (epoch: 750)] [top1-ema: 74.394 (epoch: 757)] +2024-10-13 16:14:51,096 - ==> Total time: 1 day, 18:27:42 Eta: 13:33:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 16:14:59,763 - Train: 75.80% [948300/1251000] [758.0/1000.0] [batch_t 0.147 (0.162)] [data_t 0.005] [optim_t 0.142] [lr 0.000439] [CE 4.218 (4.404)] [KD 3.991 (4.020)] +2024-10-13 16:15:07,256 - Train: 75.81% [948350/1251000] [758.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000439] [CE 4.668 (4.424)] [KD 4.213 (4.046)] +2024-10-13 16:15:15,296 - Train: 75.81% [948400/1251000] [758.1/1000.0] [batch_t 0.152 (0.161)] [data_t 0.005] [optim_t 0.147] [lr 0.000439] [CE 4.377 (4.397)] [KD 4.055 (4.048)] +2024-10-13 16:15:22,881 - Train: 75.82% [948450/1251000] [758.2/1000.0] [batch_t 0.155 (0.152)] [data_t 0.006] [optim_t 0.149] [lr 0.000438] [CE 4.232 (4.384)] [KD 3.908 (4.046)] +2024-10-13 16:15:30,302 - Train: 75.82% [948500/1251000] [758.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000438] [CE 4.586 (4.475)] [KD 4.149 (4.082)] +2024-10-13 16:15:37,885 - Train: 75.82% [948550/1251000] [758.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000438] [CE 4.156 (4.441)] [KD 3.885 (4.043)] +2024-10-13 16:15:45,395 - Train: 75.83% [948600/1251000] [758.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000438] [CE 4.287 (4.355)] [KD 4.093 (4.003)] +2024-10-13 16:15:52,757 - Train: 75.83% [948650/1251000] [758.3/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.000438] [CE 3.889 (4.447)] [KD 3.769 (4.074)] +2024-10-13 16:16:00,415 - Train: 75.84% [948700/1251000] [758.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000438] [CE 3.687 (4.472)] [KD 3.702 (4.035)] +2024-10-13 16:16:08,010 - Train: 75.84% [948750/1251000] [758.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.000438] [CE 4.781 (4.426)] [KD 4.297 (4.049)] +2024-10-13 16:16:15,627 - Train: 75.84% [948800/1251000] [758.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000438] [CE 4.078 (4.421)] [KD 3.831 (4.031)] +2024-10-13 16:16:23,186 - Train: 75.85% [948850/1251000] [758.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000437] [CE 4.592 (4.384)] [KD 4.160 (4.036)] +2024-10-13 16:16:30,719 - Train: 75.85% [948900/1251000] [758.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000437] [CE 4.293 (4.355)] [KD 3.942 (3.962)] +2024-10-13 16:16:38,263 - Train: 75.86% [948950/1251000] [758.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000437] [CE 3.891 (4.408)] [KD 3.962 (4.073)] +2024-10-13 16:16:45,998 - Train: 75.86% [949000/1251000] [758.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000437] [CE 4.392 (4.379)] [KD 4.276 (4.050)] +2024-10-13 16:16:53,409 - Train: 75.86% [949050/1251000] [758.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.000437] [CE 4.662 (4.407)] [KD 4.364 (4.051)] +2024-10-13 16:17:00,833 - Train: 75.87% [949100/1251000] [758.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000437] [CE 4.263 (4.459)] [KD 4.163 (4.090)] +2024-10-13 16:17:08,414 - Train: 75.87% [949150/1251000] [758.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000437] [CE 4.257 (4.469)] [KD 3.894 (4.078)] +2024-10-13 16:17:15,810 - Train: 75.88% [949200/1251000] [758.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000436] [CE 4.325 (4.395)] [KD 3.956 (4.035)] +2024-10-13 16:17:23,593 - Train: 75.88% [949250/1251000] [758.8/1000.0] [batch_t 0.149 (0.156)] [data_t 0.006] [optim_t 0.143] [lr 0.000436] [CE 4.549 (4.436)] [KD 4.138 (4.032)] +2024-10-13 16:17:31,213 - Train: 75.88% [949300/1251000] [758.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000436] [CE 5.103 (4.394)] [KD 4.200 (4.042)] +2024-10-13 16:17:38,672 - Train: 75.89% [949350/1251000] [758.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000436] [CE 4.856 (4.442)] [KD 4.197 (4.024)] +2024-10-13 16:17:46,336 - Train: 75.89% [949400/1251000] [758.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000436] [CE 4.567 (4.389)] [KD 4.170 (3.987)] +2024-10-13 16:17:53,731 - Train: 75.90% [949450/1251000] [759.0/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.000436] [CE 4.834 (4.503)] [KD 4.522 (4.084)] +2024-10-13 16:18:01,086 - Train: 75.90% [949500/1251000] [759.0/1000.0] [batch_t 0.137 (0.147)] [data_t 0.004] [optim_t 0.133] [lr 0.000436] [CE 4.465 (4.401)] [KD 3.941 (4.042)] +2024-10-13 16:18:08,123 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 35226] [top5_cnt 44833] [top_all 50000] +2024-10-13 16:18:08,124 - net: 70.452 (89.666) +2024-10-13 16:18:14,039 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 37194] [top5_cnt 45953] [top_all 50000] +2024-10-13 16:18:14,039 - net_E: 74.388 (91.906) +2024-10-13 16:18:14,195 - Max [top1: 71.714 (epoch: 750)] [top1-ema: 74.394 (epoch: 757)] +2024-10-13 16:18:14,196 - ==> Total time: 1 day, 18:31:05 Eta: 13:30:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 16:18:22,531 - Train: 75.90% [949550/1251000] [759.0/1000.0] [batch_t 0.148 (0.167)] [data_t 0.003] [optim_t 0.145] [lr 0.000436] [CE 4.902 (4.442)] [KD 4.048 (4.020)] +2024-10-13 16:18:30,293 - Train: 75.91% [949600/1251000] [759.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.006] [optim_t 0.146] [lr 0.000435] [CE 4.110 (4.348)] [KD 3.902 (3.996)] +2024-10-13 16:18:37,985 - Train: 75.91% [949650/1251000] [759.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.000435] [CE 3.907 (4.385)] [KD 3.645 (3.991)] +2024-10-13 16:18:45,410 - Train: 75.92% [949700/1251000] [759.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000435] [CE 4.408 (4.428)] [KD 3.935 (4.035)] +2024-10-13 16:18:52,855 - Train: 75.92% [949750/1251000] [759.2/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.000435] [CE 4.546 (4.361)] [KD 4.129 (3.977)] +2024-10-13 16:19:00,543 - Train: 75.92% [949800/1251000] [759.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000435] [CE 5.040 (4.384)] [KD 4.461 (3.978)] +2024-10-13 16:19:08,067 - Train: 75.93% [949850/1251000] [759.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000435] [CE 4.507 (4.417)] [KD 4.025 (4.021)] +2024-10-13 16:19:15,786 - Train: 75.93% [949900/1251000] [759.3/1000.0] [batch_t 0.144 (0.154)] [data_t 0.006] [optim_t 0.138] [lr 0.000435] [CE 4.029 (4.427)] [KD 3.752 (4.010)] +2024-10-13 16:19:23,433 - Train: 75.94% [949950/1251000] [759.4/1000.0] [batch_t 0.162 (0.153)] [data_t 0.003] [optim_t 0.159] [lr 0.000435] [CE 4.858 (4.381)] [KD 4.261 (3.984)] +2024-10-13 16:19:31,083 - Train: 75.94% [950000/1251000] [759.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000434] [CE 4.430 (4.386)] [KD 4.036 (3.992)] +2024-10-13 16:19:38,645 - Train: 75.94% [950050/1251000] [759.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000434] [CE 4.348 (4.455)] [KD 4.185 (4.030)] +2024-10-13 16:19:46,205 - Train: 75.95% [950100/1251000] [759.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.007] [optim_t 0.142] [lr 0.000434] [CE 4.350 (4.394)] [KD 4.013 (4.042)] +2024-10-13 16:19:53,653 - Train: 75.95% [950150/1251000] [759.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.007] [optim_t 0.143] [lr 0.000434] [CE 4.715 (4.419)] [KD 4.225 (4.005)] +2024-10-13 16:20:01,275 - Train: 75.96% [950200/1251000] [759.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000434] [CE 4.544 (4.405)] [KD 4.138 (4.021)] +2024-10-13 16:20:08,967 - Train: 75.96% [950250/1251000] [759.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000434] [CE 4.362 (4.412)] [KD 3.941 (3.981)] +2024-10-13 16:20:16,568 - Train: 75.96% [950300/1251000] [759.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.008] [optim_t 0.141] [lr 0.000434] [CE 4.793 (4.322)] [KD 4.333 (3.958)] +2024-10-13 16:20:23,987 - Train: 75.97% [950350/1251000] [759.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.000434] [CE 3.807 (4.475)] [KD 3.619 (4.072)] +2024-10-13 16:20:31,770 - Train: 75.97% [950400/1251000] [759.7/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000433] [CE 4.471 (4.413)] [KD 3.744 (3.984)] +2024-10-13 16:20:39,364 - Train: 75.98% [950450/1251000] [759.8/1000.0] [batch_t 0.161 (0.152)] [data_t 0.004] [optim_t 0.157] [lr 0.000433] [CE 4.423 (4.379)] [KD 3.941 (3.949)] +2024-10-13 16:20:46,974 - Train: 75.98% [950500/1251000] [759.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000433] [CE 4.360 (4.371)] [KD 3.929 (4.003)] +2024-10-13 16:20:54,487 - Train: 75.98% [950550/1251000] [759.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.000433] [CE 4.215 (4.420)] [KD 3.804 (4.013)] +2024-10-13 16:21:01,888 - Train: 75.99% [950600/1251000] [759.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000433] [CE 3.874 (4.471)] [KD 3.728 (4.049)] +2024-10-13 16:21:09,611 - Train: 75.99% [950650/1251000] [759.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000433] [CE 4.369 (4.432)] [KD 3.944 (4.050)] +2024-10-13 16:21:17,143 - Train: 76.00% [950700/1251000] [760.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000433] [CE 4.723 (4.513)] [KD 4.178 (4.050)] +2024-10-13 16:21:24,758 - Train: 76.00% [950750/1251000] [760.0/1000.0] [batch_t 0.237 (0.152)] [data_t 0.005] [optim_t 0.232] [lr 0.000433] [CE 4.720 (4.377)] [KD 4.250 (4.056)] +2024-10-13 16:21:31,914 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35489] [top5_cnt 45069] [top_all 50000] +2024-10-13 16:21:31,915 - net: 70.978 (90.138) +2024-10-13 16:21:37,685 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37206] [top5_cnt 45941] [top_all 50000] +2024-10-13 16:21:37,686 - net_E: 74.412 (91.882) +2024-10-13 16:21:37,850 - Max [top1: 71.714 (epoch: 750)] [top1-ema: 74.412 (epoch: 760)] +2024-10-13 16:21:37,851 - ==> Total time: 1 day, 18:34:28 Eta: 13:26:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 16:21:46,748 - Train: 76.00% [950800/1251000] [760.0/1000.0] [batch_t 0.148 (0.160)] [data_t 0.005] [optim_t 0.142] [lr 0.000432] [CE 4.204 (4.428)] [KD 3.953 (4.026)] +2024-10-13 16:21:54,349 - Train: 76.01% [950850/1251000] [760.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000432] [CE 4.647 (4.416)] [KD 4.070 (3.986)] +2024-10-13 16:22:01,725 - Train: 76.01% [950900/1251000] [760.1/1000.0] [batch_t 0.149 (0.147)] [data_t 0.004] [optim_t 0.145] [lr 0.000432] [CE 4.460 (4.394)] [KD 4.194 (3.974)] +2024-10-13 16:22:09,169 - Train: 76.02% [950950/1251000] [760.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000432] [CE 4.210 (4.424)] [KD 3.874 (3.969)] +2024-10-13 16:22:16,752 - Train: 76.02% [951000/1251000] [760.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000432] [CE 4.632 (4.386)] [KD 4.136 (3.978)] +2024-10-13 16:22:24,587 - Train: 76.02% [951050/1251000] [760.2/1000.0] [batch_t 0.146 (0.157)] [data_t 0.004] [optim_t 0.142] [lr 0.000432] [CE 4.528 (4.436)] [KD 4.019 (4.033)] +2024-10-13 16:22:32,222 - Train: 76.03% [951100/1251000] [760.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000432] [CE 4.496 (4.421)] [KD 4.016 (4.004)] +2024-10-13 16:22:39,795 - Train: 76.03% [951150/1251000] [760.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000431] [CE 4.145 (4.447)] [KD 3.943 (4.041)] +2024-10-13 16:22:47,214 - Train: 76.04% [951200/1251000] [760.4/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.000431] [CE 4.843 (4.469)] [KD 4.374 (4.002)] +2024-10-13 16:22:54,718 - Train: 76.04% [951250/1251000] [760.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000431] [CE 3.850 (4.451)] [KD 3.778 (4.050)] +2024-10-13 16:23:02,258 - Train: 76.04% [951300/1251000] [760.4/1000.0] [batch_t 0.162 (0.151)] [data_t 0.004] [optim_t 0.158] [lr 0.000431] [CE 4.038 (4.475)] [KD 3.583 (4.015)] +2024-10-13 16:23:09,831 - Train: 76.05% [951350/1251000] [760.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000431] [CE 4.145 (4.434)] [KD 3.869 (3.995)] +2024-10-13 16:23:17,468 - Train: 76.05% [951400/1251000] [760.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000431] [CE 4.815 (4.450)] [KD 4.337 (4.039)] +2024-10-13 16:23:24,910 - Train: 76.06% [951450/1251000] [760.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000431] [CE 5.067 (4.416)] [KD 4.441 (4.019)] +2024-10-13 16:23:32,562 - Train: 76.06% [951500/1251000] [760.6/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.000431] [CE 4.486 (4.436)] [KD 3.918 (4.028)] +2024-10-13 16:23:40,068 - Train: 76.06% [951550/1251000] [760.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000430] [CE 4.416 (4.434)] [KD 4.254 (4.057)] +2024-10-13 16:23:47,767 - Train: 76.07% [951600/1251000] [760.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000430] [CE 4.420 (4.431)] [KD 3.970 (4.078)] +2024-10-13 16:23:55,301 - Train: 76.07% [951650/1251000] [760.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000430] [CE 4.499 (4.539)] [KD 4.112 (4.100)] +2024-10-13 16:24:02,847 - Train: 76.08% [951700/1251000] [760.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000430] [CE 4.036 (4.418)] [KD 3.869 (4.053)] +2024-10-13 16:24:10,379 - Train: 76.08% [951750/1251000] [760.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000430] [CE 4.244 (4.404)] [KD 3.946 (3.967)] +2024-10-13 16:24:17,979 - Train: 76.08% [951800/1251000] [760.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000430] [CE 4.645 (4.357)] [KD 4.178 (4.016)] +2024-10-13 16:24:25,474 - Train: 76.09% [951850/1251000] [760.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000430] [CE 4.852 (4.354)] [KD 4.516 (3.999)] +2024-10-13 16:24:33,119 - Train: 76.09% [951900/1251000] [760.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000430] [CE 4.303 (4.425)] [KD 3.801 (4.009)] +2024-10-13 16:24:40,709 - Train: 76.10% [951950/1251000] [761.0/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000429] [CE 4.503 (4.413)] [KD 3.980 (4.054)] +2024-10-13 16:24:48,231 - Train: 76.10% [952000/1251000] [761.0/1000.0] [batch_t 0.143 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.000429] [CE 4.782 (4.465)] [KD 4.260 (4.074)] +2024-10-13 16:24:55,379 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 35667] [top5_cnt 45167] [top_all 50000] +2024-10-13 16:24:55,379 - net: 71.334 (90.334) +2024-10-13 16:25:01,169 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37181] [top5_cnt 45958] [top_all 50000] +2024-10-13 16:25:01,169 - net_E: 74.362 (91.916) +2024-10-13 16:25:01,404 - Max [top1: 71.714 (epoch: 750)] [top1-ema: 74.412 (epoch: 760)] +2024-10-13 16:25:01,405 - ==> Total time: 1 day, 18:37:52 Eta: 13:23:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 16:25:09,425 - Train: 76.10% [952050/1251000] [761.0/1000.0] [batch_t 0.147 (0.157)] [data_t 0.006] [optim_t 0.142] [lr 0.000429] [CE 3.885 (4.430)] [KD 3.827 (4.011)] +2024-10-13 16:25:16,938 - Train: 76.11% [952100/1251000] [761.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000429] [CE 4.236 (4.379)] [KD 3.958 (3.980)] +2024-10-13 16:25:24,446 - Train: 76.11% [952150/1251000] [761.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000429] [CE 4.629 (4.361)] [KD 4.129 (3.995)] +2024-10-13 16:25:31,918 - Train: 76.12% [952200/1251000] [761.2/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000429] [CE 4.423 (4.453)] [KD 4.199 (4.078)] +2024-10-13 16:25:39,538 - Train: 76.12% [952250/1251000] [761.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000429] [CE 4.529 (4.473)] [KD 3.985 (4.020)] +2024-10-13 16:25:46,894 - Train: 76.12% [952300/1251000] [761.2/1000.0] [batch_t 0.148 (0.147)] [data_t 0.006] [optim_t 0.142] [lr 0.000429] [CE 3.680 (4.405)] [KD 3.594 (3.997)] +2024-10-13 16:25:54,589 - Train: 76.13% [952350/1251000] [761.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000428] [CE 4.111 (4.426)] [KD 3.770 (3.978)] +2024-10-13 16:26:02,102 - Train: 76.13% [952400/1251000] [761.3/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000428] [CE 4.432 (4.383)] [KD 4.144 (4.000)] +2024-10-13 16:26:09,702 - Train: 76.14% [952450/1251000] [761.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000428] [CE 4.086 (4.400)] [KD 3.778 (4.007)] +2024-10-13 16:26:17,194 - Train: 76.14% [952500/1251000] [761.4/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.000428] [CE 5.038 (4.549)] [KD 4.599 (4.057)] +2024-10-13 16:26:24,689 - Train: 76.14% [952550/1251000] [761.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000428] [CE 4.652 (4.422)] [KD 4.149 (4.051)] +2024-10-13 16:26:32,292 - Train: 76.15% [952600/1251000] [761.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000428] [CE 4.326 (4.477)] [KD 4.147 (4.066)] +2024-10-13 16:26:39,750 - Train: 76.15% [952650/1251000] [761.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000428] [CE 4.807 (4.415)] [KD 4.255 (4.060)] +2024-10-13 16:26:47,167 - Train: 76.16% [952700/1251000] [761.6/1000.0] [batch_t 0.152 (0.148)] [data_t 0.003] [optim_t 0.149] [lr 0.000428] [CE 4.198 (4.395)] [KD 3.775 (3.988)] +2024-10-13 16:26:54,840 - Train: 76.16% [952750/1251000] [761.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000427] [CE 4.187 (4.458)] [KD 3.767 (4.011)] +2024-10-13 16:27:02,433 - Train: 76.16% [952800/1251000] [761.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000427] [CE 4.116 (4.454)] [KD 3.978 (4.047)] +2024-10-13 16:27:09,981 - Train: 76.17% [952850/1251000] [761.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000427] [CE 4.534 (4.445)] [KD 4.126 (4.056)] +2024-10-13 16:27:17,391 - Train: 76.17% [952900/1251000] [761.7/1000.0] [batch_t 0.155 (0.148)] [data_t 0.004] [optim_t 0.151] [lr 0.000427] [CE 4.349 (4.534)] [KD 4.198 (4.078)] +2024-10-13 16:27:24,966 - Train: 76.18% [952950/1251000] [761.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000427] [CE 4.242 (4.376)] [KD 4.071 (4.005)] +2024-10-13 16:27:32,376 - Train: 76.18% [953000/1251000] [761.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000427] [CE 4.306 (4.475)] [KD 3.942 (4.036)] +2024-10-13 16:27:39,913 - Train: 76.18% [953050/1251000] [761.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000427] [CE 4.009 (4.483)] [KD 3.558 (4.074)] +2024-10-13 16:27:47,639 - Train: 76.19% [953100/1251000] [761.9/1000.0] [batch_t 0.153 (0.154)] [data_t 0.006] [optim_t 0.147] [lr 0.000427] [CE 4.614 (4.407)] [KD 4.049 (4.039)] +2024-10-13 16:27:55,114 - Train: 76.19% [953150/1251000] [761.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000426] [CE 4.209 (4.404)] [KD 3.764 (4.012)] +2024-10-13 16:28:02,741 - Train: 76.20% [953200/1251000] [762.0/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000426] [CE 4.659 (4.480)] [KD 4.024 (4.080)] +2024-10-13 16:28:10,499 - Train: 76.20% [953250/1251000] [762.0/1000.0] [batch_t 0.259 (0.155)] [data_t 0.004] [optim_t 0.256] [lr 0.000426] [CE 4.389 (4.418)] [KD 3.941 (4.042)] +2024-10-13 16:28:17,984 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 35873] [top5_cnt 45267] [top_all 50000] +2024-10-13 16:28:17,984 - net: 71.746 (90.534) +2024-10-13 16:28:23,701 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 37183] [top5_cnt 45958] [top_all 50000] +2024-10-13 16:28:23,702 - net_E: 74.366 (91.916) +2024-10-13 16:28:23,849 - Max [top1: 71.746 (epoch: 762)] [top1-ema: 74.412 (epoch: 760)] +2024-10-13 16:28:23,849 - ==> Total time: 1 day, 18:41:14 Eta: 13:19:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 16:28:33,034 - Train: 76.20% [953300/1251000] [762.0/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.000426] [CE 4.211 (4.378)] [KD 3.865 (3.975)] +2024-10-13 16:28:40,566 - Train: 76.21% [953350/1251000] [762.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000426] [CE 4.778 (4.434)] [KD 4.225 (3.993)] +2024-10-13 16:28:47,943 - Train: 76.21% [953400/1251000] [762.1/1000.0] [batch_t 0.145 (0.147)] [data_t 0.004] [optim_t 0.141] [lr 0.000426] [CE 3.994 (4.401)] [KD 3.780 (3.979)] +2024-10-13 16:28:55,478 - Train: 76.22% [953450/1251000] [762.2/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.000426] [CE 4.719 (4.408)] [KD 4.097 (4.004)] +2024-10-13 16:29:03,172 - Train: 76.22% [953500/1251000] [762.2/1000.0] [batch_t 0.144 (0.154)] [data_t 0.003] [optim_t 0.141] [lr 0.000426] [CE 4.111 (4.382)] [KD 3.818 (4.046)] +2024-10-13 16:29:10,858 - Train: 76.22% [953550/1251000] [762.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000425] [CE 4.242 (4.360)] [KD 4.072 (3.997)] +2024-10-13 16:29:18,528 - Train: 76.23% [953600/1251000] [762.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.007] [optim_t 0.140] [lr 0.000425] [CE 4.905 (4.341)] [KD 4.092 (3.957)] +2024-10-13 16:29:25,934 - Train: 76.23% [953650/1251000] [762.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000425] [CE 4.633 (4.457)] [KD 4.174 (4.027)] +2024-10-13 16:29:33,335 - Train: 76.24% [953700/1251000] [762.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.000425] [CE 4.280 (4.416)] [KD 3.715 (3.961)] +2024-10-13 16:29:40,743 - Train: 76.24% [953750/1251000] [762.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.000425] [CE 4.581 (4.369)] [KD 4.161 (4.018)] +2024-10-13 16:29:48,509 - Train: 76.24% [953800/1251000] [762.4/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000425] [CE 4.491 (4.436)] [KD 4.024 (3.989)] +2024-10-13 16:29:55,998 - Train: 76.25% [953850/1251000] [762.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000425] [CE 4.251 (4.413)] [KD 3.833 (4.029)] +2024-10-13 16:30:03,570 - Train: 76.25% [953900/1251000] [762.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000425] [CE 4.772 (4.390)] [KD 4.396 (4.068)] +2024-10-13 16:30:11,121 - Train: 76.25% [953950/1251000] [762.5/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.000424] [CE 4.196 (4.434)] [KD 3.746 (4.017)] +2024-10-13 16:30:18,639 - Train: 76.26% [954000/1251000] [762.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000424] [CE 4.130 (4.410)] [KD 3.826 (4.022)] +2024-10-13 16:30:26,120 - Train: 76.26% [954050/1251000] [762.6/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.000424] [CE 4.493 (4.476)] [KD 4.095 (4.067)] +2024-10-13 16:30:33,625 - Train: 76.27% [954100/1251000] [762.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000424] [CE 4.173 (4.380)] [KD 3.666 (3.975)] +2024-10-13 16:30:41,049 - Train: 76.27% [954150/1251000] [762.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000424] [CE 3.997 (4.403)] [KD 3.541 (3.999)] +2024-10-13 16:30:48,672 - Train: 76.27% [954200/1251000] [762.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000424] [CE 4.529 (4.481)] [KD 3.977 (4.027)] +2024-10-13 16:30:56,083 - Train: 76.28% [954250/1251000] [762.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.007] [optim_t 0.143] [lr 0.000424] [CE 4.491 (4.400)] [KD 4.327 (3.977)] +2024-10-13 16:31:03,763 - Train: 76.28% [954300/1251000] [762.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000423] [CE 4.172 (4.479)] [KD 3.797 (4.015)] +2024-10-13 16:31:11,283 - Train: 76.29% [954350/1251000] [762.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000423] [CE 4.360 (4.340)] [KD 4.014 (3.957)] +2024-10-13 16:31:18,775 - Train: 76.29% [954400/1251000] [762.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000423] [CE 4.203 (4.411)] [KD 3.790 (4.040)] +2024-10-13 16:31:26,422 - Train: 76.29% [954450/1251000] [762.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000423] [CE 4.588 (4.385)] [KD 4.173 (4.004)] +2024-10-13 16:31:33,867 - Train: 76.30% [954500/1251000] [763.0/1000.0] [batch_t 0.142 (0.149)] [data_t 0.004] [optim_t 0.138] [lr 0.000423] [CE 4.959 (4.430)] [KD 4.207 (3.991)] +2024-10-13 16:31:41,379 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 35923] [top5_cnt 45314] [top_all 50000] +2024-10-13 16:31:41,379 - net: 71.846 (90.628) +2024-10-13 16:31:47,147 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.103)] [top1_cnt 37202] [top5_cnt 45976] [top_all 50000] +2024-10-13 16:31:47,148 - net_E: 74.404 (91.952) +2024-10-13 16:31:47,425 - Max [top1: 71.846 (epoch: 763)] [top1-ema: 74.412 (epoch: 760)] +2024-10-13 16:31:47,425 - ==> Total time: 1 day, 18:44:38 Eta: 13:16:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 16:31:55,811 - Train: 76.30% [954550/1251000] [763.0/1000.0] [batch_t 0.147 (0.162)] [data_t 0.004] [optim_t 0.142] [lr 0.000423] [CE 3.885 (4.351)] [KD 3.876 (3.939)] +2024-10-13 16:32:03,392 - Train: 76.31% [954600/1251000] [763.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000423] [CE 4.762 (4.458)] [KD 4.056 (3.967)] +2024-10-13 16:32:10,818 - Train: 76.31% [954650/1251000] [763.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000423] [CE 4.590 (4.481)] [KD 4.264 (4.026)] +2024-10-13 16:32:18,679 - Train: 76.31% [954700/1251000] [763.1/1000.0] [batch_t 0.145 (0.157)] [data_t 0.005] [optim_t 0.140] [lr 0.000422] [CE 4.587 (4.452)] [KD 4.029 (4.034)] +2024-10-13 16:32:26,116 - Train: 76.32% [954750/1251000] [763.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.000422] [CE 4.229 (4.376)] [KD 4.067 (3.941)] +2024-10-13 16:32:33,595 - Train: 76.32% [954800/1251000] [763.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.000422] [CE 4.746 (4.439)] [KD 4.040 (4.001)] +2024-10-13 16:32:41,454 - Train: 76.33% [954850/1251000] [763.3/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000422] [CE 4.155 (4.417)] [KD 4.156 (3.995)] +2024-10-13 16:32:48,970 - Train: 76.33% [954900/1251000] [763.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000422] [CE 4.536 (4.449)] [KD 3.877 (4.021)] +2024-10-13 16:32:56,468 - Train: 76.33% [954950/1251000] [763.3/1000.0] [batch_t 0.154 (0.150)] [data_t 0.006] [optim_t 0.148] [lr 0.000422] [CE 4.710 (4.486)] [KD 4.147 (4.036)] +2024-10-13 16:33:04,146 - Train: 76.34% [955000/1251000] [763.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000422] [CE 4.017 (4.355)] [KD 3.819 (3.978)] +2024-10-13 16:33:11,757 - Train: 76.34% [955050/1251000] [763.4/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.000422] [CE 3.432 (4.374)] [KD 3.650 (3.995)] +2024-10-13 16:33:19,378 - Train: 76.35% [955100/1251000] [763.5/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000421] [CE 4.261 (4.388)] [KD 3.842 (3.997)] +2024-10-13 16:33:27,161 - Train: 76.35% [955150/1251000] [763.5/1000.0] [batch_t 0.158 (0.156)] [data_t 0.003] [optim_t 0.155] [lr 0.000421] [CE 4.624 (4.391)] [KD 4.237 (3.987)] +2024-10-13 16:33:34,753 - Train: 76.35% [955200/1251000] [763.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.006] [optim_t 0.147] [lr 0.000421] [CE 4.625 (4.403)] [KD 4.068 (3.972)] +2024-10-13 16:33:42,185 - Train: 76.36% [955250/1251000] [763.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000421] [CE 4.199 (4.461)] [KD 3.824 (4.042)] +2024-10-13 16:33:49,882 - Train: 76.36% [955300/1251000] [763.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000421] [CE 4.902 (4.419)] [KD 4.384 (3.965)] +2024-10-13 16:33:57,384 - Train: 76.37% [955350/1251000] [763.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.000421] [CE 4.722 (4.442)] [KD 4.152 (4.031)] +2024-10-13 16:34:04,964 - Train: 76.37% [955400/1251000] [763.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000421] [CE 3.667 (4.401)] [KD 3.479 (3.986)] +2024-10-13 16:34:12,534 - Train: 76.37% [955450/1251000] [763.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000421] [CE 4.504 (4.354)] [KD 4.072 (3.997)] +2024-10-13 16:34:20,205 - Train: 76.38% [955500/1251000] [763.8/1000.0] [batch_t 0.158 (0.153)] [data_t 0.004] [optim_t 0.154] [lr 0.000420] [CE 4.445 (4.375)] [KD 4.072 (4.039)] +2024-10-13 16:34:28,022 - Train: 76.38% [955550/1251000] [763.8/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000420] [CE 4.402 (4.419)] [KD 4.017 (4.047)] +2024-10-13 16:34:35,487 - Train: 76.39% [955600/1251000] [763.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000420] [CE 4.095 (4.430)] [KD 4.025 (4.004)] +2024-10-13 16:34:43,009 - Train: 76.39% [955650/1251000] [763.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000420] [CE 4.355 (4.419)] [KD 3.936 (4.010)] +2024-10-13 16:34:50,657 - Train: 76.39% [955700/1251000] [763.9/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.000420] [CE 5.016 (4.416)] [KD 4.058 (4.010)] +2024-10-13 16:34:58,339 - Train: 76.40% [955750/1251000] [764.0/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000420] [CE 4.525 (4.399)] [KD 4.162 (3.991)] +2024-10-13 16:35:05,918 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 34765] [top5_cnt 44496] [top_all 50000] +2024-10-13 16:35:05,918 - net: 69.530 (88.992) +2024-10-13 16:35:11,902 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 37237] [top5_cnt 46003] [top_all 50000] +2024-10-13 16:35:11,902 - net_E: 74.474 (92.006) +2024-10-13 16:35:12,067 - Max [top1: 71.846 (epoch: 763)] [top1-ema: 74.474 (epoch: 764)] +2024-10-13 16:35:12,067 - ==> Total time: 1 day, 18:48:03 Eta: 13:13:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 16:35:20,263 - Train: 76.40% [955800/1251000] [764.0/1000.0] [batch_t 0.147 (0.163)] [data_t 0.005] [optim_t 0.143] [lr 0.000420] [CE 4.175 (4.404)] [KD 3.897 (3.966)] +2024-10-13 16:35:28,000 - Train: 76.41% [955850/1251000] [764.1/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000420] [CE 3.753 (4.400)] [KD 3.614 (3.974)] +2024-10-13 16:35:35,507 - Train: 76.41% [955900/1251000] [764.1/1000.0] [batch_t 0.159 (0.150)] [data_t 0.007] [optim_t 0.152] [lr 0.000419] [CE 4.221 (4.384)] [KD 3.878 (3.953)] +2024-10-13 16:35:43,400 - Train: 76.41% [955950/1251000] [764.1/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.000419] [CE 4.268 (4.455)] [KD 3.920 (4.008)] +2024-10-13 16:35:50,898 - Train: 76.42% [956000/1251000] [764.2/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.000419] [CE 4.454 (4.444)] [KD 4.173 (3.976)] +2024-10-13 16:35:58,501 - Train: 76.42% [956050/1251000] [764.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000419] [CE 3.573 (4.435)] [KD 3.639 (4.026)] +2024-10-13 16:36:06,109 - Train: 76.43% [956100/1251000] [764.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000419] [CE 4.876 (4.413)] [KD 4.299 (3.980)] +2024-10-13 16:36:13,845 - Train: 76.43% [956150/1251000] [764.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000419] [CE 4.178 (4.370)] [KD 3.750 (3.965)] +2024-10-13 16:36:21,339 - Train: 76.43% [956200/1251000] [764.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000419] [CE 4.727 (4.409)] [KD 4.259 (3.999)] +2024-10-13 16:36:28,990 - Train: 76.44% [956250/1251000] [764.4/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000419] [CE 4.685 (4.395)] [KD 4.090 (3.965)] +2024-10-13 16:36:36,592 - Train: 76.44% [956300/1251000] [764.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000418] [CE 4.040 (4.393)] [KD 3.708 (4.005)] +2024-10-13 16:36:44,194 - Train: 76.45% [956350/1251000] [764.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.000418] [CE 4.384 (4.432)] [KD 4.224 (4.019)] +2024-10-13 16:36:51,860 - Train: 76.45% [956400/1251000] [764.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000418] [CE 4.146 (4.499)] [KD 3.770 (4.068)] +2024-10-13 16:36:59,355 - Train: 76.45% [956450/1251000] [764.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000418] [CE 4.792 (4.437)] [KD 4.184 (3.980)] +2024-10-13 16:37:07,063 - Train: 76.46% [956500/1251000] [764.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000418] [CE 4.253 (4.309)] [KD 3.932 (3.966)] +2024-10-13 16:37:14,595 - Train: 76.46% [956550/1251000] [764.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000418] [CE 4.274 (4.393)] [KD 3.988 (3.989)] +2024-10-13 16:37:22,137 - Train: 76.47% [956600/1251000] [764.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000418] [CE 4.279 (4.430)] [KD 4.006 (4.058)] +2024-10-13 16:37:29,573 - Train: 76.47% [956650/1251000] [764.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000418] [CE 4.373 (4.411)] [KD 3.972 (4.038)] +2024-10-13 16:37:37,405 - Train: 76.47% [956700/1251000] [764.7/1000.0] [batch_t 0.162 (0.157)] [data_t 0.004] [optim_t 0.157] [lr 0.000417] [CE 5.086 (4.435)] [KD 4.308 (4.040)] +2024-10-13 16:37:44,884 - Train: 76.48% [956750/1251000] [764.8/1000.0] [batch_t 0.154 (0.149)] [data_t 0.007] [optim_t 0.146] [lr 0.000417] [CE 4.134 (4.436)] [KD 4.023 (4.068)] +2024-10-13 16:37:52,557 - Train: 76.48% [956800/1251000] [764.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.000417] [CE 4.435 (4.330)] [KD 4.335 (3.987)] +2024-10-13 16:38:00,100 - Train: 76.49% [956850/1251000] [764.9/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.000417] [CE 4.569 (4.459)] [KD 3.984 (4.067)] +2024-10-13 16:38:07,671 - Train: 76.49% [956900/1251000] [764.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000417] [CE 4.498 (4.361)] [KD 4.158 (3.981)] +2024-10-13 16:38:15,167 - Train: 76.49% [956950/1251000] [764.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.009] [optim_t 0.143] [lr 0.000417] [CE 4.691 (4.427)] [KD 4.161 (4.036)] +2024-10-13 16:38:22,994 - Train: 76.50% [957000/1251000] [765.0/1000.0] [batch_t 0.162 (0.156)] [data_t 0.012] [optim_t 0.150] [lr 0.000417] [CE 5.005 (4.375)] [KD 4.260 (3.953)] +2024-10-13 16:38:31,812 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 35664] [top5_cnt 45219] [top_all 50000] +2024-10-13 16:38:31,812 - net: 71.328 (90.438) +2024-10-13 16:38:37,577 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.099)] [top1_cnt 37241] [top5_cnt 46000] [top_all 50000] +2024-10-13 16:38:37,577 - net_E: 74.482 (92.000) +2024-10-13 16:38:37,724 - Max [top1: 71.846 (epoch: 763)] [top1-ema: 74.482 (epoch: 765)] +2024-10-13 16:38:37,724 - ==> Total time: 1 day, 18:51:28 Eta: 13:09:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 16:38:46,673 - Train: 76.50% [957050/1251000] [765.0/1000.0] [batch_t 0.149 (0.161)] [data_t 0.005] [optim_t 0.143] [lr 0.000417] [CE 4.589 (4.356)] [KD 4.101 (3.937)] +2024-10-13 16:38:54,174 - Train: 76.51% [957100/1251000] [765.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000416] [CE 4.444 (4.391)] [KD 3.876 (3.937)] +2024-10-13 16:39:02,021 - Train: 76.51% [957150/1251000] [765.1/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000416] [CE 4.360 (4.317)] [KD 3.998 (3.913)] +2024-10-13 16:39:09,691 - Train: 76.51% [957200/1251000] [765.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000416] [CE 4.524 (4.406)] [KD 4.099 (3.942)] +2024-10-13 16:39:17,138 - Train: 76.52% [957250/1251000] [765.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000416] [CE 3.949 (4.444)] [KD 3.774 (3.977)] +2024-10-13 16:39:24,572 - Train: 76.52% [957300/1251000] [765.2/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000416] [CE 4.404 (4.397)] [KD 3.958 (3.973)] +2024-10-13 16:39:32,201 - Train: 76.53% [957350/1251000] [765.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000416] [CE 4.274 (4.397)] [KD 3.858 (3.965)] +2024-10-13 16:39:40,017 - Train: 76.53% [957400/1251000] [765.3/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.000416] [CE 4.312 (4.479)] [KD 4.060 (4.029)] +2024-10-13 16:39:47,520 - Train: 76.53% [957450/1251000] [765.3/1000.0] [batch_t 0.155 (0.150)] [data_t 0.005] [optim_t 0.150] [lr 0.000416] [CE 4.764 (4.458)] [KD 4.080 (4.030)] +2024-10-13 16:39:55,079 - Train: 76.54% [957500/1251000] [765.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000415] [CE 4.806 (4.410)] [KD 4.472 (3.981)] +2024-10-13 16:40:02,524 - Train: 76.54% [957550/1251000] [765.4/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.000415] [CE 4.445 (4.380)] [KD 3.732 (3.994)] +2024-10-13 16:40:10,089 - Train: 76.55% [957600/1251000] [765.5/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.000415] [CE 4.196 (4.454)] [KD 3.891 (4.014)] +2024-10-13 16:40:17,714 - Train: 76.55% [957650/1251000] [765.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000415] [CE 3.978 (4.418)] [KD 3.847 (3.977)] +2024-10-13 16:40:25,195 - Train: 76.55% [957700/1251000] [765.5/1000.0] [batch_t 0.156 (0.150)] [data_t 0.006] [optim_t 0.149] [lr 0.000415] [CE 4.703 (4.357)] [KD 4.118 (3.976)] +2024-10-13 16:40:32,849 - Train: 76.56% [957750/1251000] [765.6/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000415] [CE 4.474 (4.472)] [KD 3.865 (4.012)] +2024-10-13 16:40:40,781 - Train: 76.56% [957800/1251000] [765.6/1000.0] [batch_t 0.155 (0.159)] [data_t 0.005] [optim_t 0.150] [lr 0.000415] [CE 3.975 (4.373)] [KD 3.484 (4.001)] +2024-10-13 16:40:48,227 - Train: 76.57% [957850/1251000] [765.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.000415] [CE 4.516 (4.373)] [KD 4.027 (3.971)] +2024-10-13 16:40:55,771 - Train: 76.57% [957900/1251000] [765.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000414] [CE 4.664 (4.438)] [KD 4.308 (4.019)] +2024-10-13 16:41:03,305 - Train: 76.57% [957950/1251000] [765.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000414] [CE 4.385 (4.402)] [KD 4.065 (4.022)] +2024-10-13 16:41:10,973 - Train: 76.58% [958000/1251000] [765.8/1000.0] [batch_t 0.266 (0.153)] [data_t 0.005] [optim_t 0.260] [lr 0.000414] [CE 4.387 (4.400)] [KD 3.969 (4.002)] +2024-10-13 16:41:18,502 - Train: 76.58% [958050/1251000] [765.8/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.000414] [CE 3.947 (4.456)] [KD 3.733 (4.004)] +2024-10-13 16:41:26,045 - Train: 76.59% [958100/1251000] [765.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000414] [CE 4.096 (4.431)] [KD 3.944 (4.012)] +2024-10-13 16:41:33,526 - Train: 76.59% [958150/1251000] [765.9/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000414] [CE 4.475 (4.494)] [KD 4.080 (4.039)] +2024-10-13 16:41:41,176 - Train: 76.59% [958200/1251000] [765.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000414] [CE 4.351 (4.377)] [KD 4.033 (3.974)] +2024-10-13 16:41:48,926 - Train: 76.60% [958250/1251000] [766.0/1000.0] [batch_t 0.152 (0.154)] [data_t 0.007] [optim_t 0.146] [lr 0.000414] [CE 4.049 (4.428)] [KD 3.948 (4.020)] +2024-10-13 16:41:56,963 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 35460] [top5_cnt 45045] [top_all 50000] +2024-10-13 16:41:56,963 - net: 70.920 (90.090) +2024-10-13 16:42:02,976 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37225] [top5_cnt 45985] [top_all 50000] +2024-10-13 16:42:02,977 - net_E: 74.450 (91.970) +2024-10-13 16:42:03,131 - Max [top1: 71.846 (epoch: 763)] [top1-ema: 74.482 (epoch: 765)] +2024-10-13 16:42:03,132 - ==> Total time: 1 day, 18:54:54 Eta: 13:06:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 16:42:12,376 - Train: 76.60% [958300/1251000] [766.0/1000.0] [batch_t 0.150 (0.162)] [data_t 0.004] [optim_t 0.145] [lr 0.000413] [CE 4.183 (4.475)] [KD 3.716 (4.032)] +2024-10-13 16:42:19,945 - Train: 76.61% [958350/1251000] [766.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000413] [CE 4.579 (4.398)] [KD 3.946 (3.969)] +2024-10-13 16:42:27,687 - Train: 76.61% [958400/1251000] [766.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.006] [optim_t 0.146] [lr 0.000413] [CE 4.938 (4.373)] [KD 4.223 (3.984)] +2024-10-13 16:42:35,403 - Train: 76.61% [958450/1251000] [766.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.000413] [CE 4.234 (4.428)] [KD 4.085 (3.982)] +2024-10-13 16:42:43,145 - Train: 76.62% [958500/1251000] [766.2/1000.0] [batch_t 0.145 (0.155)] [data_t 0.003] [optim_t 0.142] [lr 0.000413] [CE 4.561 (4.364)] [KD 3.993 (3.952)] +2024-10-13 16:42:50,653 - Train: 76.62% [958550/1251000] [766.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000413] [CE 3.874 (4.422)] [KD 3.711 (3.963)] +2024-10-13 16:42:58,163 - Train: 76.63% [958600/1251000] [766.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000413] [CE 4.196 (4.429)] [KD 4.053 (3.984)] +2024-10-13 16:43:05,825 - Train: 76.63% [958650/1251000] [766.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000413] [CE 4.665 (4.478)] [KD 3.994 (4.002)] +2024-10-13 16:43:13,484 - Train: 76.63% [958700/1251000] [766.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000412] [CE 4.105 (4.411)] [KD 3.759 (3.984)] +2024-10-13 16:43:21,328 - Train: 76.64% [958750/1251000] [766.4/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.000412] [CE 4.218 (4.354)] [KD 3.793 (3.971)] +2024-10-13 16:43:28,985 - Train: 76.64% [958800/1251000] [766.4/1000.0] [batch_t 0.163 (0.153)] [data_t 0.004] [optim_t 0.159] [lr 0.000412] [CE 4.794 (4.443)] [KD 4.562 (4.026)] +2024-10-13 16:43:36,582 - Train: 76.65% [958850/1251000] [766.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000412] [CE 4.200 (4.394)] [KD 3.852 (3.971)] +2024-10-13 16:43:44,029 - Train: 76.65% [958900/1251000] [766.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000412] [CE 5.160 (4.470)] [KD 4.471 (4.033)] +2024-10-13 16:43:51,466 - Train: 76.65% [958950/1251000] [766.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.000412] [CE 4.172 (4.402)] [KD 3.739 (4.010)] +2024-10-13 16:43:58,985 - Train: 76.66% [959000/1251000] [766.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.007] [optim_t 0.145] [lr 0.000412] [CE 4.322 (4.469)] [KD 3.963 (4.018)] +2024-10-13 16:44:06,517 - Train: 76.66% [959050/1251000] [766.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000412] [CE 4.163 (4.421)] [KD 3.813 (4.013)] +2024-10-13 16:44:14,069 - Train: 76.67% [959100/1251000] [766.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000411] [CE 4.281 (4.357)] [KD 3.919 (4.005)] +2024-10-13 16:44:21,552 - Train: 76.67% [959150/1251000] [766.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000411] [CE 4.065 (4.485)] [KD 3.809 (4.017)] +2024-10-13 16:44:29,396 - Train: 76.67% [959200/1251000] [766.7/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000411] [CE 4.582 (4.418)] [KD 4.093 (3.973)] +2024-10-13 16:44:37,083 - Train: 76.68% [959250/1251000] [766.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000411] [CE 4.331 (4.399)] [KD 4.161 (3.952)] +2024-10-13 16:44:44,692 - Train: 76.68% [959300/1251000] [766.8/1000.0] [batch_t 0.153 (0.152)] [data_t 0.007] [optim_t 0.146] [lr 0.000411] [CE 4.249 (4.459)] [KD 3.821 (4.051)] +2024-10-13 16:44:52,231 - Train: 76.69% [959350/1251000] [766.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000411] [CE 4.210 (4.379)] [KD 3.896 (3.978)] +2024-10-13 16:44:59,707 - Train: 76.69% [959400/1251000] [766.9/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.000411] [CE 4.281 (4.356)] [KD 3.823 (3.926)] +2024-10-13 16:45:07,219 - Train: 76.69% [959450/1251000] [766.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000411] [CE 4.855 (4.410)] [KD 4.015 (3.960)] +2024-10-13 16:45:14,728 - Train: 76.70% [959500/1251000] [767.0/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.000410] [CE 4.600 (4.430)] [KD 4.176 (3.947)] +2024-10-13 16:45:22,835 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35357] [top5_cnt 44895] [top_all 50000] +2024-10-13 16:45:22,835 - net: 70.714 (89.790) +2024-10-13 16:45:28,641 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 37265] [top5_cnt 45988] [top_all 50000] +2024-10-13 16:45:28,642 - net_E: 74.530 (91.976) +2024-10-13 16:45:28,844 - Max [top1: 71.846 (epoch: 763)] [top1-ema: 74.530 (epoch: 767)] +2024-10-13 16:45:28,844 - ==> Total time: 1 day, 18:58:19 Eta: 13:03:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 16:45:38,024 - Train: 76.70% [959550/1251000] [767.0/1000.0] [batch_t 0.146 (0.166)] [data_t 0.006] [optim_t 0.140] [lr 0.000410] [CE 4.971 (4.350)] [KD 4.404 (3.914)] +2024-10-13 16:45:45,892 - Train: 76.71% [959600/1251000] [767.1/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.000410] [CE 4.459 (4.351)] [KD 4.027 (3.935)] +2024-10-13 16:45:53,652 - Train: 76.71% [959650/1251000] [767.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000410] [CE 4.437 (4.474)] [KD 3.999 (4.036)] +2024-10-13 16:46:01,081 - Train: 76.71% [959700/1251000] [767.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000410] [CE 4.387 (4.412)] [KD 3.905 (3.933)] +2024-10-13 16:46:08,487 - Train: 76.72% [959750/1251000] [767.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000410] [CE 4.305 (4.462)] [KD 3.880 (3.956)] +2024-10-13 16:46:15,954 - Train: 76.72% [959800/1251000] [767.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000410] [CE 4.151 (4.459)] [KD 3.859 (4.007)] +2024-10-13 16:46:23,547 - Train: 76.73% [959850/1251000] [767.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000410] [CE 4.285 (4.463)] [KD 3.894 (3.995)] +2024-10-13 16:46:31,341 - Train: 76.73% [959900/1251000] [767.3/1000.0] [batch_t 0.144 (0.156)] [data_t 0.003] [optim_t 0.141] [lr 0.000409] [CE 4.268 (4.389)] [KD 3.788 (3.991)] +2024-10-13 16:46:38,946 - Train: 76.73% [959950/1251000] [767.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000409] [CE 4.648 (4.495)] [KD 4.216 (4.028)] +2024-10-13 16:46:46,806 - Train: 76.74% [960000/1251000] [767.4/1000.0] [batch_t 0.145 (0.157)] [data_t 0.004] [optim_t 0.140] [lr 0.000409] [CE 3.712 (4.439)] [KD 3.688 (3.972)] +2024-10-13 16:46:54,392 - Train: 76.74% [960050/1251000] [767.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000409] [CE 4.706 (4.414)] [KD 4.213 (4.008)] +2024-10-13 16:47:01,872 - Train: 76.75% [960100/1251000] [767.5/1000.0] [batch_t 0.165 (0.149)] [data_t 0.004] [optim_t 0.162] [lr 0.000409] [CE 4.158 (4.442)] [KD 3.587 (3.986)] +2024-10-13 16:47:09,561 - Train: 76.75% [960150/1251000] [767.5/1000.0] [batch_t 0.143 (0.154)] [data_t 0.003] [optim_t 0.140] [lr 0.000409] [CE 4.183 (4.391)] [KD 3.768 (3.989)] +2024-10-13 16:47:17,166 - Train: 76.75% [960200/1251000] [767.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000409] [CE 4.569 (4.451)] [KD 3.960 (3.981)] +2024-10-13 16:47:24,688 - Train: 76.76% [960250/1251000] [767.6/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000409] [CE 4.547 (4.473)] [KD 3.969 (4.016)] +2024-10-13 16:47:32,406 - Train: 76.76% [960300/1251000] [767.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000408] [CE 4.334 (4.485)] [KD 3.857 (4.029)] +2024-10-13 16:47:39,962 - Train: 76.77% [960350/1251000] [767.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000408] [CE 4.475 (4.445)] [KD 4.083 (4.019)] +2024-10-13 16:47:47,679 - Train: 76.77% [960400/1251000] [767.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000408] [CE 4.847 (4.420)] [KD 4.337 (4.000)] +2024-10-13 16:47:55,319 - Train: 76.77% [960450/1251000] [767.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.000408] [CE 4.436 (4.391)] [KD 3.858 (3.961)] +2024-10-13 16:48:02,897 - Train: 76.78% [960500/1251000] [767.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000408] [CE 4.432 (4.441)] [KD 3.789 (3.960)] +2024-10-13 16:48:10,375 - Train: 76.78% [960550/1251000] [767.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000408] [CE 4.405 (4.404)] [KD 3.945 (3.973)] +2024-10-13 16:48:17,911 - Train: 76.79% [960600/1251000] [767.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.007] [optim_t 0.141] [lr 0.000408] [CE 4.184 (4.349)] [KD 3.811 (3.952)] +2024-10-13 16:48:25,373 - Train: 76.79% [960650/1251000] [767.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000408] [CE 4.372 (4.492)] [KD 4.118 (4.035)] +2024-10-13 16:48:32,968 - Train: 76.79% [960700/1251000] [767.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000407] [CE 4.562 (4.458)] [KD 4.013 (4.045)] +2024-10-13 16:48:40,559 - Train: 76.80% [960750/1251000] [768.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000407] [CE 4.392 (4.412)] [KD 4.122 (4.010)] +2024-10-13 16:48:49,000 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35548] [top5_cnt 45068] [top_all 50000] +2024-10-13 16:48:49,000 - net: 71.096 (90.136) +2024-10-13 16:48:54,812 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37241] [top5_cnt 45981] [top_all 50000] +2024-10-13 16:48:54,812 - net_E: 74.482 (91.962) +2024-10-13 16:48:54,986 - Max [top1: 71.846 (epoch: 763)] [top1-ema: 74.530 (epoch: 767)] +2024-10-13 16:48:54,986 - ==> Total time: 1 day, 19:01:46 Eta: 12:59:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 16:49:02,025 - Train: 76.80% [960800/1251000] [768.0/1000.0] [batch_t 0.147 (0.166)] [data_t 0.005] [optim_t 0.143] [lr 0.000407] [CE 4.135 (4.451)] [KD 3.756 (3.996)] +2024-10-13 16:49:09,824 - Train: 76.81% [960850/1251000] [768.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.006] [optim_t 0.144] [lr 0.000407] [CE 4.257 (4.430)] [KD 3.887 (3.981)] +2024-10-13 16:49:17,502 - Train: 76.81% [960900/1251000] [768.1/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.000407] [CE 4.431 (4.404)] [KD 3.898 (3.928)] +2024-10-13 16:49:25,006 - Train: 76.81% [960950/1251000] [768.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000407] [CE 4.571 (4.414)] [KD 4.245 (3.990)] +2024-10-13 16:49:32,508 - Train: 76.82% [961000/1251000] [768.2/1000.0] [batch_t 0.160 (0.150)] [data_t 0.005] [optim_t 0.156] [lr 0.000407] [CE 4.282 (4.395)] [KD 3.620 (4.000)] +2024-10-13 16:49:40,103 - Train: 76.82% [961050/1251000] [768.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.007] [optim_t 0.142] [lr 0.000407] [CE 4.584 (4.385)] [KD 3.691 (3.946)] +2024-10-13 16:49:47,746 - Train: 76.83% [961100/1251000] [768.3/1000.0] [batch_t 0.158 (0.153)] [data_t 0.005] [optim_t 0.153] [lr 0.000406] [CE 4.496 (4.392)] [KD 4.089 (3.970)] +2024-10-13 16:49:55,631 - Train: 76.83% [961150/1251000] [768.3/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000406] [CE 4.348 (4.431)] [KD 4.099 (3.993)] +2024-10-13 16:50:03,276 - Train: 76.83% [961200/1251000] [768.3/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.000406] [CE 4.659 (4.438)] [KD 4.159 (4.001)] +2024-10-13 16:50:10,865 - Train: 76.84% [961250/1251000] [768.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000406] [CE 4.552 (4.438)] [KD 4.076 (3.994)] +2024-10-13 16:50:18,356 - Train: 76.84% [961300/1251000] [768.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000406] [CE 4.255 (4.414)] [KD 3.758 (3.977)] +2024-10-13 16:50:26,024 - Train: 76.85% [961350/1251000] [768.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000406] [CE 3.670 (4.411)] [KD 3.596 (3.991)] +2024-10-13 16:50:33,445 - Train: 76.85% [961400/1251000] [768.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000406] [CE 4.837 (4.361)] [KD 4.178 (3.946)] +2024-10-13 16:50:41,029 - Train: 76.85% [961450/1251000] [768.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.000406] [CE 4.624 (4.475)] [KD 4.372 (4.022)] +2024-10-13 16:50:48,521 - Train: 76.86% [961500/1251000] [768.6/1000.0] [batch_t 0.155 (0.150)] [data_t 0.006] [optim_t 0.149] [lr 0.000405] [CE 4.070 (4.400)] [KD 3.769 (3.972)] +2024-10-13 16:50:56,434 - Train: 76.86% [961550/1251000] [768.6/1000.0] [batch_t 0.157 (0.158)] [data_t 0.003] [optim_t 0.153] [lr 0.000405] [CE 3.856 (4.422)] [KD 3.626 (4.009)] +2024-10-13 16:51:04,084 - Train: 76.87% [961600/1251000] [768.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.007] [optim_t 0.143] [lr 0.000405] [CE 4.303 (4.461)] [KD 3.902 (4.013)] +2024-10-13 16:51:11,586 - Train: 76.87% [961650/1251000] [768.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.007] [optim_t 0.141] [lr 0.000405] [CE 4.364 (4.408)] [KD 4.060 (4.033)] +2024-10-13 16:51:19,253 - Train: 76.87% [961700/1251000] [768.7/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000405] [CE 4.752 (4.393)] [KD 3.977 (3.975)] +2024-10-13 16:51:26,911 - Train: 76.88% [961750/1251000] [768.8/1000.0] [batch_t 0.143 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.000405] [CE 4.930 (4.409)] [KD 4.486 (3.980)] +2024-10-13 16:51:34,336 - Train: 76.88% [961800/1251000] [768.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.000405] [CE 4.534 (4.434)] [KD 4.034 (3.979)] +2024-10-13 16:51:41,823 - Train: 76.89% [961850/1251000] [768.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000405] [CE 4.561 (4.486)] [KD 4.203 (4.032)] +2024-10-13 16:51:49,378 - Train: 76.89% [961900/1251000] [768.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000404] [CE 4.307 (4.314)] [KD 3.891 (3.963)] +2024-10-13 16:51:56,972 - Train: 76.89% [961950/1251000] [768.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000404] [CE 4.460 (4.437)] [KD 4.227 (3.979)] +2024-10-13 16:52:04,886 - Train: 76.90% [962000/1251000] [769.0/1000.0] [batch_t 0.145 (0.158)] [data_t 0.005] [optim_t 0.141] [lr 0.000404] [CE 4.511 (4.377)] [KD 3.956 (3.983)] +2024-10-13 16:52:13,300 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35874] [top5_cnt 45253] [top_all 50000] +2024-10-13 16:52:13,300 - net: 71.748 (90.506) +2024-10-13 16:52:19,092 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 37226] [top5_cnt 45983] [top_all 50000] +2024-10-13 16:52:19,093 - net_E: 74.452 (91.966) +2024-10-13 16:52:19,238 - Max [top1: 71.846 (epoch: 763)] [top1-ema: 74.530 (epoch: 767)] +2024-10-13 16:52:19,239 - ==> Total time: 1 day, 19:05:10 Eta: 12:56:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 16:52:25,912 - Train: 76.90% [962050/1251000] [769.0/1000.0] [batch_t 0.145 (0.159)] [data_t 0.005] [optim_t 0.140] [lr 0.000404] [CE 4.344 (4.480)] [KD 4.079 (4.011)] +2024-10-13 16:52:33,484 - Train: 76.91% [962100/1251000] [769.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000404] [CE 4.528 (4.412)] [KD 4.125 (3.967)] +2024-10-13 16:52:41,058 - Train: 76.91% [962150/1251000] [769.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000404] [CE 4.243 (4.451)] [KD 4.070 (3.997)] +2024-10-13 16:52:48,820 - Train: 76.91% [962200/1251000] [769.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000404] [CE 4.596 (4.383)] [KD 3.936 (3.993)] +2024-10-13 16:52:56,566 - Train: 76.92% [962250/1251000] [769.2/1000.0] [batch_t 0.144 (0.155)] [data_t 0.005] [optim_t 0.139] [lr 0.000404] [CE 4.277 (4.427)] [KD 3.970 (3.979)] +2024-10-13 16:53:04,036 - Train: 76.92% [962300/1251000] [769.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000403] [CE 4.471 (4.372)] [KD 3.820 (3.921)] +2024-10-13 16:53:11,515 - Train: 76.93% [962350/1251000] [769.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000403] [CE 4.658 (4.397)] [KD 4.114 (3.937)] +2024-10-13 16:53:19,468 - Train: 76.93% [962400/1251000] [769.3/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.000403] [CE 5.216 (4.410)] [KD 4.145 (3.934)] +2024-10-13 16:53:26,936 - Train: 76.93% [962450/1251000] [769.3/1000.0] [batch_t 0.155 (0.149)] [data_t 0.004] [optim_t 0.151] [lr 0.000403] [CE 4.637 (4.349)] [KD 3.925 (3.916)] +2024-10-13 16:53:34,393 - Train: 76.94% [962500/1251000] [769.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000403] [CE 4.767 (4.345)] [KD 4.122 (3.965)] +2024-10-13 16:53:42,113 - Train: 76.94% [962550/1251000] [769.4/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000403] [CE 4.162 (4.379)] [KD 4.002 (3.916)] +2024-10-13 16:53:49,846 - Train: 76.95% [962600/1251000] [769.5/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000403] [CE 4.358 (4.440)] [KD 3.680 (3.968)] +2024-10-13 16:53:57,391 - Train: 76.95% [962650/1251000] [769.5/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000403] [CE 4.726 (4.401)] [KD 4.060 (3.987)] +2024-10-13 16:54:05,105 - Train: 76.95% [962700/1251000] [769.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000402] [CE 4.740 (4.439)] [KD 4.130 (3.981)] +2024-10-13 16:54:12,586 - Train: 76.96% [962750/1251000] [769.6/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.000402] [CE 4.221 (4.460)] [KD 3.977 (3.995)] +2024-10-13 16:54:20,199 - Train: 76.96% [962800/1251000] [769.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000402] [CE 4.568 (4.378)] [KD 4.274 (3.947)] +2024-10-13 16:54:27,913 - Train: 76.97% [962850/1251000] [769.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000402] [CE 3.539 (4.404)] [KD 3.427 (3.954)] +2024-10-13 16:54:35,398 - Train: 76.97% [962900/1251000] [769.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.000402] [CE 4.839 (4.355)] [KD 4.181 (3.895)] +2024-10-13 16:54:43,052 - Train: 76.97% [962950/1251000] [769.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000402] [CE 4.231 (4.397)] [KD 4.006 (3.970)] +2024-10-13 16:54:50,547 - Train: 76.98% [963000/1251000] [769.8/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000402] [CE 3.662 (4.433)] [KD 3.544 (3.965)] +2024-10-13 16:54:58,067 - Train: 76.98% [963050/1251000] [769.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000402] [CE 4.050 (4.404)] [KD 3.938 (3.989)] +2024-10-13 16:55:05,908 - Train: 76.99% [963100/1251000] [769.9/1000.0] [batch_t 0.269 (0.157)] [data_t 0.004] [optim_t 0.266] [lr 0.000402] [CE 4.660 (4.412)] [KD 4.131 (3.966)] +2024-10-13 16:55:13,392 - Train: 76.99% [963150/1251000] [769.9/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.000401] [CE 4.585 (4.408)] [KD 4.135 (4.062)] +2024-10-13 16:55:20,851 - Train: 76.99% [963200/1251000] [769.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000401] [CE 4.344 (4.351)] [KD 4.031 (3.960)] +2024-10-13 16:55:28,706 - Train: 77.00% [963250/1251000] [770.0/1000.0] [batch_t 0.154 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.000401] [CE 4.112 (4.340)] [KD 3.939 (3.945)] +2024-10-13 16:55:37,284 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35461] [top5_cnt 45039] [top_all 50000] +2024-10-13 16:55:37,285 - net: 70.922 (90.078) +2024-10-13 16:55:43,070 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37259] [top5_cnt 45985] [top_all 50000] +2024-10-13 16:55:43,071 - net_E: 74.518 (91.970) +2024-10-13 16:55:43,239 - Max [top1: 71.846 (epoch: 763)] [top1-ema: 74.530 (epoch: 767)] +2024-10-13 16:55:43,239 - ==> Total time: 1 day, 19:08:34 Eta: 12:53:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 16:55:49,913 - Train: 77.00% [963300/1251000] [770.0/1000.0] [batch_t 0.145 (0.166)] [data_t 0.004] [optim_t 0.141] [lr 0.000401] [CE 4.349 (4.455)] [KD 4.029 (3.963)] +2024-10-13 16:55:57,492 - Train: 77.01% [963350/1251000] [770.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000401] [CE 4.133 (4.400)] [KD 3.820 (3.964)] +2024-10-13 16:56:05,091 - Train: 77.01% [963400/1251000] [770.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000401] [CE 4.058 (4.405)] [KD 3.861 (3.976)] +2024-10-13 16:56:12,728 - Train: 77.01% [963450/1251000] [770.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.008] [optim_t 0.142] [lr 0.000401] [CE 3.995 (4.405)] [KD 3.763 (4.007)] +2024-10-13 16:56:20,149 - Train: 77.02% [963500/1251000] [770.2/1000.0] [batch_t 0.151 (0.148)] [data_t 0.003] [optim_t 0.147] [lr 0.000401] [CE 4.340 (4.419)] [KD 3.928 (3.924)] +2024-10-13 16:56:27,920 - Train: 77.02% [963550/1251000] [770.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000400] [CE 4.616 (4.422)] [KD 4.157 (3.962)] +2024-10-13 16:56:35,480 - Train: 77.03% [963600/1251000] [770.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000400] [CE 4.594 (4.408)] [KD 4.074 (3.962)] +2024-10-13 16:56:43,133 - Train: 77.03% [963650/1251000] [770.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000400] [CE 4.960 (4.490)] [KD 4.435 (4.024)] +2024-10-13 16:56:50,575 - Train: 77.03% [963700/1251000] [770.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000400] [CE 4.084 (4.417)] [KD 3.694 (3.959)] +2024-10-13 16:56:58,002 - Train: 77.04% [963750/1251000] [770.4/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000400] [CE 4.740 (4.457)] [KD 4.209 (4.002)] +2024-10-13 16:57:05,517 - Train: 77.04% [963800/1251000] [770.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000400] [CE 4.156 (4.418)] [KD 3.845 (3.971)] +2024-10-13 16:57:13,181 - Train: 77.05% [963850/1251000] [770.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000400] [CE 3.846 (4.460)] [KD 3.591 (4.002)] +2024-10-13 16:57:20,823 - Train: 77.05% [963900/1251000] [770.5/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.000400] [CE 4.433 (4.448)] [KD 4.023 (4.023)] +2024-10-13 16:57:28,628 - Train: 77.05% [963950/1251000] [770.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000399] [CE 4.207 (4.454)] [KD 3.814 (3.976)] +2024-10-13 16:57:36,099 - Train: 77.06% [964000/1251000] [770.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000399] [CE 4.364 (4.445)] [KD 3.993 (3.999)] +2024-10-13 16:57:43,787 - Train: 77.06% [964050/1251000] [770.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000399] [CE 4.030 (4.438)] [KD 3.780 (4.002)] +2024-10-13 16:57:51,404 - Train: 77.07% [964100/1251000] [770.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000399] [CE 4.875 (4.418)] [KD 4.331 (4.002)] +2024-10-13 16:57:58,881 - Train: 77.07% [964150/1251000] [770.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000399] [CE 4.279 (4.363)] [KD 3.883 (3.970)] +2024-10-13 16:58:06,477 - Train: 77.07% [964200/1251000] [770.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000399] [CE 4.451 (4.386)] [KD 4.056 (3.939)] +2024-10-13 16:58:13,894 - Train: 77.08% [964250/1251000] [770.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.008] [optim_t 0.141] [lr 0.000399] [CE 4.338 (4.429)] [KD 3.905 (4.015)] +2024-10-13 16:58:21,552 - Train: 77.08% [964300/1251000] [770.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000399] [CE 3.817 (4.387)] [KD 3.625 (3.933)] +2024-10-13 16:58:28,988 - Train: 77.09% [964350/1251000] [770.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000398] [CE 4.444 (4.458)] [KD 4.045 (4.007)] +2024-10-13 16:58:36,642 - Train: 77.09% [964400/1251000] [770.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.000398] [CE 4.445 (4.457)] [KD 4.082 (4.027)] +2024-10-13 16:58:44,182 - Train: 77.09% [964450/1251000] [770.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000398] [CE 4.809 (4.453)] [KD 4.355 (4.022)] +2024-10-13 16:58:51,984 - Train: 77.10% [964500/1251000] [771.0/1000.0] [batch_t 0.148 (0.156)] [data_t 0.006] [optim_t 0.142] [lr 0.000398] [CE 4.562 (4.396)] [KD 4.042 (3.955)] +2024-10-13 16:59:00,685 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35807] [top5_cnt 45179] [top_all 50000] +2024-10-13 16:59:00,685 - net: 71.614 (90.358) +2024-10-13 16:59:06,514 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37305] [top5_cnt 45980] [top_all 50000] +2024-10-13 16:59:06,514 - net_E: 74.610 (91.960) +2024-10-13 16:59:06,676 - Max [top1: 71.846 (epoch: 763)] [top1-ema: 74.610 (epoch: 771)] +2024-10-13 16:59:06,676 - ==> Total time: 1 day, 19:11:57 Eta: 12:49:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 16:59:14,007 - Train: 77.10% [964550/1251000] [771.0/1000.0] [batch_t 0.148 (0.163)] [data_t 0.003] [optim_t 0.145] [lr 0.000398] [CE 4.470 (4.420)] [KD 4.013 (4.000)] +2024-10-13 16:59:21,599 - Train: 77.11% [964600/1251000] [771.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000398] [CE 4.773 (4.484)] [KD 4.179 (4.006)] +2024-10-13 16:59:29,167 - Train: 77.11% [964650/1251000] [771.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000398] [CE 3.945 (4.367)] [KD 3.758 (3.920)] +2024-10-13 16:59:36,819 - Train: 77.11% [964700/1251000] [771.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000398] [CE 4.813 (4.445)] [KD 4.231 (3.976)] +2024-10-13 16:59:44,590 - Train: 77.12% [964750/1251000] [771.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000397] [CE 4.227 (4.465)] [KD 4.039 (3.982)] +2024-10-13 16:59:52,008 - Train: 77.12% [964800/1251000] [771.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000397] [CE 4.015 (4.408)] [KD 3.947 (3.924)] +2024-10-13 16:59:59,406 - Train: 77.13% [964850/1251000] [771.3/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.000397] [CE 5.175 (4.405)] [KD 4.385 (4.002)] +2024-10-13 17:00:06,867 - Train: 77.13% [964900/1251000] [771.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000397] [CE 4.333 (4.421)] [KD 3.866 (3.930)] +2024-10-13 17:00:14,622 - Train: 77.13% [964950/1251000] [771.3/1000.0] [batch_t 0.155 (0.155)] [data_t 0.005] [optim_t 0.151] [lr 0.000397] [CE 4.964 (4.333)] [KD 4.528 (3.905)] +2024-10-13 17:00:22,369 - Train: 77.14% [965000/1251000] [771.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000397] [CE 4.443 (4.444)] [KD 4.101 (3.948)] +2024-10-13 17:00:30,227 - Train: 77.14% [965050/1251000] [771.4/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000397] [CE 4.609 (4.477)] [KD 4.186 (3.974)] +2024-10-13 17:00:37,674 - Train: 77.15% [965100/1251000] [771.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000397] [CE 3.889 (4.495)] [KD 3.704 (4.046)] +2024-10-13 17:00:45,101 - Train: 77.15% [965150/1251000] [771.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000396] [CE 4.485 (4.424)] [KD 4.301 (3.975)] +2024-10-13 17:00:52,517 - Train: 77.15% [965200/1251000] [771.5/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.000396] [CE 4.316 (4.382)] [KD 3.834 (3.960)] +2024-10-13 17:01:00,070 - Train: 77.16% [965250/1251000] [771.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000396] [CE 4.788 (4.427)] [KD 4.127 (3.976)] +2024-10-13 17:01:07,690 - Train: 77.16% [965300/1251000] [771.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000396] [CE 3.797 (4.397)] [KD 3.602 (3.974)] +2024-10-13 17:01:15,369 - Train: 77.17% [965350/1251000] [771.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000396] [CE 4.225 (4.396)] [KD 3.760 (3.918)] +2024-10-13 17:01:22,770 - Train: 77.17% [965400/1251000] [771.7/1000.0] [batch_t 0.154 (0.148)] [data_t 0.005] [optim_t 0.149] [lr 0.000396] [CE 4.374 (4.439)] [KD 4.013 (4.019)] +2024-10-13 17:01:30,590 - Train: 77.17% [965450/1251000] [771.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000396] [CE 4.171 (4.354)] [KD 3.699 (3.934)] +2024-10-13 17:01:38,155 - Train: 77.18% [965500/1251000] [771.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000396] [CE 3.901 (4.517)] [KD 3.805 (4.010)] +2024-10-13 17:01:45,699 - Train: 77.18% [965550/1251000] [771.8/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.000395] [CE 4.525 (4.404)] [KD 3.832 (3.973)] +2024-10-13 17:01:53,360 - Train: 77.19% [965600/1251000] [771.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000395] [CE 4.398 (4.383)] [KD 4.132 (3.952)] +2024-10-13 17:02:00,794 - Train: 77.19% [965650/1251000] [771.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000395] [CE 4.491 (4.402)] [KD 3.953 (3.989)] +2024-10-13 17:02:08,229 - Train: 77.19% [965700/1251000] [771.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000395] [CE 4.531 (4.427)] [KD 4.046 (3.991)] +2024-10-13 17:02:15,707 - Train: 77.20% [965750/1251000] [772.0/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000395] [CE 4.575 (4.424)] [KD 3.903 (3.960)] +2024-10-13 17:02:24,643 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 35455] [top5_cnt 44882] [top_all 50000] +2024-10-13 17:02:24,644 - net: 70.910 (89.764) +2024-10-13 17:02:30,404 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37291] [top5_cnt 46011] [top_all 50000] +2024-10-13 17:02:30,404 - net_E: 74.582 (92.022) +2024-10-13 17:02:30,553 - Max [top1: 71.846 (epoch: 763)] [top1-ema: 74.610 (epoch: 771)] +2024-10-13 17:02:30,553 - ==> Total time: 1 day, 19:15:21 Eta: 12:46:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 17:02:36,859 - Train: 77.20% [965800/1251000] [772.0/1000.0] [batch_t 0.144 (0.168)] [data_t 0.004] [optim_t 0.141] [lr 0.000395] [CE 4.252 (4.502)] [KD 4.116 (3.996)] +2024-10-13 17:02:44,935 - Train: 77.21% [965850/1251000] [772.1/1000.0] [batch_t 0.150 (0.161)] [data_t 0.004] [optim_t 0.146] [lr 0.000395] [CE 4.558 (4.427)] [KD 4.163 (3.941)] +2024-10-13 17:02:52,365 - Train: 77.21% [965900/1251000] [772.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000395] [CE 4.201 (4.400)] [KD 3.827 (3.970)] +2024-10-13 17:03:00,056 - Train: 77.21% [965950/1251000] [772.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000395] [CE 4.655 (4.433)] [KD 4.181 (3.986)] +2024-10-13 17:03:07,569 - Train: 77.22% [966000/1251000] [772.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000394] [CE 4.535 (4.440)] [KD 4.262 (3.973)] +2024-10-13 17:03:15,077 - Train: 77.22% [966050/1251000] [772.2/1000.0] [batch_t 0.158 (0.150)] [data_t 0.005] [optim_t 0.153] [lr 0.000394] [CE 3.903 (4.365)] [KD 3.630 (3.938)] +2024-10-13 17:03:22,700 - Train: 77.23% [966100/1251000] [772.3/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000394] [CE 4.020 (4.458)] [KD 3.564 (4.003)] +2024-10-13 17:03:30,393 - Train: 77.23% [966150/1251000] [772.3/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.139] [lr 0.000394] [CE 4.105 (4.471)] [KD 3.782 (3.973)] +2024-10-13 17:03:38,177 - Train: 77.23% [966200/1251000] [772.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000394] [CE 4.299 (4.425)] [KD 3.881 (3.980)] +2024-10-13 17:03:45,755 - Train: 77.24% [966250/1251000] [772.4/1000.0] [batch_t 0.265 (0.151)] [data_t 0.003] [optim_t 0.263] [lr 0.000394] [CE 4.349 (4.418)] [KD 3.924 (3.961)] +2024-10-13 17:03:53,340 - Train: 77.24% [966300/1251000] [772.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000394] [CE 4.300 (4.443)] [KD 4.069 (3.996)] +2024-10-13 17:04:00,872 - Train: 77.25% [966350/1251000] [772.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.000394] [CE 3.961 (4.413)] [KD 3.843 (3.991)] +2024-10-13 17:04:08,457 - Train: 77.25% [966400/1251000] [772.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000393] [CE 4.781 (4.374)] [KD 4.130 (3.924)] +2024-10-13 17:04:16,036 - Train: 77.25% [966450/1251000] [772.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000393] [CE 4.375 (4.388)] [KD 4.093 (3.930)] +2024-10-13 17:04:23,610 - Train: 77.26% [966500/1251000] [772.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000393] [CE 4.488 (4.355)] [KD 3.946 (3.948)] +2024-10-13 17:04:31,049 - Train: 77.26% [966550/1251000] [772.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000393] [CE 4.309 (4.398)] [KD 3.972 (4.009)] +2024-10-13 17:04:38,644 - Train: 77.27% [966600/1251000] [772.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000393] [CE 4.400 (4.330)] [KD 4.037 (3.890)] +2024-10-13 17:04:46,297 - Train: 77.27% [966650/1251000] [772.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.000393] [CE 4.529 (4.422)] [KD 3.912 (3.962)] +2024-10-13 17:04:53,981 - Train: 77.27% [966700/1251000] [772.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.000393] [CE 4.688 (4.452)] [KD 4.160 (4.009)] +2024-10-13 17:05:01,525 - Train: 77.28% [966750/1251000] [772.8/1000.0] [batch_t 0.160 (0.151)] [data_t 0.003] [optim_t 0.157] [lr 0.000393] [CE 4.425 (4.405)] [KD 4.021 (3.961)] +2024-10-13 17:05:09,063 - Train: 77.28% [966800/1251000] [772.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000392] [CE 4.460 (4.395)] [KD 4.177 (3.926)] +2024-10-13 17:05:16,477 - Train: 77.29% [966850/1251000] [772.9/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.000392] [CE 4.589 (4.416)] [KD 4.403 (3.964)] +2024-10-13 17:05:24,138 - Train: 77.29% [966900/1251000] [772.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000392] [CE 4.320 (4.313)] [KD 4.123 (3.904)] +2024-10-13 17:05:31,699 - Train: 77.29% [966950/1251000] [772.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000392] [CE 4.056 (4.473)] [KD 3.745 (3.991)] +2024-10-13 17:05:39,154 - Train: 77.30% [967000/1251000] [773.0/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.000392] [CE 3.703 (4.431)] [KD 3.568 (3.954)] +2024-10-13 17:05:48,224 - Test (net): 100.00% [50/50] [batch_t 0.020 (0.104)] [top1_cnt 35756] [top5_cnt 45212] [top_all 50000] +2024-10-13 17:05:48,225 - net: 71.512 (90.424) +2024-10-13 17:05:53,999 - Test (net_E): 100.00% [50/50] [batch_t 0.076 (0.103)] [top1_cnt 37282] [top5_cnt 46020] [top_all 50000] +2024-10-13 17:05:53,999 - net_E: 74.564 (92.040) +2024-10-13 17:05:54,140 - Max [top1: 71.846 (epoch: 763)] [top1-ema: 74.610 (epoch: 771)] +2024-10-13 17:05:54,141 - ==> Total time: 1 day, 19:18:45 Eta: 12:43:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 17:06:00,310 - Train: 77.30% [967050/1251000] [773.0/1000.0] [batch_t 0.144 (0.166)] [data_t 0.003] [optim_t 0.141] [lr 0.000392] [CE 3.752 (4.381)] [KD 3.677 (3.956)] +2024-10-13 17:06:07,891 - Train: 77.31% [967100/1251000] [773.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.009] [optim_t 0.144] [lr 0.000392] [CE 4.289 (4.387)] [KD 3.833 (3.939)] +2024-10-13 17:06:15,579 - Train: 77.31% [967150/1251000] [773.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000392] [CE 4.600 (4.352)] [KD 3.937 (3.903)] +2024-10-13 17:06:22,990 - Train: 77.31% [967200/1251000] [773.1/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.000391] [CE 4.539 (4.431)] [KD 4.023 (3.981)] +2024-10-13 17:06:30,672 - Train: 77.32% [967250/1251000] [773.2/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000391] [CE 4.579 (4.363)] [KD 4.212 (3.863)] +2024-10-13 17:06:38,365 - Train: 77.32% [967300/1251000] [773.2/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000391] [CE 4.135 (4.390)] [KD 3.903 (3.953)] +2024-10-13 17:06:45,756 - Train: 77.33% [967350/1251000] [773.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000391] [CE 5.021 (4.333)] [KD 4.310 (3.943)] +2024-10-13 17:06:53,118 - Train: 77.33% [967400/1251000] [773.3/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.000391] [CE 4.131 (4.433)] [KD 3.935 (3.967)] +2024-10-13 17:07:00,648 - Train: 77.33% [967450/1251000] [773.3/1000.0] [batch_t 0.275 (0.150)] [data_t 0.003] [optim_t 0.273] [lr 0.000391] [CE 4.659 (4.474)] [KD 4.300 (4.010)] +2024-10-13 17:07:08,256 - Train: 77.34% [967500/1251000] [773.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000391] [CE 4.520 (4.379)] [KD 3.873 (3.926)] +2024-10-13 17:07:15,897 - Train: 77.34% [967550/1251000] [773.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000391] [CE 4.023 (4.370)] [KD 3.748 (3.927)] +2024-10-13 17:07:23,447 - Train: 77.35% [967600/1251000] [773.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000390] [CE 4.136 (4.363)] [KD 3.666 (3.938)] +2024-10-13 17:07:30,948 - Train: 77.35% [967650/1251000] [773.5/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.140] [lr 0.000390] [CE 4.121 (4.385)] [KD 3.845 (3.987)] +2024-10-13 17:07:38,460 - Train: 77.35% [967700/1251000] [773.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000390] [CE 4.369 (4.405)] [KD 3.883 (3.958)] +2024-10-13 17:07:45,978 - Train: 77.36% [967750/1251000] [773.6/1000.0] [batch_t 0.153 (0.150)] [data_t 0.006] [optim_t 0.148] [lr 0.000390] [CE 4.166 (4.374)] [KD 3.953 (3.909)] +2024-10-13 17:07:53,346 - Train: 77.36% [967800/1251000] [773.6/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.000390] [CE 4.780 (4.425)] [KD 4.045 (4.000)] +2024-10-13 17:08:00,741 - Train: 77.37% [967850/1251000] [773.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000390] [CE 4.462 (4.398)] [KD 3.874 (3.932)] +2024-10-13 17:08:08,385 - Train: 77.37% [967900/1251000] [773.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.007] [optim_t 0.140] [lr 0.000390] [CE 4.567 (4.389)] [KD 3.957 (3.954)] +2024-10-13 17:08:15,923 - Train: 77.37% [967950/1251000] [773.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.000390] [CE 4.919 (4.417)] [KD 4.171 (3.944)] +2024-10-13 17:08:23,544 - Train: 77.38% [968000/1251000] [773.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000390] [CE 4.721 (4.426)] [KD 4.321 (3.990)] +2024-10-13 17:08:31,098 - Train: 77.38% [968050/1251000] [773.8/1000.0] [batch_t 0.286 (0.151)] [data_t 0.005] [optim_t 0.281] [lr 0.000389] [CE 3.832 (4.418)] [KD 3.916 (3.949)] +2024-10-13 17:08:38,648 - Train: 77.39% [968100/1251000] [773.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000389] [CE 4.305 (4.427)] [KD 3.848 (3.975)] +2024-10-13 17:08:46,299 - Train: 77.39% [968150/1251000] [773.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000389] [CE 4.390 (4.417)] [KD 4.160 (3.931)] +2024-10-13 17:08:53,784 - Train: 77.39% [968200/1251000] [773.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000389] [CE 4.113 (4.418)] [KD 3.721 (3.976)] +2024-10-13 17:09:01,190 - Train: 77.40% [968250/1251000] [774.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000389] [CE 5.079 (4.438)] [KD 4.139 (3.968)] +2024-10-13 17:09:10,392 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.102)] [top1_cnt 35467] [top5_cnt 45021] [top_all 50000] +2024-10-13 17:09:10,393 - net: 70.934 (90.042) +2024-10-13 17:09:16,231 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37282] [top5_cnt 46042] [top_all 50000] +2024-10-13 17:09:16,231 - net_E: 74.564 (92.084) +2024-10-13 17:09:16,380 - Max [top1: 71.846 (epoch: 763)] [top1-ema: 74.610 (epoch: 771)] +2024-10-13 17:09:16,380 - ==> Total time: 1 day, 19:22:07 Eta: 12:39:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 17:09:22,532 - Train: 77.40% [968300/1251000] [774.0/1000.0] [batch_t 0.146 (0.168)] [data_t 0.005] [optim_t 0.141] [lr 0.000389] [CE 4.815 (4.405)] [KD 4.186 (3.984)] +2024-10-13 17:09:30,305 - Train: 77.41% [968350/1251000] [774.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.000389] [CE 3.764 (4.398)] [KD 3.557 (3.945)] +2024-10-13 17:09:37,866 - Train: 77.41% [968400/1251000] [774.1/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000389] [CE 4.871 (4.448)] [KD 4.251 (3.952)] +2024-10-13 17:09:45,374 - Train: 77.41% [968450/1251000] [774.1/1000.0] [batch_t 0.154 (0.150)] [data_t 0.006] [optim_t 0.148] [lr 0.000388] [CE 3.955 (4.468)] [KD 3.702 (3.947)] +2024-10-13 17:09:52,845 - Train: 77.42% [968500/1251000] [774.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000388] [CE 4.464 (4.370)] [KD 3.802 (3.904)] +2024-10-13 17:10:00,256 - Train: 77.42% [968550/1251000] [774.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.000388] [CE 4.401 (4.399)] [KD 3.748 (3.932)] +2024-10-13 17:10:07,944 - Train: 77.43% [968600/1251000] [774.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000388] [CE 4.431 (4.413)] [KD 3.904 (3.935)] +2024-10-13 17:10:15,557 - Train: 77.43% [968650/1251000] [774.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000388] [CE 4.554 (4.424)] [KD 4.028 (3.932)] +2024-10-13 17:10:22,964 - Train: 77.43% [968700/1251000] [774.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.000388] [CE 4.481 (4.458)] [KD 3.968 (3.981)] +2024-10-13 17:10:30,586 - Train: 77.44% [968750/1251000] [774.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000388] [CE 4.705 (4.472)] [KD 4.061 (3.996)] +2024-10-13 17:10:38,014 - Train: 77.44% [968800/1251000] [774.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000388] [CE 4.076 (4.316)] [KD 4.006 (3.895)] +2024-10-13 17:10:45,595 - Train: 77.45% [968850/1251000] [774.5/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000387] [CE 4.115 (4.378)] [KD 3.651 (3.944)] +2024-10-13 17:10:53,187 - Train: 77.45% [968900/1251000] [774.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000387] [CE 3.985 (4.367)] [KD 3.835 (3.912)] +2024-10-13 17:11:00,752 - Train: 77.45% [968950/1251000] [774.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000387] [CE 4.493 (4.421)] [KD 3.956 (3.955)] +2024-10-13 17:11:08,500 - Train: 77.46% [969000/1251000] [774.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000387] [CE 4.947 (4.410)] [KD 4.227 (3.935)] +2024-10-13 17:11:16,084 - Train: 77.46% [969050/1251000] [774.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000387] [CE 4.381 (4.394)] [KD 3.839 (3.928)] +2024-10-13 17:11:23,530 - Train: 77.47% [969100/1251000] [774.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.000387] [CE 4.693 (4.383)] [KD 4.297 (3.933)] +2024-10-13 17:11:30,961 - Train: 77.47% [969150/1251000] [774.7/1000.0] [batch_t 0.154 (0.148)] [data_t 0.006] [optim_t 0.148] [lr 0.000387] [CE 3.978 (4.287)] [KD 3.731 (3.868)] +2024-10-13 17:11:38,752 - Train: 77.47% [969200/1251000] [774.7/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.000387] [CE 4.661 (4.374)] [KD 3.956 (3.971)] +2024-10-13 17:11:46,369 - Train: 77.48% [969250/1251000] [774.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000386] [CE 4.443 (4.442)] [KD 4.031 (3.977)] +2024-10-13 17:11:53,892 - Train: 77.48% [969300/1251000] [774.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000386] [CE 4.247 (4.383)] [KD 3.737 (3.935)] +2024-10-13 17:12:01,453 - Train: 77.49% [969350/1251000] [774.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.000386] [CE 4.022 (4.360)] [KD 3.623 (3.926)] +2024-10-13 17:12:09,041 - Train: 77.49% [969400/1251000] [774.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.008] [optim_t 0.141] [lr 0.000386] [CE 4.374 (4.428)] [KD 4.222 (3.976)] +2024-10-13 17:12:16,697 - Train: 77.49% [969450/1251000] [774.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000386] [CE 4.142 (4.397)] [KD 3.839 (3.933)] +2024-10-13 17:12:24,259 - Train: 77.50% [969500/1251000] [775.0/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000386] [CE 4.653 (4.377)] [KD 4.151 (3.955)] +2024-10-13 17:12:33,608 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.109)] [top1_cnt 35597] [top5_cnt 45006] [top_all 50000] +2024-10-13 17:12:33,608 - net: 71.194 (90.012) +2024-10-13 17:12:39,392 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37285] [top5_cnt 46029] [top_all 50000] +2024-10-13 17:12:39,393 - net_E: 74.570 (92.058) +2024-10-13 17:12:39,520 - Max [top1: 71.846 (epoch: 763)] [top1-ema: 74.610 (epoch: 771)] +2024-10-13 17:12:39,520 - ==> Total time: 1 day, 19:25:30 Eta: 12:36:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 17:12:45,214 - Train: 77.50% [969550/1251000] [775.0/1000.0] [batch_t 0.145 (0.160)] [data_t 0.005] [optim_t 0.140] [lr 0.000386] [CE 4.247 (4.354)] [KD 3.908 (3.942)] +2024-10-13 17:12:52,849 - Train: 77.51% [969600/1251000] [775.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.000386] [CE 4.210 (4.419)] [KD 3.922 (3.940)] +2024-10-13 17:13:00,202 - Train: 77.51% [969650/1251000] [775.1/1000.0] [batch_t 0.144 (0.147)] [data_t 0.004] [optim_t 0.140] [lr 0.000385] [CE 4.108 (4.370)] [KD 3.781 (3.896)] +2024-10-13 17:13:07,998 - Train: 77.51% [969700/1251000] [775.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000385] [CE 4.785 (4.418)] [KD 4.057 (3.929)] +2024-10-13 17:13:15,482 - Train: 77.52% [969750/1251000] [775.2/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.000385] [CE 4.608 (4.469)] [KD 4.184 (3.989)] +2024-10-13 17:13:22,862 - Train: 77.52% [969800/1251000] [775.2/1000.0] [batch_t 0.144 (0.147)] [data_t 0.004] [optim_t 0.140] [lr 0.000385] [CE 4.399 (4.383)] [KD 4.014 (3.933)] +2024-10-13 17:13:30,370 - Train: 77.53% [969850/1251000] [775.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000385] [CE 4.762 (4.425)] [KD 4.214 (3.948)] +2024-10-13 17:13:37,973 - Train: 77.53% [969900/1251000] [775.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.000385] [CE 4.475 (4.384)] [KD 3.950 (3.959)] +2024-10-13 17:13:45,393 - Train: 77.53% [969950/1251000] [775.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000385] [CE 4.223 (4.430)] [KD 3.805 (3.986)] +2024-10-13 17:13:53,142 - Train: 77.54% [970000/1251000] [775.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000385] [CE 4.644 (4.370)] [KD 4.047 (3.907)] +2024-10-13 17:14:00,793 - Train: 77.54% [970050/1251000] [775.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000385] [CE 4.639 (4.443)] [KD 4.305 (4.006)] +2024-10-13 17:14:08,186 - Train: 77.55% [970100/1251000] [775.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000384] [CE 4.104 (4.491)] [KD 3.841 (4.009)] +2024-10-13 17:14:15,595 - Train: 77.55% [970150/1251000] [775.5/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.000384] [CE 4.290 (4.436)] [KD 3.981 (3.998)] +2024-10-13 17:14:23,089 - Train: 77.55% [970200/1251000] [775.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000384] [CE 4.470 (4.480)] [KD 3.936 (3.995)] +2024-10-13 17:14:30,702 - Train: 77.56% [970250/1251000] [775.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000384] [CE 4.517 (4.372)] [KD 3.981 (3.906)] +2024-10-13 17:14:38,313 - Train: 77.56% [970300/1251000] [775.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000384] [CE 3.743 (4.464)] [KD 3.495 (3.974)] +2024-10-13 17:14:45,918 - Train: 77.57% [970350/1251000] [775.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000384] [CE 4.439 (4.380)] [KD 3.898 (3.946)] +2024-10-13 17:14:53,514 - Train: 77.57% [970400/1251000] [775.7/1000.0] [batch_t 0.256 (0.152)] [data_t 0.003] [optim_t 0.253] [lr 0.000384] [CE 4.116 (4.367)] [KD 3.894 (3.929)] +2024-10-13 17:15:01,161 - Train: 77.57% [970450/1251000] [775.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000384] [CE 4.622 (4.414)] [KD 3.737 (3.930)] +2024-10-13 17:15:08,670 - Train: 77.58% [970500/1251000] [775.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000383] [CE 4.459 (4.422)] [KD 3.922 (3.936)] +2024-10-13 17:15:16,160 - Train: 77.58% [970550/1251000] [775.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000383] [CE 4.502 (4.383)] [KD 4.092 (3.940)] +2024-10-13 17:15:23,670 - Train: 77.59% [970600/1251000] [775.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000383] [CE 4.651 (4.418)] [KD 4.019 (3.937)] +2024-10-13 17:15:31,030 - Train: 77.59% [970650/1251000] [775.9/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.000383] [CE 4.321 (4.374)] [KD 4.025 (3.894)] +2024-10-13 17:15:38,740 - Train: 77.59% [970700/1251000] [775.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000383] [CE 4.303 (4.371)] [KD 3.843 (3.896)] +2024-10-13 17:15:46,359 - Train: 77.60% [970750/1251000] [776.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000383] [CE 4.277 (4.412)] [KD 3.728 (3.981)] +2024-10-13 17:15:55,840 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35925] [top5_cnt 45350] [top_all 50000] +2024-10-13 17:15:55,840 - net: 71.850 (90.700) +2024-10-13 17:16:01,765 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37269] [top5_cnt 46016] [top_all 50000] +2024-10-13 17:16:01,766 - net_E: 74.538 (92.032) +2024-10-13 17:16:01,964 - Max [top1: 71.850 (epoch: 776)] [top1-ema: 74.610 (epoch: 771)] +2024-10-13 17:16:01,965 - ==> Total time: 1 day, 19:28:53 Eta: 12:33:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 17:16:12,424 - Train: 77.60% [970800/1251000] [776.0/1000.0] [batch_t 0.155 (0.179)] [data_t 0.004] [optim_t 0.151] [lr 0.000383] [CE 3.789 (4.498)] [KD 3.625 (3.977)] +2024-10-13 17:16:20,129 - Train: 77.61% [970850/1251000] [776.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000383] [CE 4.730 (4.314)] [KD 4.311 (3.889)] +2024-10-13 17:16:27,495 - Train: 77.61% [970900/1251000] [776.1/1000.0] [batch_t 0.144 (0.147)] [data_t 0.005] [optim_t 0.139] [lr 0.000382] [CE 4.309 (4.302)] [KD 3.740 (3.916)] +2024-10-13 17:16:34,878 - Train: 77.61% [970950/1251000] [776.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000382] [CE 3.976 (4.393)] [KD 3.693 (3.916)] +2024-10-13 17:16:42,466 - Train: 77.62% [971000/1251000] [776.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000382] [CE 3.765 (4.388)] [KD 3.635 (3.937)] +2024-10-13 17:16:50,004 - Train: 77.62% [971050/1251000] [776.2/1000.0] [batch_t 0.143 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.000382] [CE 3.975 (4.405)] [KD 3.662 (3.924)] +2024-10-13 17:16:57,536 - Train: 77.63% [971100/1251000] [776.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000382] [CE 3.905 (4.374)] [KD 3.705 (3.921)] +2024-10-13 17:17:05,126 - Train: 77.63% [971150/1251000] [776.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000382] [CE 4.725 (4.418)] [KD 4.072 (3.921)] +2024-10-13 17:17:12,603 - Train: 77.63% [971200/1251000] [776.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000382] [CE 4.495 (4.423)] [KD 4.050 (3.951)] +2024-10-13 17:17:20,200 - Train: 77.64% [971250/1251000] [776.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000382] [CE 4.136 (4.381)] [KD 3.852 (3.908)] +2024-10-13 17:17:27,937 - Train: 77.64% [971300/1251000] [776.4/1000.0] [batch_t 0.144 (0.155)] [data_t 0.004] [optim_t 0.140] [lr 0.000382] [CE 5.048 (4.432)] [KD 4.242 (3.961)] +2024-10-13 17:17:35,460 - Train: 77.65% [971350/1251000] [776.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000381] [CE 4.340 (4.418)] [KD 3.931 (3.955)] +2024-10-13 17:17:42,967 - Train: 77.65% [971400/1251000] [776.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000381] [CE 4.510 (4.367)] [KD 3.849 (3.910)] +2024-10-13 17:17:50,416 - Train: 77.65% [971450/1251000] [776.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000381] [CE 4.219 (4.378)] [KD 3.824 (3.908)] +2024-10-13 17:17:58,055 - Train: 77.66% [971500/1251000] [776.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000381] [CE 4.779 (4.361)] [KD 4.355 (3.916)] +2024-10-13 17:18:05,682 - Train: 77.66% [971550/1251000] [776.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000381] [CE 4.390 (4.428)] [KD 4.146 (3.939)] +2024-10-13 17:18:13,259 - Train: 77.67% [971600/1251000] [776.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000381] [CE 4.650 (4.399)] [KD 3.960 (3.881)] +2024-10-13 17:18:20,892 - Train: 77.67% [971650/1251000] [776.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000381] [CE 4.494 (4.312)] [KD 4.053 (3.927)] +2024-10-13 17:18:28,593 - Train: 77.67% [971700/1251000] [776.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.006] [optim_t 0.146] [lr 0.000381] [CE 3.911 (4.421)] [KD 3.468 (3.902)] +2024-10-13 17:18:36,279 - Train: 77.68% [971750/1251000] [776.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000380] [CE 4.369 (4.389)] [KD 4.250 (3.908)] +2024-10-13 17:18:43,689 - Train: 77.68% [971800/1251000] [776.8/1000.0] [batch_t 0.157 (0.148)] [data_t 0.004] [optim_t 0.153] [lr 0.000380] [CE 4.208 (4.438)] [KD 3.874 (3.988)] +2024-10-13 17:18:51,071 - Train: 77.69% [971850/1251000] [776.9/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.000380] [CE 3.893 (4.446)] [KD 3.682 (3.938)] +2024-10-13 17:18:58,588 - Train: 77.69% [971900/1251000] [776.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000380] [CE 4.043 (4.381)] [KD 3.634 (3.946)] +2024-10-13 17:19:06,301 - Train: 77.69% [971950/1251000] [776.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000380] [CE 4.672 (4.494)] [KD 4.225 (3.967)] +2024-10-13 17:19:13,845 - Train: 77.70% [972000/1251000] [777.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000380] [CE 4.239 (4.391)] [KD 3.873 (3.952)] +2024-10-13 17:19:23,395 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35765] [top5_cnt 45204] [top_all 50000] +2024-10-13 17:19:23,396 - net: 71.530 (90.408) +2024-10-13 17:19:29,345 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37304] [top5_cnt 46026] [top_all 50000] +2024-10-13 17:19:29,345 - net_E: 74.608 (92.052) +2024-10-13 17:19:29,507 - Max [top1: 71.850 (epoch: 776)] [top1-ema: 74.610 (epoch: 771)] +2024-10-13 17:19:29,507 - ==> Total time: 1 day, 19:32:20 Eta: 12:29:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 17:19:35,111 - Train: 77.70% [972050/1251000] [777.0/1000.0] [batch_t 0.150 (0.178)] [data_t 0.003] [optim_t 0.147] [lr 0.000380] [CE 4.248 (4.390)] [KD 3.791 (3.883)] +2024-10-13 17:19:42,631 - Train: 77.71% [972100/1251000] [777.1/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000380] [CE 4.319 (4.434)] [KD 3.525 (3.951)] +2024-10-13 17:19:50,314 - Train: 77.71% [972150/1251000] [777.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000379] [CE 4.374 (4.364)] [KD 3.964 (3.896)] +2024-10-13 17:19:57,744 - Train: 77.71% [972200/1251000] [777.1/1000.0] [batch_t 0.150 (0.148)] [data_t 0.003] [optim_t 0.147] [lr 0.000379] [CE 5.224 (4.366)] [KD 4.310 (3.866)] +2024-10-13 17:20:05,159 - Train: 77.72% [972250/1251000] [777.2/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.000379] [CE 3.957 (4.319)] [KD 3.623 (3.850)] +2024-10-13 17:20:12,785 - Train: 77.72% [972300/1251000] [777.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000379] [CE 4.671 (4.483)] [KD 4.123 (3.944)] +2024-10-13 17:20:20,655 - Train: 77.73% [972350/1251000] [777.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000379] [CE 4.476 (4.359)] [KD 4.022 (3.923)] +2024-10-13 17:20:28,451 - Train: 77.73% [972400/1251000] [777.3/1000.0] [batch_t 0.145 (0.156)] [data_t 0.005] [optim_t 0.140] [lr 0.000379] [CE 4.596 (4.414)] [KD 4.343 (3.962)] +2024-10-13 17:20:36,047 - Train: 77.73% [972450/1251000] [777.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000379] [CE 3.947 (4.376)] [KD 3.849 (3.916)] +2024-10-13 17:20:43,592 - Train: 77.74% [972500/1251000] [777.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000379] [CE 4.402 (4.456)] [KD 3.927 (3.957)] +2024-10-13 17:20:51,050 - Train: 77.74% [972550/1251000] [777.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000379] [CE 4.261 (4.403)] [KD 3.910 (3.937)] +2024-10-13 17:20:58,609 - Train: 77.75% [972600/1251000] [777.5/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000378] [CE 4.393 (4.440)] [KD 4.009 (3.933)] +2024-10-13 17:21:06,023 - Train: 77.75% [972650/1251000] [777.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.000378] [CE 4.032 (4.328)] [KD 3.774 (3.903)] +2024-10-13 17:21:13,614 - Train: 77.75% [972700/1251000] [777.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.000378] [CE 4.110 (4.425)] [KD 3.632 (3.902)] +2024-10-13 17:21:21,382 - Train: 77.76% [972750/1251000] [777.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000378] [CE 4.441 (4.401)] [KD 4.157 (3.985)] +2024-10-13 17:21:29,007 - Train: 77.76% [972800/1251000] [777.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000378] [CE 3.704 (4.369)] [KD 3.617 (3.927)] +2024-10-13 17:21:36,452 - Train: 77.77% [972850/1251000] [777.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.000378] [CE 4.526 (4.447)] [KD 3.933 (3.966)] +2024-10-13 17:21:44,006 - Train: 77.77% [972900/1251000] [777.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000378] [CE 4.715 (4.419)] [KD 4.174 (3.956)] +2024-10-13 17:21:51,678 - Train: 77.77% [972950/1251000] [777.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000378] [CE 4.126 (4.447)] [KD 3.668 (3.969)] +2024-10-13 17:21:59,362 - Train: 77.78% [973000/1251000] [777.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000377] [CE 4.171 (4.430)] [KD 3.867 (3.962)] +2024-10-13 17:22:06,806 - Train: 77.78% [973050/1251000] [777.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000377] [CE 3.996 (4.447)] [KD 3.829 (3.943)] +2024-10-13 17:22:14,431 - Train: 77.79% [973100/1251000] [777.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000377] [CE 4.353 (4.435)] [KD 3.853 (3.927)] +2024-10-13 17:22:21,998 - Train: 77.79% [973150/1251000] [777.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000377] [CE 4.670 (4.422)] [KD 4.079 (3.980)] +2024-10-13 17:22:29,496 - Train: 77.79% [973200/1251000] [777.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000377] [CE 4.359 (4.402)] [KD 3.705 (3.937)] +2024-10-13 17:22:37,002 - Train: 77.80% [973250/1251000] [778.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000377] [CE 4.663 (4.434)] [KD 4.113 (3.984)] +2024-10-13 17:22:46,700 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 36063] [top5_cnt 45280] [top_all 50000] +2024-10-13 17:22:46,701 - net: 72.126 (90.560) +2024-10-13 17:22:52,717 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 37293] [top5_cnt 46023] [top_all 50000] +2024-10-13 17:22:52,718 - net_E: 74.586 (92.046) +2024-10-13 17:22:52,896 - Max [top1: 72.126 (epoch: 778)] [top1-ema: 74.610 (epoch: 771)] +2024-10-13 17:22:52,896 - ==> Total time: 1 day, 19:35:43 Eta: 12:26:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 17:22:59,346 - Train: 77.80% [973300/1251000] [778.0/1000.0] [batch_t 0.145 (0.183)] [data_t 0.003] [optim_t 0.143] [lr 0.000377] [CE 5.067 (4.454)] [KD 4.043 (3.929)] +2024-10-13 17:23:06,777 - Train: 77.81% [973350/1251000] [778.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000377] [CE 3.851 (4.374)] [KD 3.688 (3.903)] +2024-10-13 17:23:14,575 - Train: 77.81% [973400/1251000] [778.1/1000.0] [batch_t 0.157 (0.156)] [data_t 0.004] [optim_t 0.154] [lr 0.000376] [CE 4.587 (4.414)] [KD 4.128 (3.911)] +2024-10-13 17:23:22,145 - Train: 77.81% [973450/1251000] [778.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000376] [CE 4.248 (4.444)] [KD 3.835 (3.951)] +2024-10-13 17:23:29,870 - Train: 77.82% [973500/1251000] [778.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000376] [CE 4.387 (4.397)] [KD 3.975 (3.896)] +2024-10-13 17:23:37,374 - Train: 77.82% [973550/1251000] [778.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.007] [optim_t 0.144] [lr 0.000376] [CE 5.017 (4.371)] [KD 4.463 (3.872)] +2024-10-13 17:23:44,876 - Train: 77.83% [973600/1251000] [778.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000376] [CE 5.186 (4.452)] [KD 4.399 (3.899)] +2024-10-13 17:23:52,420 - Train: 77.83% [973650/1251000] [778.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000376] [CE 4.291 (4.436)] [KD 3.824 (3.959)] +2024-10-13 17:23:59,829 - Train: 77.83% [973700/1251000] [778.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000376] [CE 4.219 (4.431)] [KD 3.974 (3.943)] +2024-10-13 17:24:07,520 - Train: 77.84% [973750/1251000] [778.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000376] [CE 4.818 (4.390)] [KD 4.018 (3.928)] +2024-10-13 17:24:15,192 - Train: 77.84% [973800/1251000] [778.4/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000376] [CE 4.109 (4.381)] [KD 3.612 (3.921)] +2024-10-13 17:24:22,734 - Train: 77.85% [973850/1251000] [778.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000375] [CE 4.872 (4.381)] [KD 4.146 (3.915)] +2024-10-13 17:24:30,298 - Train: 77.85% [973900/1251000] [778.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000375] [CE 3.798 (4.481)] [KD 3.452 (3.936)] +2024-10-13 17:24:37,670 - Train: 77.85% [973950/1251000] [778.5/1000.0] [batch_t 0.147 (0.147)] [data_t 0.008] [optim_t 0.139] [lr 0.000375] [CE 4.671 (4.416)] [KD 4.113 (3.895)] +2024-10-13 17:24:45,044 - Train: 77.86% [974000/1251000] [778.6/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.000375] [CE 4.351 (4.304)] [KD 3.833 (3.856)] +2024-10-13 17:24:52,575 - Train: 77.86% [974050/1251000] [778.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000375] [CE 4.277 (4.339)] [KD 3.876 (3.894)] +2024-10-13 17:24:59,942 - Train: 77.87% [974100/1251000] [778.7/1000.0] [batch_t 0.154 (0.147)] [data_t 0.006] [optim_t 0.148] [lr 0.000375] [CE 4.167 (4.453)] [KD 3.829 (3.945)] +2024-10-13 17:25:07,725 - Train: 77.87% [974150/1251000] [778.7/1000.0] [batch_t 0.155 (0.156)] [data_t 0.003] [optim_t 0.152] [lr 0.000375] [CE 4.250 (4.377)] [KD 3.617 (3.907)] +2024-10-13 17:25:15,369 - Train: 77.87% [974200/1251000] [778.7/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.000375] [CE 4.061 (4.385)] [KD 3.867 (3.912)] +2024-10-13 17:25:22,951 - Train: 77.88% [974250/1251000] [778.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.000374] [CE 4.664 (4.495)] [KD 3.878 (3.953)] +2024-10-13 17:25:30,318 - Train: 77.88% [974300/1251000] [778.8/1000.0] [batch_t 0.145 (0.147)] [data_t 0.004] [optim_t 0.140] [lr 0.000374] [CE 4.877 (4.381)] [KD 4.372 (3.923)] +2024-10-13 17:25:37,797 - Train: 77.89% [974350/1251000] [778.9/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.000374] [CE 4.530 (4.361)] [KD 4.214 (3.906)] +2024-10-13 17:25:45,197 - Train: 77.89% [974400/1251000] [778.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.007] [optim_t 0.141] [lr 0.000374] [CE 4.292 (4.383)] [KD 4.004 (3.923)] +2024-10-13 17:25:52,673 - Train: 77.89% [974450/1251000] [778.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000374] [CE 4.522 (4.464)] [KD 4.113 (3.972)] +2024-10-13 17:26:00,069 - Train: 77.90% [974500/1251000] [779.0/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000374] [CE 4.150 (4.392)] [KD 3.508 (3.898)] +2024-10-13 17:26:10,048 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 35999] [top5_cnt 45316] [top_all 50000] +2024-10-13 17:26:10,048 - net: 71.998 (90.632) +2024-10-13 17:26:15,893 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37297] [top5_cnt 46018] [top_all 50000] +2024-10-13 17:26:15,893 - net_E: 74.594 (92.036) +2024-10-13 17:26:16,031 - Max [top1: 72.126 (epoch: 778)] [top1-ema: 74.610 (epoch: 771)] +2024-10-13 17:26:16,031 - ==> Total time: 1 day, 19:39:07 Eta: 12:23:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 17:26:21,673 - Train: 77.90% [974550/1251000] [779.0/1000.0] [batch_t 0.143 (0.185)] [data_t 0.005] [optim_t 0.138] [lr 0.000374] [CE 4.325 (4.382)] [KD 3.804 (3.873)] +2024-10-13 17:26:29,070 - Train: 77.91% [974600/1251000] [779.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000374] [CE 4.284 (4.378)] [KD 3.656 (3.887)] +2024-10-13 17:26:37,015 - Train: 77.91% [974650/1251000] [779.1/1000.0] [batch_t 0.148 (0.159)] [data_t 0.005] [optim_t 0.143] [lr 0.000373] [CE 4.719 (4.458)] [KD 4.342 (3.893)] +2024-10-13 17:26:44,394 - Train: 77.91% [974700/1251000] [779.1/1000.0] [batch_t 0.147 (0.147)] [data_t 0.003] [optim_t 0.144] [lr 0.000373] [CE 4.628 (4.342)] [KD 4.234 (3.903)] +2024-10-13 17:26:51,901 - Train: 77.92% [974750/1251000] [779.2/1000.0] [batch_t 0.287 (0.150)] [data_t 0.004] [optim_t 0.283] [lr 0.000373] [CE 4.819 (4.360)] [KD 4.353 (3.877)] +2024-10-13 17:26:59,314 - Train: 77.92% [974800/1251000] [779.2/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000373] [CE 4.487 (4.448)] [KD 3.823 (3.975)] +2024-10-13 17:27:06,995 - Train: 77.93% [974850/1251000] [779.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000373] [CE 4.733 (4.439)] [KD 4.066 (3.955)] +2024-10-13 17:27:14,508 - Train: 77.93% [974900/1251000] [779.3/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000373] [CE 3.985 (4.378)] [KD 3.467 (3.935)] +2024-10-13 17:27:21,975 - Train: 77.93% [974950/1251000] [779.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000373] [CE 4.892 (4.411)] [KD 4.287 (3.887)] +2024-10-13 17:27:29,626 - Train: 77.94% [975000/1251000] [779.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000373] [CE 4.575 (4.419)] [KD 4.023 (3.936)] +2024-10-13 17:27:37,275 - Train: 77.94% [975050/1251000] [779.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000373] [CE 4.649 (4.400)] [KD 4.080 (3.946)] +2024-10-13 17:27:45,167 - Train: 77.95% [975100/1251000] [779.5/1000.0] [batch_t 0.146 (0.158)] [data_t 0.005] [optim_t 0.142] [lr 0.000372] [CE 3.868 (4.400)] [KD 3.616 (3.929)] +2024-10-13 17:27:52,580 - Train: 77.95% [975150/1251000] [779.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000372] [CE 4.602 (4.361)] [KD 4.312 (3.923)] +2024-10-13 17:28:00,144 - Train: 77.95% [975200/1251000] [779.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000372] [CE 4.555 (4.416)] [KD 3.860 (3.915)] +2024-10-13 17:28:07,644 - Train: 77.96% [975250/1251000] [779.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000372] [CE 3.883 (4.490)] [KD 3.677 (3.946)] +2024-10-13 17:28:15,054 - Train: 77.96% [975300/1251000] [779.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000372] [CE 4.912 (4.478)] [KD 4.056 (3.970)] +2024-10-13 17:28:22,484 - Train: 77.97% [975350/1251000] [779.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000372] [CE 5.044 (4.458)] [KD 4.219 (3.941)] +2024-10-13 17:28:30,263 - Train: 77.97% [975400/1251000] [779.7/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.000372] [CE 4.584 (4.445)] [KD 4.291 (3.971)] +2024-10-13 17:28:37,800 - Train: 77.97% [975450/1251000] [779.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.007] [optim_t 0.146] [lr 0.000372] [CE 4.867 (4.405)] [KD 4.287 (3.904)] +2024-10-13 17:28:45,625 - Train: 77.98% [975500/1251000] [779.8/1000.0] [batch_t 0.144 (0.156)] [data_t 0.005] [optim_t 0.139] [lr 0.000371] [CE 4.723 (4.439)] [KD 3.878 (3.928)] +2024-10-13 17:28:53,008 - Train: 77.98% [975550/1251000] [779.8/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.000371] [CE 4.491 (4.415)] [KD 3.884 (3.957)] +2024-10-13 17:29:00,622 - Train: 77.99% [975600/1251000] [779.9/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.000371] [CE 4.496 (4.454)] [KD 4.008 (3.951)] +2024-10-13 17:29:08,078 - Train: 77.99% [975650/1251000] [779.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.000371] [CE 4.916 (4.421)] [KD 4.223 (3.938)] +2024-10-13 17:29:15,496 - Train: 77.99% [975700/1251000] [779.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000371] [CE 4.490 (4.451)] [KD 3.942 (3.919)] +2024-10-13 17:29:22,950 - Train: 78.00% [975750/1251000] [780.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000371] [CE 4.376 (4.438)] [KD 4.016 (3.965)] +2024-10-13 17:29:32,952 - Test (net): 100.00% [50/50] [batch_t 0.029 (0.106)] [top1_cnt 35852] [top5_cnt 45207] [top_all 50000] +2024-10-13 17:29:32,952 - net: 71.704 (90.414) +2024-10-13 17:29:38,829 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 37332] [top5_cnt 45985] [top_all 50000] +2024-10-13 17:29:38,829 - net_E: 74.664 (91.970) +2024-10-13 17:29:38,964 - Max [top1: 72.126 (epoch: 778)] [top1-ema: 74.664 (epoch: 780)] +2024-10-13 17:29:38,964 - ==> Total time: 1 day, 19:42:30 Eta: 12:19:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 17:29:46,290 - Train: 78.00% [975800/1251000] [780.0/1000.0] [batch_t 0.147 (0.184)] [data_t 0.004] [optim_t 0.143] [lr 0.000371] [CE 4.202 (4.302)] [KD 3.898 (3.868)] +2024-10-13 17:29:53,955 - Train: 78.01% [975850/1251000] [780.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000371] [CE 4.476 (4.375)] [KD 3.956 (3.941)] +2024-10-13 17:30:01,713 - Train: 78.01% [975900/1251000] [780.1/1000.0] [batch_t 0.145 (0.155)] [data_t 0.003] [optim_t 0.142] [lr 0.000371] [CE 4.651 (4.402)] [KD 3.937 (3.909)] +2024-10-13 17:30:09,226 - Train: 78.01% [975950/1251000] [780.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000370] [CE 4.441 (4.382)] [KD 3.990 (3.904)] +2024-10-13 17:30:16,808 - Train: 78.02% [976000/1251000] [780.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000370] [CE 4.385 (4.379)] [KD 4.005 (3.904)] +2024-10-13 17:30:24,218 - Train: 78.02% [976050/1251000] [780.2/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.000370] [CE 4.284 (4.341)] [KD 3.647 (3.885)] +2024-10-13 17:30:31,865 - Train: 78.03% [976100/1251000] [780.3/1000.0] [batch_t 0.158 (0.153)] [data_t 0.004] [optim_t 0.154] [lr 0.000370] [CE 4.098 (4.359)] [KD 3.730 (3.880)] +2024-10-13 17:30:39,418 - Train: 78.03% [976150/1251000] [780.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000370] [CE 4.454 (4.369)] [KD 4.255 (3.893)] +2024-10-13 17:30:46,994 - Train: 78.03% [976200/1251000] [780.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000370] [CE 4.793 (4.367)] [KD 4.192 (3.896)] +2024-10-13 17:30:54,778 - Train: 78.04% [976250/1251000] [780.4/1000.0] [batch_t 0.147 (0.156)] [data_t 0.006] [optim_t 0.141] [lr 0.000370] [CE 4.963 (4.484)] [KD 4.437 (3.984)] +2024-10-13 17:31:02,227 - Train: 78.04% [976300/1251000] [780.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000370] [CE 4.668 (4.399)] [KD 4.137 (3.885)] +2024-10-13 17:31:09,725 - Train: 78.05% [976350/1251000] [780.5/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.000369] [CE 4.201 (4.393)] [KD 3.710 (3.937)] +2024-10-13 17:31:17,516 - Train: 78.05% [976400/1251000] [780.5/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000369] [CE 4.349 (4.402)] [KD 3.965 (3.926)] +2024-10-13 17:31:25,148 - Train: 78.05% [976450/1251000] [780.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000369] [CE 4.680 (4.428)] [KD 4.060 (3.942)] +2024-10-13 17:31:32,635 - Train: 78.06% [976500/1251000] [780.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000369] [CE 4.623 (4.431)] [KD 4.227 (3.931)] +2024-10-13 17:31:40,098 - Train: 78.06% [976550/1251000] [780.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000369] [CE 4.418 (4.392)] [KD 4.064 (3.935)] +2024-10-13 17:31:47,711 - Train: 78.07% [976600/1251000] [780.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000369] [CE 4.354 (4.353)] [KD 3.834 (3.881)] +2024-10-13 17:31:55,530 - Train: 78.07% [976650/1251000] [780.7/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.000369] [CE 4.598 (4.385)] [KD 4.128 (3.912)] +2024-10-13 17:32:03,123 - Train: 78.07% [976700/1251000] [780.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.000369] [CE 4.354 (4.412)] [KD 3.833 (3.950)] +2024-10-13 17:32:10,836 - Train: 78.08% [976750/1251000] [780.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.000368] [CE 4.546 (4.410)] [KD 4.073 (3.895)] +2024-10-13 17:32:18,284 - Train: 78.08% [976800/1251000] [780.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.000368] [CE 4.372 (4.458)] [KD 3.749 (3.982)] +2024-10-13 17:32:25,840 - Train: 78.09% [976850/1251000] [780.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000368] [CE 3.947 (4.386)] [KD 3.515 (3.924)] +2024-10-13 17:32:33,248 - Train: 78.09% [976900/1251000] [780.9/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.139] [lr 0.000368] [CE 4.534 (4.445)] [KD 4.016 (3.948)] +2024-10-13 17:32:41,030 - Train: 78.09% [976950/1251000] [780.9/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000368] [CE 4.749 (4.371)] [KD 4.352 (3.896)] +2024-10-13 17:32:48,449 - Train: 78.10% [977000/1251000] [781.0/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000368] [CE 4.217 (4.423)] [KD 3.856 (3.945)] +2024-10-13 17:32:58,813 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 35253] [top5_cnt 44822] [top_all 50000] +2024-10-13 17:32:58,814 - net: 70.506 (89.644) +2024-10-13 17:33:04,666 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37314] [top5_cnt 46005] [top_all 50000] +2024-10-13 17:33:04,666 - net_E: 74.628 (92.010) +2024-10-13 17:33:04,784 - Max [top1: 72.126 (epoch: 778)] [top1-ema: 74.664 (epoch: 780)] +2024-10-13 17:33:04,784 - ==> Total time: 1 day, 19:45:55 Eta: 12:16:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 17:33:11,686 - Train: 78.10% [977050/1251000] [781.0/1000.0] [batch_t 0.146 (0.174)] [data_t 0.004] [optim_t 0.142] [lr 0.000368] [CE 4.820 (4.319)] [KD 4.203 (3.880)] +2024-10-13 17:33:19,213 - Train: 78.11% [977100/1251000] [781.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000368] [CE 4.511 (4.382)] [KD 3.756 (3.935)] +2024-10-13 17:33:26,873 - Train: 78.11% [977150/1251000] [781.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000368] [CE 4.569 (4.387)] [KD 3.921 (3.905)] +2024-10-13 17:33:34,311 - Train: 78.11% [977200/1251000] [781.1/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.139] [lr 0.000367] [CE 4.314 (4.392)] [KD 3.671 (3.905)] +2024-10-13 17:33:41,964 - Train: 78.12% [977250/1251000] [781.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000367] [CE 4.503 (4.348)] [KD 3.936 (3.883)] +2024-10-13 17:33:49,574 - Train: 78.12% [977300/1251000] [781.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.000367] [CE 3.945 (4.459)] [KD 3.506 (3.957)] +2024-10-13 17:33:57,267 - Train: 78.13% [977350/1251000] [781.3/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.000367] [CE 3.980 (4.400)] [KD 3.679 (3.932)] +2024-10-13 17:34:04,729 - Train: 78.13% [977400/1251000] [781.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000367] [CE 3.886 (4.402)] [KD 3.604 (3.893)] +2024-10-13 17:34:12,441 - Train: 78.13% [977450/1251000] [781.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.000367] [CE 4.404 (4.416)] [KD 3.855 (3.940)] +2024-10-13 17:34:20,026 - Train: 78.14% [977500/1251000] [781.4/1000.0] [batch_t 0.273 (0.152)] [data_t 0.005] [optim_t 0.269] [lr 0.000367] [CE 4.178 (4.368)] [KD 3.721 (3.882)] +2024-10-13 17:34:27,549 - Train: 78.14% [977550/1251000] [781.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000367] [CE 4.482 (4.427)] [KD 4.084 (3.936)] +2024-10-13 17:34:35,220 - Train: 78.15% [977600/1251000] [781.5/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000366] [CE 4.319 (4.520)] [KD 3.943 (3.996)] +2024-10-13 17:34:42,739 - Train: 78.15% [977650/1251000] [781.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.000366] [CE 4.132 (4.407)] [KD 3.682 (3.900)] +2024-10-13 17:34:50,492 - Train: 78.15% [977700/1251000] [781.5/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.000366] [CE 4.168 (4.488)] [KD 3.872 (3.973)] +2024-10-13 17:34:58,048 - Train: 78.16% [977750/1251000] [781.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000366] [CE 4.416 (4.383)] [KD 3.819 (3.875)] +2024-10-13 17:35:05,523 - Train: 78.16% [977800/1251000] [781.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000366] [CE 4.274 (4.347)] [KD 3.853 (3.888)] +2024-10-13 17:35:13,070 - Train: 78.17% [977850/1251000] [781.7/1000.0] [batch_t 0.265 (0.151)] [data_t 0.005] [optim_t 0.260] [lr 0.000366] [CE 4.590 (4.339)] [KD 3.997 (3.849)] +2024-10-13 17:35:20,537 - Train: 78.17% [977900/1251000] [781.7/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000366] [CE 4.068 (4.430)] [KD 3.588 (3.895)] +2024-10-13 17:35:28,072 - Train: 78.17% [977950/1251000] [781.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000366] [CE 4.370 (4.414)] [KD 3.947 (3.915)] +2024-10-13 17:35:35,552 - Train: 78.18% [978000/1251000] [781.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000366] [CE 4.460 (4.381)] [KD 3.817 (3.878)] +2024-10-13 17:35:42,979 - Train: 78.18% [978050/1251000] [781.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000365] [CE 4.625 (4.420)] [KD 3.941 (3.903)] +2024-10-13 17:35:50,568 - Train: 78.19% [978100/1251000] [781.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000365] [CE 4.772 (4.409)] [KD 3.936 (3.891)] +2024-10-13 17:35:58,338 - Train: 78.19% [978150/1251000] [781.9/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000365] [CE 4.737 (4.338)] [KD 4.167 (3.888)] +2024-10-13 17:36:06,078 - Train: 78.19% [978200/1251000] [781.9/1000.0] [batch_t 0.146 (0.155)] [data_t 0.006] [optim_t 0.140] [lr 0.000365] [CE 4.173 (4.450)] [KD 3.800 (3.893)] +2024-10-13 17:36:13,626 - Train: 78.20% [978250/1251000] [782.0/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.000365] [CE 4.239 (4.310)] [KD 4.169 (3.832)] +2024-10-13 17:36:24,045 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 35486] [top5_cnt 44938] [top_all 50000] +2024-10-13 17:36:24,045 - net: 70.972 (89.876) +2024-10-13 17:36:29,918 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37310] [top5_cnt 46005] [top_all 50000] +2024-10-13 17:36:29,919 - net_E: 74.620 (92.010) +2024-10-13 17:36:30,041 - Max [top1: 72.126 (epoch: 778)] [top1-ema: 74.664 (epoch: 780)] +2024-10-13 17:36:30,041 - ==> Total time: 1 day, 19:49:21 Eta: 12:12:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 17:36:34,791 - Train: 78.20% [978300/1251000] [782.0/1000.0] [batch_t 0.148 (0.181)] [data_t 0.005] [optim_t 0.143] [lr 0.000365] [CE 4.893 (4.323)] [KD 4.187 (3.817)] +2024-10-13 17:36:42,166 - Train: 78.21% [978350/1251000] [782.1/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.000365] [CE 4.248 (4.403)] [KD 3.879 (3.909)] +2024-10-13 17:36:49,702 - Train: 78.21% [978400/1251000] [782.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000365] [CE 4.844 (4.367)] [KD 3.913 (3.871)] +2024-10-13 17:36:57,239 - Train: 78.21% [978450/1251000] [782.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000364] [CE 4.330 (4.381)] [KD 3.919 (3.875)] +2024-10-13 17:37:04,808 - Train: 78.22% [978500/1251000] [782.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000364] [CE 4.462 (4.361)] [KD 3.840 (3.851)] +2024-10-13 17:37:12,787 - Train: 78.22% [978550/1251000] [782.2/1000.0] [batch_t 0.155 (0.159)] [data_t 0.004] [optim_t 0.151] [lr 0.000364] [CE 3.858 (4.399)] [KD 3.523 (3.898)] +2024-10-13 17:37:20,345 - Train: 78.23% [978600/1251000] [782.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000364] [CE 4.220 (4.443)] [KD 3.803 (3.932)] +2024-10-13 17:37:27,736 - Train: 78.23% [978650/1251000] [782.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000364] [CE 4.648 (4.382)] [KD 3.896 (3.878)] +2024-10-13 17:37:35,115 - Train: 78.23% [978700/1251000] [782.3/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.000364] [CE 4.523 (4.378)] [KD 3.834 (3.876)] +2024-10-13 17:37:42,753 - Train: 78.24% [978750/1251000] [782.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000364] [CE 4.571 (4.421)] [KD 3.855 (3.916)] +2024-10-13 17:37:50,161 - Train: 78.24% [978800/1251000] [782.4/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000364] [CE 4.074 (4.380)] [KD 3.738 (3.875)] +2024-10-13 17:37:57,844 - Train: 78.25% [978850/1251000] [782.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.000364] [CE 4.406 (4.388)] [KD 3.882 (3.889)] +2024-10-13 17:38:05,276 - Train: 78.25% [978900/1251000] [782.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000363] [CE 4.164 (4.451)] [KD 3.883 (3.939)] +2024-10-13 17:38:13,022 - Train: 78.25% [978950/1251000] [782.5/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.000363] [CE 4.498 (4.427)] [KD 3.866 (3.904)] +2024-10-13 17:38:20,540 - Train: 78.26% [979000/1251000] [782.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000363] [CE 4.556 (4.456)] [KD 3.711 (3.931)] +2024-10-13 17:38:28,270 - Train: 78.26% [979050/1251000] [782.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000363] [CE 4.295 (4.448)] [KD 4.055 (3.928)] +2024-10-13 17:38:35,630 - Train: 78.27% [979100/1251000] [782.7/1000.0] [batch_t 0.151 (0.147)] [data_t 0.005] [optim_t 0.146] [lr 0.000363] [CE 4.179 (4.403)] [KD 3.675 (3.934)] +2024-10-13 17:38:43,134 - Train: 78.27% [979150/1251000] [782.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000363] [CE 3.906 (4.349)] [KD 4.028 (3.899)] +2024-10-13 17:38:50,505 - Train: 78.27% [979200/1251000] [782.7/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.000363] [CE 4.967 (4.417)] [KD 4.343 (3.924)] +2024-10-13 17:38:58,009 - Train: 78.28% [979250/1251000] [782.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000363] [CE 5.024 (4.344)] [KD 4.335 (3.875)] +2024-10-13 17:39:05,454 - Train: 78.28% [979300/1251000] [782.8/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000362] [CE 3.910 (4.339)] [KD 3.964 (3.900)] +2024-10-13 17:39:12,953 - Train: 78.29% [979350/1251000] [782.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000362] [CE 5.014 (4.367)] [KD 4.374 (3.903)] +2024-10-13 17:39:20,791 - Train: 78.29% [979400/1251000] [782.9/1000.0] [batch_t 0.144 (0.157)] [data_t 0.006] [optim_t 0.138] [lr 0.000362] [CE 4.770 (4.416)] [KD 4.055 (3.937)] +2024-10-13 17:39:28,293 - Train: 78.29% [979450/1251000] [782.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000362] [CE 4.273 (4.433)] [KD 3.771 (3.915)] +2024-10-13 17:39:35,766 - Train: 78.30% [979500/1251000] [783.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000362] [CE 4.434 (4.332)] [KD 3.930 (3.862)] +2024-10-13 17:39:46,255 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.108)] [top1_cnt 35995] [top5_cnt 45344] [top_all 50000] +2024-10-13 17:39:46,255 - net: 71.990 (90.688) +2024-10-13 17:39:52,104 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37291] [top5_cnt 46002] [top_all 50000] +2024-10-13 17:39:52,105 - net_E: 74.582 (92.004) +2024-10-13 17:39:52,253 - Max [top1: 72.126 (epoch: 778)] [top1-ema: 74.664 (epoch: 780)] +2024-10-13 17:39:52,253 - ==> Total time: 1 day, 19:52:43 Eta: 12:09:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 17:39:56,560 - Train: 78.30% [979550/1251000] [783.0/1000.0] [batch_t 0.147 (0.171)] [data_t 0.005] [optim_t 0.143] [lr 0.000362] [CE 4.464 (4.498)] [KD 4.047 (3.956)] +2024-10-13 17:40:03,946 - Train: 78.31% [979600/1251000] [783.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000362] [CE 4.598 (4.415)] [KD 4.291 (3.898)] +2024-10-13 17:40:11,629 - Train: 78.31% [979650/1251000] [783.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.141] [lr 0.000362] [CE 3.921 (4.389)] [KD 3.795 (3.873)] +2024-10-13 17:40:19,142 - Train: 78.31% [979700/1251000] [783.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.008] [optim_t 0.141] [lr 0.000362] [CE 4.147 (4.408)] [KD 3.661 (3.913)] +2024-10-13 17:40:26,707 - Train: 78.32% [979750/1251000] [783.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000361] [CE 4.519 (4.432)] [KD 3.780 (3.881)] +2024-10-13 17:40:34,274 - Train: 78.32% [979800/1251000] [783.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000361] [CE 4.878 (4.404)] [KD 4.325 (3.898)] +2024-10-13 17:40:42,025 - Train: 78.33% [979850/1251000] [783.3/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000361] [CE 4.341 (4.380)] [KD 4.139 (3.892)] +2024-10-13 17:40:49,581 - Train: 78.33% [979900/1251000] [783.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000361] [CE 4.457 (4.326)] [KD 3.842 (3.871)] +2024-10-13 17:40:57,097 - Train: 78.33% [979950/1251000] [783.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000361] [CE 4.829 (4.367)] [KD 4.392 (3.905)] +2024-10-13 17:41:04,558 - Train: 78.34% [980000/1251000] [783.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000361] [CE 4.579 (4.464)] [KD 4.128 (3.969)] +2024-10-13 17:41:11,987 - Train: 78.34% [980050/1251000] [783.4/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.000361] [CE 4.122 (4.326)] [KD 3.668 (3.858)] +2024-10-13 17:41:19,734 - Train: 78.35% [980100/1251000] [783.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000361] [CE 4.560 (4.420)] [KD 4.016 (3.911)] +2024-10-13 17:41:27,290 - Train: 78.35% [980150/1251000] [783.5/1000.0] [batch_t 0.276 (0.151)] [data_t 0.003] [optim_t 0.273] [lr 0.000360] [CE 4.126 (4.447)] [KD 3.641 (3.919)] +2024-10-13 17:41:34,839 - Train: 78.35% [980200/1251000] [783.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000360] [CE 4.684 (4.406)] [KD 3.802 (3.895)] +2024-10-13 17:41:42,665 - Train: 78.36% [980250/1251000] [783.6/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.000360] [CE 4.197 (4.482)] [KD 3.765 (3.873)] +2024-10-13 17:41:50,358 - Train: 78.36% [980300/1251000] [783.6/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.000360] [CE 4.703 (4.384)] [KD 4.191 (3.903)] +2024-10-13 17:41:57,775 - Train: 78.37% [980350/1251000] [783.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000360] [CE 4.103 (4.456)] [KD 3.381 (3.937)] +2024-10-13 17:42:05,344 - Train: 78.37% [980400/1251000] [783.7/1000.0] [batch_t 0.275 (0.151)] [data_t 0.005] [optim_t 0.270] [lr 0.000360] [CE 4.438 (4.385)] [KD 3.894 (3.903)] +2024-10-13 17:42:12,878 - Train: 78.37% [980450/1251000] [783.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000360] [CE 4.292 (4.384)] [KD 3.980 (3.893)] +2024-10-13 17:42:20,389 - Train: 78.38% [980500/1251000] [783.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000360] [CE 4.505 (4.370)] [KD 4.077 (3.880)] +2024-10-13 17:42:27,920 - Train: 78.38% [980550/1251000] [783.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000360] [CE 4.198 (4.415)] [KD 3.679 (3.897)] +2024-10-13 17:42:35,559 - Train: 78.39% [980600/1251000] [783.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000359] [CE 4.180 (4.373)] [KD 3.980 (3.855)] +2024-10-13 17:42:43,086 - Train: 78.39% [980650/1251000] [783.9/1000.0] [batch_t 0.153 (0.150)] [data_t 0.003] [optim_t 0.150] [lr 0.000359] [CE 4.564 (4.400)] [KD 4.139 (3.924)] +2024-10-13 17:42:50,779 - Train: 78.39% [980700/1251000] [783.9/1000.0] [batch_t 0.143 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.000359] [CE 4.315 (4.444)] [KD 3.775 (3.929)] +2024-10-13 17:42:58,427 - Train: 78.40% [980750/1251000] [784.0/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000359] [CE 3.878 (4.418)] [KD 3.529 (3.941)] +2024-10-13 17:43:08,999 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 36010] [top5_cnt 45291] [top_all 50000] +2024-10-13 17:43:08,999 - net: 72.020 (90.582) +2024-10-13 17:43:14,702 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 37330] [top5_cnt 45985] [top_all 50000] +2024-10-13 17:43:14,702 - net_E: 74.660 (91.970) +2024-10-13 17:43:14,826 - Max [top1: 72.126 (epoch: 778)] [top1-ema: 74.664 (epoch: 780)] +2024-10-13 17:43:14,826 - ==> Total time: 1 day, 19:56:05 Eta: 12:06:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 17:43:19,228 - Train: 78.40% [980800/1251000] [784.0/1000.0] [batch_t 0.151 (0.180)] [data_t 0.004] [optim_t 0.147] [lr 0.000359] [CE 4.922 (4.343)] [KD 4.160 (3.752)] +2024-10-13 17:43:26,647 - Train: 78.41% [980850/1251000] [784.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.000359] [CE 3.866 (4.362)] [KD 3.704 (3.852)] +2024-10-13 17:43:34,157 - Train: 78.41% [980900/1251000] [784.1/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000359] [CE 4.205 (4.401)] [KD 3.611 (3.858)] +2024-10-13 17:43:41,645 - Train: 78.41% [980950/1251000] [784.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000359] [CE 4.709 (4.412)] [KD 4.195 (3.915)] +2024-10-13 17:43:49,150 - Train: 78.42% [981000/1251000] [784.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000358] [CE 3.860 (4.339)] [KD 3.635 (3.877)] +2024-10-13 17:43:56,719 - Train: 78.42% [981050/1251000] [784.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000358] [CE 3.915 (4.427)] [KD 3.592 (3.934)] +2024-10-13 17:44:04,594 - Train: 78.43% [981100/1251000] [784.3/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000358] [CE 4.642 (4.384)] [KD 4.304 (3.915)] +2024-10-13 17:44:12,101 - Train: 78.43% [981150/1251000] [784.3/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000358] [CE 4.851 (4.385)] [KD 4.049 (3.920)] +2024-10-13 17:44:19,599 - Train: 78.43% [981200/1251000] [784.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.007] [optim_t 0.142] [lr 0.000358] [CE 4.409 (4.374)] [KD 4.004 (3.905)] +2024-10-13 17:44:27,215 - Train: 78.44% [981250/1251000] [784.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000358] [CE 3.760 (4.410)] [KD 3.618 (3.927)] +2024-10-13 17:44:34,678 - Train: 78.44% [981300/1251000] [784.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000358] [CE 4.551 (4.315)] [KD 3.862 (3.857)] +2024-10-13 17:44:42,085 - Train: 78.45% [981350/1251000] [784.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000358] [CE 4.436 (4.423)] [KD 3.869 (3.903)] +2024-10-13 17:44:49,558 - Train: 78.45% [981400/1251000] [784.5/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.139] [lr 0.000358] [CE 4.803 (4.410)] [KD 4.193 (3.891)] +2024-10-13 17:44:57,065 - Train: 78.45% [981450/1251000] [784.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000357] [CE 4.160 (4.429)] [KD 3.762 (3.918)] +2024-10-13 17:45:04,875 - Train: 78.46% [981500/1251000] [784.6/1000.0] [batch_t 0.147 (0.156)] [data_t 0.006] [optim_t 0.141] [lr 0.000357] [CE 4.072 (4.386)] [KD 3.729 (3.903)] +2024-10-13 17:45:12,426 - Train: 78.46% [981550/1251000] [784.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000357] [CE 4.845 (4.424)] [KD 4.105 (3.884)] +2024-10-13 17:45:19,906 - Train: 78.47% [981600/1251000] [784.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.007] [optim_t 0.141] [lr 0.000357] [CE 4.195 (4.382)] [KD 3.891 (3.884)] +2024-10-13 17:45:27,458 - Train: 78.47% [981650/1251000] [784.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000357] [CE 4.574 (4.404)] [KD 4.164 (3.899)] +2024-10-13 17:45:35,062 - Train: 78.47% [981700/1251000] [784.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000357] [CE 4.053 (4.397)] [KD 3.730 (3.922)] +2024-10-13 17:45:42,517 - Train: 78.48% [981750/1251000] [784.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000357] [CE 4.156 (4.435)] [KD 3.718 (3.921)] +2024-10-13 17:45:50,022 - Train: 78.48% [981800/1251000] [784.8/1000.0] [batch_t 0.158 (0.150)] [data_t 0.005] [optim_t 0.153] [lr 0.000357] [CE 3.930 (4.382)] [KD 3.869 (3.874)] +2024-10-13 17:45:57,517 - Train: 78.49% [981850/1251000] [784.9/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.000356] [CE 4.785 (4.340)] [KD 4.348 (3.851)] +2024-10-13 17:46:05,211 - Train: 78.49% [981900/1251000] [784.9/1000.0] [batch_t 0.285 (0.154)] [data_t 0.005] [optim_t 0.280] [lr 0.000356] [CE 4.717 (4.384)] [KD 4.272 (3.888)] +2024-10-13 17:46:12,831 - Train: 78.49% [981950/1251000] [784.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000356] [CE 4.686 (4.386)] [KD 4.047 (3.904)] +2024-10-13 17:46:20,328 - Train: 78.50% [982000/1251000] [785.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000356] [CE 4.786 (4.409)] [KD 4.080 (3.864)] +2024-10-13 17:46:31,045 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35819] [top5_cnt 45205] [top_all 50000] +2024-10-13 17:46:31,045 - net: 71.638 (90.410) +2024-10-13 17:46:36,826 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 37353] [top5_cnt 45985] [top_all 50000] +2024-10-13 17:46:36,826 - net_E: 74.706 (91.970) +2024-10-13 17:46:36,965 - Max [top1: 72.126 (epoch: 778)] [top1-ema: 74.706 (epoch: 785)] +2024-10-13 17:46:36,966 - ==> Total time: 1 day, 19:59:28 Eta: 12:02:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 17:46:41,999 - Train: 78.50% [982050/1251000] [785.0/1000.0] [batch_t 0.144 (0.176)] [data_t 0.005] [optim_t 0.139] [lr 0.000356] [CE 4.425 (4.410)] [KD 3.791 (3.882)] +2024-10-13 17:46:49,631 - Train: 78.51% [982100/1251000] [785.1/1000.0] [batch_t 0.143 (0.153)] [data_t 0.003] [optim_t 0.140] [lr 0.000356] [CE 4.329 (4.435)] [KD 3.639 (3.887)] +2024-10-13 17:46:57,170 - Train: 78.51% [982150/1251000] [785.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000356] [CE 4.824 (4.366)] [KD 4.037 (3.887)] +2024-10-13 17:47:04,585 - Train: 78.51% [982200/1251000] [785.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000356] [CE 4.467 (4.322)] [KD 3.908 (3.830)] +2024-10-13 17:47:12,315 - Train: 78.52% [982250/1251000] [785.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000356] [CE 3.557 (4.362)] [KD 3.521 (3.874)] +2024-10-13 17:47:19,720 - Train: 78.52% [982300/1251000] [785.2/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.149] [lr 0.000355] [CE 4.600 (4.402)] [KD 4.160 (3.920)] +2024-10-13 17:47:27,454 - Train: 78.53% [982350/1251000] [785.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000355] [CE 4.670 (4.361)] [KD 4.023 (3.876)] +2024-10-13 17:47:34,998 - Train: 78.53% [982400/1251000] [785.3/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.000355] [CE 4.443 (4.340)] [KD 4.017 (3.851)] +2024-10-13 17:47:42,585 - Train: 78.53% [982450/1251000] [785.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000355] [CE 4.539 (4.371)] [KD 4.005 (3.875)] +2024-10-13 17:47:50,277 - Train: 78.54% [982500/1251000] [785.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000355] [CE 4.238 (4.442)] [KD 3.885 (3.875)] +2024-10-13 17:47:57,846 - Train: 78.54% [982550/1251000] [785.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000355] [CE 4.876 (4.421)] [KD 4.171 (3.913)] +2024-10-13 17:48:05,300 - Train: 78.55% [982600/1251000] [785.5/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.000355] [CE 4.325 (4.459)] [KD 3.591 (3.877)] +2024-10-13 17:48:12,751 - Train: 78.55% [982650/1251000] [785.5/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.000355] [CE 4.659 (4.455)] [KD 3.829 (3.919)] +2024-10-13 17:48:20,436 - Train: 78.55% [982700/1251000] [785.5/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000355] [CE 4.626 (4.528)] [KD 3.899 (3.979)] +2024-10-13 17:48:27,985 - Train: 78.56% [982750/1251000] [785.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000354] [CE 4.458 (4.423)] [KD 3.857 (3.929)] +2024-10-13 17:48:35,582 - Train: 78.56% [982800/1251000] [785.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000354] [CE 5.012 (4.433)] [KD 4.276 (3.891)] +2024-10-13 17:48:43,040 - Train: 78.57% [982850/1251000] [785.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.000354] [CE 4.578 (4.412)] [KD 4.168 (3.867)] +2024-10-13 17:48:50,436 - Train: 78.57% [982900/1251000] [785.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.000354] [CE 4.297 (4.379)] [KD 3.726 (3.892)] +2024-10-13 17:48:57,939 - Train: 78.57% [982950/1251000] [785.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000354] [CE 4.343 (4.467)] [KD 3.870 (3.935)] +2024-10-13 17:49:05,540 - Train: 78.58% [983000/1251000] [785.8/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000354] [CE 4.680 (4.379)] [KD 3.888 (3.865)] +2024-10-13 17:49:13,056 - Train: 78.58% [983050/1251000] [785.8/1000.0] [batch_t 0.157 (0.150)] [data_t 0.003] [optim_t 0.153] [lr 0.000354] [CE 4.342 (4.425)] [KD 3.798 (3.927)] +2024-10-13 17:49:20,656 - Train: 78.59% [983100/1251000] [785.9/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000354] [CE 4.424 (4.454)] [KD 3.736 (3.934)] +2024-10-13 17:49:28,215 - Train: 78.59% [983150/1251000] [785.9/1000.0] [batch_t 0.142 (0.151)] [data_t 0.003] [optim_t 0.139] [lr 0.000353] [CE 4.486 (4.344)] [KD 3.878 (3.848)] +2024-10-13 17:49:35,711 - Train: 78.59% [983200/1251000] [785.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.000353] [CE 5.054 (4.368)] [KD 4.213 (3.879)] +2024-10-13 17:49:43,087 - Train: 78.60% [983250/1251000] [786.0/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.000353] [CE 3.897 (4.434)] [KD 3.593 (3.894)] +2024-10-13 17:49:53,996 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 35973] [top5_cnt 45237] [top_all 50000] +2024-10-13 17:49:53,996 - net: 71.946 (90.474) +2024-10-13 17:49:59,744 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37376] [top5_cnt 46014] [top_all 50000] +2024-10-13 17:49:59,745 - net_E: 74.752 (92.028) +2024-10-13 17:49:59,853 - Max [top1: 72.126 (epoch: 778)] [top1-ema: 74.752 (epoch: 786)] +2024-10-13 17:49:59,853 - ==> Total time: 1 day, 20:02:50 Eta: 11:59:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 17:50:04,566 - Train: 78.60% [983300/1251000] [786.0/1000.0] [batch_t 0.145 (0.181)] [data_t 0.004] [optim_t 0.141] [lr 0.000353] [CE 4.849 (4.431)] [KD 4.183 (3.904)] +2024-10-13 17:50:12,214 - Train: 78.61% [983350/1251000] [786.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000353] [CE 5.137 (4.432)] [KD 4.090 (3.873)] +2024-10-13 17:50:20,002 - Train: 78.61% [983400/1251000] [786.1/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.000353] [CE 4.273 (4.389)] [KD 3.969 (3.840)] +2024-10-13 17:50:27,428 - Train: 78.61% [983450/1251000] [786.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000353] [CE 3.970 (4.317)] [KD 3.603 (3.835)] +2024-10-13 17:50:35,095 - Train: 78.62% [983500/1251000] [786.2/1000.0] [batch_t 0.288 (0.153)] [data_t 0.005] [optim_t 0.283] [lr 0.000353] [CE 4.393 (4.387)] [KD 3.930 (3.818)] +2024-10-13 17:50:42,558 - Train: 78.62% [983550/1251000] [786.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000353] [CE 4.550 (4.344)] [KD 3.693 (3.846)] +2024-10-13 17:50:49,919 - Train: 78.63% [983600/1251000] [786.3/1000.0] [batch_t 0.148 (0.147)] [data_t 0.006] [optim_t 0.142] [lr 0.000352] [CE 3.680 (4.358)] [KD 3.390 (3.829)] +2024-10-13 17:50:57,394 - Train: 78.63% [983650/1251000] [786.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.000352] [CE 4.065 (4.355)] [KD 3.805 (3.880)] +2024-10-13 17:51:04,926 - Train: 78.63% [983700/1251000] [786.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000352] [CE 4.145 (4.377)] [KD 3.749 (3.881)] +2024-10-13 17:51:12,311 - Train: 78.64% [983750/1251000] [786.4/1000.0] [batch_t 0.160 (0.148)] [data_t 0.005] [optim_t 0.156] [lr 0.000352] [CE 3.858 (4.377)] [KD 3.609 (3.829)] +2024-10-13 17:51:20,207 - Train: 78.64% [983800/1251000] [786.4/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.000352] [CE 4.603 (4.394)] [KD 3.777 (3.880)] +2024-10-13 17:51:27,880 - Train: 78.65% [983850/1251000] [786.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000352] [CE 4.859 (4.440)] [KD 4.154 (3.909)] +2024-10-13 17:51:35,383 - Train: 78.65% [983900/1251000] [786.5/1000.0] [batch_t 0.156 (0.150)] [data_t 0.005] [optim_t 0.151] [lr 0.000352] [CE 4.269 (4.381)] [KD 3.901 (3.891)] +2024-10-13 17:51:42,819 - Train: 78.65% [983950/1251000] [786.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000352] [CE 4.720 (4.438)] [KD 4.215 (3.923)] +2024-10-13 17:51:50,350 - Train: 78.66% [984000/1251000] [786.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000351] [CE 4.594 (4.449)] [KD 4.018 (3.934)] +2024-10-13 17:51:57,908 - Train: 78.66% [984050/1251000] [786.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000351] [CE 3.998 (4.381)] [KD 3.633 (3.900)] +2024-10-13 17:52:05,491 - Train: 78.67% [984100/1251000] [786.7/1000.0] [batch_t 0.145 (0.152)] [data_t 0.006] [optim_t 0.139] [lr 0.000351] [CE 4.366 (4.381)] [KD 3.794 (3.862)] +2024-10-13 17:52:12,885 - Train: 78.67% [984150/1251000] [786.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000351] [CE 4.379 (4.436)] [KD 3.689 (3.892)] +2024-10-13 17:52:20,473 - Train: 78.67% [984200/1251000] [786.7/1000.0] [batch_t 0.143 (0.152)] [data_t 0.004] [optim_t 0.139] [lr 0.000351] [CE 4.527 (4.362)] [KD 3.996 (3.851)] +2024-10-13 17:52:28,346 - Train: 78.68% [984250/1251000] [786.8/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000351] [CE 4.084 (4.410)] [KD 3.624 (3.875)] +2024-10-13 17:52:35,777 - Train: 78.68% [984300/1251000] [786.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000351] [CE 5.077 (4.439)] [KD 4.288 (3.902)] +2024-10-13 17:52:43,271 - Train: 78.69% [984350/1251000] [786.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000351] [CE 4.179 (4.342)] [KD 3.608 (3.851)] +2024-10-13 17:52:50,800 - Train: 78.69% [984400/1251000] [786.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000351] [CE 4.335 (4.410)] [KD 3.842 (3.886)] +2024-10-13 17:52:58,218 - Train: 78.69% [984450/1251000] [786.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.000350] [CE 3.904 (4.349)] [KD 3.707 (3.923)] +2024-10-13 17:53:05,652 - Train: 78.70% [984500/1251000] [787.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000350] [CE 4.264 (4.422)] [KD 3.818 (3.912)] +2024-10-13 17:53:16,692 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35897] [top5_cnt 45315] [top_all 50000] +2024-10-13 17:53:16,692 - net: 71.794 (90.630) +2024-10-13 17:53:22,577 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37392] [top5_cnt 46033] [top_all 50000] +2024-10-13 17:53:22,577 - net_E: 74.784 (92.066) +2024-10-13 17:53:22,710 - Max [top1: 72.126 (epoch: 778)] [top1-ema: 74.784 (epoch: 787)] +2024-10-13 17:53:22,710 - ==> Total time: 1 day, 20:06:13 Eta: 11:56:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 17:53:28,028 - Train: 78.70% [984550/1251000] [787.0/1000.0] [batch_t 0.146 (0.176)] [data_t 0.004] [optim_t 0.141] [lr 0.000350] [CE 4.715 (4.296)] [KD 4.020 (3.821)] +2024-10-13 17:53:35,934 - Train: 78.71% [984600/1251000] [787.1/1000.0] [batch_t 0.146 (0.158)] [data_t 0.006] [optim_t 0.141] [lr 0.000350] [CE 4.537 (4.305)] [KD 3.977 (3.778)] +2024-10-13 17:53:43,669 - Train: 78.71% [984650/1251000] [787.1/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000350] [CE 4.474 (4.381)] [KD 3.684 (3.845)] +2024-10-13 17:53:51,277 - Train: 78.71% [984700/1251000] [787.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000350] [CE 3.829 (4.306)] [KD 3.599 (3.815)] +2024-10-13 17:53:58,911 - Train: 78.72% [984750/1251000] [787.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000350] [CE 4.188 (4.446)] [KD 3.531 (3.930)] +2024-10-13 17:54:06,671 - Train: 78.72% [984800/1251000] [787.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000350] [CE 4.598 (4.351)] [KD 4.302 (3.866)] +2024-10-13 17:54:14,338 - Train: 78.73% [984850/1251000] [787.3/1000.0] [batch_t 0.160 (0.153)] [data_t 0.003] [optim_t 0.157] [lr 0.000350] [CE 4.581 (4.365)] [KD 3.884 (3.876)] +2024-10-13 17:54:22,026 - Train: 78.73% [984900/1251000] [787.3/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000349] [CE 4.659 (4.413)] [KD 4.029 (3.899)] +2024-10-13 17:54:29,952 - Train: 78.73% [984950/1251000] [787.3/1000.0] [batch_t 0.165 (0.158)] [data_t 0.004] [optim_t 0.160] [lr 0.000349] [CE 4.413 (4.369)] [KD 3.821 (3.861)] +2024-10-13 17:54:37,482 - Train: 78.74% [985000/1251000] [787.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.000349] [CE 3.805 (4.388)] [KD 3.574 (3.864)] +2024-10-13 17:54:45,146 - Train: 78.74% [985050/1251000] [787.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.000349] [CE 5.097 (4.367)] [KD 4.367 (3.879)] +2024-10-13 17:54:52,599 - Train: 78.75% [985100/1251000] [787.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000349] [CE 4.676 (4.468)] [KD 4.125 (3.945)] +2024-10-13 17:55:00,075 - Train: 78.75% [985150/1251000] [787.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000349] [CE 4.344 (4.418)] [KD 3.796 (3.892)] +2024-10-13 17:55:08,007 - Train: 78.75% [985200/1251000] [787.5/1000.0] [batch_t 0.147 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.000349] [CE 4.451 (4.416)] [KD 3.771 (3.899)] +2024-10-13 17:55:15,438 - Train: 78.76% [985250/1251000] [787.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000349] [CE 4.240 (4.331)] [KD 3.793 (3.843)] +2024-10-13 17:55:22,860 - Train: 78.76% [985300/1251000] [787.6/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.000348] [CE 4.137 (4.345)] [KD 3.766 (3.839)] +2024-10-13 17:55:30,284 - Train: 78.76% [985350/1251000] [787.6/1000.0] [batch_t 0.153 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.000348] [CE 4.692 (4.341)] [KD 3.903 (3.813)] +2024-10-13 17:55:37,989 - Train: 78.77% [985400/1251000] [787.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000348] [CE 4.007 (4.435)] [KD 3.467 (3.888)] +2024-10-13 17:55:45,852 - Train: 78.77% [985450/1251000] [787.7/1000.0] [batch_t 0.273 (0.157)] [data_t 0.006] [optim_t 0.267] [lr 0.000348] [CE 4.593 (4.357)] [KD 4.045 (3.844)] +2024-10-13 17:55:53,490 - Train: 78.78% [985500/1251000] [787.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000348] [CE 4.184 (4.380)] [KD 3.943 (3.878)] +2024-10-13 17:56:01,099 - Train: 78.78% [985550/1251000] [787.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000348] [CE 4.255 (4.407)] [KD 3.707 (3.890)] +2024-10-13 17:56:08,694 - Train: 78.78% [985600/1251000] [787.8/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.000348] [CE 4.077 (4.385)] [KD 3.682 (3.880)] +2024-10-13 17:56:16,135 - Train: 78.79% [985650/1251000] [787.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000348] [CE 4.487 (4.428)] [KD 4.060 (3.907)] +2024-10-13 17:56:23,551 - Train: 78.79% [985700/1251000] [787.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000348] [CE 4.616 (4.376)] [KD 4.211 (3.872)] +2024-10-13 17:56:31,246 - Train: 78.80% [985750/1251000] [788.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000347] [CE 4.455 (4.401)] [KD 3.839 (3.905)] +2024-10-13 17:56:42,919 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 35852] [top5_cnt 45164] [top_all 50000] +2024-10-13 17:56:42,919 - net: 71.704 (90.328) +2024-10-13 17:56:48,687 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37361] [top5_cnt 46028] [top_all 50000] +2024-10-13 17:56:48,688 - net_E: 74.722 (92.056) +2024-10-13 17:56:48,818 - Max [top1: 72.126 (epoch: 778)] [top1-ema: 74.784 (epoch: 787)] +2024-10-13 17:56:48,819 - ==> Total time: 1 day, 20:09:39 Eta: 11:52:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 17:56:52,775 - Train: 78.80% [985800/1251000] [788.0/1000.0] [batch_t 0.143 (0.204)] [data_t 0.004] [optim_t 0.139] [lr 0.000347] [CE 4.552 (4.301)] [KD 3.955 (3.802)] +2024-10-13 17:57:00,271 - Train: 78.80% [985850/1251000] [788.0/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000347] [CE 4.583 (4.371)] [KD 4.036 (3.857)] +2024-10-13 17:57:07,918 - Train: 78.81% [985900/1251000] [788.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000347] [CE 4.007 (4.414)] [KD 3.815 (3.882)] +2024-10-13 17:57:15,325 - Train: 78.81% [985950/1251000] [788.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000347] [CE 4.506 (4.357)] [KD 3.815 (3.841)] +2024-10-13 17:57:22,901 - Train: 78.82% [986000/1251000] [788.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000347] [CE 4.481 (4.350)] [KD 3.805 (3.830)] +2024-10-13 17:57:30,437 - Train: 78.82% [986050/1251000] [788.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000347] [CE 4.482 (4.470)] [KD 3.976 (3.931)] +2024-10-13 17:57:37,906 - Train: 78.82% [986100/1251000] [788.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000347] [CE 4.059 (4.329)] [KD 3.625 (3.829)] +2024-10-13 17:57:45,782 - Train: 78.83% [986150/1251000] [788.3/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.000347] [CE 4.120 (4.325)] [KD 3.750 (3.845)] +2024-10-13 17:57:53,319 - Train: 78.83% [986200/1251000] [788.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000346] [CE 4.441 (4.429)] [KD 3.878 (3.878)] +2024-10-13 17:58:01,147 - Train: 78.84% [986250/1251000] [788.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000346] [CE 3.854 (4.382)] [KD 3.575 (3.861)] +2024-10-13 17:58:08,589 - Train: 78.84% [986300/1251000] [788.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000346] [CE 4.414 (4.456)] [KD 3.888 (3.878)] +2024-10-13 17:58:16,036 - Train: 78.84% [986350/1251000] [788.4/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.000346] [CE 3.580 (4.376)] [KD 3.529 (3.818)] +2024-10-13 17:58:23,493 - Train: 78.85% [986400/1251000] [788.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000346] [CE 4.797 (4.478)] [KD 3.735 (3.916)] +2024-10-13 17:58:31,169 - Train: 78.85% [986450/1251000] [788.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000346] [CE 4.497 (4.422)] [KD 3.924 (3.871)] +2024-10-13 17:58:38,607 - Train: 78.86% [986500/1251000] [788.6/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.150] [lr 0.000346] [CE 4.336 (4.369)] [KD 3.822 (3.846)] +2024-10-13 17:58:46,540 - Train: 78.86% [986550/1251000] [788.6/1000.0] [batch_t 0.144 (0.159)] [data_t 0.004] [optim_t 0.140] [lr 0.000346] [CE 4.356 (4.431)] [KD 3.899 (3.913)] +2024-10-13 17:58:54,072 - Train: 78.86% [986600/1251000] [788.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000345] [CE 4.074 (4.398)] [KD 3.516 (3.893)] +2024-10-13 17:59:01,751 - Train: 78.87% [986650/1251000] [788.7/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000345] [CE 4.706 (4.369)] [KD 3.817 (3.835)] +2024-10-13 17:59:09,209 - Train: 78.87% [986700/1251000] [788.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000345] [CE 4.637 (4.426)] [KD 3.970 (3.868)] +2024-10-13 17:59:16,671 - Train: 78.88% [986750/1251000] [788.8/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.146] [lr 0.000345] [CE 4.812 (4.449)] [KD 4.096 (3.920)] +2024-10-13 17:59:24,365 - Train: 78.88% [986800/1251000] [788.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000345] [CE 4.615 (4.350)] [KD 3.946 (3.845)] +2024-10-13 17:59:32,022 - Train: 78.88% [986850/1251000] [788.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000345] [CE 4.680 (4.438)] [KD 4.062 (3.912)] +2024-10-13 17:59:39,468 - Train: 78.89% [986900/1251000] [788.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000345] [CE 4.128 (4.275)] [KD 3.743 (3.791)] +2024-10-13 17:59:46,932 - Train: 78.89% [986950/1251000] [788.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000345] [CE 4.930 (4.372)] [KD 4.196 (3.840)] +2024-10-13 17:59:54,736 - Train: 78.90% [987000/1251000] [789.0/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000345] [CE 4.182 (4.388)] [KD 3.766 (3.860)] +2024-10-13 18:00:06,269 - Test (net): 100.00% [50/50] [batch_t 0.027 (0.108)] [top1_cnt 35635] [top5_cnt 45007] [top_all 50000] +2024-10-13 18:00:06,269 - net: 71.270 (90.014) +2024-10-13 18:00:14,028 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37382] [top5_cnt 46031] [top_all 50000] +2024-10-13 18:00:14,028 - net_E: 74.764 (92.062) +2024-10-13 18:00:14,144 - Max [top1: 72.126 (epoch: 778)] [top1-ema: 74.784 (epoch: 787)] +2024-10-13 18:00:14,145 - ==> Total time: 1 day, 20:13:05 Eta: 11:49:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 18:00:17,694 - Train: 78.90% [987050/1251000] [789.0/1000.0] [batch_t 0.148 (0.194)] [data_t 0.005] [optim_t 0.143] [lr 0.000344] [CE 3.992 (4.325)] [KD 3.505 (3.821)] +2024-10-13 18:00:25,369 - Train: 78.90% [987100/1251000] [789.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000344] [CE 4.377 (4.353)] [KD 3.806 (3.768)] +2024-10-13 18:00:32,994 - Train: 78.91% [987150/1251000] [789.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000344] [CE 4.652 (4.387)] [KD 3.874 (3.816)] +2024-10-13 18:00:40,578 - Train: 78.91% [987200/1251000] [789.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000344] [CE 4.682 (4.405)] [KD 4.152 (3.836)] +2024-10-13 18:00:48,171 - Train: 78.92% [987250/1251000] [789.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000344] [CE 4.749 (4.346)] [KD 4.012 (3.809)] +2024-10-13 18:00:55,776 - Train: 78.92% [987300/1251000] [789.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000344] [CE 4.123 (4.373)] [KD 3.795 (3.809)] +2024-10-13 18:01:03,253 - Train: 78.92% [987350/1251000] [789.2/1000.0] [batch_t 0.154 (0.149)] [data_t 0.006] [optim_t 0.148] [lr 0.000344] [CE 4.142 (4.462)] [KD 3.719 (3.894)] +2024-10-13 18:01:10,875 - Train: 78.93% [987400/1251000] [789.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000344] [CE 4.664 (4.417)] [KD 3.793 (3.884)] +2024-10-13 18:01:18,467 - Train: 78.93% [987450/1251000] [789.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000344] [CE 4.564 (4.359)] [KD 4.000 (3.861)] +2024-10-13 18:01:26,135 - Train: 78.94% [987500/1251000] [789.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000343] [CE 4.138 (4.362)] [KD 3.662 (3.855)] +2024-10-13 18:01:33,789 - Train: 78.94% [987550/1251000] [789.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000343] [CE 4.063 (4.422)] [KD 3.921 (3.886)] +2024-10-13 18:01:41,199 - Train: 78.94% [987600/1251000] [789.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000343] [CE 4.413 (4.373)] [KD 3.726 (3.863)] +2024-10-13 18:01:48,859 - Train: 78.95% [987650/1251000] [789.5/1000.0] [batch_t 0.157 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.000343] [CE 4.126 (4.334)] [KD 3.681 (3.828)] +2024-10-13 18:01:56,306 - Train: 78.95% [987700/1251000] [789.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000343] [CE 4.673 (4.431)] [KD 3.815 (3.889)] +2024-10-13 18:02:03,700 - Train: 78.96% [987750/1251000] [789.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000343] [CE 4.124 (4.380)] [KD 3.832 (3.890)] +2024-10-13 18:02:11,257 - Train: 78.96% [987800/1251000] [789.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000343] [CE 4.030 (4.356)] [KD 3.403 (3.835)] +2024-10-13 18:02:18,970 - Train: 78.96% [987850/1251000] [789.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.007] [optim_t 0.144] [lr 0.000343] [CE 4.632 (4.333)] [KD 4.004 (3.879)] +2024-10-13 18:02:26,554 - Train: 78.97% [987900/1251000] [789.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000343] [CE 4.723 (4.477)] [KD 4.362 (3.931)] +2024-10-13 18:02:34,265 - Train: 78.97% [987950/1251000] [789.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000342] [CE 4.474 (4.445)] [KD 3.915 (3.924)] +2024-10-13 18:02:41,977 - Train: 78.98% [988000/1251000] [789.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000342] [CE 4.036 (4.332)] [KD 3.700 (3.861)] +2024-10-13 18:02:49,433 - Train: 78.98% [988050/1251000] [789.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000342] [CE 4.123 (4.414)] [KD 3.725 (3.875)] +2024-10-13 18:02:57,037 - Train: 78.98% [988100/1251000] [789.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000342] [CE 4.394 (4.317)] [KD 3.953 (3.824)] +2024-10-13 18:03:04,540 - Train: 78.99% [988150/1251000] [789.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000342] [CE 4.577 (4.436)] [KD 3.788 (3.895)] +2024-10-13 18:03:12,242 - Train: 78.99% [988200/1251000] [789.9/1000.0] [batch_t 0.142 (0.154)] [data_t 0.003] [optim_t 0.139] [lr 0.000342] [CE 4.470 (4.400)] [KD 3.831 (3.892)] +2024-10-13 18:03:19,793 - Train: 79.00% [988250/1251000] [790.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000342] [CE 4.210 (4.415)] [KD 3.865 (3.894)] +2024-10-13 18:03:31,553 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35971] [top5_cnt 45325] [top_all 50000] +2024-10-13 18:03:31,553 - net: 71.942 (90.650) +2024-10-13 18:03:37,387 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 37386] [top5_cnt 46012] [top_all 50000] +2024-10-13 18:03:37,388 - net_E: 74.772 (92.024) +2024-10-13 18:03:37,528 - Max [top1: 72.126 (epoch: 778)] [top1-ema: 74.784 (epoch: 787)] +2024-10-13 18:03:37,529 - ==> Total time: 1 day, 20:16:28 Eta: 11:46:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 18:03:40,957 - Train: 79.00% [988300/1251000] [790.0/1000.0] [batch_t 0.150 (0.185)] [data_t 0.004] [optim_t 0.146] [lr 0.000342] [CE 4.701 (4.435)] [KD 4.115 (3.932)] +2024-10-13 18:03:48,692 - Train: 79.00% [988350/1251000] [790.0/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000341] [CE 4.473 (4.434)] [KD 3.883 (3.848)] +2024-10-13 18:03:56,132 - Train: 79.01% [988400/1251000] [790.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000341] [CE 3.855 (4.390)] [KD 3.521 (3.857)] +2024-10-13 18:04:03,746 - Train: 79.01% [988450/1251000] [790.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000341] [CE 4.272 (4.434)] [KD 3.857 (3.922)] +2024-10-13 18:04:11,282 - Train: 79.02% [988500/1251000] [790.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000341] [CE 4.358 (4.437)] [KD 3.762 (3.883)] +2024-10-13 18:04:18,906 - Train: 79.02% [988550/1251000] [790.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000341] [CE 3.934 (4.394)] [KD 3.538 (3.835)] +2024-10-13 18:04:26,522 - Train: 79.02% [988600/1251000] [790.2/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.152] [lr 0.000341] [CE 4.339 (4.338)] [KD 3.708 (3.816)] +2024-10-13 18:04:34,294 - Train: 79.03% [988650/1251000] [790.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.000341] [CE 3.888 (4.321)] [KD 3.509 (3.802)] +2024-10-13 18:04:42,119 - Train: 79.03% [988700/1251000] [790.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000341] [CE 4.534 (4.440)] [KD 4.056 (3.948)] +2024-10-13 18:04:49,658 - Train: 79.04% [988750/1251000] [790.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000341] [CE 4.696 (4.478)] [KD 4.080 (3.893)] +2024-10-13 18:04:57,403 - Train: 79.04% [988800/1251000] [790.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000340] [CE 4.738 (4.424)] [KD 4.052 (3.843)] +2024-10-13 18:05:04,898 - Train: 79.04% [988850/1251000] [790.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000340] [CE 3.503 (4.348)] [KD 3.369 (3.833)] +2024-10-13 18:05:12,400 - Train: 79.05% [988900/1251000] [790.5/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.000340] [CE 4.807 (4.387)] [KD 4.132 (3.853)] +2024-10-13 18:05:20,044 - Train: 79.05% [988950/1251000] [790.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000340] [CE 4.702 (4.407)] [KD 3.931 (3.901)] +2024-10-13 18:05:27,910 - Train: 79.06% [989000/1251000] [790.6/1000.0] [batch_t 0.154 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.000340] [CE 4.373 (4.386)] [KD 3.734 (3.833)] +2024-10-13 18:05:35,512 - Train: 79.06% [989050/1251000] [790.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000340] [CE 3.878 (4.319)] [KD 3.406 (3.784)] +2024-10-13 18:05:43,061 - Train: 79.06% [989100/1251000] [790.6/1000.0] [batch_t 0.160 (0.151)] [data_t 0.005] [optim_t 0.154] [lr 0.000340] [CE 4.431 (4.367)] [KD 3.850 (3.825)] +2024-10-13 18:05:50,795 - Train: 79.07% [989150/1251000] [790.7/1000.0] [batch_t 0.167 (0.155)] [data_t 0.004] [optim_t 0.163] [lr 0.000340] [CE 4.413 (4.357)] [KD 3.861 (3.836)] +2024-10-13 18:05:58,400 - Train: 79.07% [989200/1251000] [790.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000340] [CE 4.700 (4.320)] [KD 3.976 (3.805)] +2024-10-13 18:06:06,276 - Train: 79.08% [989250/1251000] [790.8/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000339] [CE 4.485 (4.435)] [KD 3.682 (3.845)] +2024-10-13 18:06:13,758 - Train: 79.08% [989300/1251000] [790.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000339] [CE 4.422 (4.425)] [KD 4.031 (3.890)] +2024-10-13 18:06:21,275 - Train: 79.08% [989350/1251000] [790.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000339] [CE 4.868 (4.397)] [KD 4.501 (3.892)] +2024-10-13 18:06:28,928 - Train: 79.09% [989400/1251000] [790.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000339] [CE 4.880 (4.406)] [KD 3.963 (3.842)] +2024-10-13 18:06:36,517 - Train: 79.09% [989450/1251000] [790.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.007] [optim_t 0.141] [lr 0.000339] [CE 3.949 (4.428)] [KD 3.552 (3.862)] +2024-10-13 18:06:44,263 - Train: 79.10% [989500/1251000] [791.0/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000339] [CE 4.687 (4.346)] [KD 4.089 (3.811)] +2024-10-13 18:06:56,277 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 36118] [top5_cnt 45352] [top_all 50000] +2024-10-13 18:06:56,278 - net: 72.236 (90.704) +2024-10-13 18:07:02,289 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 37379] [top5_cnt 46033] [top_all 50000] +2024-10-13 18:07:02,290 - net_E: 74.758 (92.066) +2024-10-13 18:07:02,437 - Max [top1: 72.236 (epoch: 791)] [top1-ema: 74.784 (epoch: 787)] +2024-10-13 18:07:02,438 - ==> Total time: 1 day, 20:19:53 Eta: 11:42:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 18:07:10,457 - Train: 79.10% [989550/1251000] [791.0/1000.0] [batch_t 0.154 (0.199)] [data_t 0.004] [optim_t 0.150] [lr 0.000339] [CE 4.106 (4.378)] [KD 3.595 (3.813)] +2024-10-13 18:07:18,127 - Train: 79.10% [989600/1251000] [791.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000339] [CE 4.538 (4.479)] [KD 3.792 (3.893)] +2024-10-13 18:07:25,814 - Train: 79.11% [989650/1251000] [791.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.007] [optim_t 0.146] [lr 0.000339] [CE 4.546 (4.364)] [KD 3.979 (3.833)] +2024-10-13 18:07:33,322 - Train: 79.11% [989700/1251000] [791.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.000338] [CE 4.400 (4.396)] [KD 3.866 (3.864)] +2024-10-13 18:07:40,850 - Train: 79.12% [989750/1251000] [791.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000338] [CE 4.802 (4.435)] [KD 4.083 (3.897)] +2024-10-13 18:07:48,529 - Train: 79.12% [989800/1251000] [791.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.000338] [CE 4.477 (4.371)] [KD 4.075 (3.879)] +2024-10-13 18:07:56,339 - Train: 79.12% [989850/1251000] [791.2/1000.0] [batch_t 0.153 (0.156)] [data_t 0.008] [optim_t 0.145] [lr 0.000338] [CE 3.926 (4.402)] [KD 3.599 (3.898)] +2024-10-13 18:08:04,362 - Train: 79.13% [989900/1251000] [791.3/1000.0] [batch_t 0.159 (0.160)] [data_t 0.004] [optim_t 0.155] [lr 0.000338] [CE 4.819 (4.469)] [KD 4.118 (3.892)] +2024-10-13 18:08:12,088 - Train: 79.13% [989950/1251000] [791.3/1000.0] [batch_t 0.306 (0.154)] [data_t 0.003] [optim_t 0.303] [lr 0.000338] [CE 4.111 (4.383)] [KD 3.715 (3.826)] +2024-10-13 18:08:19,645 - Train: 79.14% [990000/1251000] [791.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000338] [CE 4.612 (4.355)] [KD 3.936 (3.796)] +2024-10-13 18:08:27,170 - Train: 79.14% [990050/1251000] [791.4/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.000338] [CE 4.228 (4.442)] [KD 3.914 (3.895)] +2024-10-13 18:08:34,932 - Train: 79.14% [990100/1251000] [791.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.000337] [CE 3.584 (4.348)] [KD 3.415 (3.827)] +2024-10-13 18:08:42,426 - Train: 79.15% [990150/1251000] [791.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000337] [CE 4.451 (4.416)] [KD 3.741 (3.859)] +2024-10-13 18:08:50,042 - Train: 79.15% [990200/1251000] [791.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000337] [CE 4.170 (4.384)] [KD 3.543 (3.846)] +2024-10-13 18:08:57,587 - Train: 79.16% [990250/1251000] [791.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000337] [CE 4.326 (4.415)] [KD 3.829 (3.837)] +2024-10-13 18:09:05,418 - Train: 79.16% [990300/1251000] [791.6/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.000337] [CE 4.315 (4.408)] [KD 3.708 (3.835)] +2024-10-13 18:09:13,216 - Train: 79.16% [990350/1251000] [791.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.008] [optim_t 0.143] [lr 0.000337] [CE 4.692 (4.375)] [KD 4.195 (3.881)] +2024-10-13 18:09:21,028 - Train: 79.17% [990400/1251000] [791.7/1000.0] [batch_t 0.158 (0.156)] [data_t 0.003] [optim_t 0.155] [lr 0.000337] [CE 4.818 (4.442)] [KD 4.031 (3.893)] +2024-10-13 18:09:28,539 - Train: 79.17% [990450/1251000] [791.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.000337] [CE 4.713 (4.425)] [KD 3.912 (3.904)] +2024-10-13 18:09:36,139 - Train: 79.18% [990500/1251000] [791.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000337] [CE 4.278 (4.359)] [KD 3.594 (3.831)] +2024-10-13 18:09:43,599 - Train: 79.18% [990550/1251000] [791.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000336] [CE 4.382 (4.394)] [KD 3.661 (3.878)] +2024-10-13 18:09:51,099 - Train: 79.18% [990600/1251000] [791.8/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.000336] [CE 4.292 (4.344)] [KD 3.787 (3.827)] +2024-10-13 18:09:58,990 - Train: 79.19% [990650/1251000] [791.9/1000.0] [batch_t 0.156 (0.158)] [data_t 0.004] [optim_t 0.152] [lr 0.000336] [CE 4.116 (4.355)] [KD 3.644 (3.834)] +2024-10-13 18:10:06,988 - Train: 79.19% [990700/1251000] [791.9/1000.0] [batch_t 0.148 (0.160)] [data_t 0.004] [optim_t 0.145] [lr 0.000336] [CE 3.995 (4.376)] [KD 3.655 (3.867)] +2024-10-13 18:10:14,490 - Train: 79.20% [990750/1251000] [792.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000336] [CE 4.064 (4.306)] [KD 3.508 (3.825)] +2024-10-13 18:10:26,405 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35867] [top5_cnt 45221] [top_all 50000] +2024-10-13 18:10:26,405 - net: 71.734 (90.442) +2024-10-13 18:10:32,152 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37412] [top5_cnt 46036] [top_all 50000] +2024-10-13 18:10:32,152 - net_E: 74.824 (92.072) +2024-10-13 18:10:32,315 - Max [top1: 72.236 (epoch: 791)] [top1-ema: 74.824 (epoch: 792)] +2024-10-13 18:10:32,315 - ==> Total time: 1 day, 20:23:23 Eta: 11:39:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 18:10:36,326 - Train: 79.20% [990800/1251000] [792.0/1000.0] [batch_t 0.152 (0.192)] [data_t 0.005] [optim_t 0.147] [lr 0.000336] [CE 4.154 (4.286)] [KD 3.861 (3.754)] +2024-10-13 18:10:43,722 - Train: 79.20% [990850/1251000] [792.0/1000.0] [batch_t 0.155 (0.148)] [data_t 0.004] [optim_t 0.150] [lr 0.000336] [CE 4.262 (4.380)] [KD 3.808 (3.832)] +2024-10-13 18:10:51,284 - Train: 79.21% [990900/1251000] [792.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.000336] [CE 4.399 (4.360)] [KD 3.829 (3.795)] +2024-10-13 18:10:58,970 - Train: 79.21% [990950/1251000] [792.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000336] [CE 3.912 (4.342)] [KD 3.491 (3.779)] +2024-10-13 18:11:06,425 - Train: 79.22% [991000/1251000] [792.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000335] [CE 3.881 (4.376)] [KD 3.391 (3.811)] +2024-10-13 18:11:13,988 - Train: 79.22% [991050/1251000] [792.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000335] [CE 4.596 (4.376)] [KD 3.653 (3.783)] +2024-10-13 18:11:21,951 - Train: 79.22% [991100/1251000] [792.2/1000.0] [batch_t 0.149 (0.159)] [data_t 0.005] [optim_t 0.144] [lr 0.000335] [CE 3.999 (4.422)] [KD 3.762 (3.825)] +2024-10-13 18:11:29,403 - Train: 79.23% [991150/1251000] [792.3/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.000335] [CE 4.566 (4.369)] [KD 3.889 (3.834)] +2024-10-13 18:11:36,927 - Train: 79.23% [991200/1251000] [792.3/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000335] [CE 5.192 (4.385)] [KD 4.225 (3.858)] +2024-10-13 18:11:44,499 - Train: 79.24% [991250/1251000] [792.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000335] [CE 3.923 (4.447)] [KD 3.528 (3.853)] +2024-10-13 18:11:52,158 - Train: 79.24% [991300/1251000] [792.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000335] [CE 4.357 (4.406)] [KD 3.825 (3.857)] +2024-10-13 18:11:59,759 - Train: 79.24% [991350/1251000] [792.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000335] [CE 4.618 (4.429)] [KD 4.025 (3.865)] +2024-10-13 18:12:07,382 - Train: 79.25% [991400/1251000] [792.5/1000.0] [batch_t 0.159 (0.152)] [data_t 0.003] [optim_t 0.157] [lr 0.000335] [CE 4.228 (4.291)] [KD 3.993 (3.810)] +2024-10-13 18:12:15,093 - Train: 79.25% [991450/1251000] [792.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000334] [CE 4.110 (4.397)] [KD 3.905 (3.876)] +2024-10-13 18:12:22,951 - Train: 79.26% [991500/1251000] [792.6/1000.0] [batch_t 0.145 (0.157)] [data_t 0.004] [optim_t 0.140] [lr 0.000334] [CE 4.518 (4.429)] [KD 3.630 (3.869)] +2024-10-13 18:12:30,552 - Train: 79.26% [991550/1251000] [792.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000334] [CE 3.792 (4.402)] [KD 3.681 (3.853)] +2024-10-13 18:12:38,170 - Train: 79.26% [991600/1251000] [792.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.000334] [CE 4.560 (4.385)] [KD 4.054 (3.835)] +2024-10-13 18:12:45,758 - Train: 79.27% [991650/1251000] [792.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000334] [CE 4.190 (4.410)] [KD 3.518 (3.876)] +2024-10-13 18:12:53,356 - Train: 79.27% [991700/1251000] [792.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000334] [CE 3.896 (4.374)] [KD 3.467 (3.841)] +2024-10-13 18:13:00,785 - Train: 79.28% [991750/1251000] [792.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000334] [CE 4.813 (4.435)] [KD 4.071 (3.865)] +2024-10-13 18:13:08,353 - Train: 79.28% [991800/1251000] [792.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000334] [CE 4.476 (4.345)] [KD 3.711 (3.765)] +2024-10-13 18:13:15,770 - Train: 79.28% [991850/1251000] [792.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.140] [lr 0.000334] [CE 4.378 (4.337)] [KD 3.825 (3.865)] +2024-10-13 18:13:23,358 - Train: 79.29% [991900/1251000] [792.9/1000.0] [batch_t 0.145 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.000333] [CE 4.183 (4.370)] [KD 3.980 (3.887)] +2024-10-13 18:13:31,204 - Train: 79.29% [991950/1251000] [792.9/1000.0] [batch_t 0.144 (0.157)] [data_t 0.003] [optim_t 0.140] [lr 0.000333] [CE 4.620 (4.357)] [KD 3.916 (3.832)] +2024-10-13 18:13:38,661 - Train: 79.30% [992000/1251000] [793.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000333] [CE 4.335 (4.492)] [KD 3.882 (3.903)] +2024-10-13 18:13:50,804 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 36022] [top5_cnt 45281] [top_all 50000] +2024-10-13 18:13:50,805 - net: 72.044 (90.562) +2024-10-13 18:13:56,591 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37437] [top5_cnt 46053] [top_all 50000] +2024-10-13 18:13:56,591 - net_E: 74.874 (92.106) +2024-10-13 18:13:56,875 - Max [top1: 72.236 (epoch: 791)] [top1-ema: 74.874 (epoch: 793)] +2024-10-13 18:13:56,876 - ==> Total time: 1 day, 20:26:47 Eta: 11:36:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 18:14:00,822 - Train: 79.30% [992050/1251000] [793.0/1000.0] [batch_t 0.156 (0.217)] [data_t 0.003] [optim_t 0.153] [lr 0.000333] [CE 4.182 (4.408)] [KD 3.711 (3.815)] +2024-10-13 18:14:08,257 - Train: 79.30% [992100/1251000] [793.0/1000.0] [batch_t 0.145 (0.149)] [data_t 0.006] [optim_t 0.139] [lr 0.000333] [CE 4.623 (4.305)] [KD 3.933 (3.810)] +2024-10-13 18:14:16,008 - Train: 79.31% [992150/1251000] [793.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.000333] [CE 4.635 (4.411)] [KD 4.144 (3.855)] +2024-10-13 18:14:23,567 - Train: 79.31% [992200/1251000] [793.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000333] [CE 4.349 (4.455)] [KD 3.850 (3.876)] +2024-10-13 18:14:31,142 - Train: 79.32% [992250/1251000] [793.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000333] [CE 4.197 (4.365)] [KD 3.772 (3.815)] +2024-10-13 18:14:38,907 - Train: 79.32% [992300/1251000] [793.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000333] [CE 4.064 (4.455)] [KD 3.691 (3.877)] +2024-10-13 18:14:46,607 - Train: 79.32% [992350/1251000] [793.2/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.000332] [CE 4.848 (4.375)] [KD 4.066 (3.846)] +2024-10-13 18:14:54,021 - Train: 79.33% [992400/1251000] [793.3/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.000332] [CE 4.334 (4.305)] [KD 3.576 (3.786)] +2024-10-13 18:15:01,470 - Train: 79.33% [992450/1251000] [793.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000332] [CE 4.624 (4.460)] [KD 4.018 (3.893)] +2024-10-13 18:15:09,207 - Train: 79.34% [992500/1251000] [793.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000332] [CE 4.772 (4.393)] [KD 4.092 (3.872)] +2024-10-13 18:15:16,893 - Train: 79.34% [992550/1251000] [793.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000332] [CE 4.223 (4.425)] [KD 3.969 (3.874)] +2024-10-13 18:15:24,508 - Train: 79.34% [992600/1251000] [793.4/1000.0] [batch_t 0.156 (0.152)] [data_t 0.007] [optim_t 0.150] [lr 0.000332] [CE 4.859 (4.414)] [KD 4.245 (3.829)] +2024-10-13 18:15:31,990 - Train: 79.35% [992650/1251000] [793.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000332] [CE 4.115 (4.383)] [KD 3.632 (3.867)] +2024-10-13 18:15:39,484 - Train: 79.35% [992700/1251000] [793.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000332] [CE 4.385 (4.327)] [KD 3.823 (3.776)] +2024-10-13 18:15:47,345 - Train: 79.36% [992750/1251000] [793.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000332] [CE 4.128 (4.429)] [KD 3.721 (3.863)] +2024-10-13 18:15:55,078 - Train: 79.36% [992800/1251000] [793.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000331] [CE 4.233 (4.392)] [KD 3.905 (3.847)] +2024-10-13 18:16:02,660 - Train: 79.36% [992850/1251000] [793.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000331] [CE 4.621 (4.308)] [KD 3.959 (3.832)] +2024-10-13 18:16:10,123 - Train: 79.37% [992900/1251000] [793.7/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.000331] [CE 4.580 (4.374)] [KD 3.918 (3.871)] +2024-10-13 18:16:17,668 - Train: 79.37% [992950/1251000] [793.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000331] [CE 4.413 (4.414)] [KD 3.906 (3.848)] +2024-10-13 18:16:25,330 - Train: 79.38% [993000/1251000] [793.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000331] [CE 4.493 (4.374)] [KD 3.942 (3.844)] +2024-10-13 18:16:32,801 - Train: 79.38% [993050/1251000] [793.8/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.000331] [CE 4.258 (4.363)] [KD 3.752 (3.850)] +2024-10-13 18:16:40,297 - Train: 79.38% [993100/1251000] [793.8/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000331] [CE 4.446 (4.364)] [KD 3.822 (3.835)] +2024-10-13 18:16:48,045 - Train: 79.39% [993150/1251000] [793.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000331] [CE 4.393 (4.391)] [KD 3.889 (3.887)] +2024-10-13 18:16:55,826 - Train: 79.39% [993200/1251000] [793.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000330] [CE 4.336 (4.309)] [KD 3.822 (3.839)] +2024-10-13 18:17:03,596 - Train: 79.40% [993250/1251000] [794.0/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.000330] [CE 4.432 (4.332)] [KD 4.033 (3.807)] +2024-10-13 18:17:15,764 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.108)] [top1_cnt 35703] [top5_cnt 45072] [top_all 50000] +2024-10-13 18:17:15,765 - net: 71.406 (90.144) +2024-10-13 18:17:21,840 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.110)] [top1_cnt 37423] [top5_cnt 46025] [top_all 50000] +2024-10-13 18:17:21,841 - net_E: 74.846 (92.050) +2024-10-13 18:17:21,986 - Max [top1: 72.236 (epoch: 791)] [top1-ema: 74.874 (epoch: 793)] +2024-10-13 18:17:21,986 - ==> Total time: 1 day, 20:30:13 Eta: 11:32:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 18:17:25,134 - Train: 79.40% [993300/1251000] [794.0/1000.0] [batch_t 0.147 (0.271)] [data_t 0.004] [optim_t 0.143] [lr 0.000330] [CE 4.259 (4.198)] [KD 3.786 (3.634)] +2024-10-13 18:17:32,711 - Train: 79.40% [993350/1251000] [794.0/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.000330] [CE 4.805 (4.417)] [KD 3.932 (3.815)] +2024-10-13 18:17:40,260 - Train: 79.41% [993400/1251000] [794.1/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.000330] [CE 4.717 (4.372)] [KD 3.989 (3.819)] +2024-10-13 18:17:47,654 - Train: 79.41% [993450/1251000] [794.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000330] [CE 4.501 (4.472)] [KD 3.778 (3.862)] +2024-10-13 18:17:55,052 - Train: 79.42% [993500/1251000] [794.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.006] [optim_t 0.139] [lr 0.000330] [CE 4.301 (4.369)] [KD 3.495 (3.811)] +2024-10-13 18:18:02,447 - Train: 79.42% [993550/1251000] [794.2/1000.0] [batch_t 0.149 (0.148)] [data_t 0.007] [optim_t 0.142] [lr 0.000330] [CE 4.304 (4.336)] [KD 3.615 (3.788)] +2024-10-13 18:18:10,491 - Train: 79.42% [993600/1251000] [794.2/1000.0] [batch_t 0.153 (0.161)] [data_t 0.005] [optim_t 0.148] [lr 0.000330] [CE 4.441 (4.355)] [KD 3.696 (3.816)] +2024-10-13 18:18:18,414 - Train: 79.43% [993650/1251000] [794.3/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.000329] [CE 4.939 (4.345)] [KD 4.087 (3.793)] +2024-10-13 18:18:25,936 - Train: 79.43% [993700/1251000] [794.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000329] [CE 4.032 (4.341)] [KD 3.732 (3.814)] +2024-10-13 18:18:33,405 - Train: 79.44% [993750/1251000] [794.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000329] [CE 4.469 (4.373)] [KD 3.740 (3.794)] +2024-10-13 18:18:40,967 - Train: 79.44% [993800/1251000] [794.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000329] [CE 4.839 (4.353)] [KD 4.200 (3.803)] +2024-10-13 18:18:48,409 - Train: 79.44% [993850/1251000] [794.4/1000.0] [batch_t 0.151 (0.149)] [data_t 0.008] [optim_t 0.143] [lr 0.000329] [CE 4.940 (4.311)] [KD 4.145 (3.779)] +2024-10-13 18:18:55,921 - Train: 79.45% [993900/1251000] [794.5/1000.0] [batch_t 0.143 (0.150)] [data_t 0.003] [optim_t 0.140] [lr 0.000329] [CE 3.940 (4.468)] [KD 3.564 (3.904)] +2024-10-13 18:19:03,469 - Train: 79.45% [993950/1251000] [794.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000329] [CE 4.495 (4.375)] [KD 3.897 (3.845)] +2024-10-13 18:19:11,438 - Train: 79.46% [994000/1251000] [794.6/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000329] [CE 3.967 (4.393)] [KD 3.528 (3.843)] +2024-10-13 18:19:18,889 - Train: 79.46% [994050/1251000] [794.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000329] [CE 4.555 (4.400)] [KD 3.665 (3.836)] +2024-10-13 18:19:26,398 - Train: 79.46% [994100/1251000] [794.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000328] [CE 4.395 (4.448)] [KD 3.768 (3.877)] +2024-10-13 18:19:33,884 - Train: 79.47% [994150/1251000] [794.7/1000.0] [batch_t 0.155 (0.150)] [data_t 0.005] [optim_t 0.150] [lr 0.000328] [CE 4.381 (4.340)] [KD 3.768 (3.828)] +2024-10-13 18:19:41,464 - Train: 79.47% [994200/1251000] [794.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000328] [CE 4.346 (4.404)] [KD 3.820 (3.838)] +2024-10-13 18:19:49,184 - Train: 79.48% [994250/1251000] [794.8/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.000328] [CE 4.474 (4.390)] [KD 3.831 (3.894)] +2024-10-13 18:19:56,824 - Train: 79.48% [994300/1251000] [794.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.000328] [CE 5.132 (4.412)] [KD 4.361 (3.839)] +2024-10-13 18:20:04,316 - Train: 79.48% [994350/1251000] [794.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000328] [CE 4.400 (4.423)] [KD 3.746 (3.803)] +2024-10-13 18:20:11,802 - Train: 79.49% [994400/1251000] [794.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000328] [CE 4.314 (4.408)] [KD 3.987 (3.825)] +2024-10-13 18:20:19,625 - Train: 79.49% [994450/1251000] [794.9/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000328] [CE 4.230 (4.340)] [KD 3.890 (3.821)] +2024-10-13 18:20:27,345 - Train: 79.50% [994500/1251000] [795.0/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000328] [CE 4.039 (4.422)] [KD 3.589 (3.868)] +2024-10-13 18:20:39,738 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 36303] [top5_cnt 45413] [top_all 50000] +2024-10-13 18:20:39,738 - net: 72.606 (90.826) +2024-10-13 18:20:45,451 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37421] [top5_cnt 46055] [top_all 50000] +2024-10-13 18:20:45,451 - net_E: 74.842 (92.110) +2024-10-13 18:20:45,594 - Max [top1: 72.606 (epoch: 795)] [top1-ema: 74.874 (epoch: 793)] +2024-10-13 18:20:45,594 - ==> Total time: 1 day, 20:33:36 Eta: 11:29:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 18:20:50,811 - Train: 79.50% [994550/1251000] [795.0/1000.0] [batch_t 0.147 (0.240)] [data_t 0.004] [optim_t 0.142] [lr 0.000327] [CE 4.950 (4.548)] [KD 4.149 (3.999)] +2024-10-13 18:20:58,385 - Train: 79.50% [994600/1251000] [795.0/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.000327] [CE 4.108 (4.420)] [KD 3.773 (3.817)] +2024-10-13 18:21:05,988 - Train: 79.51% [994650/1251000] [795.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000327] [CE 4.463 (4.428)] [KD 4.002 (3.811)] +2024-10-13 18:21:13,428 - Train: 79.51% [994700/1251000] [795.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.000327] [CE 4.570 (4.393)] [KD 3.771 (3.821)] +2024-10-13 18:21:21,052 - Train: 79.52% [994750/1251000] [795.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000327] [CE 4.581 (4.378)] [KD 4.040 (3.815)] +2024-10-13 18:21:28,791 - Train: 79.52% [994800/1251000] [795.2/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000327] [CE 4.115 (4.355)] [KD 3.712 (3.840)] +2024-10-13 18:21:36,683 - Train: 79.52% [994850/1251000] [795.2/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000327] [CE 4.544 (4.356)] [KD 3.907 (3.807)] +2024-10-13 18:21:44,171 - Train: 79.53% [994900/1251000] [795.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.007] [optim_t 0.141] [lr 0.000327] [CE 4.375 (4.324)] [KD 3.751 (3.807)] +2024-10-13 18:21:51,675 - Train: 79.53% [994950/1251000] [795.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.000327] [CE 4.320 (4.328)] [KD 3.760 (3.811)] +2024-10-13 18:21:59,180 - Train: 79.54% [995000/1251000] [795.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000326] [CE 4.192 (4.367)] [KD 3.757 (3.817)] +2024-10-13 18:22:06,952 - Train: 79.54% [995050/1251000] [795.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000326] [CE 4.768 (4.444)] [KD 4.089 (3.848)] +2024-10-13 18:22:14,667 - Train: 79.54% [995100/1251000] [795.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000326] [CE 4.499 (4.385)] [KD 3.851 (3.839)] +2024-10-13 18:22:22,179 - Train: 79.55% [995150/1251000] [795.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000326] [CE 4.246 (4.317)] [KD 3.757 (3.794)] +2024-10-13 18:22:29,865 - Train: 79.55% [995200/1251000] [795.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000326] [CE 3.535 (4.364)] [KD 3.205 (3.840)] +2024-10-13 18:22:37,516 - Train: 79.56% [995250/1251000] [795.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000326] [CE 4.598 (4.429)] [KD 4.048 (3.856)] +2024-10-13 18:22:45,054 - Train: 79.56% [995300/1251000] [795.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.009] [optim_t 0.144] [lr 0.000326] [CE 3.912 (4.314)] [KD 3.520 (3.730)] +2024-10-13 18:22:52,634 - Train: 79.56% [995350/1251000] [795.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000326] [CE 4.764 (4.460)] [KD 3.968 (3.853)] +2024-10-13 18:23:00,195 - Train: 79.57% [995400/1251000] [795.7/1000.0] [batch_t 0.140 (0.151)] [data_t 0.005] [optim_t 0.135] [lr 0.000326] [CE 4.513 (4.345)] [KD 3.822 (3.775)] +2024-10-13 18:23:07,777 - Train: 79.57% [995450/1251000] [795.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000325] [CE 4.882 (4.397)] [KD 3.891 (3.858)] +2024-10-13 18:23:15,370 - Train: 79.58% [995500/1251000] [795.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000325] [CE 4.597 (4.368)] [KD 3.834 (3.836)] +2024-10-13 18:23:22,957 - Train: 79.58% [995550/1251000] [795.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000325] [CE 4.568 (4.398)] [KD 3.814 (3.839)] +2024-10-13 18:23:30,623 - Train: 79.58% [995600/1251000] [795.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000325] [CE 4.412 (4.409)] [KD 3.583 (3.860)] +2024-10-13 18:23:38,008 - Train: 79.59% [995650/1251000] [795.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000325] [CE 4.495 (4.372)] [KD 3.761 (3.810)] +2024-10-13 18:23:45,518 - Train: 79.59% [995700/1251000] [795.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.000325] [CE 5.108 (4.466)] [KD 4.449 (3.862)] +2024-10-13 18:23:52,915 - Train: 79.60% [995750/1251000] [796.0/1000.0] [batch_t 0.154 (0.148)] [data_t 0.005] [optim_t 0.149] [lr 0.000325] [CE 4.591 (4.369)] [KD 3.886 (3.837)] +2024-10-13 18:24:05,511 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35393] [top5_cnt 44889] [top_all 50000] +2024-10-13 18:24:05,512 - net: 70.786 (89.778) +2024-10-13 18:24:11,349 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 37426] [top5_cnt 46061] [top_all 50000] +2024-10-13 18:24:11,349 - net_E: 74.852 (92.122) +2024-10-13 18:24:11,471 - Max [top1: 72.606 (epoch: 795)] [top1-ema: 74.874 (epoch: 793)] +2024-10-13 18:24:11,472 - ==> Total time: 1 day, 20:37:02 Eta: 11:26:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 18:24:14,180 - Train: 79.60% [995800/1251000] [796.0/1000.0] [batch_t 0.149 (0.250)] [data_t 0.003] [optim_t 0.146] [lr 0.000325] [CE 4.074 (4.226)] [KD 3.534 (3.684)] +2024-10-13 18:24:21,756 - Train: 79.60% [995850/1251000] [796.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000325] [CE 3.911 (4.361)] [KD 3.475 (3.799)] +2024-10-13 18:24:29,360 - Train: 79.61% [995900/1251000] [796.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000324] [CE 4.620 (4.390)] [KD 3.739 (3.823)] +2024-10-13 18:24:37,063 - Train: 79.61% [995950/1251000] [796.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.000324] [CE 4.782 (4.333)] [KD 4.199 (3.772)] +2024-10-13 18:24:44,622 - Train: 79.62% [996000/1251000] [796.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000324] [CE 4.425 (4.348)] [KD 3.960 (3.809)] +2024-10-13 18:24:52,054 - Train: 79.62% [996050/1251000] [796.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000324] [CE 4.463 (4.392)] [KD 3.779 (3.805)] +2024-10-13 18:24:59,537 - Train: 79.62% [996100/1251000] [796.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000324] [CE 4.054 (4.339)] [KD 3.860 (3.802)] +2024-10-13 18:25:07,133 - Train: 79.63% [996150/1251000] [796.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000324] [CE 4.637 (4.412)] [KD 3.989 (3.851)] +2024-10-13 18:25:14,783 - Train: 79.63% [996200/1251000] [796.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000324] [CE 4.211 (4.388)] [KD 3.779 (3.837)] +2024-10-13 18:25:22,321 - Train: 79.64% [996250/1251000] [796.4/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000324] [CE 4.421 (4.359)] [KD 4.022 (3.818)] +2024-10-13 18:25:29,965 - Train: 79.64% [996300/1251000] [796.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000324] [CE 4.243 (4.429)] [KD 3.854 (3.825)] +2024-10-13 18:25:37,556 - Train: 79.64% [996350/1251000] [796.4/1000.0] [batch_t 0.159 (0.152)] [data_t 0.005] [optim_t 0.155] [lr 0.000323] [CE 4.635 (4.418)] [KD 4.184 (3.883)] +2024-10-13 18:25:45,238 - Train: 79.65% [996400/1251000] [796.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000323] [CE 4.053 (4.343)] [KD 3.444 (3.794)] +2024-10-13 18:25:52,792 - Train: 79.65% [996450/1251000] [796.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000323] [CE 4.345 (4.421)] [KD 3.872 (3.880)] +2024-10-13 18:26:00,224 - Train: 79.66% [996500/1251000] [796.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000323] [CE 4.456 (4.384)] [KD 3.912 (3.870)] +2024-10-13 18:26:07,787 - Train: 79.66% [996550/1251000] [796.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000323] [CE 4.402 (4.302)] [KD 3.660 (3.773)] +2024-10-13 18:26:15,424 - Train: 79.66% [996600/1251000] [796.6/1000.0] [batch_t 0.158 (0.153)] [data_t 0.005] [optim_t 0.153] [lr 0.000323] [CE 4.015 (4.372)] [KD 3.741 (3.834)] +2024-10-13 18:26:22,996 - Train: 79.67% [996650/1251000] [796.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.000323] [CE 4.509 (4.384)] [KD 3.802 (3.809)] +2024-10-13 18:26:30,581 - Train: 79.67% [996700/1251000] [796.7/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000323] [CE 4.354 (4.433)] [KD 3.836 (3.849)] +2024-10-13 18:26:38,055 - Train: 79.68% [996750/1251000] [796.8/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000323] [CE 4.356 (4.432)] [KD 4.018 (3.856)] +2024-10-13 18:26:45,774 - Train: 79.68% [996800/1251000] [796.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000322] [CE 4.947 (4.370)] [KD 4.241 (3.810)] +2024-10-13 18:26:53,487 - Train: 79.68% [996850/1251000] [796.8/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000322] [CE 4.417 (4.408)] [KD 3.902 (3.830)] +2024-10-13 18:27:00,956 - Train: 79.69% [996900/1251000] [796.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000322] [CE 4.285 (4.363)] [KD 3.826 (3.800)] +2024-10-13 18:27:08,534 - Train: 79.69% [996950/1251000] [796.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000322] [CE 4.101 (4.367)] [KD 3.701 (3.796)] +2024-10-13 18:27:15,960 - Train: 79.70% [997000/1251000] [797.0/1000.0] [batch_t 0.151 (0.148)] [data_t 0.006] [optim_t 0.145] [lr 0.000322] [CE 3.878 (4.372)] [KD 3.427 (3.833)] +2024-10-13 18:27:28,605 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 36064] [top5_cnt 45292] [top_all 50000] +2024-10-13 18:27:28,606 - net: 72.128 (90.584) +2024-10-13 18:27:34,349 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 37436] [top5_cnt 46066] [top_all 50000] +2024-10-13 18:27:34,349 - net_E: 74.872 (92.132) +2024-10-13 18:27:34,502 - Max [top1: 72.606 (epoch: 795)] [top1-ema: 74.874 (epoch: 793)] +2024-10-13 18:27:34,502 - ==> Total time: 1 day, 20:40:25 Eta: 11:22:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 18:27:36,970 - Train: 79.70% [997050/1251000] [797.0/1000.0] [batch_t 0.150 (0.324)] [data_t 0.005] [optim_t 0.145] [lr 0.000322] [CE 4.613 (4.488)] [KD 3.746 (3.808)] +2024-10-13 18:27:44,680 - Train: 79.70% [997100/1251000] [797.0/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000322] [CE 4.730 (4.337)] [KD 4.149 (3.786)] +2024-10-13 18:27:52,269 - Train: 79.71% [997150/1251000] [797.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000322] [CE 4.247 (4.263)] [KD 3.819 (3.749)] +2024-10-13 18:27:59,968 - Train: 79.71% [997200/1251000] [797.1/1000.0] [batch_t 0.165 (0.154)] [data_t 0.005] [optim_t 0.160] [lr 0.000322] [CE 4.539 (4.352)] [KD 3.904 (3.792)] +2024-10-13 18:28:07,486 - Train: 79.72% [997250/1251000] [797.2/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.000321] [CE 4.646 (4.384)] [KD 3.844 (3.771)] +2024-10-13 18:28:15,049 - Train: 79.72% [997300/1251000] [797.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000321] [CE 4.365 (4.395)] [KD 4.112 (3.814)] +2024-10-13 18:28:22,612 - Train: 79.72% [997350/1251000] [797.2/1000.0] [batch_t 0.162 (0.151)] [data_t 0.003] [optim_t 0.159] [lr 0.000321] [CE 4.295 (4.356)] [KD 3.599 (3.800)] +2024-10-13 18:28:30,087 - Train: 79.73% [997400/1251000] [797.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.000321] [CE 4.354 (4.426)] [KD 3.744 (3.858)] +2024-10-13 18:28:37,701 - Train: 79.73% [997450/1251000] [797.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000321] [CE 4.368 (4.342)] [KD 3.749 (3.798)] +2024-10-13 18:28:45,339 - Train: 79.74% [997500/1251000] [797.4/1000.0] [batch_t 0.155 (0.153)] [data_t 0.006] [optim_t 0.150] [lr 0.000321] [CE 4.521 (4.416)] [KD 3.770 (3.829)] +2024-10-13 18:28:53,162 - Train: 79.74% [997550/1251000] [797.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000321] [CE 4.210 (4.402)] [KD 3.547 (3.837)] +2024-10-13 18:29:00,908 - Train: 79.74% [997600/1251000] [797.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000321] [CE 4.459 (4.410)] [KD 3.598 (3.816)] +2024-10-13 18:29:08,640 - Train: 79.75% [997650/1251000] [797.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000321] [CE 4.362 (4.370)] [KD 3.830 (3.831)] +2024-10-13 18:29:16,159 - Train: 79.75% [997700/1251000] [797.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.000320] [CE 4.726 (4.464)] [KD 4.278 (3.864)] +2024-10-13 18:29:23,674 - Train: 79.76% [997750/1251000] [797.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.007] [optim_t 0.140] [lr 0.000320] [CE 4.662 (4.371)] [KD 4.123 (3.823)] +2024-10-13 18:29:31,128 - Train: 79.76% [997800/1251000] [797.6/1000.0] [batch_t 0.155 (0.149)] [data_t 0.007] [optim_t 0.147] [lr 0.000320] [CE 5.007 (4.376)] [KD 4.284 (3.802)] +2024-10-13 18:29:38,652 - Train: 79.76% [997850/1251000] [797.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000320] [CE 4.471 (4.413)] [KD 3.903 (3.840)] +2024-10-13 18:29:46,231 - Train: 79.77% [997900/1251000] [797.7/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.000320] [CE 4.130 (4.398)] [KD 3.778 (3.851)] +2024-10-13 18:29:54,075 - Train: 79.77% [997950/1251000] [797.7/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.000320] [CE 4.174 (4.410)] [KD 3.855 (3.859)] +2024-10-13 18:30:01,630 - Train: 79.78% [998000/1251000] [797.8/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000320] [CE 4.899 (4.413)] [KD 4.165 (3.828)] +2024-10-13 18:30:09,214 - Train: 79.78% [998050/1251000] [797.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.000320] [CE 4.356 (4.365)] [KD 3.936 (3.788)] +2024-10-13 18:30:16,625 - Train: 79.78% [998100/1251000] [797.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000320] [CE 4.378 (4.345)] [KD 3.654 (3.794)] +2024-10-13 18:30:24,182 - Train: 79.79% [998150/1251000] [797.9/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.000319] [CE 3.673 (4.305)] [KD 3.580 (3.768)] +2024-10-13 18:30:31,752 - Train: 79.79% [998200/1251000] [797.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.147] [lr 0.000319] [CE 4.302 (4.412)] [KD 3.869 (3.842)] +2024-10-13 18:30:39,262 - Train: 79.80% [998250/1251000] [798.0/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.000319] [CE 4.461 (4.267)] [KD 4.050 (3.744)] +2024-10-13 18:30:52,234 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 36443] [top5_cnt 45490] [top_all 50000] +2024-10-13 18:30:52,234 - net: 72.886 (90.980) +2024-10-13 18:30:58,082 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.102)] [top1_cnt 37445] [top5_cnt 46043] [top_all 50000] +2024-10-13 18:30:58,082 - net_E: 74.890 (92.086) +2024-10-13 18:30:58,234 - Max [top1: 72.886 (epoch: 798)] [top1-ema: 74.890 (epoch: 798)] +2024-10-13 18:30:58,234 - ==> Total time: 1 day, 20:43:49 Eta: 11:19:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 18:31:02,599 - Train: 79.80% [998300/1251000] [798.0/1000.0] [batch_t 0.157 (0.345)] [data_t 0.004] [optim_t 0.153] [lr 0.000319] [CE 4.505 (4.269)] [KD 3.644 (3.568)] +2024-10-13 18:31:10,138 - Train: 79.80% [998350/1251000] [798.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000319] [CE 4.787 (4.373)] [KD 3.981 (3.814)] +2024-10-13 18:31:17,551 - Train: 79.81% [998400/1251000] [798.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.000319] [CE 4.559 (4.349)] [KD 3.691 (3.806)] +2024-10-13 18:31:25,477 - Train: 79.81% [998450/1251000] [798.1/1000.0] [batch_t 0.155 (0.158)] [data_t 0.003] [optim_t 0.151] [lr 0.000319] [CE 4.464 (4.338)] [KD 3.646 (3.771)] +2024-10-13 18:31:32,930 - Train: 79.82% [998500/1251000] [798.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.000319] [CE 4.264 (4.399)] [KD 3.827 (3.780)] +2024-10-13 18:31:40,373 - Train: 79.82% [998550/1251000] [798.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000319] [CE 4.605 (4.456)] [KD 3.899 (3.858)] +2024-10-13 18:31:48,036 - Train: 79.82% [998600/1251000] [798.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000318] [CE 4.443 (4.358)] [KD 4.169 (3.828)] +2024-10-13 18:31:55,540 - Train: 79.83% [998650/1251000] [798.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000318] [CE 3.984 (4.349)] [KD 3.694 (3.844)] +2024-10-13 18:32:03,344 - Train: 79.83% [998700/1251000] [798.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000318] [CE 4.592 (4.246)] [KD 3.914 (3.761)] +2024-10-13 18:32:10,766 - Train: 79.84% [998750/1251000] [798.4/1000.0] [batch_t 0.152 (0.148)] [data_t 0.009] [optim_t 0.143] [lr 0.000318] [CE 4.572 (4.303)] [KD 3.890 (3.760)] +2024-10-13 18:32:18,150 - Train: 79.84% [998800/1251000] [798.4/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.139] [lr 0.000318] [CE 4.675 (4.385)] [KD 3.943 (3.810)] +2024-10-13 18:32:25,665 - Train: 79.84% [998850/1251000] [798.4/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.000318] [CE 4.257 (4.400)] [KD 3.308 (3.791)] +2024-10-13 18:32:33,285 - Train: 79.85% [998900/1251000] [798.5/1000.0] [batch_t 0.267 (0.152)] [data_t 0.004] [optim_t 0.263] [lr 0.000318] [CE 4.308 (4.412)] [KD 3.605 (3.808)] +2024-10-13 18:32:40,679 - Train: 79.85% [998950/1251000] [798.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.000318] [CE 4.459 (4.435)] [KD 3.935 (3.867)] +2024-10-13 18:32:48,180 - Train: 79.86% [999000/1251000] [798.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000318] [CE 3.928 (4.462)] [KD 3.543 (3.878)] +2024-10-13 18:32:55,681 - Train: 79.86% [999050/1251000] [798.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000317] [CE 4.448 (4.368)] [KD 3.629 (3.808)] +2024-10-13 18:33:03,362 - Train: 79.86% [999100/1251000] [798.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000317] [CE 4.775 (4.399)] [KD 4.102 (3.808)] +2024-10-13 18:33:10,978 - Train: 79.87% [999150/1251000] [798.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000317] [CE 4.501 (4.345)] [KD 3.892 (3.760)] +2024-10-13 18:33:18,502 - Train: 79.87% [999200/1251000] [798.7/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000317] [CE 3.729 (4.379)] [KD 3.522 (3.746)] +2024-10-13 18:33:25,992 - Train: 79.88% [999250/1251000] [798.8/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000317] [CE 4.173 (4.453)] [KD 3.560 (3.837)] +2024-10-13 18:33:33,597 - Train: 79.88% [999300/1251000] [798.8/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000317] [CE 4.335 (4.434)] [KD 4.027 (3.852)] +2024-10-13 18:33:40,998 - Train: 79.88% [999350/1251000] [798.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000317] [CE 4.515 (4.413)] [KD 3.600 (3.833)] +2024-10-13 18:33:48,335 - Train: 79.89% [999400/1251000] [798.9/1000.0] [batch_t 0.147 (0.147)] [data_t 0.003] [optim_t 0.144] [lr 0.000317] [CE 4.200 (4.342)] [KD 3.652 (3.796)] +2024-10-13 18:33:55,990 - Train: 79.89% [999450/1251000] [798.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000317] [CE 4.353 (4.382)] [KD 3.562 (3.784)] +2024-10-13 18:34:03,684 - Train: 79.90% [999500/1251000] [799.0/1000.0] [batch_t 0.281 (0.154)] [data_t 0.006] [optim_t 0.276] [lr 0.000316] [CE 4.147 (4.370)] [KD 3.600 (3.773)] +2024-10-13 18:34:16,719 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 35923] [top5_cnt 45285] [top_all 50000] +2024-10-13 18:34:16,720 - net: 71.846 (90.570) +2024-10-13 18:34:22,563 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37404] [top5_cnt 46040] [top_all 50000] +2024-10-13 18:34:22,564 - net_E: 74.808 (92.080) +2024-10-13 18:34:22,694 - Max [top1: 72.886 (epoch: 798)] [top1-ema: 74.890 (epoch: 798)] +2024-10-13 18:34:22,694 - ==> Total time: 1 day, 20:47:13 Eta: 11:16:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 18:34:24,913 - Train: 79.90% [999550/1251000] [799.0/1000.0] [batch_t 0.649 (0.649)] [data_t 0.488] [optim_t 0.161] [lr 0.000316] [CE 3.505 (3.505)] [KD 3.427 (3.427)] +2024-10-13 18:34:32,318 - Train: 79.90% [999600/1251000] [799.0/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000316] [CE 4.650 (4.315)] [KD 4.136 (3.757)] +2024-10-13 18:34:39,868 - Train: 79.91% [999650/1251000] [799.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000316] [CE 4.222 (4.380)] [KD 3.708 (3.773)] +2024-10-13 18:34:47,304 - Train: 79.91% [999700/1251000] [799.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000316] [CE 4.715 (4.468)] [KD 4.151 (3.851)] +2024-10-13 18:34:54,829 - Train: 79.92% [999750/1251000] [799.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000316] [CE 4.804 (4.273)] [KD 4.146 (3.749)] +2024-10-13 18:35:02,388 - Train: 79.92% [999800/1251000] [799.2/1000.0] [batch_t 0.155 (0.151)] [data_t 0.006] [optim_t 0.149] [lr 0.000316] [CE 4.639 (4.435)] [KD 3.911 (3.836)] +2024-10-13 18:35:10,061 - Train: 79.92% [999850/1251000] [799.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000316] [CE 4.447 (4.332)] [KD 3.980 (3.768)] +2024-10-13 18:35:17,569 - Train: 79.93% [999900/1251000] [799.3/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.000316] [CE 4.679 (4.378)] [KD 4.031 (3.811)] +2024-10-13 18:35:25,221 - Train: 79.93% [999950/1251000] [799.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000315] [CE 3.913 (4.363)] [KD 3.397 (3.782)] +2024-10-13 18:35:32,760 - Train: 79.94% [1000000/1251000] [799.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000315] [CE 4.517 (4.385)] [KD 3.865 (3.793)] +2024-10-13 18:35:40,262 - Train: 79.94% [1000050/1251000] [799.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000315] [CE 4.292 (4.450)] [KD 3.764 (3.831)] +2024-10-13 18:35:47,810 - Train: 79.94% [1000100/1251000] [799.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000315] [CE 3.913 (4.402)] [KD 3.364 (3.812)] +2024-10-13 18:35:55,228 - Train: 79.95% [1000150/1251000] [799.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.000315] [CE 3.892 (4.391)] [KD 3.662 (3.855)] +2024-10-13 18:36:02,641 - Train: 79.95% [1000200/1251000] [799.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000315] [CE 4.226 (4.469)] [KD 3.607 (3.889)] +2024-10-13 18:36:10,396 - Train: 79.96% [1000250/1251000] [799.6/1000.0] [batch_t 0.248 (0.155)] [data_t 0.004] [optim_t 0.244] [lr 0.000315] [CE 3.992 (4.461)] [KD 3.583 (3.867)] +2024-10-13 18:36:18,059 - Train: 79.96% [1000300/1251000] [799.6/1000.0] [batch_t 0.143 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.000315] [CE 4.496 (4.339)] [KD 3.722 (3.783)] +2024-10-13 18:36:25,562 - Train: 79.96% [1000350/1251000] [799.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000315] [CE 4.539 (4.371)] [KD 3.880 (3.783)] +2024-10-13 18:36:33,209 - Train: 79.97% [1000400/1251000] [799.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000314] [CE 4.363 (4.391)] [KD 3.672 (3.828)] +2024-10-13 18:36:40,605 - Train: 79.97% [1000450/1251000] [799.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.000314] [CE 4.626 (4.400)] [KD 4.040 (3.863)] +2024-10-13 18:36:48,093 - Train: 79.98% [1000500/1251000] [799.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000314] [CE 4.508 (4.424)] [KD 3.760 (3.889)] +2024-10-13 18:36:55,647 - Train: 79.98% [1000550/1251000] [799.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.000314] [CE 4.418 (4.360)] [KD 3.681 (3.814)] +2024-10-13 18:37:03,083 - Train: 79.98% [1000600/1251000] [799.8/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000314] [CE 4.035 (4.415)] [KD 3.717 (3.845)] +2024-10-13 18:37:10,761 - Train: 79.99% [1000650/1251000] [799.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000314] [CE 4.314 (4.364)] [KD 3.676 (3.803)] +2024-10-13 18:37:18,373 - Train: 79.99% [1000700/1251000] [799.9/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000314] [CE 4.215 (4.385)] [KD 3.762 (3.796)] +2024-10-13 18:37:25,931 - Train: 80.00% [1000750/1251000] [800.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000314] [CE 4.864 (4.342)] [KD 4.303 (3.828)] +2024-10-13 18:37:33,379 - Train: 80.00% [1000800/1251000] [800.0/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.139] [lr 0.000314] [CE 4.424 (4.355)] [KD 3.898 (3.791)] +2024-10-13 18:37:38,977 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35968] [top5_cnt 45220] [top_all 50000] +2024-10-13 18:37:38,977 - net: 71.936 (90.440) +2024-10-13 18:37:44,742 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 37432] [top5_cnt 46038] [top_all 50000] +2024-10-13 18:37:44,743 - net_E: 74.864 (92.076) +2024-10-13 18:37:44,894 - Max [top1: 72.886 (epoch: 798)] [top1-ema: 74.890 (epoch: 798)] +2024-10-13 18:37:44,895 - ==> Total time: 1 day, 20:50:35 Eta: 11:12:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 18:37:54,699 - Train: 80.00% [1000850/1251000] [800.0/1000.0] [batch_t 0.147 (0.164)] [data_t 0.004] [optim_t 0.143] [lr 0.000314] [CE 4.465 (4.404)] [KD 3.828 (3.794)] +2024-10-13 18:38:02,192 - Train: 80.01% [1000900/1251000] [800.1/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000313] [CE 3.972 (4.341)] [KD 3.543 (3.747)] +2024-10-13 18:38:09,943 - Train: 80.01% [1000950/1251000] [800.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000313] [CE 4.059 (4.392)] [KD 3.618 (3.814)] +2024-10-13 18:38:17,660 - Train: 80.02% [1001000/1251000] [800.2/1000.0] [batch_t 0.159 (0.154)] [data_t 0.004] [optim_t 0.154] [lr 0.000313] [CE 4.454 (4.374)] [KD 3.741 (3.771)] +2024-10-13 18:38:25,294 - Train: 80.02% [1001050/1251000] [800.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000313] [CE 4.941 (4.369)] [KD 4.216 (3.782)] +2024-10-13 18:38:33,324 - Train: 80.02% [1001100/1251000] [800.2/1000.0] [batch_t 0.150 (0.160)] [data_t 0.005] [optim_t 0.145] [lr 0.000313] [CE 4.621 (4.431)] [KD 4.018 (3.812)] +2024-10-13 18:38:40,870 - Train: 80.03% [1001150/1251000] [800.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000313] [CE 4.352 (4.345)] [KD 3.724 (3.760)] +2024-10-13 18:38:48,306 - Train: 80.03% [1001200/1251000] [800.3/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.150] [lr 0.000313] [CE 4.449 (4.344)] [KD 3.531 (3.733)] +2024-10-13 18:38:55,767 - Train: 80.04% [1001250/1251000] [800.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000313] [CE 4.472 (4.370)] [KD 4.025 (3.789)] +2024-10-13 18:39:03,237 - Train: 80.04% [1001300/1251000] [800.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000313] [CE 4.763 (4.495)] [KD 3.797 (3.849)] +2024-10-13 18:39:10,983 - Train: 80.04% [1001350/1251000] [800.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000312] [CE 4.172 (4.359)] [KD 3.752 (3.771)] +2024-10-13 18:39:18,813 - Train: 80.05% [1001400/1251000] [800.5/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000312] [CE 4.361 (4.405)] [KD 3.785 (3.824)] +2024-10-13 18:39:26,447 - Train: 80.05% [1001450/1251000] [800.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.000312] [CE 3.920 (4.395)] [KD 3.481 (3.848)] +2024-10-13 18:39:33,941 - Train: 80.06% [1001500/1251000] [800.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000312] [CE 4.218 (4.413)] [KD 3.690 (3.815)] +2024-10-13 18:39:41,733 - Train: 80.06% [1001550/1251000] [800.6/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000312] [CE 4.055 (4.412)] [KD 3.520 (3.843)] +2024-10-13 18:39:49,368 - Train: 80.06% [1001600/1251000] [800.6/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000312] [CE 3.913 (4.421)] [KD 3.484 (3.808)] +2024-10-13 18:39:57,142 - Train: 80.07% [1001650/1251000] [800.7/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000312] [CE 4.130 (4.387)] [KD 3.548 (3.775)] +2024-10-13 18:40:04,945 - Train: 80.07% [1001700/1251000] [800.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000312] [CE 4.751 (4.424)] [KD 4.150 (3.851)] +2024-10-13 18:40:12,484 - Train: 80.08% [1001750/1251000] [800.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000312] [CE 5.124 (4.295)] [KD 4.456 (3.726)] +2024-10-13 18:40:20,273 - Train: 80.08% [1001800/1251000] [800.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000311] [CE 4.546 (4.356)] [KD 3.742 (3.788)] +2024-10-13 18:40:27,951 - Train: 80.08% [1001850/1251000] [800.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000311] [CE 4.461 (4.393)] [KD 3.794 (3.794)] +2024-10-13 18:40:35,492 - Train: 80.09% [1001900/1251000] [800.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000311] [CE 4.456 (4.406)] [KD 3.864 (3.848)] +2024-10-13 18:40:43,691 - Train: 80.09% [1001950/1251000] [800.9/1000.0] [batch_t 0.154 (0.164)] [data_t 0.005] [optim_t 0.150] [lr 0.000311] [CE 4.816 (4.482)] [KD 4.026 (3.886)] +2024-10-13 18:40:51,290 - Train: 80.10% [1002000/1251000] [801.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000311] [CE 3.782 (4.395)] [KD 3.492 (3.789)] +2024-10-13 18:40:58,742 - Train: 80.10% [1002050/1251000] [801.0/1000.0] [batch_t 0.140 (0.149)] [data_t 0.005] [optim_t 0.135] [lr 0.000311] [CE 4.996 (4.332)] [KD 3.988 (3.746)] +2024-10-13 18:41:04,646 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 36431] [top5_cnt 45549] [top_all 50000] +2024-10-13 18:41:04,646 - net: 72.862 (91.098) +2024-10-13 18:41:10,398 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37442] [top5_cnt 46063] [top_all 50000] +2024-10-13 18:41:10,399 - net_E: 74.884 (92.126) +2024-10-13 18:41:10,550 - Max [top1: 72.886 (epoch: 798)] [top1-ema: 74.890 (epoch: 798)] +2024-10-13 18:41:10,551 - ==> Total time: 1 day, 20:54:01 Eta: 11:09:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 18:41:19,683 - Train: 80.10% [1002100/1251000] [801.0/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.000311] [CE 4.566 (4.398)] [KD 3.881 (3.785)] +2024-10-13 18:41:27,274 - Train: 80.11% [1002150/1251000] [801.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000311] [CE 3.977 (4.369)] [KD 3.647 (3.754)] +2024-10-13 18:41:34,933 - Train: 80.11% [1002200/1251000] [801.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000311] [CE 4.142 (4.395)] [KD 3.516 (3.808)] +2024-10-13 18:41:42,839 - Train: 80.12% [1002250/1251000] [801.2/1000.0] [batch_t 0.157 (0.158)] [data_t 0.005] [optim_t 0.152] [lr 0.000310] [CE 4.245 (4.421)] [KD 3.647 (3.767)] +2024-10-13 18:41:50,349 - Train: 80.12% [1002300/1251000] [801.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000310] [CE 4.816 (4.340)] [KD 3.967 (3.790)] +2024-10-13 18:41:58,179 - Train: 80.12% [1002350/1251000] [801.2/1000.0] [batch_t 0.145 (0.156)] [data_t 0.003] [optim_t 0.141] [lr 0.000310] [CE 4.776 (4.430)] [KD 4.203 (3.840)] +2024-10-13 18:42:05,798 - Train: 80.13% [1002400/1251000] [801.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000310] [CE 4.427 (4.369)] [KD 3.680 (3.797)] +2024-10-13 18:42:13,409 - Train: 80.13% [1002450/1251000] [801.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000310] [CE 3.760 (4.289)] [KD 3.549 (3.721)] +2024-10-13 18:42:20,882 - Train: 80.14% [1002500/1251000] [801.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000310] [CE 4.448 (4.342)] [KD 3.774 (3.750)] +2024-10-13 18:42:28,574 - Train: 80.14% [1002550/1251000] [801.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000310] [CE 4.283 (4.329)] [KD 3.863 (3.739)] +2024-10-13 18:42:36,026 - Train: 80.14% [1002600/1251000] [801.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000310] [CE 4.713 (4.420)] [KD 3.811 (3.801)] +2024-10-13 18:42:43,716 - Train: 80.15% [1002650/1251000] [801.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000310] [CE 4.031 (4.332)] [KD 3.490 (3.735)] +2024-10-13 18:42:51,122 - Train: 80.15% [1002700/1251000] [801.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000309] [CE 4.505 (4.367)] [KD 3.798 (3.742)] +2024-10-13 18:42:58,684 - Train: 80.16% [1002750/1251000] [801.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000309] [CE 3.750 (4.389)] [KD 3.595 (3.783)] +2024-10-13 18:43:06,493 - Train: 80.16% [1002800/1251000] [801.6/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.000309] [CE 3.992 (4.363)] [KD 3.576 (3.806)] +2024-10-13 18:43:14,074 - Train: 80.16% [1002850/1251000] [801.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000309] [CE 4.454 (4.303)] [KD 3.739 (3.726)] +2024-10-13 18:43:21,636 - Train: 80.17% [1002900/1251000] [801.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000309] [CE 4.490 (4.464)] [KD 3.879 (3.827)] +2024-10-13 18:43:29,172 - Train: 80.17% [1002950/1251000] [801.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000309] [CE 4.605 (4.335)] [KD 3.782 (3.783)] +2024-10-13 18:43:36,620 - Train: 80.18% [1003000/1251000] [801.8/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.000309] [CE 4.347 (4.296)] [KD 3.724 (3.742)] +2024-10-13 18:43:44,243 - Train: 80.18% [1003050/1251000] [801.8/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.000309] [CE 4.258 (4.434)] [KD 3.918 (3.860)] +2024-10-13 18:43:51,860 - Train: 80.18% [1003100/1251000] [801.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000309] [CE 4.624 (4.355)] [KD 3.649 (3.748)] +2024-10-13 18:43:59,506 - Train: 80.19% [1003150/1251000] [801.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000308] [CE 4.946 (4.317)] [KD 4.124 (3.770)] +2024-10-13 18:44:07,330 - Train: 80.19% [1003200/1251000] [801.9/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.000308] [CE 4.746 (4.346)] [KD 3.857 (3.758)] +2024-10-13 18:44:14,974 - Train: 80.20% [1003250/1251000] [802.0/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.000308] [CE 4.251 (4.411)] [KD 3.866 (3.788)] +2024-10-13 18:44:22,458 - Train: 80.20% [1003300/1251000] [802.0/1000.0] [batch_t 0.139 (0.150)] [data_t 0.004] [optim_t 0.135] [lr 0.000308] [CE 4.211 (4.425)] [KD 3.705 (3.811)] +2024-10-13 18:44:28,341 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 35806] [top5_cnt 45139] [top_all 50000] +2024-10-13 18:44:28,342 - net: 71.612 (90.278) +2024-10-13 18:44:34,112 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 37471] [top5_cnt 46051] [top_all 50000] +2024-10-13 18:44:34,112 - net_E: 74.942 (92.102) +2024-10-13 18:44:34,240 - Max [top1: 72.886 (epoch: 798)] [top1-ema: 74.942 (epoch: 802)] +2024-10-13 18:44:34,240 - ==> Total time: 1 day, 20:57:25 Eta: 11:05:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 18:44:44,757 - Train: 80.20% [1003350/1251000] [802.0/1000.0] [batch_t 0.147 (0.160)] [data_t 0.003] [optim_t 0.143] [lr 0.000308] [CE 4.212 (4.385)] [KD 3.577 (3.764)] +2024-10-13 18:44:52,355 - Train: 80.21% [1003400/1251000] [802.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000308] [CE 5.042 (4.400)] [KD 4.069 (3.788)] +2024-10-13 18:45:00,048 - Train: 80.21% [1003450/1251000] [802.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.000308] [CE 4.143 (4.350)] [KD 3.428 (3.738)] +2024-10-13 18:45:07,575 - Train: 80.22% [1003500/1251000] [802.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000308] [CE 4.202 (4.381)] [KD 3.879 (3.774)] +2024-10-13 18:45:15,139 - Train: 80.22% [1003550/1251000] [802.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000308] [CE 3.793 (4.396)] [KD 3.423 (3.815)] +2024-10-13 18:45:23,011 - Train: 80.22% [1003600/1251000] [802.2/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000308] [CE 4.301 (4.417)] [KD 3.850 (3.820)] +2024-10-13 18:45:30,593 - Train: 80.23% [1003650/1251000] [802.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000307] [CE 4.830 (4.435)] [KD 3.980 (3.822)] +2024-10-13 18:45:38,029 - Train: 80.23% [1003700/1251000] [802.3/1000.0] [batch_t 0.153 (0.149)] [data_t 0.006] [optim_t 0.147] [lr 0.000307] [CE 4.768 (4.377)] [KD 3.943 (3.780)] +2024-10-13 18:45:45,597 - Train: 80.24% [1003750/1251000] [802.4/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000307] [CE 4.575 (4.368)] [KD 4.132 (3.796)] +2024-10-13 18:45:53,160 - Train: 80.24% [1003800/1251000] [802.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000307] [CE 4.851 (4.385)] [KD 4.356 (3.836)] +2024-10-13 18:46:00,719 - Train: 80.24% [1003850/1251000] [802.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000307] [CE 4.390 (4.368)] [KD 3.611 (3.783)] +2024-10-13 18:46:08,449 - Train: 80.25% [1003900/1251000] [802.5/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000307] [CE 4.612 (4.349)] [KD 4.033 (3.817)] +2024-10-13 18:46:15,867 - Train: 80.25% [1003950/1251000] [802.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000307] [CE 4.754 (4.341)] [KD 3.951 (3.776)] +2024-10-13 18:46:23,554 - Train: 80.26% [1004000/1251000] [802.6/1000.0] [batch_t 0.260 (0.154)] [data_t 0.005] [optim_t 0.255] [lr 0.000307] [CE 4.180 (4.434)] [KD 3.640 (3.824)] +2024-10-13 18:46:31,227 - Train: 80.26% [1004050/1251000] [802.6/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000307] [CE 4.318 (4.368)] [KD 3.537 (3.803)] +2024-10-13 18:46:38,619 - Train: 80.26% [1004100/1251000] [802.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000306] [CE 4.347 (4.393)] [KD 3.647 (3.812)] +2024-10-13 18:46:46,032 - Train: 80.27% [1004150/1251000] [802.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000306] [CE 4.233 (4.400)] [KD 3.788 (3.835)] +2024-10-13 18:46:53,410 - Train: 80.27% [1004200/1251000] [802.7/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.000306] [CE 4.431 (4.344)] [KD 3.685 (3.781)] +2024-10-13 18:47:01,056 - Train: 80.28% [1004250/1251000] [802.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000306] [CE 4.312 (4.357)] [KD 3.714 (3.802)] +2024-10-13 18:47:08,991 - Train: 80.28% [1004300/1251000] [802.8/1000.0] [batch_t 0.147 (0.159)] [data_t 0.004] [optim_t 0.143] [lr 0.000306] [CE 4.492 (4.419)] [KD 3.857 (3.819)] +2024-10-13 18:47:16,392 - Train: 80.28% [1004350/1251000] [802.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.000306] [CE 4.814 (4.372)] [KD 3.855 (3.769)] +2024-10-13 18:47:23,816 - Train: 80.29% [1004400/1251000] [802.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000306] [CE 4.579 (4.335)] [KD 3.880 (3.733)] +2024-10-13 18:47:31,335 - Train: 80.29% [1004450/1251000] [802.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000306] [CE 3.975 (4.363)] [KD 3.467 (3.804)] +2024-10-13 18:47:38,889 - Train: 80.30% [1004500/1251000] [803.0/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000306] [CE 4.295 (4.362)] [KD 3.836 (3.770)] +2024-10-13 18:47:46,447 - Train: 80.30% [1004550/1251000] [803.0/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.000305] [CE 4.418 (4.313)] [KD 3.711 (3.765)] +2024-10-13 18:47:52,532 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 36329] [top5_cnt 45575] [top_all 50000] +2024-10-13 18:47:52,532 - net: 72.658 (91.150) +2024-10-13 18:47:58,400 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37505] [top5_cnt 46051] [top_all 50000] +2024-10-13 18:47:58,400 - net_E: 75.010 (92.102) +2024-10-13 18:47:58,533 - Max [top1: 72.886 (epoch: 798)] [top1-ema: 75.010 (epoch: 803)] +2024-10-13 18:47:58,534 - ==> Total time: 1 day, 21:00:49 Eta: 11:02:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 18:48:09,432 - Train: 80.30% [1004600/1251000] [803.0/1000.0] [batch_t 0.150 (0.161)] [data_t 0.004] [optim_t 0.145] [lr 0.000305] [CE 3.830 (4.365)] [KD 3.432 (3.728)] +2024-10-13 18:48:17,072 - Train: 80.31% [1004650/1251000] [803.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000305] [CE 4.015 (4.291)] [KD 3.290 (3.711)] +2024-10-13 18:48:24,783 - Train: 80.31% [1004700/1251000] [803.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000305] [CE 3.999 (4.437)] [KD 3.308 (3.789)] +2024-10-13 18:48:32,243 - Train: 80.32% [1004750/1251000] [803.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000305] [CE 4.259 (4.435)] [KD 3.739 (3.794)] +2024-10-13 18:48:39,754 - Train: 80.32% [1004800/1251000] [803.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000305] [CE 4.085 (4.379)] [KD 3.809 (3.795)] +2024-10-13 18:48:47,323 - Train: 80.32% [1004850/1251000] [803.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000305] [CE 4.185 (4.313)] [KD 3.734 (3.758)] +2024-10-13 18:48:55,026 - Train: 80.33% [1004900/1251000] [803.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000305] [CE 4.127 (4.419)] [KD 3.757 (3.787)] +2024-10-13 18:49:02,614 - Train: 80.33% [1004950/1251000] [803.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000305] [CE 3.873 (4.366)] [KD 3.417 (3.802)] +2024-10-13 18:49:10,514 - Train: 80.34% [1005000/1251000] [803.4/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.000304] [CE 4.048 (4.422)] [KD 3.547 (3.788)] +2024-10-13 18:49:17,980 - Train: 80.34% [1005050/1251000] [803.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000304] [CE 4.437 (4.417)] [KD 3.875 (3.796)] +2024-10-13 18:49:25,570 - Train: 80.34% [1005100/1251000] [803.4/1000.0] [batch_t 0.167 (0.152)] [data_t 0.005] [optim_t 0.162] [lr 0.000304] [CE 4.385 (4.403)] [KD 3.712 (3.776)] +2024-10-13 18:49:33,078 - Train: 80.35% [1005150/1251000] [803.5/1000.0] [batch_t 0.157 (0.150)] [data_t 0.003] [optim_t 0.154] [lr 0.000304] [CE 3.840 (4.357)] [KD 3.593 (3.736)] +2024-10-13 18:49:40,656 - Train: 80.35% [1005200/1251000] [803.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000304] [CE 4.165 (4.335)] [KD 3.677 (3.747)] +2024-10-13 18:49:48,357 - Train: 80.36% [1005250/1251000] [803.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000304] [CE 4.486 (4.423)] [KD 3.884 (3.779)] +2024-10-13 18:49:56,227 - Train: 80.36% [1005300/1251000] [803.6/1000.0] [batch_t 0.160 (0.157)] [data_t 0.004] [optim_t 0.156] [lr 0.000304] [CE 4.476 (4.361)] [KD 3.676 (3.780)] +2024-10-13 18:50:03,835 - Train: 80.36% [1005350/1251000] [803.6/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000304] [CE 4.411 (4.343)] [KD 3.957 (3.786)] +2024-10-13 18:50:12,239 - Train: 80.37% [1005400/1251000] [803.7/1000.0] [batch_t 0.183 (0.168)] [data_t 0.005] [optim_t 0.178] [lr 0.000304] [CE 4.584 (4.402)] [KD 3.884 (3.792)] +2024-10-13 18:50:20,106 - Train: 80.37% [1005450/1251000] [803.7/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.000304] [CE 4.306 (4.362)] [KD 3.856 (3.800)] +2024-10-13 18:50:27,537 - Train: 80.38% [1005500/1251000] [803.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000303] [CE 4.156 (4.375)] [KD 3.663 (3.781)] +2024-10-13 18:50:35,310 - Train: 80.38% [1005550/1251000] [803.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000303] [CE 4.657 (4.337)] [KD 3.917 (3.824)] +2024-10-13 18:50:42,705 - Train: 80.38% [1005600/1251000] [803.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000303] [CE 4.190 (4.440)] [KD 3.680 (3.845)] +2024-10-13 18:50:50,170 - Train: 80.39% [1005650/1251000] [803.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000303] [CE 4.306 (4.397)] [KD 3.945 (3.834)] +2024-10-13 18:50:57,701 - Train: 80.39% [1005700/1251000] [803.9/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.000303] [CE 4.855 (4.436)] [KD 4.141 (3.831)] +2024-10-13 18:51:05,356 - Train: 80.40% [1005750/1251000] [804.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000303] [CE 4.122 (4.332)] [KD 3.634 (3.777)] +2024-10-13 18:51:12,844 - Train: 80.40% [1005800/1251000] [804.0/1000.0] [batch_t 0.140 (0.150)] [data_t 0.004] [optim_t 0.135] [lr 0.000303] [CE 4.369 (4.389)] [KD 3.713 (3.781)] +2024-10-13 18:51:19,014 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 36388] [top5_cnt 45532] [top_all 50000] +2024-10-13 18:51:19,014 - net: 72.776 (91.064) +2024-10-13 18:51:24,916 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37493] [top5_cnt 46054] [top_all 50000] +2024-10-13 18:51:24,916 - net_E: 74.986 (92.108) +2024-10-13 18:51:25,054 - Max [top1: 72.886 (epoch: 798)] [top1-ema: 75.010 (epoch: 803)] +2024-10-13 18:51:25,054 - ==> Total time: 1 day, 21:04:16 Eta: 10:59:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 18:51:34,449 - Train: 80.40% [1005850/1251000] [804.0/1000.0] [batch_t 0.149 (0.163)] [data_t 0.003] [optim_t 0.146] [lr 0.000303] [CE 4.560 (4.323)] [KD 3.912 (3.728)] +2024-10-13 18:51:41,926 - Train: 80.41% [1005900/1251000] [804.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.000303] [CE 4.211 (4.314)] [KD 3.718 (3.729)] +2024-10-13 18:51:49,644 - Train: 80.41% [1005950/1251000] [804.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000302] [CE 4.707 (4.377)] [KD 4.010 (3.755)] +2024-10-13 18:51:57,053 - Train: 80.42% [1006000/1251000] [804.2/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.000302] [CE 4.981 (4.353)] [KD 4.212 (3.733)] +2024-10-13 18:52:04,501 - Train: 80.42% [1006050/1251000] [804.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000302] [CE 4.674 (4.349)] [KD 3.812 (3.743)] +2024-10-13 18:52:12,176 - Train: 80.42% [1006100/1251000] [804.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000302] [CE 4.463 (4.433)] [KD 3.927 (3.796)] +2024-10-13 18:52:19,980 - Train: 80.43% [1006150/1251000] [804.3/1000.0] [batch_t 0.145 (0.156)] [data_t 0.005] [optim_t 0.140] [lr 0.000302] [CE 4.428 (4.387)] [KD 3.743 (3.777)] +2024-10-13 18:52:27,487 - Train: 80.43% [1006200/1251000] [804.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000302] [CE 4.410 (4.330)] [KD 3.894 (3.707)] +2024-10-13 18:52:35,040 - Train: 80.44% [1006250/1251000] [804.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000302] [CE 4.396 (4.402)] [KD 3.714 (3.770)] +2024-10-13 18:52:42,585 - Train: 80.44% [1006300/1251000] [804.4/1000.0] [batch_t 0.163 (0.151)] [data_t 0.004] [optim_t 0.159] [lr 0.000302] [CE 3.849 (4.332)] [KD 3.662 (3.762)] +2024-10-13 18:52:50,162 - Train: 80.44% [1006350/1251000] [804.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000302] [CE 4.838 (4.329)] [KD 3.812 (3.732)] +2024-10-13 18:52:57,745 - Train: 80.45% [1006400/1251000] [804.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000301] [CE 5.058 (4.343)] [KD 4.243 (3.755)] +2024-10-13 18:53:05,321 - Train: 80.45% [1006450/1251000] [804.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000301] [CE 4.605 (4.424)] [KD 3.824 (3.774)] +2024-10-13 18:53:12,890 - Train: 80.46% [1006500/1251000] [804.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.007] [optim_t 0.146] [lr 0.000301] [CE 4.171 (4.371)] [KD 3.421 (3.761)] +2024-10-13 18:53:20,584 - Train: 80.46% [1006550/1251000] [804.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000301] [CE 4.624 (4.354)] [KD 4.233 (3.780)] +2024-10-13 18:53:28,149 - Train: 80.46% [1006600/1251000] [804.6/1000.0] [batch_t 0.157 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.000301] [CE 4.594 (4.311)] [KD 3.784 (3.699)] +2024-10-13 18:53:35,597 - Train: 80.47% [1006650/1251000] [804.7/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.000301] [CE 3.982 (4.360)] [KD 3.590 (3.754)] +2024-10-13 18:53:43,299 - Train: 80.47% [1006700/1251000] [804.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.000301] [CE 3.759 (4.400)] [KD 3.636 (3.775)] +2024-10-13 18:53:50,818 - Train: 80.48% [1006750/1251000] [804.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000301] [CE 4.612 (4.379)] [KD 4.171 (3.784)] +2024-10-13 18:53:58,503 - Train: 80.48% [1006800/1251000] [804.8/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.000301] [CE 4.103 (4.388)] [KD 3.597 (3.803)] +2024-10-13 18:54:05,981 - Train: 80.48% [1006850/1251000] [804.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000300] [CE 4.322 (4.358)] [KD 3.666 (3.790)] +2024-10-13 18:54:13,442 - Train: 80.49% [1006900/1251000] [804.9/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.000300] [CE 4.590 (4.416)] [KD 4.125 (3.814)] +2024-10-13 18:54:21,167 - Train: 80.49% [1006950/1251000] [804.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000300] [CE 4.644 (4.397)] [KD 3.891 (3.764)] +2024-10-13 18:54:28,966 - Train: 80.50% [1007000/1251000] [805.0/1000.0] [batch_t 0.149 (0.156)] [data_t 0.006] [optim_t 0.143] [lr 0.000300] [CE 3.920 (4.349)] [KD 3.562 (3.747)] +2024-10-13 18:54:36,447 - Train: 80.50% [1007050/1251000] [805.0/1000.0] [batch_t 0.138 (0.149)] [data_t 0.002] [optim_t 0.136] [lr 0.000300] [CE 4.400 (4.324)] [KD 3.834 (3.760)] +2024-10-13 18:54:42,800 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36096] [top5_cnt 45465] [top_all 50000] +2024-10-13 18:54:42,800 - net: 72.192 (90.930) +2024-10-13 18:54:48,500 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 37509] [top5_cnt 46059] [top_all 50000] +2024-10-13 18:54:48,501 - net_E: 75.018 (92.118) +2024-10-13 18:54:48,646 - Max [top1: 72.886 (epoch: 798)] [top1-ema: 75.018 (epoch: 805)] +2024-10-13 18:54:48,646 - ==> Total time: 1 day, 21:07:39 Eta: 10:55:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 18:54:58,045 - Train: 80.50% [1007100/1251000] [805.0/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.000300] [CE 4.057 (4.436)] [KD 3.785 (3.823)] +2024-10-13 18:55:05,544 - Train: 80.51% [1007150/1251000] [805.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000300] [CE 4.063 (4.310)] [KD 3.515 (3.742)] +2024-10-13 18:55:13,257 - Train: 80.51% [1007200/1251000] [805.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000300] [CE 4.574 (4.362)] [KD 3.783 (3.804)] +2024-10-13 18:55:20,702 - Train: 80.52% [1007250/1251000] [805.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000300] [CE 4.134 (4.318)] [KD 3.758 (3.739)] +2024-10-13 18:55:28,440 - Train: 80.52% [1007300/1251000] [805.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000300] [CE 5.047 (4.348)] [KD 4.320 (3.754)] +2024-10-13 18:55:36,016 - Train: 80.52% [1007350/1251000] [805.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000299] [CE 4.655 (4.408)] [KD 4.010 (3.764)] +2024-10-13 18:55:43,839 - Train: 80.53% [1007400/1251000] [805.3/1000.0] [batch_t 0.139 (0.156)] [data_t 0.005] [optim_t 0.134] [lr 0.000299] [CE 4.002 (4.373)] [KD 3.626 (3.766)] +2024-10-13 18:55:51,260 - Train: 80.53% [1007450/1251000] [805.3/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.000299] [CE 4.771 (4.376)] [KD 3.986 (3.781)] +2024-10-13 18:55:58,727 - Train: 80.54% [1007500/1251000] [805.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000299] [CE 4.570 (4.365)] [KD 3.814 (3.796)] +2024-10-13 18:56:06,457 - Train: 80.54% [1007550/1251000] [805.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.007] [optim_t 0.139] [lr 0.000299] [CE 4.274 (4.332)] [KD 3.664 (3.740)] +2024-10-13 18:56:14,045 - Train: 80.54% [1007600/1251000] [805.4/1000.0] [batch_t 0.253 (0.152)] [data_t 0.003] [optim_t 0.250] [lr 0.000299] [CE 4.775 (4.280)] [KD 3.978 (3.728)] +2024-10-13 18:56:21,618 - Train: 80.55% [1007650/1251000] [805.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000299] [CE 4.884 (4.366)] [KD 4.084 (3.790)] +2024-10-13 18:56:29,195 - Train: 80.55% [1007700/1251000] [805.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000299] [CE 4.338 (4.394)] [KD 3.694 (3.745)] +2024-10-13 18:56:36,832 - Train: 80.56% [1007750/1251000] [805.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000299] [CE 4.133 (4.457)] [KD 3.607 (3.815)] +2024-10-13 18:56:44,411 - Train: 80.56% [1007800/1251000] [805.6/1000.0] [batch_t 0.142 (0.151)] [data_t 0.003] [optim_t 0.139] [lr 0.000298] [CE 4.530 (4.410)] [KD 3.684 (3.824)] +2024-10-13 18:56:51,979 - Train: 80.56% [1007850/1251000] [805.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000298] [CE 3.780 (4.381)] [KD 3.465 (3.772)] +2024-10-13 18:56:59,362 - Train: 80.57% [1007900/1251000] [805.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.000298] [CE 3.923 (4.373)] [KD 3.634 (3.787)] +2024-10-13 18:57:07,089 - Train: 80.57% [1007950/1251000] [805.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000298] [CE 4.532 (4.403)] [KD 4.034 (3.823)] +2024-10-13 18:57:14,657 - Train: 80.58% [1008000/1251000] [805.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.007] [optim_t 0.140] [lr 0.000298] [CE 4.711 (4.462)] [KD 4.009 (3.815)] +2024-10-13 18:57:22,363 - Train: 80.58% [1008050/1251000] [805.8/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000298] [CE 4.516 (4.296)] [KD 3.840 (3.734)] +2024-10-13 18:57:29,838 - Train: 80.58% [1008100/1251000] [805.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.000298] [CE 4.692 (4.448)] [KD 3.977 (3.835)] +2024-10-13 18:57:37,277 - Train: 80.59% [1008150/1251000] [805.9/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.000298] [CE 4.560 (4.375)] [KD 3.923 (3.774)] +2024-10-13 18:57:44,901 - Train: 80.59% [1008200/1251000] [805.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000298] [CE 5.097 (4.418)] [KD 4.094 (3.777)] +2024-10-13 18:57:52,798 - Train: 80.60% [1008250/1251000] [806.0/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.000297] [CE 4.174 (4.430)] [KD 3.782 (3.822)] +2024-10-13 18:58:00,212 - Train: 80.60% [1008300/1251000] [806.0/1000.0] [batch_t 0.141 (0.148)] [data_t 0.003] [optim_t 0.138] [lr 0.000297] [CE 4.552 (4.356)] [KD 3.687 (3.806)] +2024-10-13 18:58:06,811 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 36378] [top5_cnt 45523] [top_all 50000] +2024-10-13 18:58:06,811 - net: 72.756 (91.046) +2024-10-13 18:58:12,645 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37530] [top5_cnt 46056] [top_all 50000] +2024-10-13 18:58:12,646 - net_E: 75.060 (92.112) +2024-10-13 18:58:12,782 - Max [top1: 72.886 (epoch: 798)] [top1-ema: 75.060 (epoch: 806)] +2024-10-13 18:58:12,783 - ==> Total time: 1 day, 21:11:03 Eta: 10:52:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 18:58:22,259 - Train: 80.60% [1008350/1251000] [806.0/1000.0] [batch_t 0.149 (0.163)] [data_t 0.005] [optim_t 0.144] [lr 0.000297] [CE 3.959 (4.264)] [KD 3.586 (3.708)] +2024-10-13 18:58:29,809 - Train: 80.61% [1008400/1251000] [806.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000297] [CE 4.008 (4.412)] [KD 3.507 (3.760)] +2024-10-13 18:58:37,502 - Train: 80.61% [1008450/1251000] [806.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000297] [CE 4.137 (4.412)] [KD 3.668 (3.779)] +2024-10-13 18:58:45,050 - Train: 80.62% [1008500/1251000] [806.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000297] [CE 3.895 (4.430)] [KD 3.287 (3.810)] +2024-10-13 18:58:52,482 - Train: 80.62% [1008550/1251000] [806.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.009] [optim_t 0.141] [lr 0.000297] [CE 4.654 (4.451)] [KD 3.872 (3.808)] +2024-10-13 18:59:00,053 - Train: 80.62% [1008600/1251000] [806.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000297] [CE 4.467 (4.476)] [KD 3.834 (3.836)] +2024-10-13 18:59:07,779 - Train: 80.63% [1008650/1251000] [806.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000297] [CE 4.343 (4.281)] [KD 3.913 (3.752)] +2024-10-13 18:59:15,507 - Train: 80.63% [1008700/1251000] [806.3/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000297] [CE 4.316 (4.282)] [KD 3.971 (3.684)] +2024-10-13 18:59:22,955 - Train: 80.64% [1008750/1251000] [806.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000296] [CE 4.267 (4.333)] [KD 3.662 (3.769)] +2024-10-13 18:59:30,573 - Train: 80.64% [1008800/1251000] [806.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000296] [CE 3.938 (4.297)] [KD 3.787 (3.748)] +2024-10-13 18:59:38,178 - Train: 80.64% [1008850/1251000] [806.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000296] [CE 3.792 (4.318)] [KD 3.236 (3.729)] +2024-10-13 18:59:45,869 - Train: 80.65% [1008900/1251000] [806.5/1000.0] [batch_t 0.278 (0.154)] [data_t 0.006] [optim_t 0.272] [lr 0.000296] [CE 4.304 (4.391)] [KD 3.621 (3.785)] +2024-10-13 18:59:53,310 - Train: 80.65% [1008950/1251000] [806.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000296] [CE 4.478 (4.393)] [KD 3.849 (3.799)] +2024-10-13 19:00:00,771 - Train: 80.66% [1009000/1251000] [806.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.000296] [CE 4.711 (4.398)] [KD 4.030 (3.821)] +2024-10-13 19:00:08,369 - Train: 80.66% [1009050/1251000] [806.6/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.000296] [CE 4.858 (4.340)] [KD 3.924 (3.755)] +2024-10-13 19:00:16,068 - Train: 80.66% [1009100/1251000] [806.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.000296] [CE 4.863 (4.272)] [KD 3.873 (3.682)] +2024-10-13 19:00:23,547 - Train: 80.67% [1009150/1251000] [806.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000296] [CE 4.875 (4.385)] [KD 3.902 (3.795)] +2024-10-13 19:00:31,133 - Train: 80.67% [1009200/1251000] [806.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000295] [CE 4.237 (4.397)] [KD 3.709 (3.821)] +2024-10-13 19:00:38,889 - Train: 80.68% [1009250/1251000] [806.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000295] [CE 4.489 (4.354)] [KD 3.890 (3.744)] +2024-10-13 19:00:46,566 - Train: 80.68% [1009300/1251000] [806.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000295] [CE 4.489 (4.363)] [KD 4.058 (3.761)] +2024-10-13 19:00:54,081 - Train: 80.68% [1009350/1251000] [806.8/1000.0] [batch_t 0.152 (0.150)] [data_t 0.007] [optim_t 0.145] [lr 0.000295] [CE 4.489 (4.444)] [KD 3.707 (3.781)] +2024-10-13 19:01:01,618 - Train: 80.69% [1009400/1251000] [806.9/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000295] [CE 4.474 (4.364)] [KD 4.071 (3.786)] +2024-10-13 19:01:09,272 - Train: 80.69% [1009450/1251000] [806.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000295] [CE 3.467 (4.392)] [KD 3.415 (3.798)] +2024-10-13 19:01:17,124 - Train: 80.70% [1009500/1251000] [807.0/1000.0] [batch_t 0.156 (0.157)] [data_t 0.004] [optim_t 0.153] [lr 0.000295] [CE 4.595 (4.447)] [KD 4.178 (3.790)] +2024-10-13 19:01:24,774 - Train: 80.70% [1009550/1251000] [807.0/1000.0] [batch_t 0.140 (0.153)] [data_t 0.003] [optim_t 0.136] [lr 0.000295] [CE 4.613 (4.393)] [KD 3.759 (3.785)] +2024-10-13 19:01:31,449 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 36413] [top5_cnt 45487] [top_all 50000] +2024-10-13 19:01:31,449 - net: 72.826 (90.974) +2024-10-13 19:01:37,356 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.108)] [top1_cnt 37535] [top5_cnt 46078] [top_all 50000] +2024-10-13 19:01:37,357 - net_E: 75.070 (92.156) +2024-10-13 19:01:37,475 - Max [top1: 72.886 (epoch: 798)] [top1-ema: 75.070 (epoch: 807)] +2024-10-13 19:01:37,475 - ==> Total time: 1 day, 21:14:28 Eta: 10:49:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 19:01:46,571 - Train: 80.70% [1009600/1251000] [807.0/1000.0] [batch_t 0.150 (0.158)] [data_t 0.006] [optim_t 0.144] [lr 0.000295] [CE 4.377 (4.337)] [KD 3.581 (3.736)] +2024-10-13 19:01:54,179 - Train: 80.71% [1009650/1251000] [807.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000295] [CE 4.093 (4.394)] [KD 3.778 (3.753)] +2024-10-13 19:02:02,075 - Train: 80.71% [1009700/1251000] [807.1/1000.0] [batch_t 0.155 (0.158)] [data_t 0.006] [optim_t 0.149] [lr 0.000294] [CE 4.023 (4.356)] [KD 3.690 (3.747)] +2024-10-13 19:02:09,535 - Train: 80.72% [1009750/1251000] [807.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000294] [CE 4.377 (4.353)] [KD 3.615 (3.739)] +2024-10-13 19:02:16,990 - Train: 80.72% [1009800/1251000] [807.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000294] [CE 3.725 (4.368)] [KD 3.471 (3.771)] +2024-10-13 19:02:24,812 - Train: 80.72% [1009850/1251000] [807.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000294] [CE 3.998 (4.310)] [KD 3.677 (3.743)] +2024-10-13 19:02:32,363 - Train: 80.73% [1009900/1251000] [807.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000294] [CE 4.940 (4.297)] [KD 4.286 (3.718)] +2024-10-13 19:02:40,164 - Train: 80.73% [1009950/1251000] [807.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000294] [CE 4.504 (4.343)] [KD 3.835 (3.752)] +2024-10-13 19:02:47,671 - Train: 80.74% [1010000/1251000] [807.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000294] [CE 4.496 (4.408)] [KD 3.829 (3.772)] +2024-10-13 19:02:55,113 - Train: 80.74% [1010050/1251000] [807.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000294] [CE 4.223 (4.363)] [KD 3.817 (3.794)] +2024-10-13 19:03:02,663 - Train: 80.74% [1010100/1251000] [807.4/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000294] [CE 4.093 (4.376)] [KD 3.487 (3.778)] +2024-10-13 19:03:10,393 - Train: 80.75% [1010150/1251000] [807.5/1000.0] [batch_t 0.156 (0.155)] [data_t 0.005] [optim_t 0.151] [lr 0.000293] [CE 4.383 (4.341)] [KD 3.777 (3.767)] +2024-10-13 19:03:17,981 - Train: 80.75% [1010200/1251000] [807.5/1000.0] [batch_t 0.158 (0.152)] [data_t 0.004] [optim_t 0.155] [lr 0.000293] [CE 4.151 (4.389)] [KD 3.674 (3.749)] +2024-10-13 19:03:25,550 - Train: 80.76% [1010250/1251000] [807.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000293] [CE 3.971 (4.367)] [KD 3.473 (3.735)] +2024-10-13 19:03:33,297 - Train: 80.76% [1010300/1251000] [807.6/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000293] [CE 4.600 (4.361)] [KD 3.884 (3.729)] +2024-10-13 19:03:40,899 - Train: 80.76% [1010350/1251000] [807.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000293] [CE 4.266 (4.372)] [KD 3.657 (3.738)] +2024-10-13 19:03:48,382 - Train: 80.77% [1010400/1251000] [807.7/1000.0] [batch_t 0.156 (0.150)] [data_t 0.007] [optim_t 0.149] [lr 0.000293] [CE 5.048 (4.358)] [KD 4.253 (3.760)] +2024-10-13 19:03:55,825 - Train: 80.77% [1010450/1251000] [807.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000293] [CE 4.180 (4.441)] [KD 3.721 (3.803)] +2024-10-13 19:04:03,506 - Train: 80.78% [1010500/1251000] [807.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000293] [CE 4.470 (4.349)] [KD 3.767 (3.722)] +2024-10-13 19:04:11,415 - Train: 80.78% [1010550/1251000] [807.8/1000.0] [batch_t 0.151 (0.158)] [data_t 0.006] [optim_t 0.145] [lr 0.000293] [CE 4.477 (4.383)] [KD 4.013 (3.761)] +2024-10-13 19:04:18,998 - Train: 80.78% [1010600/1251000] [807.8/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.000292] [CE 4.791 (4.360)] [KD 4.070 (3.731)] +2024-10-13 19:04:26,416 - Train: 80.79% [1010650/1251000] [807.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.000292] [CE 4.630 (4.381)] [KD 4.008 (3.725)] +2024-10-13 19:04:33,930 - Train: 80.79% [1010700/1251000] [807.9/1000.0] [batch_t 0.143 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.000292] [CE 4.374 (4.404)] [KD 3.663 (3.790)] +2024-10-13 19:04:41,443 - Train: 80.80% [1010750/1251000] [808.0/1000.0] [batch_t 0.150 (0.150)] [data_t 0.007] [optim_t 0.143] [lr 0.000292] [CE 4.226 (4.407)] [KD 3.761 (3.790)] +2024-10-13 19:04:49,025 - Train: 80.80% [1010800/1251000] [808.0/1000.0] [batch_t 0.141 (0.152)] [data_t 0.005] [optim_t 0.136] [lr 0.000292] [CE 4.251 (4.344)] [KD 3.649 (3.734)] +2024-10-13 19:04:55,813 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 36362] [top5_cnt 45508] [top_all 50000] +2024-10-13 19:04:55,813 - net: 72.724 (91.016) +2024-10-13 19:05:01,800 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 37517] [top5_cnt 46052] [top_all 50000] +2024-10-13 19:05:01,800 - net_E: 75.034 (92.104) +2024-10-13 19:05:01,920 - Max [top1: 72.886 (epoch: 798)] [top1-ema: 75.070 (epoch: 807)] +2024-10-13 19:05:01,920 - ==> Total time: 1 day, 21:17:52 Eta: 10:45:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 19:05:14,281 - Train: 80.80% [1010850/1251000] [808.0/1000.0] [batch_t 0.145 (0.163)] [data_t 0.003] [optim_t 0.142] [lr 0.000292] [CE 4.788 (4.327)] [KD 3.996 (3.705)] +2024-10-13 19:05:21,987 - Train: 80.81% [1010900/1251000] [808.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.007] [optim_t 0.141] [lr 0.000292] [CE 4.470 (4.382)] [KD 3.814 (3.697)] +2024-10-13 19:05:29,697 - Train: 80.81% [1010950/1251000] [808.1/1000.0] [batch_t 0.273 (0.154)] [data_t 0.006] [optim_t 0.267] [lr 0.000292] [CE 4.119 (4.372)] [KD 3.563 (3.756)] +2024-10-13 19:05:37,126 - Train: 80.82% [1011000/1251000] [808.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000292] [CE 4.532 (4.354)] [KD 3.855 (3.741)] +2024-10-13 19:05:44,661 - Train: 80.82% [1011050/1251000] [808.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000292] [CE 4.224 (4.403)] [KD 3.778 (3.753)] +2024-10-13 19:05:52,188 - Train: 80.82% [1011100/1251000] [808.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000291] [CE 4.407 (4.375)] [KD 3.638 (3.748)] +2024-10-13 19:05:59,602 - Train: 80.83% [1011150/1251000] [808.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000291] [CE 4.058 (4.387)] [KD 3.620 (3.768)] +2024-10-13 19:06:07,469 - Train: 80.83% [1011200/1251000] [808.3/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.000291] [CE 5.184 (4.401)] [KD 4.124 (3.789)] +2024-10-13 19:06:14,898 - Train: 80.84% [1011250/1251000] [808.4/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000291] [CE 4.039 (4.423)] [KD 3.592 (3.771)] +2024-10-13 19:06:22,468 - Train: 80.84% [1011300/1251000] [808.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000291] [CE 4.152 (4.372)] [KD 3.817 (3.794)] +2024-10-13 19:06:30,081 - Train: 80.84% [1011350/1251000] [808.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000291] [CE 4.655 (4.379)] [KD 3.868 (3.770)] +2024-10-13 19:06:37,720 - Train: 80.85% [1011400/1251000] [808.5/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000291] [CE 4.511 (4.471)] [KD 4.031 (3.787)] +2024-10-13 19:06:45,222 - Train: 80.85% [1011450/1251000] [808.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000291] [CE 4.731 (4.328)] [KD 3.858 (3.749)] +2024-10-13 19:06:52,751 - Train: 80.86% [1011500/1251000] [808.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000291] [CE 4.295 (4.360)] [KD 3.609 (3.733)] +2024-10-13 19:07:00,141 - Train: 80.86% [1011550/1251000] [808.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000290] [CE 4.605 (4.383)] [KD 3.769 (3.750)] +2024-10-13 19:07:07,677 - Train: 80.86% [1011600/1251000] [808.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000290] [CE 4.128 (4.469)] [KD 3.776 (3.837)] +2024-10-13 19:07:15,217 - Train: 80.87% [1011650/1251000] [808.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000290] [CE 4.439 (4.394)] [KD 3.891 (3.772)] +2024-10-13 19:07:22,864 - Train: 80.87% [1011700/1251000] [808.7/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.000290] [CE 4.052 (4.338)] [KD 3.791 (3.723)] +2024-10-13 19:07:30,595 - Train: 80.88% [1011750/1251000] [808.8/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000290] [CE 4.843 (4.394)] [KD 4.114 (3.741)] +2024-10-13 19:07:38,124 - Train: 80.88% [1011800/1251000] [808.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000290] [CE 4.720 (4.359)] [KD 4.034 (3.745)] +2024-10-13 19:07:45,495 - Train: 80.88% [1011850/1251000] [808.8/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.000290] [CE 4.514 (4.398)] [KD 3.878 (3.781)] +2024-10-13 19:07:52,972 - Train: 80.89% [1011900/1251000] [808.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.000290] [CE 4.242 (4.372)] [KD 3.522 (3.762)] +2024-10-13 19:08:00,466 - Train: 80.89% [1011950/1251000] [808.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000290] [CE 4.195 (4.326)] [KD 3.718 (3.712)] +2024-10-13 19:08:07,857 - Train: 80.90% [1012000/1251000] [809.0/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000290] [CE 4.745 (4.322)] [KD 4.295 (3.710)] +2024-10-13 19:08:15,691 - Train: 80.90% [1012050/1251000] [809.0/1000.0] [batch_t 0.138 (0.157)] [data_t 0.005] [optim_t 0.134] [lr 0.000289] [CE 4.054 (4.397)] [KD 3.646 (3.789)] +2024-10-13 19:08:22,625 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 36587] [top5_cnt 45569] [top_all 50000] +2024-10-13 19:08:22,626 - net: 73.174 (91.138) +2024-10-13 19:08:28,408 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37542] [top5_cnt 46063] [top_all 50000] +2024-10-13 19:08:28,409 - net_E: 75.084 (92.126) +2024-10-13 19:08:28,554 - Max [top1: 73.174 (epoch: 809)] [top1-ema: 75.084 (epoch: 809)] +2024-10-13 19:08:28,555 - ==> Total time: 1 day, 21:21:19 Eta: 10:42:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 19:08:38,800 - Train: 80.90% [1012100/1251000] [809.0/1000.0] [batch_t 0.150 (0.163)] [data_t 0.003] [optim_t 0.146] [lr 0.000289] [CE 4.521 (4.416)] [KD 3.913 (3.745)] +2024-10-13 19:08:46,336 - Train: 80.91% [1012150/1251000] [809.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.000289] [CE 4.339 (4.401)] [KD 3.799 (3.770)] +2024-10-13 19:08:53,749 - Train: 80.91% [1012200/1251000] [809.1/1000.0] [batch_t 0.155 (0.148)] [data_t 0.005] [optim_t 0.150] [lr 0.000289] [CE 4.326 (4.391)] [KD 3.800 (3.775)] +2024-10-13 19:09:01,393 - Train: 80.92% [1012250/1251000] [809.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000289] [CE 4.834 (4.388)] [KD 4.272 (3.771)] +2024-10-13 19:09:09,101 - Train: 80.92% [1012300/1251000] [809.2/1000.0] [batch_t 0.144 (0.154)] [data_t 0.006] [optim_t 0.138] [lr 0.000289] [CE 4.394 (4.314)] [KD 3.837 (3.701)] +2024-10-13 19:09:16,708 - Train: 80.92% [1012350/1251000] [809.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000289] [CE 4.031 (4.368)] [KD 3.479 (3.782)] +2024-10-13 19:09:24,294 - Train: 80.93% [1012400/1251000] [809.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000289] [CE 4.412 (4.352)] [KD 3.947 (3.728)] +2024-10-13 19:09:31,767 - Train: 80.93% [1012450/1251000] [809.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000289] [CE 4.325 (4.368)] [KD 3.780 (3.736)] +2024-10-13 19:09:39,302 - Train: 80.94% [1012500/1251000] [809.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000288] [CE 4.034 (4.327)] [KD 3.486 (3.708)] +2024-10-13 19:09:46,990 - Train: 80.94% [1012550/1251000] [809.4/1000.0] [batch_t 0.144 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000288] [CE 4.263 (4.332)] [KD 3.726 (3.729)] +2024-10-13 19:09:54,713 - Train: 80.94% [1012600/1251000] [809.4/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000288] [CE 4.288 (4.399)] [KD 3.700 (3.732)] +2024-10-13 19:10:02,302 - Train: 80.95% [1012650/1251000] [809.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000288] [CE 3.546 (4.374)] [KD 3.373 (3.722)] +2024-10-13 19:10:09,780 - Train: 80.95% [1012700/1251000] [809.5/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.000288] [CE 4.620 (4.397)] [KD 4.120 (3.784)] +2024-10-13 19:10:17,249 - Train: 80.96% [1012750/1251000] [809.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000288] [CE 4.997 (4.369)] [KD 3.771 (3.718)] +2024-10-13 19:10:24,761 - Train: 80.96% [1012800/1251000] [809.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000288] [CE 4.484 (4.405)] [KD 3.643 (3.757)] +2024-10-13 19:10:32,430 - Train: 80.96% [1012850/1251000] [809.6/1000.0] [batch_t 0.155 (0.153)] [data_t 0.007] [optim_t 0.148] [lr 0.000288] [CE 3.983 (4.364)] [KD 3.580 (3.744)] +2024-10-13 19:10:40,466 - Train: 80.97% [1012900/1251000] [809.7/1000.0] [batch_t 0.152 (0.161)] [data_t 0.003] [optim_t 0.149] [lr 0.000288] [CE 3.992 (4.327)] [KD 3.390 (3.749)] +2024-10-13 19:10:47,915 - Train: 80.97% [1012950/1251000] [809.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.007] [optim_t 0.141] [lr 0.000288] [CE 4.134 (4.333)] [KD 3.387 (3.733)] +2024-10-13 19:10:55,535 - Train: 80.98% [1013000/1251000] [809.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000287] [CE 4.215 (4.351)] [KD 3.735 (3.734)] +2024-10-13 19:11:03,015 - Train: 80.98% [1013050/1251000] [809.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000287] [CE 4.657 (4.398)] [KD 3.822 (3.735)] +2024-10-13 19:11:10,471 - Train: 80.98% [1013100/1251000] [809.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.000287] [CE 4.005 (4.463)] [KD 3.621 (3.768)] +2024-10-13 19:11:18,312 - Train: 80.99% [1013150/1251000] [809.9/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000287] [CE 4.274 (4.402)] [KD 3.648 (3.746)] +2024-10-13 19:11:25,965 - Train: 80.99% [1013200/1251000] [809.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000287] [CE 4.503 (4.371)] [KD 3.922 (3.781)] +2024-10-13 19:11:33,443 - Train: 81.00% [1013250/1251000] [810.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.000287] [CE 4.239 (4.340)] [KD 3.935 (3.770)] +2024-10-13 19:11:40,953 - Train: 81.00% [1013300/1251000] [810.0/1000.0] [batch_t 0.139 (0.150)] [data_t 0.003] [optim_t 0.136] [lr 0.000287] [CE 4.002 (4.420)] [KD 3.706 (3.751)] +2024-10-13 19:11:48,104 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36496] [top5_cnt 45525] [top_all 50000] +2024-10-13 19:11:48,105 - net: 72.992 (91.050) +2024-10-13 19:11:53,884 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 37543] [top5_cnt 46091] [top_all 50000] +2024-10-13 19:11:53,884 - net_E: 75.086 (92.182) +2024-10-13 19:11:54,011 - Max [top1: 73.174 (epoch: 809)] [top1-ema: 75.086 (epoch: 810)] +2024-10-13 19:11:54,012 - ==> Total time: 1 day, 21:24:45 Eta: 10:39:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 19:12:03,515 - Train: 81.00% [1013350/1251000] [810.0/1000.0] [batch_t 0.147 (0.159)] [data_t 0.005] [optim_t 0.142] [lr 0.000287] [CE 4.690 (4.321)] [KD 4.021 (3.727)] +2024-10-13 19:12:10,951 - Train: 81.01% [1013400/1251000] [810.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000287] [CE 4.149 (4.295)] [KD 3.815 (3.666)] +2024-10-13 19:12:18,881 - Train: 81.01% [1013450/1251000] [810.1/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.000286] [CE 4.701 (4.344)] [KD 4.033 (3.722)] +2024-10-13 19:12:26,487 - Train: 81.02% [1013500/1251000] [810.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000286] [CE 3.872 (4.360)] [KD 3.522 (3.734)] +2024-10-13 19:12:33,916 - Train: 81.02% [1013550/1251000] [810.2/1000.0] [batch_t 0.155 (0.148)] [data_t 0.009] [optim_t 0.147] [lr 0.000286] [CE 4.261 (4.362)] [KD 3.806 (3.745)] +2024-10-13 19:12:41,366 - Train: 81.02% [1013600/1251000] [810.2/1000.0] [batch_t 0.155 (0.149)] [data_t 0.004] [optim_t 0.151] [lr 0.000286] [CE 3.905 (4.398)] [KD 3.222 (3.742)] +2024-10-13 19:12:48,921 - Train: 81.03% [1013650/1251000] [810.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000286] [CE 4.562 (4.346)] [KD 3.713 (3.734)] +2024-10-13 19:12:56,721 - Train: 81.03% [1013700/1251000] [810.3/1000.0] [batch_t 0.256 (0.156)] [data_t 0.006] [optim_t 0.250] [lr 0.000286] [CE 3.962 (4.314)] [KD 3.409 (3.707)] +2024-10-13 19:13:04,489 - Train: 81.04% [1013750/1251000] [810.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000286] [CE 4.844 (4.409)] [KD 4.062 (3.759)] +2024-10-13 19:13:12,189 - Train: 81.04% [1013800/1251000] [810.4/1000.0] [batch_t 0.144 (0.154)] [data_t 0.003] [optim_t 0.141] [lr 0.000286] [CE 4.459 (4.437)] [KD 3.906 (3.775)] +2024-10-13 19:13:19,665 - Train: 81.04% [1013850/1251000] [810.4/1000.0] [batch_t 0.157 (0.149)] [data_t 0.003] [optim_t 0.153] [lr 0.000286] [CE 4.119 (4.393)] [KD 3.413 (3.707)] +2024-10-13 19:13:27,251 - Train: 81.05% [1013900/1251000] [810.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000286] [CE 3.812 (4.352)] [KD 3.417 (3.718)] +2024-10-13 19:13:34,639 - Train: 81.05% [1013950/1251000] [810.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000285] [CE 4.692 (4.334)] [KD 3.849 (3.721)] +2024-10-13 19:13:42,217 - Train: 81.06% [1014000/1251000] [810.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000285] [CE 3.937 (4.339)] [KD 3.435 (3.746)] +2024-10-13 19:13:49,978 - Train: 81.06% [1014050/1251000] [810.6/1000.0] [batch_t 0.261 (0.155)] [data_t 0.005] [optim_t 0.256] [lr 0.000285] [CE 4.029 (4.389)] [KD 3.429 (3.734)] +2024-10-13 19:13:57,648 - Train: 81.06% [1014100/1251000] [810.6/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.139] [lr 0.000285] [CE 4.303 (4.336)] [KD 3.746 (3.755)] +2024-10-13 19:14:05,227 - Train: 81.07% [1014150/1251000] [810.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000285] [CE 3.946 (4.342)] [KD 3.525 (3.729)] +2024-10-13 19:14:12,668 - Train: 81.07% [1014200/1251000] [810.7/1000.0] [batch_t 0.163 (0.149)] [data_t 0.004] [optim_t 0.159] [lr 0.000285] [CE 4.678 (4.371)] [KD 4.023 (3.744)] +2024-10-13 19:14:20,096 - Train: 81.08% [1014250/1251000] [810.8/1000.0] [batch_t 0.151 (0.148)] [data_t 0.006] [optim_t 0.145] [lr 0.000285] [CE 4.185 (4.352)] [KD 3.645 (3.735)] +2024-10-13 19:14:27,838 - Train: 81.08% [1014300/1251000] [810.8/1000.0] [batch_t 0.247 (0.155)] [data_t 0.004] [optim_t 0.243] [lr 0.000285] [CE 4.093 (4.354)] [KD 3.616 (3.772)] +2024-10-13 19:14:35,368 - Train: 81.08% [1014350/1251000] [810.8/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000285] [CE 5.158 (4.370)] [KD 3.860 (3.755)] +2024-10-13 19:14:42,801 - Train: 81.09% [1014400/1251000] [810.9/1000.0] [batch_t 0.143 (0.149)] [data_t 0.005] [optim_t 0.138] [lr 0.000285] [CE 4.372 (4.390)] [KD 3.747 (3.759)] +2024-10-13 19:14:50,358 - Train: 81.09% [1014450/1251000] [810.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000284] [CE 4.539 (4.390)] [KD 3.737 (3.769)] +2024-10-13 19:14:57,889 - Train: 81.10% [1014500/1251000] [811.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000284] [CE 4.401 (4.357)] [KD 3.731 (3.787)] +2024-10-13 19:15:05,329 - Train: 81.10% [1014550/1251000] [811.0/1000.0] [batch_t 0.140 (0.149)] [data_t 0.005] [optim_t 0.135] [lr 0.000284] [CE 4.568 (4.383)] [KD 3.750 (3.803)] +2024-10-13 19:15:12,518 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 36520] [top5_cnt 45586] [top_all 50000] +2024-10-13 19:15:12,518 - net: 73.040 (91.172) +2024-10-13 19:15:18,329 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37514] [top5_cnt 46085] [top_all 50000] +2024-10-13 19:15:18,329 - net_E: 75.028 (92.170) +2024-10-13 19:15:18,476 - Max [top1: 73.174 (epoch: 809)] [top1-ema: 75.086 (epoch: 810)] +2024-10-13 19:15:18,477 - ==> Total time: 1 day, 21:28:09 Eta: 10:35:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 19:15:26,228 - Train: 81.10% [1014600/1251000] [811.0/1000.0] [batch_t 0.152 (0.165)] [data_t 0.004] [optim_t 0.148] [lr 0.000284] [CE 4.183 (4.325)] [KD 3.678 (3.691)] +2024-10-13 19:15:33,722 - Train: 81.11% [1014650/1251000] [811.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000284] [CE 4.256 (4.359)] [KD 3.617 (3.755)] +2024-10-13 19:15:41,387 - Train: 81.11% [1014700/1251000] [811.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000284] [CE 3.562 (4.411)] [KD 3.219 (3.735)] +2024-10-13 19:15:49,066 - Train: 81.12% [1014750/1251000] [811.2/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000284] [CE 4.171 (4.365)] [KD 3.589 (3.775)] +2024-10-13 19:15:56,471 - Train: 81.12% [1014800/1251000] [811.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000284] [CE 3.762 (4.447)] [KD 3.259 (3.751)] +2024-10-13 19:16:04,053 - Train: 81.12% [1014850/1251000] [811.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.008] [optim_t 0.141] [lr 0.000284] [CE 4.380 (4.403)] [KD 3.873 (3.770)] +2024-10-13 19:16:11,627 - Train: 81.13% [1014900/1251000] [811.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000283] [CE 4.299 (4.373)] [KD 3.824 (3.761)] +2024-10-13 19:16:19,162 - Train: 81.13% [1014950/1251000] [811.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.007] [optim_t 0.141] [lr 0.000283] [CE 4.806 (4.303)] [KD 3.781 (3.706)] +2024-10-13 19:16:26,801 - Train: 81.14% [1015000/1251000] [811.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.000283] [CE 4.620 (4.364)] [KD 4.028 (3.767)] +2024-10-13 19:16:34,299 - Train: 81.14% [1015050/1251000] [811.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.009] [optim_t 0.141] [lr 0.000283] [CE 3.548 (4.264)] [KD 3.161 (3.684)] +2024-10-13 19:16:41,738 - Train: 81.14% [1015100/1251000] [811.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000283] [CE 3.829 (4.417)] [KD 3.498 (3.757)] +2024-10-13 19:16:49,359 - Train: 81.15% [1015150/1251000] [811.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000283] [CE 4.393 (4.382)] [KD 3.724 (3.754)] +2024-10-13 19:16:56,895 - Train: 81.15% [1015200/1251000] [811.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000283] [CE 3.839 (4.387)] [KD 3.242 (3.743)] +2024-10-13 19:17:04,341 - Train: 81.16% [1015250/1251000] [811.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000283] [CE 4.080 (4.401)] [KD 3.622 (3.780)] +2024-10-13 19:17:12,102 - Train: 81.16% [1015300/1251000] [811.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000283] [CE 4.363 (4.288)] [KD 3.816 (3.683)] +2024-10-13 19:17:19,650 - Train: 81.16% [1015350/1251000] [811.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000283] [CE 4.496 (4.333)] [KD 3.932 (3.742)] +2024-10-13 19:17:27,055 - Train: 81.17% [1015400/1251000] [811.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.003] [optim_t 0.147] [lr 0.000282] [CE 4.328 (4.310)] [KD 3.618 (3.722)] +2024-10-13 19:17:34,541 - Train: 81.17% [1015450/1251000] [811.7/1000.0] [batch_t 0.143 (0.150)] [data_t 0.005] [optim_t 0.138] [lr 0.000282] [CE 4.610 (4.385)] [KD 3.851 (3.704)] +2024-10-13 19:17:42,087 - Train: 81.18% [1015500/1251000] [811.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000282] [CE 3.961 (4.384)] [KD 3.523 (3.770)] +2024-10-13 19:17:49,837 - Train: 81.18% [1015550/1251000] [811.8/1000.0] [batch_t 0.345 (0.155)] [data_t 0.006] [optim_t 0.339] [lr 0.000282] [CE 4.307 (4.339)] [KD 3.997 (3.728)] +2024-10-13 19:17:57,477 - Train: 81.18% [1015600/1251000] [811.8/1000.0] [batch_t 0.158 (0.153)] [data_t 0.007] [optim_t 0.151] [lr 0.000282] [CE 3.891 (4.418)] [KD 3.655 (3.813)] +2024-10-13 19:18:05,056 - Train: 81.19% [1015650/1251000] [811.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000282] [CE 4.489 (4.373)] [KD 3.767 (3.740)] +2024-10-13 19:18:12,570 - Train: 81.19% [1015700/1251000] [811.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000282] [CE 4.661 (4.456)] [KD 3.949 (3.775)] +2024-10-13 19:18:19,981 - Train: 81.20% [1015750/1251000] [812.0/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000282] [CE 4.578 (4.391)] [KD 3.740 (3.748)] +2024-10-13 19:18:27,444 - Train: 81.20% [1015800/1251000] [812.0/1000.0] [batch_t 0.139 (0.149)] [data_t 0.003] [optim_t 0.137] [lr 0.000282] [CE 4.722 (4.388)] [KD 3.925 (3.777)] +2024-10-13 19:18:34,844 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 36489] [top5_cnt 45518] [top_all 50000] +2024-10-13 19:18:34,844 - net: 72.978 (91.036) +2024-10-13 19:18:40,705 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 37528] [top5_cnt 46071] [top_all 50000] +2024-10-13 19:18:40,706 - net_E: 75.056 (92.142) +2024-10-13 19:18:40,842 - Max [top1: 73.174 (epoch: 809)] [top1-ema: 75.086 (epoch: 810)] +2024-10-13 19:18:40,843 - ==> Total time: 1 day, 21:31:31 Eta: 10:32:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 19:18:49,148 - Train: 81.20% [1015850/1251000] [812.0/1000.0] [batch_t 0.145 (0.167)] [data_t 0.003] [optim_t 0.142] [lr 0.000281] [CE 4.686 (4.331)] [KD 3.980 (3.685)] +2024-10-13 19:18:56,788 - Train: 81.21% [1015900/1251000] [812.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.000281] [CE 4.565 (4.413)] [KD 3.960 (3.764)] +2024-10-13 19:19:04,214 - Train: 81.21% [1015950/1251000] [812.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.000281] [CE 4.554 (4.350)] [KD 3.848 (3.714)] +2024-10-13 19:19:11,761 - Train: 81.22% [1016000/1251000] [812.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000281] [CE 4.408 (4.341)] [KD 3.724 (3.721)] +2024-10-13 19:19:19,299 - Train: 81.22% [1016050/1251000] [812.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000281] [CE 4.916 (4.424)] [KD 4.040 (3.736)] +2024-10-13 19:19:26,699 - Train: 81.22% [1016100/1251000] [812.2/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.000281] [CE 4.833 (4.383)] [KD 3.923 (3.703)] +2024-10-13 19:19:34,272 - Train: 81.23% [1016150/1251000] [812.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000281] [CE 4.583 (4.363)] [KD 3.712 (3.742)] +2024-10-13 19:19:41,929 - Train: 81.23% [1016200/1251000] [812.3/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.000281] [CE 4.007 (4.306)] [KD 3.505 (3.706)] +2024-10-13 19:19:49,323 - Train: 81.24% [1016250/1251000] [812.4/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000281] [CE 4.302 (4.349)] [KD 3.803 (3.754)] +2024-10-13 19:19:56,830 - Train: 81.24% [1016300/1251000] [812.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000281] [CE 4.168 (4.362)] [KD 3.665 (3.733)] +2024-10-13 19:20:04,334 - Train: 81.24% [1016350/1251000] [812.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000280] [CE 4.144 (4.360)] [KD 3.348 (3.739)] +2024-10-13 19:20:11,870 - Train: 81.25% [1016400/1251000] [812.5/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000280] [CE 4.066 (4.367)] [KD 3.488 (3.775)] +2024-10-13 19:20:19,352 - Train: 81.25% [1016450/1251000] [812.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.006] [optim_t 0.139] [lr 0.000280] [CE 4.710 (4.289)] [KD 4.021 (3.687)] +2024-10-13 19:20:26,942 - Train: 81.25% [1016500/1251000] [812.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000280] [CE 4.221 (4.299)] [KD 3.653 (3.742)] +2024-10-13 19:20:34,414 - Train: 81.26% [1016550/1251000] [812.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.000280] [CE 4.666 (4.442)] [KD 3.847 (3.795)] +2024-10-13 19:20:41,910 - Train: 81.26% [1016600/1251000] [812.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000280] [CE 4.515 (4.273)] [KD 3.613 (3.699)] +2024-10-13 19:20:49,276 - Train: 81.27% [1016650/1251000] [812.7/1000.0] [batch_t 0.146 (0.147)] [data_t 0.006] [optim_t 0.140] [lr 0.000280] [CE 4.440 (4.377)] [KD 3.868 (3.739)] +2024-10-13 19:20:56,854 - Train: 81.27% [1016700/1251000] [812.7/1000.0] [batch_t 0.144 (0.151)] [data_t 0.006] [optim_t 0.139] [lr 0.000280] [CE 4.429 (4.387)] [KD 3.666 (3.735)] +2024-10-13 19:21:04,519 - Train: 81.27% [1016750/1251000] [812.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.145] [lr 0.000280] [CE 3.929 (4.337)] [KD 3.575 (3.716)] +2024-10-13 19:21:11,954 - Train: 81.28% [1016800/1251000] [812.8/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.000280] [CE 4.257 (4.247)] [KD 3.781 (3.659)] +2024-10-13 19:21:19,500 - Train: 81.28% [1016850/1251000] [812.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000279] [CE 4.491 (4.412)] [KD 3.777 (3.767)] +2024-10-13 19:21:26,987 - Train: 81.29% [1016900/1251000] [812.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000279] [CE 4.295 (4.403)] [KD 3.633 (3.762)] +2024-10-13 19:21:34,436 - Train: 81.29% [1016950/1251000] [812.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000279] [CE 4.318 (4.309)] [KD 3.467 (3.690)] +2024-10-13 19:21:42,079 - Train: 81.29% [1017000/1251000] [812.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000279] [CE 4.308 (4.385)] [KD 3.501 (3.733)] +2024-10-13 19:21:49,684 - Train: 81.30% [1017050/1251000] [813.0/1000.0] [batch_t 0.143 (0.152)] [data_t 0.004] [optim_t 0.138] [lr 0.000279] [CE 4.078 (4.338)] [KD 3.549 (3.730)] +2024-10-13 19:21:57,234 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 36424] [top5_cnt 45468] [top_all 50000] +2024-10-13 19:21:57,234 - net: 72.848 (90.936) +2024-10-13 19:22:03,008 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 37549] [top5_cnt 46096] [top_all 50000] +2024-10-13 19:22:03,009 - net_E: 75.098 (92.192) +2024-10-13 19:22:03,139 - Max [top1: 73.174 (epoch: 809)] [top1-ema: 75.098 (epoch: 813)] +2024-10-13 19:22:03,140 - ==> Total time: 1 day, 21:34:54 Eta: 10:29:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 19:22:13,351 - Train: 81.30% [1017100/1251000] [813.0/1000.0] [batch_t 0.147 (0.165)] [data_t 0.005] [optim_t 0.142] [lr 0.000279] [CE 4.580 (4.356)] [KD 3.711 (3.697)] +2024-10-13 19:22:20,853 - Train: 81.31% [1017150/1251000] [813.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000279] [CE 4.502 (4.354)] [KD 3.563 (3.688)] +2024-10-13 19:22:28,298 - Train: 81.31% [1017200/1251000] [813.1/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.000279] [CE 4.390 (4.287)] [KD 3.646 (3.647)] +2024-10-13 19:22:35,760 - Train: 81.31% [1017250/1251000] [813.1/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.000279] [CE 4.604 (4.429)] [KD 3.734 (3.761)] +2024-10-13 19:22:43,289 - Train: 81.32% [1017300/1251000] [813.2/1000.0] [batch_t 0.155 (0.150)] [data_t 0.005] [optim_t 0.150] [lr 0.000278] [CE 4.427 (4.305)] [KD 3.929 (3.723)] +2024-10-13 19:22:50,683 - Train: 81.32% [1017350/1251000] [813.2/1000.0] [batch_t 0.155 (0.148)] [data_t 0.005] [optim_t 0.150] [lr 0.000278] [CE 4.307 (4.329)] [KD 3.592 (3.732)] +2024-10-13 19:22:58,413 - Train: 81.33% [1017400/1251000] [813.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000278] [CE 3.759 (4.313)] [KD 3.359 (3.697)] +2024-10-13 19:23:06,034 - Train: 81.33% [1017450/1251000] [813.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000278] [CE 4.246 (4.392)] [KD 3.620 (3.713)] +2024-10-13 19:23:13,525 - Train: 81.33% [1017500/1251000] [813.3/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000278] [CE 4.505 (4.418)] [KD 3.939 (3.754)] +2024-10-13 19:23:21,115 - Train: 81.34% [1017550/1251000] [813.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000278] [CE 4.408 (4.378)] [KD 3.810 (3.781)] +2024-10-13 19:23:28,500 - Train: 81.34% [1017600/1251000] [813.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000278] [CE 3.881 (4.424)] [KD 3.472 (3.768)] +2024-10-13 19:23:35,852 - Train: 81.35% [1017650/1251000] [813.5/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.000278] [CE 4.060 (4.278)] [KD 3.534 (3.656)] +2024-10-13 19:23:43,366 - Train: 81.35% [1017700/1251000] [813.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000278] [CE 4.117 (4.368)] [KD 3.568 (3.721)] +2024-10-13 19:23:50,834 - Train: 81.35% [1017750/1251000] [813.5/1000.0] [batch_t 0.143 (0.149)] [data_t 0.004] [optim_t 0.139] [lr 0.000278] [CE 3.453 (4.367)] [KD 3.160 (3.718)] +2024-10-13 19:23:58,457 - Train: 81.36% [1017800/1251000] [813.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000277] [CE 4.077 (4.378)] [KD 3.575 (3.681)] +2024-10-13 19:24:06,052 - Train: 81.36% [1017850/1251000] [813.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000277] [CE 4.373 (4.390)] [KD 3.576 (3.766)] +2024-10-13 19:24:13,451 - Train: 81.37% [1017900/1251000] [813.7/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.000277] [CE 4.486 (4.361)] [KD 3.702 (3.693)] +2024-10-13 19:24:20,898 - Train: 81.37% [1017950/1251000] [813.7/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.000277] [CE 4.479 (4.418)] [KD 3.785 (3.777)] +2024-10-13 19:24:28,436 - Train: 81.37% [1018000/1251000] [813.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000277] [CE 4.183 (4.357)] [KD 3.418 (3.726)] +2024-10-13 19:24:35,911 - Train: 81.38% [1018050/1251000] [813.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.000277] [CE 4.796 (4.406)] [KD 4.072 (3.741)] +2024-10-13 19:24:43,447 - Train: 81.38% [1018100/1251000] [813.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000277] [CE 4.321 (4.389)] [KD 3.825 (3.760)] +2024-10-13 19:24:50,875 - Train: 81.39% [1018150/1251000] [813.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.007] [optim_t 0.142] [lr 0.000277] [CE 4.404 (4.290)] [KD 3.582 (3.672)] +2024-10-13 19:24:58,299 - Train: 81.39% [1018200/1251000] [813.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000277] [CE 4.171 (4.399)] [KD 3.676 (3.718)] +2024-10-13 19:25:06,091 - Train: 81.39% [1018250/1251000] [813.9/1000.0] [batch_t 0.144 (0.156)] [data_t 0.005] [optim_t 0.139] [lr 0.000277] [CE 4.153 (4.392)] [KD 3.528 (3.715)] +2024-10-13 19:25:13,569 - Train: 81.40% [1018300/1251000] [814.0/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.000276] [CE 4.768 (4.370)] [KD 3.988 (3.705)] +2024-10-13 19:25:21,161 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 35111] [top5_cnt 44694] [top_all 50000] +2024-10-13 19:25:21,162 - net: 70.222 (89.388) +2024-10-13 19:25:27,032 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 37550] [top5_cnt 46096] [top_all 50000] +2024-10-13 19:25:27,033 - net_E: 75.100 (92.192) +2024-10-13 19:25:27,168 - Max [top1: 73.174 (epoch: 809)] [top1-ema: 75.100 (epoch: 814)] +2024-10-13 19:25:27,169 - ==> Total time: 1 day, 21:38:18 Eta: 10:25:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 19:25:35,606 - Train: 81.40% [1018350/1251000] [814.0/1000.0] [batch_t 0.145 (0.164)] [data_t 0.004] [optim_t 0.141] [lr 0.000276] [CE 4.593 (4.403)] [KD 4.068 (3.742)] +2024-10-13 19:25:43,402 - Train: 81.41% [1018400/1251000] [814.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.000276] [CE 4.573 (4.341)] [KD 4.027 (3.726)] +2024-10-13 19:25:50,934 - Train: 81.41% [1018450/1251000] [814.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000276] [CE 4.413 (4.370)] [KD 3.884 (3.694)] +2024-10-13 19:25:58,517 - Train: 81.41% [1018500/1251000] [814.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000276] [CE 4.634 (4.345)] [KD 3.823 (3.706)] +2024-10-13 19:26:06,073 - Train: 81.42% [1018550/1251000] [814.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000276] [CE 3.949 (4.328)] [KD 3.615 (3.674)] +2024-10-13 19:26:13,574 - Train: 81.42% [1018600/1251000] [814.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000276] [CE 4.207 (4.356)] [KD 3.644 (3.697)] +2024-10-13 19:26:21,124 - Train: 81.43% [1018650/1251000] [814.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000276] [CE 4.311 (4.324)] [KD 3.659 (3.670)] +2024-10-13 19:26:28,545 - Train: 81.43% [1018700/1251000] [814.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.000276] [CE 4.245 (4.365)] [KD 3.536 (3.715)] +2024-10-13 19:26:35,965 - Train: 81.43% [1018750/1251000] [814.3/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.000275] [CE 4.088 (4.346)] [KD 3.614 (3.745)] +2024-10-13 19:26:43,624 - Train: 81.44% [1018800/1251000] [814.4/1000.0] [batch_t 0.271 (0.153)] [data_t 0.005] [optim_t 0.266] [lr 0.000275] [CE 4.185 (4.379)] [KD 3.674 (3.746)] +2024-10-13 19:26:51,253 - Train: 81.44% [1018850/1251000] [814.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000275] [CE 4.323 (4.374)] [KD 3.566 (3.757)] +2024-10-13 19:26:58,859 - Train: 81.45% [1018900/1251000] [814.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.002] [optim_t 0.145] [lr 0.000275] [CE 4.409 (4.374)] [KD 3.795 (3.761)] +2024-10-13 19:27:06,314 - Train: 81.45% [1018950/1251000] [814.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000275] [CE 4.694 (4.346)] [KD 3.782 (3.727)] +2024-10-13 19:27:13,849 - Train: 81.45% [1019000/1251000] [814.5/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000275] [CE 4.635 (4.383)] [KD 3.954 (3.695)] +2024-10-13 19:27:21,361 - Train: 81.46% [1019050/1251000] [814.6/1000.0] [batch_t 0.157 (0.150)] [data_t 0.005] [optim_t 0.152] [lr 0.000275] [CE 4.236 (4.336)] [KD 3.623 (3.704)] +2024-10-13 19:27:28,751 - Train: 81.46% [1019100/1251000] [814.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000275] [CE 4.997 (4.381)] [KD 4.150 (3.750)] +2024-10-13 19:27:36,369 - Train: 81.47% [1019150/1251000] [814.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000275] [CE 4.791 (4.355)] [KD 4.038 (3.709)] +2024-10-13 19:27:43,881 - Train: 81.47% [1019200/1251000] [814.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.000275] [CE 4.512 (4.366)] [KD 3.807 (3.736)] +2024-10-13 19:27:51,483 - Train: 81.47% [1019250/1251000] [814.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000274] [CE 3.663 (4.333)] [KD 3.248 (3.671)] +2024-10-13 19:27:59,089 - Train: 81.48% [1019300/1251000] [814.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000274] [CE 4.411 (4.370)] [KD 3.793 (3.759)] +2024-10-13 19:28:06,550 - Train: 81.48% [1019350/1251000] [814.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.000274] [CE 4.008 (4.332)] [KD 3.711 (3.700)] +2024-10-13 19:28:13,987 - Train: 81.49% [1019400/1251000] [814.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000274] [CE 4.543 (4.401)] [KD 3.780 (3.715)] +2024-10-13 19:28:21,538 - Train: 81.49% [1019450/1251000] [814.9/1000.0] [batch_t 0.163 (0.151)] [data_t 0.003] [optim_t 0.160] [lr 0.000274] [CE 4.708 (4.420)] [KD 3.884 (3.774)] +2024-10-13 19:28:29,056 - Train: 81.49% [1019500/1251000] [814.9/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.000274] [CE 4.370 (4.383)] [KD 3.825 (3.710)] +2024-10-13 19:28:36,582 - Train: 81.50% [1019550/1251000] [815.0/1000.0] [batch_t 0.152 (0.150)] [data_t 0.011] [optim_t 0.141] [lr 0.000274] [CE 3.719 (4.274)] [KD 3.387 (3.661)] +2024-10-13 19:28:44,411 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 36503] [top5_cnt 45591] [top_all 50000] +2024-10-13 19:28:44,411 - net: 73.006 (91.182) +2024-10-13 19:28:50,276 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37560] [top5_cnt 46100] [top_all 50000] +2024-10-13 19:28:50,277 - net_E: 75.120 (92.200) +2024-10-13 19:28:50,396 - Max [top1: 73.174 (epoch: 809)] [top1-ema: 75.120 (epoch: 815)] +2024-10-13 19:28:50,396 - ==> Total time: 1 day, 21:41:41 Eta: 10:22:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 19:28:58,822 - Train: 81.50% [1019600/1251000] [815.0/1000.0] [batch_t 0.271 (0.167)] [data_t 0.005] [optim_t 0.266] [lr 0.000274] [CE 4.389 (4.405)] [KD 3.664 (3.715)] +2024-10-13 19:29:06,630 - Train: 81.51% [1019650/1251000] [815.1/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.000274] [CE 4.434 (4.331)] [KD 3.654 (3.654)] +2024-10-13 19:29:14,150 - Train: 81.51% [1019700/1251000] [815.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000274] [CE 4.707 (4.347)] [KD 3.930 (3.694)] +2024-10-13 19:29:22,049 - Train: 81.51% [1019750/1251000] [815.1/1000.0] [batch_t 0.150 (0.158)] [data_t 0.003] [optim_t 0.147] [lr 0.000273] [CE 4.000 (4.368)] [KD 3.456 (3.717)] +2024-10-13 19:29:29,678 - Train: 81.52% [1019800/1251000] [815.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.007] [optim_t 0.142] [lr 0.000273] [CE 4.145 (4.328)] [KD 3.613 (3.708)] +2024-10-13 19:29:37,110 - Train: 81.52% [1019850/1251000] [815.2/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.000273] [CE 4.136 (4.298)] [KD 3.544 (3.691)] +2024-10-13 19:29:44,636 - Train: 81.53% [1019900/1251000] [815.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.006] [optim_t 0.139] [lr 0.000273] [CE 4.235 (4.366)] [KD 3.630 (3.722)] +2024-10-13 19:29:52,047 - Train: 81.53% [1019950/1251000] [815.3/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.000273] [CE 4.221 (4.356)] [KD 3.721 (3.713)] +2024-10-13 19:29:59,704 - Train: 81.53% [1020000/1251000] [815.3/1000.0] [batch_t 0.144 (0.153)] [data_t 0.002] [optim_t 0.142] [lr 0.000273] [CE 5.043 (4.338)] [KD 3.915 (3.684)] +2024-10-13 19:30:07,226 - Train: 81.54% [1020050/1251000] [815.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000273] [CE 4.230 (4.447)] [KD 3.673 (3.721)] +2024-10-13 19:30:15,019 - Train: 81.54% [1020100/1251000] [815.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000273] [CE 3.940 (4.346)] [KD 3.364 (3.687)] +2024-10-13 19:30:22,701 - Train: 81.55% [1020150/1251000] [815.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000273] [CE 4.404 (4.322)] [KD 3.637 (3.668)] +2024-10-13 19:30:30,226 - Train: 81.55% [1020200/1251000] [815.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000273] [CE 4.422 (4.360)] [KD 3.913 (3.704)] +2024-10-13 19:30:37,645 - Train: 81.55% [1020250/1251000] [815.5/1000.0] [batch_t 0.157 (0.148)] [data_t 0.007] [optim_t 0.150] [lr 0.000272] [CE 4.532 (4.398)] [KD 3.906 (3.731)] +2024-10-13 19:30:45,166 - Train: 81.56% [1020300/1251000] [815.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000272] [CE 4.348 (4.419)] [KD 3.721 (3.769)] +2024-10-13 19:30:52,542 - Train: 81.56% [1020350/1251000] [815.6/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.000272] [CE 3.910 (4.364)] [KD 3.741 (3.688)] +2024-10-13 19:31:00,192 - Train: 81.57% [1020400/1251000] [815.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000272] [CE 4.575 (4.443)] [KD 3.879 (3.775)] +2024-10-13 19:31:07,661 - Train: 81.57% [1020450/1251000] [815.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000272] [CE 4.501 (4.343)] [KD 3.876 (3.724)] +2024-10-13 19:31:15,428 - Train: 81.57% [1020500/1251000] [815.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000272] [CE 4.313 (4.354)] [KD 3.557 (3.695)] +2024-10-13 19:31:22,823 - Train: 81.58% [1020550/1251000] [815.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.000272] [CE 4.120 (4.455)] [KD 3.535 (3.759)] +2024-10-13 19:31:30,588 - Train: 81.58% [1020600/1251000] [815.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000272] [CE 4.630 (4.370)] [KD 3.771 (3.719)] +2024-10-13 19:31:38,124 - Train: 81.59% [1020650/1251000] [815.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.000272] [CE 3.805 (4.256)] [KD 3.424 (3.663)] +2024-10-13 19:31:45,537 - Train: 81.59% [1020700/1251000] [815.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000272] [CE 4.907 (4.332)] [KD 3.955 (3.668)] +2024-10-13 19:31:53,091 - Train: 81.59% [1020750/1251000] [815.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000271] [CE 4.171 (4.381)] [KD 3.553 (3.764)] +2024-10-13 19:32:00,526 - Train: 81.60% [1020800/1251000] [816.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000271] [CE 4.237 (4.391)] [KD 3.496 (3.725)] +2024-10-13 19:32:08,599 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 36539] [top5_cnt 45611] [top_all 50000] +2024-10-13 19:32:08,599 - net: 73.078 (91.222) +2024-10-13 19:32:14,400 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37576] [top5_cnt 46112] [top_all 50000] +2024-10-13 19:32:14,400 - net_E: 75.152 (92.224) +2024-10-13 19:32:14,533 - Max [top1: 73.174 (epoch: 809)] [top1-ema: 75.152 (epoch: 816)] +2024-10-13 19:32:14,534 - ==> Total time: 1 day, 21:45:05 Eta: 10:18:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 19:32:22,752 - Train: 81.60% [1020850/1251000] [816.0/1000.0] [batch_t 0.143 (0.162)] [data_t 0.003] [optim_t 0.140] [lr 0.000271] [CE 3.858 (4.292)] [KD 3.398 (3.659)] +2024-10-13 19:32:30,161 - Train: 81.61% [1020900/1251000] [816.1/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.000271] [CE 3.915 (4.366)] [KD 3.492 (3.696)] +2024-10-13 19:32:38,037 - Train: 81.61% [1020950/1251000] [816.1/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.000271] [CE 4.148 (4.355)] [KD 3.411 (3.691)] +2024-10-13 19:32:45,566 - Train: 81.61% [1021000/1251000] [816.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.000271] [CE 3.921 (4.357)] [KD 3.352 (3.663)] +2024-10-13 19:32:52,924 - Train: 81.62% [1021050/1251000] [816.2/1000.0] [batch_t 0.148 (0.147)] [data_t 0.003] [optim_t 0.144] [lr 0.000271] [CE 4.199 (4.346)] [KD 3.378 (3.654)] +2024-10-13 19:33:00,311 - Train: 81.62% [1021100/1251000] [816.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.000271] [CE 4.334 (4.353)] [KD 3.756 (3.704)] +2024-10-13 19:33:07,895 - Train: 81.63% [1021150/1251000] [816.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000271] [CE 4.774 (4.355)] [KD 3.986 (3.702)] +2024-10-13 19:33:15,319 - Train: 81.63% [1021200/1251000] [816.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.000270] [CE 4.444 (4.338)] [KD 3.551 (3.682)] +2024-10-13 19:33:23,199 - Train: 81.63% [1021250/1251000] [816.3/1000.0] [batch_t 0.146 (0.157)] [data_t 0.007] [optim_t 0.140] [lr 0.000270] [CE 4.014 (4.327)] [KD 3.637 (3.719)] +2024-10-13 19:33:30,701 - Train: 81.64% [1021300/1251000] [816.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000270] [CE 3.520 (4.345)] [KD 3.278 (3.713)] +2024-10-13 19:33:38,187 - Train: 81.64% [1021350/1251000] [816.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.007] [optim_t 0.143] [lr 0.000270] [CE 4.415 (4.349)] [KD 3.832 (3.692)] +2024-10-13 19:33:45,686 - Train: 81.65% [1021400/1251000] [816.5/1000.0] [batch_t 0.156 (0.150)] [data_t 0.006] [optim_t 0.150] [lr 0.000270] [CE 4.993 (4.334)] [KD 4.232 (3.660)] +2024-10-13 19:33:53,128 - Train: 81.65% [1021450/1251000] [816.5/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.000270] [CE 4.332 (4.352)] [KD 3.703 (3.709)] +2024-10-13 19:34:00,768 - Train: 81.65% [1021500/1251000] [816.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000270] [CE 4.414 (4.370)] [KD 3.576 (3.731)] +2024-10-13 19:34:08,505 - Train: 81.66% [1021550/1251000] [816.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000270] [CE 3.985 (4.317)] [KD 3.691 (3.687)] +2024-10-13 19:34:15,939 - Train: 81.66% [1021600/1251000] [816.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000270] [CE 4.745 (4.333)] [KD 3.762 (3.680)] +2024-10-13 19:34:23,462 - Train: 81.67% [1021650/1251000] [816.7/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000270] [CE 4.238 (4.293)] [KD 3.671 (3.702)] +2024-10-13 19:34:31,168 - Train: 81.67% [1021700/1251000] [816.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000269] [CE 4.044 (4.357)] [KD 3.421 (3.710)] +2024-10-13 19:34:38,620 - Train: 81.67% [1021750/1251000] [816.7/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.000269] [CE 3.869 (4.332)] [KD 3.402 (3.705)] +2024-10-13 19:34:46,296 - Train: 81.68% [1021800/1251000] [816.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000269] [CE 4.761 (4.361)] [KD 3.949 (3.670)] +2024-10-13 19:34:53,989 - Train: 81.68% [1021850/1251000] [816.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000269] [CE 3.806 (4.371)] [KD 3.315 (3.724)] +2024-10-13 19:35:01,534 - Train: 81.69% [1021900/1251000] [816.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000269] [CE 3.433 (4.398)] [KD 3.315 (3.715)] +2024-10-13 19:35:09,079 - Train: 81.69% [1021950/1251000] [816.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.000269] [CE 4.357 (4.441)] [KD 3.679 (3.745)] +2024-10-13 19:35:16,608 - Train: 81.69% [1022000/1251000] [816.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000269] [CE 3.846 (4.336)] [KD 3.532 (3.663)] +2024-10-13 19:35:24,052 - Train: 81.70% [1022050/1251000] [817.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000269] [CE 3.963 (4.359)] [KD 3.556 (3.713)] +2024-10-13 19:35:32,235 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36538] [top5_cnt 45630] [top_all 50000] +2024-10-13 19:35:32,236 - net: 73.076 (91.260) +2024-10-13 19:35:38,222 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37563] [top5_cnt 46092] [top_all 50000] +2024-10-13 19:35:38,223 - net_E: 75.126 (92.184) +2024-10-13 19:35:38,361 - Max [top1: 73.174 (epoch: 809)] [top1-ema: 75.152 (epoch: 816)] +2024-10-13 19:35:38,361 - ==> Total time: 1 day, 21:48:29 Eta: 10:15:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 19:35:45,527 - Train: 81.70% [1022100/1251000] [817.0/1000.0] [batch_t 0.147 (0.171)] [data_t 0.006] [optim_t 0.141] [lr 0.000269] [CE 4.760 (4.336)] [KD 3.780 (3.638)] +2024-10-13 19:35:53,078 - Train: 81.71% [1022150/1251000] [817.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000269] [CE 4.539 (4.332)] [KD 3.638 (3.663)] +2024-10-13 19:36:00,687 - Train: 81.71% [1022200/1251000] [817.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000268] [CE 3.957 (4.385)] [KD 3.534 (3.687)] +2024-10-13 19:36:08,314 - Train: 81.71% [1022250/1251000] [817.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000268] [CE 4.545 (4.358)] [KD 3.905 (3.697)] +2024-10-13 19:36:15,808 - Train: 81.72% [1022300/1251000] [817.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.000268] [CE 4.738 (4.307)] [KD 3.889 (3.684)] +2024-10-13 19:36:23,364 - Train: 81.72% [1022350/1251000] [817.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000268] [CE 4.224 (4.383)] [KD 3.500 (3.690)] +2024-10-13 19:36:30,981 - Train: 81.73% [1022400/1251000] [817.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000268] [CE 4.662 (4.350)] [KD 3.733 (3.691)] +2024-10-13 19:36:38,487 - Train: 81.73% [1022450/1251000] [817.3/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000268] [CE 4.178 (4.377)] [KD 3.374 (3.696)] +2024-10-13 19:36:46,194 - Train: 81.73% [1022500/1251000] [817.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000268] [CE 4.744 (4.411)] [KD 3.994 (3.734)] +2024-10-13 19:36:53,581 - Train: 81.74% [1022550/1251000] [817.4/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000268] [CE 4.465 (4.343)] [KD 3.592 (3.710)] +2024-10-13 19:37:01,216 - Train: 81.74% [1022600/1251000] [817.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000268] [CE 4.299 (4.462)] [KD 3.689 (3.769)] +2024-10-13 19:37:08,829 - Train: 81.75% [1022650/1251000] [817.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000268] [CE 4.132 (4.369)] [KD 3.571 (3.695)] +2024-10-13 19:37:16,296 - Train: 81.75% [1022700/1251000] [817.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000267] [CE 4.586 (4.392)] [KD 3.891 (3.706)] +2024-10-13 19:37:24,028 - Train: 81.75% [1022750/1251000] [817.5/1000.0] [batch_t 0.159 (0.155)] [data_t 0.003] [optim_t 0.156] [lr 0.000267] [CE 3.794 (4.390)] [KD 3.364 (3.708)] +2024-10-13 19:37:31,895 - Train: 81.76% [1022800/1251000] [817.6/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000267] [CE 3.900 (4.389)] [KD 3.499 (3.739)] +2024-10-13 19:37:39,527 - Train: 81.76% [1022850/1251000] [817.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.007] [optim_t 0.143] [lr 0.000267] [CE 4.561 (4.299)] [KD 3.754 (3.658)] +2024-10-13 19:37:47,177 - Train: 81.77% [1022900/1251000] [817.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000267] [CE 4.577 (4.385)] [KD 3.760 (3.708)] +2024-10-13 19:37:54,651 - Train: 81.77% [1022950/1251000] [817.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000267] [CE 4.372 (4.378)] [KD 3.569 (3.738)] +2024-10-13 19:38:02,224 - Train: 81.77% [1023000/1251000] [817.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000267] [CE 4.914 (4.365)] [KD 4.051 (3.724)] +2024-10-13 19:38:09,782 - Train: 81.78% [1023050/1251000] [817.8/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.000267] [CE 4.466 (4.367)] [KD 3.562 (3.673)] +2024-10-13 19:38:17,412 - Train: 81.78% [1023100/1251000] [817.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000267] [CE 4.608 (4.376)] [KD 3.851 (3.739)] +2024-10-13 19:38:24,957 - Train: 81.79% [1023150/1251000] [817.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000267] [CE 4.170 (4.333)] [KD 3.502 (3.694)] +2024-10-13 19:38:32,607 - Train: 81.79% [1023200/1251000] [817.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000266] [CE 4.315 (4.335)] [KD 3.689 (3.704)] +2024-10-13 19:38:40,143 - Train: 81.79% [1023250/1251000] [817.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000266] [CE 4.499 (4.387)] [KD 3.552 (3.716)] +2024-10-13 19:38:47,536 - Train: 81.80% [1023300/1251000] [818.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000266] [CE 4.094 (4.254)] [KD 3.636 (3.642)] +2024-10-13 19:38:56,056 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 36259] [top5_cnt 45397] [top_all 50000] +2024-10-13 19:38:56,056 - net: 72.518 (90.794) +2024-10-13 19:39:01,883 - Test (net_E): 100.00% [50/50] [batch_t 0.075 (0.106)] [top1_cnt 37565] [top5_cnt 46111] [top_all 50000] +2024-10-13 19:39:01,883 - net_E: 75.130 (92.222) +2024-10-13 19:39:02,002 - Max [top1: 73.174 (epoch: 809)] [top1-ema: 75.152 (epoch: 816)] +2024-10-13 19:39:02,003 - ==> Total time: 1 day, 21:51:53 Eta: 10:12:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 19:39:11,581 - Train: 81.80% [1023350/1251000] [818.0/1000.0] [batch_t 0.149 (0.161)] [data_t 0.003] [optim_t 0.146] [lr 0.000266] [CE 4.463 (4.322)] [KD 3.644 (3.650)] +2024-10-13 19:39:19,154 - Train: 81.81% [1023400/1251000] [818.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000266] [CE 3.757 (4.337)] [KD 3.429 (3.678)] +2024-10-13 19:39:26,803 - Train: 81.81% [1023450/1251000] [818.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000266] [CE 4.405 (4.285)] [KD 3.775 (3.625)] +2024-10-13 19:39:34,338 - Train: 81.81% [1023500/1251000] [818.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.000266] [CE 4.625 (4.385)] [KD 3.784 (3.721)] +2024-10-13 19:39:41,933 - Train: 81.82% [1023550/1251000] [818.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000266] [CE 4.770 (4.442)] [KD 3.765 (3.686)] +2024-10-13 19:39:49,613 - Train: 81.82% [1023600/1251000] [818.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000266] [CE 4.371 (4.377)] [KD 3.651 (3.642)] +2024-10-13 19:39:57,271 - Train: 81.83% [1023650/1251000] [818.3/1000.0] [batch_t 0.306 (0.153)] [data_t 0.003] [optim_t 0.303] [lr 0.000266] [CE 4.269 (4.387)] [KD 3.642 (3.718)] +2024-10-13 19:40:04,887 - Train: 81.83% [1023700/1251000] [818.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000265] [CE 4.528 (4.398)] [KD 3.666 (3.764)] +2024-10-13 19:40:12,585 - Train: 81.83% [1023750/1251000] [818.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000265] [CE 4.284 (4.289)] [KD 3.606 (3.653)] +2024-10-13 19:40:20,160 - Train: 81.84% [1023800/1251000] [818.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000265] [CE 3.846 (4.313)] [KD 3.416 (3.628)] +2024-10-13 19:40:27,729 - Train: 81.84% [1023850/1251000] [818.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000265] [CE 4.665 (4.369)] [KD 3.771 (3.678)] +2024-10-13 19:40:35,249 - Train: 81.85% [1023900/1251000] [818.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000265] [CE 4.535 (4.366)] [KD 3.855 (3.684)] +2024-10-13 19:40:42,840 - Train: 81.85% [1023950/1251000] [818.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000265] [CE 4.513 (4.357)] [KD 3.983 (3.687)] +2024-10-13 19:40:50,387 - Train: 81.85% [1024000/1251000] [818.5/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.000265] [CE 4.079 (4.397)] [KD 3.431 (3.675)] +2024-10-13 19:40:58,051 - Train: 81.86% [1024050/1251000] [818.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000265] [CE 4.127 (4.311)] [KD 3.630 (3.707)] +2024-10-13 19:41:05,564 - Train: 81.86% [1024100/1251000] [818.6/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.151] [lr 0.000265] [CE 4.229 (4.303)] [KD 3.672 (3.656)] +2024-10-13 19:41:13,137 - Train: 81.87% [1024150/1251000] [818.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000265] [CE 4.092 (4.337)] [KD 3.528 (3.683)] +2024-10-13 19:41:20,685 - Train: 81.87% [1024200/1251000] [818.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000264] [CE 4.198 (4.354)] [KD 3.639 (3.720)] +2024-10-13 19:41:28,440 - Train: 81.87% [1024250/1251000] [818.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000264] [CE 4.230 (4.372)] [KD 3.804 (3.714)] +2024-10-13 19:41:36,140 - Train: 81.88% [1024300/1251000] [818.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000264] [CE 4.389 (4.345)] [KD 3.813 (3.687)] +2024-10-13 19:41:43,621 - Train: 81.88% [1024350/1251000] [818.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.000264] [CE 4.242 (4.362)] [KD 3.644 (3.718)] +2024-10-13 19:41:51,177 - Train: 81.89% [1024400/1251000] [818.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000264] [CE 4.773 (4.346)] [KD 3.869 (3.700)] +2024-10-13 19:41:58,825 - Train: 81.89% [1024450/1251000] [818.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000264] [CE 4.398 (4.341)] [KD 3.783 (3.687)] +2024-10-13 19:42:06,399 - Train: 81.89% [1024500/1251000] [818.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000264] [CE 4.071 (4.393)] [KD 3.503 (3.738)] +2024-10-13 19:42:14,178 - Train: 81.90% [1024550/1251000] [819.0/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000264] [CE 4.229 (4.355)] [KD 3.710 (3.697)] +2024-10-13 19:42:22,884 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 36402] [top5_cnt 45538] [top_all 50000] +2024-10-13 19:42:22,884 - net: 72.804 (91.076) +2024-10-13 19:42:28,698 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37541] [top5_cnt 46093] [top_all 50000] +2024-10-13 19:42:28,699 - net_E: 75.082 (92.186) +2024-10-13 19:42:28,843 - Max [top1: 73.174 (epoch: 809)] [top1-ema: 75.152 (epoch: 816)] +2024-10-13 19:42:28,844 - ==> Total time: 1 day, 21:55:19 Eta: 10:08:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 19:42:35,375 - Train: 81.90% [1024600/1251000] [819.0/1000.0] [batch_t 0.144 (0.167)] [data_t 0.005] [optim_t 0.140] [lr 0.000264] [CE 4.465 (4.312)] [KD 3.751 (3.655)] +2024-10-13 19:42:43,077 - Train: 81.91% [1024650/1251000] [819.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000264] [CE 3.949 (4.386)] [KD 3.457 (3.674)] +2024-10-13 19:42:50,506 - Train: 81.91% [1024700/1251000] [819.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000263] [CE 4.423 (4.349)] [KD 3.780 (3.680)] +2024-10-13 19:42:58,234 - Train: 81.91% [1024750/1251000] [819.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000263] [CE 4.959 (4.382)] [KD 4.084 (3.684)] +2024-10-13 19:43:05,853 - Train: 81.92% [1024800/1251000] [819.2/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.154] [lr 0.000263] [CE 4.311 (4.327)] [KD 3.638 (3.667)] +2024-10-13 19:43:13,512 - Train: 81.92% [1024850/1251000] [819.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000263] [CE 4.298 (4.436)] [KD 3.556 (3.745)] +2024-10-13 19:43:20,940 - Train: 81.93% [1024900/1251000] [819.3/1000.0] [batch_t 0.154 (0.148)] [data_t 0.004] [optim_t 0.150] [lr 0.000263] [CE 4.374 (4.398)] [KD 3.438 (3.679)] +2024-10-13 19:43:28,697 - Train: 81.93% [1024950/1251000] [819.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000263] [CE 4.141 (4.359)] [KD 3.441 (3.697)] +2024-10-13 19:43:36,161 - Train: 81.93% [1025000/1251000] [819.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000263] [CE 4.481 (4.361)] [KD 3.886 (3.682)] +2024-10-13 19:43:43,736 - Train: 81.94% [1025050/1251000] [819.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000263] [CE 4.581 (4.311)] [KD 3.910 (3.687)] +2024-10-13 19:43:51,382 - Train: 81.94% [1025100/1251000] [819.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000263] [CE 4.494 (4.338)] [KD 3.754 (3.653)] +2024-10-13 19:43:59,073 - Train: 81.95% [1025150/1251000] [819.5/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000263] [CE 4.238 (4.346)] [KD 3.710 (3.699)] +2024-10-13 19:44:06,691 - Train: 81.95% [1025200/1251000] [819.5/1000.0] [batch_t 0.162 (0.152)] [data_t 0.003] [optim_t 0.159] [lr 0.000262] [CE 4.695 (4.257)] [KD 3.994 (3.646)] +2024-10-13 19:44:14,380 - Train: 81.95% [1025250/1251000] [819.5/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.000262] [CE 4.740 (4.309)] [KD 3.570 (3.621)] +2024-10-13 19:44:21,798 - Train: 81.96% [1025300/1251000] [819.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000262] [CE 4.253 (4.386)] [KD 3.740 (3.677)] +2024-10-13 19:44:29,589 - Train: 81.96% [1025350/1251000] [819.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000262] [CE 3.518 (4.397)] [KD 3.190 (3.703)] +2024-10-13 19:44:37,172 - Train: 81.97% [1025400/1251000] [819.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000262] [CE 4.469 (4.281)] [KD 3.789 (3.630)] +2024-10-13 19:44:44,713 - Train: 81.97% [1025450/1251000] [819.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.000262] [CE 4.415 (4.410)] [KD 3.610 (3.707)] +2024-10-13 19:44:52,398 - Train: 81.97% [1025500/1251000] [819.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000262] [CE 3.851 (4.286)] [KD 3.451 (3.653)] +2024-10-13 19:44:59,840 - Train: 81.98% [1025550/1251000] [819.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000262] [CE 3.968 (4.302)] [KD 3.431 (3.656)] +2024-10-13 19:45:07,309 - Train: 81.98% [1025600/1251000] [819.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.008] [optim_t 0.141] [lr 0.000262] [CE 4.111 (4.337)] [KD 3.453 (3.659)] +2024-10-13 19:45:15,115 - Train: 81.99% [1025650/1251000] [819.9/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000262] [CE 4.110 (4.393)] [KD 3.488 (3.702)] +2024-10-13 19:45:22,543 - Train: 81.99% [1025700/1251000] [819.9/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.000261] [CE 4.795 (4.352)] [KD 4.057 (3.701)] +2024-10-13 19:45:30,132 - Train: 81.99% [1025750/1251000] [819.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.000261] [CE 3.978 (4.411)] [KD 3.480 (3.718)] +2024-10-13 19:45:37,660 - Train: 82.00% [1025800/1251000] [820.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000261] [CE 4.020 (4.364)] [KD 3.465 (3.699)] +2024-10-13 19:45:46,434 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.106)] [top1_cnt 36508] [top5_cnt 45594] [top_all 50000] +2024-10-13 19:45:46,435 - net: 73.016 (91.188) +2024-10-13 19:45:52,121 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 37570] [top5_cnt 46087] [top_all 50000] +2024-10-13 19:45:52,122 - net_E: 75.140 (92.174) +2024-10-13 19:45:52,274 - Max [top1: 73.174 (epoch: 809)] [top1-ema: 75.152 (epoch: 816)] +2024-10-13 19:45:52,274 - ==> Total time: 1 day, 21:58:43 Eta: 10:05:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 19:45:58,863 - Train: 82.00% [1025850/1251000] [820.0/1000.0] [batch_t 0.146 (0.169)] [data_t 0.006] [optim_t 0.140] [lr 0.000261] [CE 3.784 (4.332)] [KD 3.303 (3.656)] +2024-10-13 19:46:06,470 - Train: 82.01% [1025900/1251000] [820.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000261] [CE 4.330 (4.365)] [KD 3.661 (3.653)] +2024-10-13 19:46:13,954 - Train: 82.01% [1025950/1251000] [820.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000261] [CE 4.808 (4.264)] [KD 3.798 (3.647)] +2024-10-13 19:46:21,713 - Train: 82.01% [1026000/1251000] [820.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.006] [optim_t 0.142] [lr 0.000261] [CE 4.497 (4.347)] [KD 3.579 (3.682)] +2024-10-13 19:46:29,172 - Train: 82.02% [1026050/1251000] [820.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000261] [CE 4.313 (4.316)] [KD 3.796 (3.657)] +2024-10-13 19:46:36,794 - Train: 82.02% [1026100/1251000] [820.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000261] [CE 4.423 (4.347)] [KD 3.585 (3.666)] +2024-10-13 19:46:44,531 - Train: 82.03% [1026150/1251000] [820.3/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.139] [lr 0.000261] [CE 4.541 (4.339)] [KD 3.597 (3.657)] +2024-10-13 19:46:52,119 - Train: 82.03% [1026200/1251000] [820.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000260] [CE 4.453 (4.253)] [KD 3.704 (3.642)] +2024-10-13 19:46:59,754 - Train: 82.03% [1026250/1251000] [820.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000260] [CE 4.386 (4.388)] [KD 3.618 (3.710)] +2024-10-13 19:47:07,389 - Train: 82.04% [1026300/1251000] [820.4/1000.0] [batch_t 0.157 (0.153)] [data_t 0.005] [optim_t 0.153] [lr 0.000260] [CE 4.616 (4.279)] [KD 3.863 (3.638)] +2024-10-13 19:47:14,863 - Train: 82.04% [1026350/1251000] [820.4/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.000260] [CE 4.464 (4.380)] [KD 3.883 (3.705)] +2024-10-13 19:47:22,615 - Train: 82.05% [1026400/1251000] [820.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.000260] [CE 4.368 (4.392)] [KD 3.908 (3.714)] +2024-10-13 19:47:30,190 - Train: 82.05% [1026450/1251000] [820.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000260] [CE 4.015 (4.317)] [KD 3.556 (3.641)] +2024-10-13 19:47:37,627 - Train: 82.05% [1026500/1251000] [820.5/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.000260] [CE 4.335 (4.344)] [KD 3.774 (3.692)] +2024-10-13 19:47:45,257 - Train: 82.06% [1026550/1251000] [820.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000260] [CE 4.133 (4.321)] [KD 3.505 (3.689)] +2024-10-13 19:47:52,868 - Train: 82.06% [1026600/1251000] [820.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000260] [CE 4.328 (4.346)] [KD 3.752 (3.665)] +2024-10-13 19:48:00,316 - Train: 82.07% [1026650/1251000] [820.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000260] [CE 4.038 (4.338)] [KD 3.415 (3.658)] +2024-10-13 19:48:07,890 - Train: 82.07% [1026700/1251000] [820.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000259] [CE 4.385 (4.317)] [KD 3.828 (3.703)] +2024-10-13 19:48:15,396 - Train: 82.07% [1026750/1251000] [820.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000259] [CE 4.011 (4.352)] [KD 3.524 (3.694)] +2024-10-13 19:48:23,058 - Train: 82.08% [1026800/1251000] [820.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000259] [CE 3.916 (4.348)] [KD 3.308 (3.700)] +2024-10-13 19:48:30,690 - Train: 82.08% [1026850/1251000] [820.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000259] [CE 4.356 (4.361)] [KD 3.507 (3.696)] +2024-10-13 19:48:38,079 - Train: 82.09% [1026900/1251000] [820.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000259] [CE 3.796 (4.328)] [KD 3.334 (3.657)] +2024-10-13 19:48:45,497 - Train: 82.09% [1026950/1251000] [820.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000259] [CE 3.911 (4.427)] [KD 3.439 (3.736)] +2024-10-13 19:48:53,118 - Train: 82.09% [1027000/1251000] [820.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000259] [CE 4.623 (4.357)] [KD 3.855 (3.675)] +2024-10-13 19:49:00,645 - Train: 82.10% [1027050/1251000] [821.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.000259] [CE 4.428 (4.393)] [KD 3.625 (3.700)] +2024-10-13 19:49:09,499 - Test (net): 100.00% [50/50] [batch_t 0.020 (0.107)] [top1_cnt 36598] [top5_cnt 45597] [top_all 50000] +2024-10-13 19:49:09,499 - net: 73.196 (91.194) +2024-10-13 19:49:15,299 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 37569] [top5_cnt 46100] [top_all 50000] +2024-10-13 19:49:15,300 - net_E: 75.138 (92.200) +2024-10-13 19:49:15,458 - Max [top1: 73.196 (epoch: 821)] [top1-ema: 75.152 (epoch: 816)] +2024-10-13 19:49:15,459 - ==> Total time: 1 day, 22:02:06 Eta: 10:02:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 19:49:22,673 - Train: 82.10% [1027100/1251000] [821.0/1000.0] [batch_t 0.146 (0.167)] [data_t 0.005] [optim_t 0.141] [lr 0.000259] [CE 4.279 (4.448)] [KD 3.643 (3.664)] +2024-10-13 19:49:30,005 - Train: 82.11% [1027150/1251000] [821.1/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.140] [lr 0.000259] [CE 4.337 (4.373)] [KD 3.682 (3.684)] +2024-10-13 19:49:37,635 - Train: 82.11% [1027200/1251000] [821.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000258] [CE 4.686 (4.308)] [KD 3.883 (3.639)] +2024-10-13 19:49:44,956 - Train: 82.11% [1027250/1251000] [821.1/1000.0] [batch_t 0.146 (0.146)] [data_t 0.005] [optim_t 0.141] [lr 0.000258] [CE 4.100 (4.360)] [KD 3.469 (3.652)] +2024-10-13 19:49:52,488 - Train: 82.12% [1027300/1251000] [821.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000258] [CE 4.552 (4.349)] [KD 3.605 (3.698)] +2024-10-13 19:50:00,003 - Train: 82.12% [1027350/1251000] [821.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000258] [CE 4.127 (4.334)] [KD 3.461 (3.608)] +2024-10-13 19:50:07,786 - Train: 82.13% [1027400/1251000] [821.3/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.000258] [CE 4.603 (4.307)] [KD 3.894 (3.636)] +2024-10-13 19:50:15,355 - Train: 82.13% [1027450/1251000] [821.3/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.000258] [CE 4.087 (4.418)] [KD 3.417 (3.720)] +2024-10-13 19:50:23,004 - Train: 82.13% [1027500/1251000] [821.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000258] [CE 3.977 (4.273)] [KD 3.230 (3.656)] +2024-10-13 19:50:30,437 - Train: 82.14% [1027550/1251000] [821.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.000258] [CE 4.395 (4.321)] [KD 3.779 (3.671)] +2024-10-13 19:50:37,909 - Train: 82.14% [1027600/1251000] [821.4/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.152] [lr 0.000258] [CE 3.867 (4.234)] [KD 3.159 (3.565)] +2024-10-13 19:50:45,580 - Train: 82.15% [1027650/1251000] [821.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000258] [CE 4.376 (4.244)] [KD 3.704 (3.624)] +2024-10-13 19:50:53,148 - Train: 82.15% [1027700/1251000] [821.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.000257] [CE 4.551 (4.323)] [KD 3.803 (3.659)] +2024-10-13 19:51:00,844 - Train: 82.15% [1027750/1251000] [821.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000257] [CE 4.456 (4.341)] [KD 3.680 (3.667)] +2024-10-13 19:51:08,284 - Train: 82.16% [1027800/1251000] [821.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.000257] [CE 4.329 (4.287)] [KD 3.800 (3.645)] +2024-10-13 19:51:15,957 - Train: 82.16% [1027850/1251000] [821.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000257] [CE 4.606 (4.310)] [KD 3.900 (3.638)] +2024-10-13 19:51:23,602 - Train: 82.17% [1027900/1251000] [821.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000257] [CE 4.497 (4.343)] [KD 3.623 (3.709)] +2024-10-13 19:51:31,260 - Train: 82.17% [1027950/1251000] [821.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000257] [CE 4.207 (4.380)] [KD 3.549 (3.695)] +2024-10-13 19:51:38,821 - Train: 82.17% [1028000/1251000] [821.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000257] [CE 4.702 (4.267)] [KD 3.587 (3.593)] +2024-10-13 19:51:46,540 - Train: 82.18% [1028050/1251000] [821.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000257] [CE 4.007 (4.408)] [KD 3.433 (3.682)] +2024-10-13 19:51:54,005 - Train: 82.18% [1028100/1251000] [821.8/1000.0] [batch_t 0.153 (0.149)] [data_t 0.003] [optim_t 0.150] [lr 0.000257] [CE 4.671 (4.380)] [KD 3.983 (3.709)] +2024-10-13 19:52:01,657 - Train: 82.19% [1028150/1251000] [821.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.000257] [CE 4.366 (4.386)] [KD 3.543 (3.693)] +2024-10-13 19:52:09,165 - Train: 82.19% [1028200/1251000] [821.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000256] [CE 4.134 (4.262)] [KD 3.669 (3.640)] +2024-10-13 19:52:17,023 - Train: 82.19% [1028250/1251000] [821.9/1000.0] [batch_t 0.149 (0.157)] [data_t 0.006] [optim_t 0.143] [lr 0.000256] [CE 4.036 (4.305)] [KD 3.414 (3.632)] +2024-10-13 19:52:24,628 - Train: 82.20% [1028300/1251000] [822.0/1000.0] [batch_t 0.160 (0.152)] [data_t 0.004] [optim_t 0.156] [lr 0.000256] [CE 4.577 (4.420)] [KD 3.781 (3.711)] +2024-10-13 19:52:33,646 - Test (net): 100.00% [50/50] [batch_t 0.029 (0.107)] [top1_cnt 36313] [top5_cnt 45505] [top_all 50000] +2024-10-13 19:52:33,646 - net: 72.626 (91.010) +2024-10-13 19:52:39,453 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 37518] [top5_cnt 46104] [top_all 50000] +2024-10-13 19:52:39,453 - net_E: 75.036 (92.208) +2024-10-13 19:52:39,597 - Max [top1: 73.196 (epoch: 821)] [top1-ema: 75.152 (epoch: 816)] +2024-10-13 19:52:39,597 - ==> Total time: 1 day, 22:05:30 Eta: 9:58:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 19:52:46,094 - Train: 82.20% [1028350/1251000] [822.0/1000.0] [batch_t 0.145 (0.165)] [data_t 0.005] [optim_t 0.140] [lr 0.000256] [CE 4.127 (4.351)] [KD 3.556 (3.655)] +2024-10-13 19:52:53,579 - Train: 82.21% [1028400/1251000] [822.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000256] [CE 4.659 (4.315)] [KD 3.880 (3.624)] +2024-10-13 19:53:01,152 - Train: 82.21% [1028450/1251000] [822.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000256] [CE 4.457 (4.334)] [KD 3.669 (3.660)] +2024-10-13 19:53:08,882 - Train: 82.21% [1028500/1251000] [822.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000256] [CE 4.122 (4.399)] [KD 3.552 (3.659)] +2024-10-13 19:53:16,504 - Train: 82.22% [1028550/1251000] [822.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000256] [CE 4.258 (4.351)] [KD 3.408 (3.663)] +2024-10-13 19:53:24,113 - Train: 82.22% [1028600/1251000] [822.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000256] [CE 4.581 (4.316)] [KD 3.692 (3.622)] +2024-10-13 19:53:31,665 - Train: 82.23% [1028650/1251000] [822.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000256] [CE 4.648 (4.363)] [KD 3.786 (3.648)] +2024-10-13 19:53:39,401 - Train: 82.23% [1028700/1251000] [822.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.000255] [CE 4.035 (4.368)] [KD 3.493 (3.659)] +2024-10-13 19:53:46,769 - Train: 82.23% [1028750/1251000] [822.3/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.000255] [CE 4.109 (4.413)] [KD 3.493 (3.702)] +2024-10-13 19:53:54,271 - Train: 82.24% [1028800/1251000] [822.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000255] [CE 4.791 (4.356)] [KD 3.895 (3.695)] +2024-10-13 19:54:01,761 - Train: 82.24% [1028850/1251000] [822.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000255] [CE 4.743 (4.370)] [KD 3.986 (3.668)] +2024-10-13 19:54:09,288 - Train: 82.25% [1028900/1251000] [822.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000255] [CE 3.390 (4.372)] [KD 3.250 (3.706)] +2024-10-13 19:54:16,818 - Train: 82.25% [1028950/1251000] [822.5/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.000255] [CE 4.361 (4.332)] [KD 3.730 (3.668)] +2024-10-13 19:54:24,246 - Train: 82.25% [1029000/1251000] [822.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.000255] [CE 4.216 (4.362)] [KD 3.946 (3.678)] +2024-10-13 19:54:32,050 - Train: 82.26% [1029050/1251000] [822.6/1000.0] [batch_t 0.279 (0.156)] [data_t 0.004] [optim_t 0.275] [lr 0.000255] [CE 4.182 (4.401)] [KD 3.581 (3.674)] +2024-10-13 19:54:39,665 - Train: 82.26% [1029100/1251000] [822.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000255] [CE 4.515 (4.419)] [KD 3.957 (3.701)] +2024-10-13 19:54:47,087 - Train: 82.27% [1029150/1251000] [822.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000255] [CE 4.078 (4.393)] [KD 3.465 (3.684)] +2024-10-13 19:54:54,470 - Train: 82.27% [1029200/1251000] [822.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000254] [CE 4.476 (4.373)] [KD 3.691 (3.694)] +2024-10-13 19:55:01,856 - Train: 82.27% [1029250/1251000] [822.7/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000254] [CE 4.377 (4.386)] [KD 3.744 (3.683)] +2024-10-13 19:55:09,516 - Train: 82.28% [1029300/1251000] [822.8/1000.0] [batch_t 0.249 (0.153)] [data_t 0.005] [optim_t 0.244] [lr 0.000254] [CE 4.620 (4.384)] [KD 3.835 (3.682)] +2024-10-13 19:55:17,017 - Train: 82.28% [1029350/1251000] [822.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.008] [optim_t 0.139] [lr 0.000254] [CE 4.239 (4.287)] [KD 3.675 (3.608)] +2024-10-13 19:55:24,546 - Train: 82.29% [1029400/1251000] [822.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.000254] [CE 4.287 (4.354)] [KD 3.541 (3.657)] +2024-10-13 19:55:32,087 - Train: 82.29% [1029450/1251000] [822.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000254] [CE 4.012 (4.327)] [KD 3.516 (3.679)] +2024-10-13 19:55:39,600 - Train: 82.29% [1029500/1251000] [822.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000254] [CE 4.051 (4.358)] [KD 3.435 (3.634)] +2024-10-13 19:55:47,223 - Train: 82.30% [1029550/1251000] [823.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.000254] [CE 4.228 (4.364)] [KD 3.426 (3.700)] +2024-10-13 19:55:56,082 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 36352] [top5_cnt 45485] [top_all 50000] +2024-10-13 19:55:56,082 - net: 72.704 (90.970) +2024-10-13 19:56:01,996 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 37551] [top5_cnt 46113] [top_all 50000] +2024-10-13 19:56:01,996 - net_E: 75.102 (92.226) +2024-10-13 19:56:02,182 - Max [top1: 73.196 (epoch: 821)] [top1-ema: 75.152 (epoch: 816)] +2024-10-13 19:56:02,182 - ==> Total time: 1 day, 22:08:53 Eta: 9:55:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 19:56:11,075 - Train: 82.30% [1029600/1251000] [823.0/1000.0] [batch_t 0.146 (0.166)] [data_t 0.005] [optim_t 0.141] [lr 0.000254] [CE 4.539 (4.375)] [KD 3.684 (3.670)] +2024-10-13 19:56:18,593 - Train: 82.31% [1029650/1251000] [823.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.008] [optim_t 0.141] [lr 0.000254] [CE 4.207 (4.299)] [KD 3.688 (3.645)] +2024-10-13 19:56:26,384 - Train: 82.31% [1029700/1251000] [823.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000253] [CE 4.467 (4.279)] [KD 3.896 (3.648)] +2024-10-13 19:56:33,755 - Train: 82.31% [1029750/1251000] [823.1/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.000253] [CE 3.918 (4.363)] [KD 3.329 (3.700)] +2024-10-13 19:56:41,392 - Train: 82.32% [1029800/1251000] [823.2/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000253] [CE 4.300 (4.355)] [KD 3.637 (3.693)] +2024-10-13 19:56:48,976 - Train: 82.32% [1029850/1251000] [823.2/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.000253] [CE 3.737 (4.270)] [KD 3.449 (3.602)] +2024-10-13 19:56:56,369 - Train: 82.33% [1029900/1251000] [823.3/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000253] [CE 4.151 (4.402)] [KD 3.460 (3.691)] +2024-10-13 19:57:03,976 - Train: 82.33% [1029950/1251000] [823.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000253] [CE 4.089 (4.300)] [KD 3.367 (3.631)] +2024-10-13 19:57:11,586 - Train: 82.33% [1030000/1251000] [823.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000253] [CE 4.403 (4.296)] [KD 3.731 (3.642)] +2024-10-13 19:57:19,016 - Train: 82.34% [1030050/1251000] [823.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.009] [optim_t 0.140] [lr 0.000253] [CE 4.367 (4.332)] [KD 3.794 (3.644)] +2024-10-13 19:57:26,855 - Train: 82.34% [1030100/1251000] [823.4/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.000253] [CE 4.597 (4.349)] [KD 3.821 (3.640)] +2024-10-13 19:57:34,413 - Train: 82.35% [1030150/1251000] [823.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000253] [CE 4.807 (4.436)] [KD 3.859 (3.702)] +2024-10-13 19:57:41,801 - Train: 82.35% [1030200/1251000] [823.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000252] [CE 4.637 (4.342)] [KD 3.676 (3.667)] +2024-10-13 19:57:49,268 - Train: 82.35% [1030250/1251000] [823.5/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.000252] [CE 4.883 (4.355)] [KD 3.801 (3.682)] +2024-10-13 19:57:56,748 - Train: 82.36% [1030300/1251000] [823.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000252] [CE 4.132 (4.417)] [KD 3.611 (3.730)] +2024-10-13 19:58:04,133 - Train: 82.36% [1030350/1251000] [823.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000252] [CE 3.955 (4.354)] [KD 3.422 (3.666)] +2024-10-13 19:58:11,889 - Train: 82.37% [1030400/1251000] [823.7/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000252] [CE 4.703 (4.377)] [KD 3.809 (3.679)] +2024-10-13 19:58:19,418 - Train: 82.37% [1030450/1251000] [823.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000252] [CE 4.174 (4.338)] [KD 3.591 (3.686)] +2024-10-13 19:58:27,059 - Train: 82.37% [1030500/1251000] [823.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000252] [CE 4.478 (4.267)] [KD 3.805 (3.621)] +2024-10-13 19:58:34,574 - Train: 82.38% [1030550/1251000] [823.8/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.000252] [CE 3.783 (4.357)] [KD 3.587 (3.703)] +2024-10-13 19:58:41,952 - Train: 82.38% [1030600/1251000] [823.8/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.000252] [CE 4.833 (4.362)] [KD 3.828 (3.645)] +2024-10-13 19:58:49,332 - Train: 82.39% [1030650/1251000] [823.9/1000.0] [batch_t 0.149 (0.147)] [data_t 0.004] [optim_t 0.145] [lr 0.000252] [CE 4.151 (4.346)] [KD 3.442 (3.648)] +2024-10-13 19:58:57,062 - Train: 82.39% [1030700/1251000] [823.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000252] [CE 4.467 (4.289)] [KD 3.846 (3.628)] +2024-10-13 19:59:04,519 - Train: 82.39% [1030750/1251000] [823.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000251] [CE 4.622 (4.355)] [KD 3.568 (3.665)] +2024-10-13 19:59:12,123 - Train: 82.40% [1030800/1251000] [824.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000251] [CE 4.408 (4.313)] [KD 3.539 (3.636)] +2024-10-13 19:59:21,438 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 36584] [top5_cnt 45641] [top_all 50000] +2024-10-13 19:59:21,438 - net: 73.168 (91.282) +2024-10-13 19:59:27,210 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37530] [top5_cnt 46114] [top_all 50000] +2024-10-13 19:59:27,211 - net_E: 75.060 (92.228) +2024-10-13 19:59:27,427 - Max [top1: 73.196 (epoch: 821)] [top1-ema: 75.152 (epoch: 816)] +2024-10-13 19:59:27,428 - ==> Total time: 1 day, 22:12:18 Eta: 9:52:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 19:59:33,100 - Train: 82.40% [1030850/1251000] [824.0/1000.0] [batch_t 0.144 (0.163)] [data_t 0.003] [optim_t 0.141] [lr 0.000251] [CE 4.270 (4.319)] [KD 3.470 (3.624)] +2024-10-13 19:59:40,755 - Train: 82.41% [1030900/1251000] [824.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000251] [CE 3.978 (4.323)] [KD 3.362 (3.611)] +2024-10-13 19:59:48,440 - Train: 82.41% [1030950/1251000] [824.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000251] [CE 4.777 (4.341)] [KD 3.861 (3.676)] +2024-10-13 19:59:56,034 - Train: 82.41% [1031000/1251000] [824.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000251] [CE 4.975 (4.290)] [KD 4.031 (3.612)] +2024-10-13 20:00:03,651 - Train: 82.42% [1031050/1251000] [824.2/1000.0] [batch_t 0.163 (0.152)] [data_t 0.004] [optim_t 0.159] [lr 0.000251] [CE 4.240 (4.371)] [KD 3.575 (3.644)] +2024-10-13 20:00:11,297 - Train: 82.42% [1031100/1251000] [824.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000251] [CE 4.435 (4.459)] [KD 3.601 (3.759)] +2024-10-13 20:00:18,768 - Train: 82.43% [1031150/1251000] [824.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000251] [CE 4.481 (4.365)] [KD 3.623 (3.655)] +2024-10-13 20:00:26,489 - Train: 82.43% [1031200/1251000] [824.3/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000251] [CE 4.479 (4.380)] [KD 3.730 (3.695)] +2024-10-13 20:00:34,202 - Train: 82.43% [1031250/1251000] [824.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000250] [CE 4.602 (4.348)] [KD 3.894 (3.642)] +2024-10-13 20:00:41,654 - Train: 82.44% [1031300/1251000] [824.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000250] [CE 4.441 (4.366)] [KD 3.513 (3.676)] +2024-10-13 20:00:49,156 - Train: 82.44% [1031350/1251000] [824.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000250] [CE 4.504 (4.354)] [KD 3.781 (3.664)] +2024-10-13 20:00:56,502 - Train: 82.45% [1031400/1251000] [824.5/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.000250] [CE 4.741 (4.369)] [KD 4.080 (3.669)] +2024-10-13 20:01:04,146 - Train: 82.45% [1031450/1251000] [824.5/1000.0] [batch_t 0.269 (0.153)] [data_t 0.004] [optim_t 0.265] [lr 0.000250] [CE 4.183 (4.266)] [KD 3.549 (3.624)] +2024-10-13 20:01:11,632 - Train: 82.45% [1031500/1251000] [824.5/1000.0] [batch_t 0.155 (0.150)] [data_t 0.007] [optim_t 0.148] [lr 0.000250] [CE 4.200 (4.385)] [KD 3.671 (3.690)] +2024-10-13 20:01:19,268 - Train: 82.46% [1031550/1251000] [824.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000250] [CE 4.577 (4.312)] [KD 3.595 (3.623)] +2024-10-13 20:01:26,665 - Train: 82.46% [1031600/1251000] [824.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.000250] [CE 4.251 (4.327)] [KD 3.606 (3.621)] +2024-10-13 20:01:34,410 - Train: 82.47% [1031650/1251000] [824.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.000250] [CE 4.405 (4.290)] [KD 3.627 (3.613)] +2024-10-13 20:01:41,886 - Train: 82.47% [1031700/1251000] [824.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000250] [CE 4.394 (4.385)] [KD 3.520 (3.690)] +2024-10-13 20:01:49,252 - Train: 82.47% [1031750/1251000] [824.7/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.000249] [CE 4.405 (4.384)] [KD 3.728 (3.664)] +2024-10-13 20:01:56,622 - Train: 82.48% [1031800/1251000] [824.8/1000.0] [batch_t 0.145 (0.147)] [data_t 0.006] [optim_t 0.138] [lr 0.000249] [CE 4.508 (4.389)] [KD 3.769 (3.724)] +2024-10-13 20:02:04,107 - Train: 82.48% [1031850/1251000] [824.8/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.000249] [CE 4.167 (4.277)] [KD 3.546 (3.631)] +2024-10-13 20:02:11,707 - Train: 82.49% [1031900/1251000] [824.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000249] [CE 4.142 (4.297)] [KD 3.649 (3.613)] +2024-10-13 20:02:19,172 - Train: 82.49% [1031950/1251000] [824.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000249] [CE 4.654 (4.389)] [KD 3.849 (3.716)] +2024-10-13 20:02:26,680 - Train: 82.49% [1032000/1251000] [824.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.000249] [CE 4.546 (4.388)] [KD 3.678 (3.654)] +2024-10-13 20:02:34,201 - Train: 82.50% [1032050/1251000] [825.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000249] [CE 4.519 (4.311)] [KD 3.713 (3.585)] +2024-10-13 20:02:43,650 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 36315] [top5_cnt 45460] [top_all 50000] +2024-10-13 20:02:43,651 - net: 72.630 (90.920) +2024-10-13 20:02:49,503 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 37571] [top5_cnt 46114] [top_all 50000] +2024-10-13 20:02:49,503 - net_E: 75.142 (92.228) +2024-10-13 20:02:49,664 - Max [top1: 73.196 (epoch: 821)] [top1-ema: 75.152 (epoch: 816)] +2024-10-13 20:02:49,664 - ==> Total time: 1 day, 22:15:40 Eta: 9:48:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 20:02:57,373 - Train: 82.50% [1032100/1251000] [825.0/1000.0] [batch_t 0.146 (0.173)] [data_t 0.005] [optim_t 0.142] [lr 0.000249] [CE 4.174 (4.297)] [KD 3.397 (3.597)] +2024-10-13 20:03:04,814 - Train: 82.51% [1032150/1251000] [825.1/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.000249] [CE 4.717 (4.285)] [KD 3.638 (3.594)] +2024-10-13 20:03:12,399 - Train: 82.51% [1032200/1251000] [825.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.000249] [CE 4.266 (4.327)] [KD 3.829 (3.648)] +2024-10-13 20:03:19,979 - Train: 82.51% [1032250/1251000] [825.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000248] [CE 4.647 (4.365)] [KD 3.831 (3.651)] +2024-10-13 20:03:27,726 - Train: 82.52% [1032300/1251000] [825.2/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.140] [lr 0.000248] [CE 4.223 (4.271)] [KD 3.513 (3.579)] +2024-10-13 20:03:35,316 - Train: 82.52% [1032350/1251000] [825.2/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.000248] [CE 4.219 (4.377)] [KD 3.755 (3.689)] +2024-10-13 20:03:42,745 - Train: 82.53% [1032400/1251000] [825.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000248] [CE 4.406 (4.285)] [KD 3.899 (3.630)] +2024-10-13 20:03:50,227 - Train: 82.53% [1032450/1251000] [825.3/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.139] [lr 0.000248] [CE 4.555 (4.387)] [KD 3.706 (3.683)] +2024-10-13 20:03:58,003 - Train: 82.53% [1032500/1251000] [825.3/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000248] [CE 4.384 (4.340)] [KD 3.666 (3.644)] +2024-10-13 20:04:05,549 - Train: 82.54% [1032550/1251000] [825.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000248] [CE 4.134 (4.374)] [KD 3.611 (3.666)] +2024-10-13 20:04:13,064 - Train: 82.54% [1032600/1251000] [825.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000248] [CE 4.550 (4.334)] [KD 3.747 (3.677)] +2024-10-13 20:04:20,466 - Train: 82.55% [1032650/1251000] [825.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000248] [CE 4.192 (4.365)] [KD 3.732 (3.690)] +2024-10-13 20:04:27,939 - Train: 82.55% [1032700/1251000] [825.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000248] [CE 3.820 (4.321)] [KD 3.442 (3.662)] +2024-10-13 20:04:35,466 - Train: 82.55% [1032750/1251000] [825.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000248] [CE 4.815 (4.300)] [KD 3.605 (3.646)] +2024-10-13 20:04:43,071 - Train: 82.56% [1032800/1251000] [825.6/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.000247] [CE 4.595 (4.411)] [KD 3.581 (3.664)] +2024-10-13 20:04:50,469 - Train: 82.56% [1032850/1251000] [825.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000247] [CE 4.271 (4.395)] [KD 3.463 (3.657)] +2024-10-13 20:04:57,861 - Train: 82.57% [1032900/1251000] [825.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000247] [CE 4.354 (4.344)] [KD 3.623 (3.657)] +2024-10-13 20:05:05,648 - Train: 82.57% [1032950/1251000] [825.7/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000247] [CE 3.898 (4.344)] [KD 3.506 (3.632)] +2024-10-13 20:05:13,053 - Train: 82.57% [1033000/1251000] [825.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.000247] [CE 4.334 (4.390)] [KD 3.509 (3.675)] +2024-10-13 20:05:20,619 - Train: 82.58% [1033050/1251000] [825.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000247] [CE 4.374 (4.399)] [KD 3.591 (3.679)] +2024-10-13 20:05:28,162 - Train: 82.58% [1033100/1251000] [825.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000247] [CE 4.353 (4.327)] [KD 3.638 (3.648)] +2024-10-13 20:05:35,681 - Train: 82.59% [1033150/1251000] [825.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000247] [CE 4.621 (4.371)] [KD 3.714 (3.637)] +2024-10-13 20:05:43,218 - Train: 82.59% [1033200/1251000] [825.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000247] [CE 4.267 (4.342)] [KD 3.627 (3.665)] +2024-10-13 20:05:50,612 - Train: 82.59% [1033250/1251000] [825.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.003] [optim_t 0.147] [lr 0.000247] [CE 4.678 (4.292)] [KD 3.891 (3.581)] +2024-10-13 20:05:58,036 - Train: 82.60% [1033300/1251000] [826.0/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000246] [CE 4.096 (4.333)] [KD 3.574 (3.645)] +2024-10-13 20:06:07,628 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 36678] [top5_cnt 45693] [top_all 50000] +2024-10-13 20:06:07,628 - net: 73.356 (91.386) +2024-10-13 20:06:13,371 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.105)] [top1_cnt 37575] [top5_cnt 46115] [top_all 50000] +2024-10-13 20:06:13,371 - net_E: 75.150 (92.230) +2024-10-13 20:06:13,520 - Max [top1: 73.356 (epoch: 826)] [top1-ema: 75.152 (epoch: 816)] +2024-10-13 20:06:13,521 - ==> Total time: 1 day, 22:19:04 Eta: 9:45:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 20:06:19,967 - Train: 82.60% [1033350/1251000] [826.0/1000.0] [batch_t 0.145 (0.173)] [data_t 0.004] [optim_t 0.141] [lr 0.000246] [CE 4.411 (4.379)] [KD 3.644 (3.662)] +2024-10-13 20:06:27,604 - Train: 82.61% [1033400/1251000] [826.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000246] [CE 4.760 (4.384)] [KD 3.835 (3.655)] +2024-10-13 20:06:34,999 - Train: 82.61% [1033450/1251000] [826.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.140] [lr 0.000246] [CE 4.670 (4.351)] [KD 3.718 (3.597)] +2024-10-13 20:06:42,647 - Train: 82.61% [1033500/1251000] [826.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000246] [CE 4.227 (4.319)] [KD 3.476 (3.612)] +2024-10-13 20:06:50,032 - Train: 82.62% [1033550/1251000] [826.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000246] [CE 4.497 (4.348)] [KD 3.776 (3.664)] +2024-10-13 20:06:57,441 - Train: 82.62% [1033600/1251000] [826.2/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.000246] [CE 4.453 (4.330)] [KD 3.793 (3.625)] +2024-10-13 20:07:05,243 - Train: 82.63% [1033650/1251000] [826.3/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000246] [CE 3.843 (4.326)] [KD 3.260 (3.643)] +2024-10-13 20:07:12,650 - Train: 82.63% [1033700/1251000] [826.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000246] [CE 4.193 (4.370)] [KD 3.586 (3.652)] +2024-10-13 20:07:20,274 - Train: 82.63% [1033750/1251000] [826.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000246] [CE 4.472 (4.415)] [KD 3.469 (3.684)] +2024-10-13 20:07:27,913 - Train: 82.64% [1033800/1251000] [826.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000245] [CE 4.466 (4.368)] [KD 3.664 (3.668)] +2024-10-13 20:07:35,496 - Train: 82.64% [1033850/1251000] [826.4/1000.0] [batch_t 0.161 (0.152)] [data_t 0.003] [optim_t 0.158] [lr 0.000245] [CE 4.542 (4.415)] [KD 3.590 (3.702)] +2024-10-13 20:07:42,971 - Train: 82.65% [1033900/1251000] [826.5/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.000245] [CE 4.595 (4.349)] [KD 3.820 (3.664)] +2024-10-13 20:07:50,600 - Train: 82.65% [1033950/1251000] [826.5/1000.0] [batch_t 0.162 (0.152)] [data_t 0.003] [optim_t 0.159] [lr 0.000245] [CE 4.575 (4.365)] [KD 3.956 (3.638)] +2024-10-13 20:07:58,026 - Train: 82.65% [1034000/1251000] [826.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000245] [CE 4.066 (4.289)] [KD 3.466 (3.617)] +2024-10-13 20:08:05,784 - Train: 82.66% [1034050/1251000] [826.6/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000245] [CE 4.365 (4.379)] [KD 3.601 (3.684)] +2024-10-13 20:08:13,355 - Train: 82.66% [1034100/1251000] [826.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000245] [CE 3.985 (4.360)] [KD 3.533 (3.624)] +2024-10-13 20:08:20,728 - Train: 82.67% [1034150/1251000] [826.7/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.000245] [CE 4.886 (4.407)] [KD 4.116 (3.671)] +2024-10-13 20:08:28,326 - Train: 82.67% [1034200/1251000] [826.7/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.000245] [CE 4.568 (4.354)] [KD 3.725 (3.666)] +2024-10-13 20:08:35,973 - Train: 82.67% [1034250/1251000] [826.7/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.000245] [CE 4.228 (4.294)] [KD 3.481 (3.615)] +2024-10-13 20:08:43,380 - Train: 82.68% [1034300/1251000] [826.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.140] [lr 0.000245] [CE 4.375 (4.368)] [KD 3.774 (3.679)] +2024-10-13 20:08:50,998 - Train: 82.68% [1034350/1251000] [826.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000244] [CE 4.217 (4.316)] [KD 3.580 (3.606)] +2024-10-13 20:08:58,430 - Train: 82.69% [1034400/1251000] [826.9/1000.0] [batch_t 0.143 (0.149)] [data_t 0.005] [optim_t 0.138] [lr 0.000244] [CE 4.442 (4.325)] [KD 3.724 (3.598)] +2024-10-13 20:09:05,847 - Train: 82.69% [1034450/1251000] [826.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000244] [CE 4.004 (4.354)] [KD 3.412 (3.672)] +2024-10-13 20:09:13,505 - Train: 82.69% [1034500/1251000] [826.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000244] [CE 4.508 (4.342)] [KD 3.637 (3.645)] +2024-10-13 20:09:20,887 - Train: 82.70% [1034550/1251000] [827.0/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000244] [CE 4.104 (4.308)] [KD 3.525 (3.639)] +2024-10-13 20:09:30,465 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 36608] [top5_cnt 45613] [top_all 50000] +2024-10-13 20:09:30,465 - net: 73.216 (91.226) +2024-10-13 20:09:36,317 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 37612] [top5_cnt 46141] [top_all 50000] +2024-10-13 20:09:36,317 - net_E: 75.224 (92.282) +2024-10-13 20:09:36,459 - Max [top1: 73.356 (epoch: 826)] [top1-ema: 75.224 (epoch: 827)] +2024-10-13 20:09:36,459 - ==> Total time: 1 day, 22:22:27 Eta: 9:42:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 20:09:43,504 - Train: 82.70% [1034600/1251000] [827.0/1000.0] [batch_t 0.145 (0.196)] [data_t 0.004] [optim_t 0.141] [lr 0.000244] [CE 4.386 (4.301)] [KD 3.646 (3.658)] +2024-10-13 20:09:50,853 - Train: 82.71% [1034650/1251000] [827.1/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.143] [lr 0.000244] [CE 4.361 (4.306)] [KD 3.442 (3.607)] +2024-10-13 20:09:58,542 - Train: 82.71% [1034700/1251000] [827.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000244] [CE 4.610 (4.331)] [KD 3.952 (3.643)] +2024-10-13 20:10:05,920 - Train: 82.71% [1034750/1251000] [827.1/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.141] [lr 0.000244] [CE 3.905 (4.280)] [KD 3.480 (3.578)] +2024-10-13 20:10:13,333 - Train: 82.72% [1034800/1251000] [827.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000244] [CE 4.476 (4.299)] [KD 3.714 (3.608)] +2024-10-13 20:10:20,753 - Train: 82.72% [1034850/1251000] [827.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000243] [CE 3.741 (4.243)] [KD 3.248 (3.592)] +2024-10-13 20:10:28,747 - Train: 82.73% [1034900/1251000] [827.3/1000.0] [batch_t 0.146 (0.160)] [data_t 0.005] [optim_t 0.142] [lr 0.000243] [CE 3.923 (4.288)] [KD 3.454 (3.600)] +2024-10-13 20:10:36,177 - Train: 82.73% [1034950/1251000] [827.3/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.000243] [CE 4.360 (4.379)] [KD 3.742 (3.635)] +2024-10-13 20:10:43,575 - Train: 82.73% [1035000/1251000] [827.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.000243] [CE 3.764 (4.361)] [KD 3.310 (3.626)] +2024-10-13 20:10:51,258 - Train: 82.74% [1035050/1251000] [827.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000243] [CE 4.998 (4.396)] [KD 4.184 (3.671)] +2024-10-13 20:10:58,662 - Train: 82.74% [1035100/1251000] [827.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000243] [CE 4.167 (4.361)] [KD 3.468 (3.675)] +2024-10-13 20:11:06,196 - Train: 82.75% [1035150/1251000] [827.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000243] [CE 4.518 (4.378)] [KD 3.771 (3.655)] +2024-10-13 20:11:14,028 - Train: 82.75% [1035200/1251000] [827.5/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.000243] [CE 4.471 (4.340)] [KD 3.933 (3.648)] +2024-10-13 20:11:21,393 - Train: 82.75% [1035250/1251000] [827.5/1000.0] [batch_t 0.144 (0.147)] [data_t 0.004] [optim_t 0.140] [lr 0.000243] [CE 3.753 (4.240)] [KD 3.306 (3.586)] +2024-10-13 20:11:28,773 - Train: 82.76% [1035300/1251000] [827.6/1000.0] [batch_t 0.144 (0.147)] [data_t 0.006] [optim_t 0.138] [lr 0.000243] [CE 3.945 (4.257)] [KD 3.416 (3.629)] +2024-10-13 20:11:36,275 - Train: 82.76% [1035350/1251000] [827.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000242] [CE 4.455 (4.326)] [KD 3.758 (3.633)] +2024-10-13 20:11:43,653 - Train: 82.77% [1035400/1251000] [827.7/1000.0] [batch_t 0.146 (0.147)] [data_t 0.003] [optim_t 0.143] [lr 0.000242] [CE 4.527 (4.330)] [KD 3.597 (3.625)] +2024-10-13 20:11:51,482 - Train: 82.77% [1035450/1251000] [827.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000242] [CE 4.485 (4.336)] [KD 3.931 (3.644)] +2024-10-13 20:11:59,034 - Train: 82.77% [1035500/1251000] [827.7/1000.0] [batch_t 0.143 (0.151)] [data_t 0.005] [optim_t 0.138] [lr 0.000242] [CE 3.971 (4.340)] [KD 3.412 (3.615)] +2024-10-13 20:12:06,648 - Train: 82.78% [1035550/1251000] [827.8/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.000242] [CE 4.428 (4.264)] [KD 3.698 (3.599)] +2024-10-13 20:12:14,053 - Train: 82.78% [1035600/1251000] [827.8/1000.0] [batch_t 0.143 (0.148)] [data_t 0.003] [optim_t 0.140] [lr 0.000242] [CE 4.232 (4.294)] [KD 3.537 (3.576)] +2024-10-13 20:12:21,456 - Train: 82.79% [1035650/1251000] [827.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000242] [CE 4.958 (4.264)] [KD 4.104 (3.594)] +2024-10-13 20:12:28,824 - Train: 82.79% [1035700/1251000] [827.9/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.140] [lr 0.000242] [CE 4.258 (4.352)] [KD 3.557 (3.656)] +2024-10-13 20:12:36,662 - Train: 82.79% [1035750/1251000] [827.9/1000.0] [batch_t 0.144 (0.157)] [data_t 0.004] [optim_t 0.140] [lr 0.000242] [CE 4.064 (4.437)] [KD 3.443 (3.687)] +2024-10-13 20:12:44,240 - Train: 82.80% [1035800/1251000] [828.0/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000242] [CE 4.934 (4.403)] [KD 4.100 (3.712)] +2024-10-13 20:12:53,930 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36667] [top5_cnt 45728] [top_all 50000] +2024-10-13 20:12:53,931 - net: 73.334 (91.456) +2024-10-13 20:12:59,880 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37600] [top5_cnt 46148] [top_all 50000] +2024-10-13 20:12:59,880 - net_E: 75.200 (92.296) +2024-10-13 20:12:59,998 - Max [top1: 73.356 (epoch: 826)] [top1-ema: 75.224 (epoch: 827)] +2024-10-13 20:12:59,998 - ==> Total time: 1 day, 22:25:51 Eta: 9:38:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 20:13:05,445 - Train: 82.80% [1035850/1251000] [828.0/1000.0] [batch_t 0.152 (0.186)] [data_t 0.005] [optim_t 0.147] [lr 0.000242] [CE 4.036 (4.294)] [KD 3.360 (3.562)] +2024-10-13 20:13:12,976 - Train: 82.81% [1035900/1251000] [828.1/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.000241] [CE 4.316 (4.351)] [KD 3.610 (3.631)] +2024-10-13 20:13:20,521 - Train: 82.81% [1035950/1251000] [828.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000241] [CE 4.418 (4.297)] [KD 3.498 (3.575)] +2024-10-13 20:13:28,012 - Train: 82.81% [1036000/1251000] [828.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000241] [CE 4.071 (4.319)] [KD 3.404 (3.601)] +2024-10-13 20:13:35,704 - Train: 82.82% [1036050/1251000] [828.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000241] [CE 4.473 (4.304)] [KD 3.829 (3.639)] +2024-10-13 20:13:43,194 - Train: 82.82% [1036100/1251000] [828.2/1000.0] [batch_t 0.264 (0.150)] [data_t 0.004] [optim_t 0.260] [lr 0.000241] [CE 4.412 (4.418)] [KD 3.495 (3.704)] +2024-10-13 20:13:50,797 - Train: 82.83% [1036150/1251000] [828.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000241] [CE 4.520 (4.381)] [KD 3.803 (3.652)] +2024-10-13 20:13:58,570 - Train: 82.83% [1036200/1251000] [828.3/1000.0] [batch_t 0.249 (0.155)] [data_t 0.005] [optim_t 0.244] [lr 0.000241] [CE 4.558 (4.347)] [KD 3.666 (3.657)] +2024-10-13 20:14:06,183 - Train: 82.83% [1036250/1251000] [828.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000241] [CE 4.013 (4.351)] [KD 3.235 (3.605)] +2024-10-13 20:14:13,696 - Train: 82.84% [1036300/1251000] [828.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000241] [CE 4.136 (4.322)] [KD 3.615 (3.612)] +2024-10-13 20:14:21,231 - Train: 82.84% [1036350/1251000] [828.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000241] [CE 4.053 (4.358)] [KD 3.559 (3.662)] +2024-10-13 20:14:28,706 - Train: 82.85% [1036400/1251000] [828.5/1000.0] [batch_t 0.153 (0.149)] [data_t 0.003] [optim_t 0.150] [lr 0.000240] [CE 4.493 (4.348)] [KD 3.662 (3.639)] +2024-10-13 20:14:36,267 - Train: 82.85% [1036450/1251000] [828.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000240] [CE 4.322 (4.400)] [KD 3.751 (3.639)] +2024-10-13 20:14:43,955 - Train: 82.85% [1036500/1251000] [828.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.000240] [CE 4.134 (4.366)] [KD 3.574 (3.650)] +2024-10-13 20:14:51,610 - Train: 82.86% [1036550/1251000] [828.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.008] [optim_t 0.141] [lr 0.000240] [CE 4.799 (4.310)] [KD 3.695 (3.623)] +2024-10-13 20:14:59,254 - Train: 82.86% [1036600/1251000] [828.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000240] [CE 4.229 (4.278)] [KD 3.662 (3.635)] +2024-10-13 20:15:06,816 - Train: 82.87% [1036650/1251000] [828.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000240] [CE 4.746 (4.281)] [KD 4.197 (3.615)] +2024-10-13 20:15:14,228 - Train: 82.87% [1036700/1251000] [828.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.000240] [CE 3.779 (4.303)] [KD 3.312 (3.602)] +2024-10-13 20:15:21,656 - Train: 82.87% [1036750/1251000] [828.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.000240] [CE 4.783 (4.357)] [KD 3.611 (3.665)] +2024-10-13 20:15:29,192 - Train: 82.88% [1036800/1251000] [828.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000240] [CE 4.008 (4.371)] [KD 3.535 (3.662)] +2024-10-13 20:15:36,922 - Train: 82.88% [1036850/1251000] [828.8/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000240] [CE 4.439 (4.343)] [KD 3.533 (3.616)] +2024-10-13 20:15:44,505 - Train: 82.89% [1036900/1251000] [828.9/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000240] [CE 4.178 (4.319)] [KD 3.560 (3.613)] +2024-10-13 20:15:52,123 - Train: 82.89% [1036950/1251000] [828.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000239] [CE 4.611 (4.422)] [KD 3.767 (3.663)] +2024-10-13 20:15:59,507 - Train: 82.89% [1037000/1251000] [828.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000239] [CE 4.001 (4.357)] [KD 3.203 (3.649)] +2024-10-13 20:16:07,174 - Train: 82.90% [1037050/1251000] [829.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.000239] [CE 4.179 (4.372)] [KD 3.483 (3.642)] +2024-10-13 20:16:17,254 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.111)] [top1_cnt 36546] [top5_cnt 45574] [top_all 50000] +2024-10-13 20:16:17,255 - net: 73.092 (91.148) +2024-10-13 20:16:23,193 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 37622] [top5_cnt 46147] [top_all 50000] +2024-10-13 20:16:23,193 - net_E: 75.244 (92.294) +2024-10-13 20:16:23,325 - Max [top1: 73.356 (epoch: 826)] [top1-ema: 75.244 (epoch: 829)] +2024-10-13 20:16:23,326 - ==> Total time: 1 day, 22:29:14 Eta: 9:35:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 20:16:30,427 - Train: 82.90% [1037100/1251000] [829.0/1000.0] [batch_t 0.145 (0.167)] [data_t 0.004] [optim_t 0.141] [lr 0.000239] [CE 4.521 (4.273)] [KD 3.407 (3.607)] +2024-10-13 20:16:37,860 - Train: 82.91% [1037150/1251000] [829.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000239] [CE 4.592 (4.388)] [KD 3.852 (3.648)] +2024-10-13 20:16:45,566 - Train: 82.91% [1037200/1251000] [829.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000239] [CE 3.728 (4.360)] [KD 3.260 (3.627)] +2024-10-13 20:16:53,091 - Train: 82.91% [1037250/1251000] [829.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000239] [CE 4.811 (4.334)] [KD 3.792 (3.621)] +2024-10-13 20:17:00,639 - Train: 82.92% [1037300/1251000] [829.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000239] [CE 3.995 (4.340)] [KD 3.326 (3.613)] +2024-10-13 20:17:08,323 - Train: 82.92% [1037350/1251000] [829.2/1000.0] [batch_t 0.156 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.000239] [CE 4.598 (4.394)] [KD 3.830 (3.649)] +2024-10-13 20:17:16,235 - Train: 82.93% [1037400/1251000] [829.3/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.000239] [CE 4.756 (4.383)] [KD 3.964 (3.628)] +2024-10-13 20:17:23,807 - Train: 82.93% [1037450/1251000] [829.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000238] [CE 4.550 (4.375)] [KD 3.738 (3.670)] +2024-10-13 20:17:31,263 - Train: 82.93% [1037500/1251000] [829.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000238] [CE 4.893 (4.376)] [KD 4.102 (3.655)] +2024-10-13 20:17:38,760 - Train: 82.94% [1037550/1251000] [829.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000238] [CE 4.540 (4.397)] [KD 3.702 (3.666)] +2024-10-13 20:17:46,351 - Train: 82.94% [1037600/1251000] [829.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000238] [CE 4.146 (4.298)] [KD 3.600 (3.582)] +2024-10-13 20:17:53,970 - Train: 82.95% [1037650/1251000] [829.5/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000238] [CE 4.473 (4.360)] [KD 3.611 (3.652)] +2024-10-13 20:18:01,471 - Train: 82.95% [1037700/1251000] [829.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000238] [CE 4.109 (4.370)] [KD 3.312 (3.608)] +2024-10-13 20:18:08,949 - Train: 82.95% [1037750/1251000] [829.5/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.150] [lr 0.000238] [CE 4.433 (4.292)] [KD 3.706 (3.598)] +2024-10-13 20:18:16,447 - Train: 82.96% [1037800/1251000] [829.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000238] [CE 4.656 (4.331)] [KD 3.854 (3.624)] +2024-10-13 20:18:24,059 - Train: 82.96% [1037850/1251000] [829.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000238] [CE 5.003 (4.290)] [KD 3.970 (3.613)] +2024-10-13 20:18:31,575 - Train: 82.97% [1037900/1251000] [829.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000238] [CE 4.615 (4.360)] [KD 3.669 (3.618)] +2024-10-13 20:18:39,070 - Train: 82.97% [1037950/1251000] [829.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000238] [CE 4.555 (4.332)] [KD 3.698 (3.619)] +2024-10-13 20:18:46,463 - Train: 82.97% [1038000/1251000] [829.7/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.000237] [CE 4.351 (4.382)] [KD 3.676 (3.631)] +2024-10-13 20:18:54,086 - Train: 82.98% [1038050/1251000] [829.8/1000.0] [batch_t 0.154 (0.152)] [data_t 0.009] [optim_t 0.145] [lr 0.000237] [CE 4.486 (4.329)] [KD 3.605 (3.609)] +2024-10-13 20:19:01,796 - Train: 82.98% [1038100/1251000] [829.8/1000.0] [batch_t 0.169 (0.154)] [data_t 0.004] [optim_t 0.165] [lr 0.000237] [CE 4.005 (4.325)] [KD 3.232 (3.651)] +2024-10-13 20:19:09,304 - Train: 82.99% [1038150/1251000] [829.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000237] [CE 4.199 (4.296)] [KD 3.386 (3.598)] +2024-10-13 20:19:16,810 - Train: 82.99% [1038200/1251000] [829.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.000237] [CE 4.557 (4.277)] [KD 3.814 (3.569)] +2024-10-13 20:19:24,227 - Train: 82.99% [1038250/1251000] [829.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000237] [CE 4.285 (4.318)] [KD 3.792 (3.635)] +2024-10-13 20:19:31,781 - Train: 83.00% [1038300/1251000] [830.0/1000.0] [batch_t 0.157 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.000237] [CE 4.640 (4.330)] [KD 3.923 (3.615)] +2024-10-13 20:19:41,915 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 36619] [top5_cnt 45686] [top_all 50000] +2024-10-13 20:19:41,915 - net: 73.238 (91.372) +2024-10-13 20:19:47,784 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37628] [top5_cnt 46175] [top_all 50000] +2024-10-13 20:19:47,784 - net_E: 75.256 (92.350) +2024-10-13 20:19:47,925 - Max [top1: 73.356 (epoch: 826)] [top1-ema: 75.256 (epoch: 830)] +2024-10-13 20:19:47,926 - ==> Total time: 1 day, 22:32:38 Eta: 9:31:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 20:19:53,548 - Train: 83.00% [1038350/1251000] [830.0/1000.0] [batch_t 0.145 (0.167)] [data_t 0.005] [optim_t 0.140] [lr 0.000237] [CE 4.910 (4.234)] [KD 4.197 (3.587)] +2024-10-13 20:20:01,184 - Train: 83.01% [1038400/1251000] [830.1/1000.0] [batch_t 0.270 (0.153)] [data_t 0.005] [optim_t 0.265] [lr 0.000237] [CE 4.574 (4.301)] [KD 3.907 (3.602)] +2024-10-13 20:20:08,770 - Train: 83.01% [1038450/1251000] [830.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000237] [CE 4.166 (4.425)] [KD 3.554 (3.631)] +2024-10-13 20:20:16,488 - Train: 83.01% [1038500/1251000] [830.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000236] [CE 4.390 (4.352)] [KD 3.774 (3.628)] +2024-10-13 20:20:24,029 - Train: 83.02% [1038550/1251000] [830.2/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.000236] [CE 4.580 (4.372)] [KD 3.812 (3.665)] +2024-10-13 20:20:31,530 - Train: 83.02% [1038600/1251000] [830.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000236] [CE 4.378 (4.341)] [KD 3.570 (3.614)] +2024-10-13 20:20:38,878 - Train: 83.03% [1038650/1251000] [830.3/1000.0] [batch_t 0.149 (0.147)] [data_t 0.006] [optim_t 0.144] [lr 0.000236] [CE 4.193 (4.413)] [KD 3.655 (3.693)] +2024-10-13 20:20:46,237 - Train: 83.03% [1038700/1251000] [830.3/1000.0] [batch_t 0.146 (0.147)] [data_t 0.006] [optim_t 0.141] [lr 0.000236] [CE 4.432 (4.343)] [KD 3.997 (3.612)] +2024-10-13 20:20:53,598 - Train: 83.03% [1038750/1251000] [830.3/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.000236] [CE 4.443 (4.301)] [KD 3.460 (3.593)] +2024-10-13 20:21:01,177 - Train: 83.04% [1038800/1251000] [830.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000236] [CE 4.559 (4.356)] [KD 3.660 (3.625)] +2024-10-13 20:21:09,044 - Train: 83.04% [1038850/1251000] [830.4/1000.0] [batch_t 0.161 (0.157)] [data_t 0.004] [optim_t 0.156] [lr 0.000236] [CE 4.155 (4.362)] [KD 3.370 (3.630)] +2024-10-13 20:21:16,676 - Train: 83.05% [1038900/1251000] [830.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000236] [CE 4.193 (4.319)] [KD 3.345 (3.604)] +2024-10-13 20:21:24,078 - Train: 83.05% [1038950/1251000] [830.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000236] [CE 4.695 (4.379)] [KD 3.767 (3.675)] +2024-10-13 20:21:31,414 - Train: 83.05% [1039000/1251000] [830.5/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.000236] [CE 4.953 (4.342)] [KD 3.837 (3.585)] +2024-10-13 20:21:38,887 - Train: 83.06% [1039050/1251000] [830.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.007] [optim_t 0.141] [lr 0.000235] [CE 4.766 (4.344)] [KD 3.936 (3.609)] +2024-10-13 20:21:46,544 - Train: 83.06% [1039100/1251000] [830.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000235] [CE 4.236 (4.401)] [KD 3.340 (3.647)] +2024-10-13 20:21:54,044 - Train: 83.07% [1039150/1251000] [830.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000235] [CE 4.466 (4.360)] [KD 3.805 (3.624)] +2024-10-13 20:22:01,458 - Train: 83.07% [1039200/1251000] [830.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.000235] [CE 3.886 (4.293)] [KD 3.365 (3.572)] +2024-10-13 20:22:09,096 - Train: 83.07% [1039250/1251000] [830.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000235] [CE 4.018 (4.285)] [KD 3.543 (3.567)] +2024-10-13 20:22:16,649 - Train: 83.08% [1039300/1251000] [830.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000235] [CE 3.974 (4.299)] [KD 3.595 (3.595)] +2024-10-13 20:22:24,185 - Train: 83.08% [1039350/1251000] [830.8/1000.0] [batch_t 0.143 (0.151)] [data_t 0.004] [optim_t 0.139] [lr 0.000235] [CE 4.143 (4.356)] [KD 3.430 (3.591)] +2024-10-13 20:22:31,953 - Train: 83.09% [1039400/1251000] [830.9/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000235] [CE 4.485 (4.355)] [KD 3.715 (3.626)] +2024-10-13 20:22:39,476 - Train: 83.09% [1039450/1251000] [830.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000235] [CE 5.017 (4.359)] [KD 4.028 (3.604)] +2024-10-13 20:22:46,864 - Train: 83.09% [1039500/1251000] [830.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.000235] [CE 4.807 (4.370)] [KD 3.817 (3.631)] +2024-10-13 20:22:54,232 - Train: 83.10% [1039550/1251000] [831.0/1000.0] [batch_t 0.145 (0.147)] [data_t 0.004] [optim_t 0.141] [lr 0.000234] [CE 4.261 (4.280)] [KD 3.628 (3.568)] +2024-10-13 20:23:04,469 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 36717] [top5_cnt 45714] [top_all 50000] +2024-10-13 20:23:04,469 - net: 73.434 (91.428) +2024-10-13 20:23:10,266 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.103)] [top1_cnt 37627] [top5_cnt 46181] [top_all 50000] +2024-10-13 20:23:10,267 - net_E: 75.254 (92.362) +2024-10-13 20:23:10,432 - Max [top1: 73.434 (epoch: 831)] [top1-ema: 75.256 (epoch: 830)] +2024-10-13 20:23:10,432 - ==> Total time: 1 day, 22:36:01 Eta: 9:28:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 20:23:16,578 - Train: 83.10% [1039600/1251000] [831.0/1000.0] [batch_t 0.157 (0.173)] [data_t 0.006] [optim_t 0.152] [lr 0.000234] [CE 3.919 (4.267)] [KD 3.419 (3.535)] +2024-10-13 20:23:24,134 - Train: 83.11% [1039650/1251000] [831.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000234] [CE 4.007 (4.322)] [KD 3.449 (3.599)] +2024-10-13 20:23:32,237 - Train: 83.11% [1039700/1251000] [831.1/1000.0] [batch_t 0.146 (0.162)] [data_t 0.005] [optim_t 0.141] [lr 0.000234] [CE 4.576 (4.402)] [KD 3.849 (3.635)] +2024-10-13 20:23:39,666 - Train: 83.11% [1039750/1251000] [831.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.000234] [CE 3.874 (4.272)] [KD 3.109 (3.595)] +2024-10-13 20:23:47,059 - Train: 83.12% [1039800/1251000] [831.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000234] [CE 4.162 (4.282)] [KD 3.731 (3.616)] +2024-10-13 20:23:54,612 - Train: 83.12% [1039850/1251000] [831.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000234] [CE 4.296 (4.347)] [KD 3.630 (3.639)] +2024-10-13 20:24:02,051 - Train: 83.13% [1039900/1251000] [831.3/1000.0] [batch_t 0.158 (0.149)] [data_t 0.003] [optim_t 0.155] [lr 0.000234] [CE 4.465 (4.379)] [KD 3.773 (3.632)] +2024-10-13 20:24:09,731 - Train: 83.13% [1039950/1251000] [831.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000234] [CE 4.167 (4.405)] [KD 3.585 (3.646)] +2024-10-13 20:24:17,274 - Train: 83.13% [1040000/1251000] [831.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000234] [CE 4.096 (4.460)] [KD 3.477 (3.675)] +2024-10-13 20:24:24,708 - Train: 83.14% [1040050/1251000] [831.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000234] [CE 4.460 (4.313)] [KD 3.608 (3.598)] +2024-10-13 20:24:32,423 - Train: 83.14% [1040100/1251000] [831.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000233] [CE 4.359 (4.378)] [KD 3.553 (3.631)] +2024-10-13 20:24:40,036 - Train: 83.15% [1040150/1251000] [831.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000233] [CE 3.939 (4.370)] [KD 3.364 (3.615)] +2024-10-13 20:24:47,564 - Train: 83.15% [1040200/1251000] [831.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000233] [CE 3.917 (4.321)] [KD 3.396 (3.605)] +2024-10-13 20:24:55,351 - Train: 83.15% [1040250/1251000] [831.5/1000.0] [batch_t 0.155 (0.156)] [data_t 0.005] [optim_t 0.151] [lr 0.000233] [CE 4.297 (4.364)] [KD 3.407 (3.639)] +2024-10-13 20:25:03,003 - Train: 83.16% [1040300/1251000] [831.6/1000.0] [batch_t 0.159 (0.153)] [data_t 0.004] [optim_t 0.155] [lr 0.000233] [CE 4.785 (4.352)] [KD 3.639 (3.599)] +2024-10-13 20:25:10,464 - Train: 83.16% [1040350/1251000] [831.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000233] [CE 4.547 (4.366)] [KD 3.712 (3.605)] +2024-10-13 20:25:17,938 - Train: 83.17% [1040400/1251000] [831.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.000233] [CE 4.042 (4.383)] [KD 3.465 (3.641)] +2024-10-13 20:25:25,416 - Train: 83.17% [1040450/1251000] [831.7/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.000233] [CE 4.166 (4.359)] [KD 3.442 (3.624)] +2024-10-13 20:25:32,937 - Train: 83.17% [1040500/1251000] [831.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000233] [CE 4.252 (4.333)] [KD 3.753 (3.601)] +2024-10-13 20:25:40,967 - Train: 83.18% [1040550/1251000] [831.8/1000.0] [batch_t 0.153 (0.160)] [data_t 0.004] [optim_t 0.150] [lr 0.000233] [CE 4.281 (4.299)] [KD 3.593 (3.597)] +2024-10-13 20:25:48,555 - Train: 83.18% [1040600/1251000] [831.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000233] [CE 4.556 (4.348)] [KD 3.591 (3.626)] +2024-10-13 20:25:55,998 - Train: 83.19% [1040650/1251000] [831.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000232] [CE 4.467 (4.317)] [KD 3.684 (3.605)] +2024-10-13 20:26:03,597 - Train: 83.19% [1040700/1251000] [831.9/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000232] [CE 4.078 (4.314)] [KD 3.585 (3.585)] +2024-10-13 20:26:11,035 - Train: 83.19% [1040750/1251000] [831.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.000232] [CE 5.026 (4.348)] [KD 4.162 (3.644)] +2024-10-13 20:26:18,617 - Train: 83.20% [1040800/1251000] [832.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000232] [CE 4.229 (4.336)] [KD 3.896 (3.609)] +2024-10-13 20:26:29,108 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 36246] [top5_cnt 45377] [top_all 50000] +2024-10-13 20:26:29,108 - net: 72.492 (90.754) +2024-10-13 20:26:34,884 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 37641] [top5_cnt 46182] [top_all 50000] +2024-10-13 20:26:34,884 - net_E: 75.282 (92.364) +2024-10-13 20:26:35,051 - Max [top1: 73.434 (epoch: 831)] [top1-ema: 75.282 (epoch: 832)] +2024-10-13 20:26:35,052 - ==> Total time: 1 day, 22:39:26 Eta: 9:25:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 20:26:41,055 - Train: 83.20% [1040850/1251000] [832.0/1000.0] [batch_t 0.146 (0.173)] [data_t 0.005] [optim_t 0.141] [lr 0.000232] [CE 4.318 (4.263)] [KD 3.830 (3.538)] +2024-10-13 20:26:48,704 - Train: 83.21% [1040900/1251000] [832.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000232] [CE 4.548 (4.348)] [KD 3.583 (3.557)] +2024-10-13 20:26:56,411 - Train: 83.21% [1040950/1251000] [832.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000232] [CE 4.437 (4.387)] [KD 3.668 (3.618)] +2024-10-13 20:27:04,051 - Train: 83.21% [1041000/1251000] [832.1/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000232] [CE 4.544 (4.274)] [KD 3.882 (3.578)] +2024-10-13 20:27:11,487 - Train: 83.22% [1041050/1251000] [832.2/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000232] [CE 3.953 (4.290)] [KD 3.359 (3.606)] +2024-10-13 20:27:19,012 - Train: 83.22% [1041100/1251000] [832.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000232] [CE 4.373 (4.391)] [KD 3.748 (3.633)] +2024-10-13 20:27:26,421 - Train: 83.23% [1041150/1251000] [832.3/1000.0] [batch_t 0.144 (0.148)] [data_t 0.006] [optim_t 0.138] [lr 0.000231] [CE 4.387 (4.263)] [KD 3.676 (3.577)] +2024-10-13 20:27:34,113 - Train: 83.23% [1041200/1251000] [832.3/1000.0] [batch_t 0.144 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000231] [CE 4.676 (4.375)] [KD 3.938 (3.654)] +2024-10-13 20:27:41,688 - Train: 83.23% [1041250/1251000] [832.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000231] [CE 3.991 (4.295)] [KD 3.750 (3.541)] +2024-10-13 20:27:49,066 - Train: 83.24% [1041300/1251000] [832.4/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.000231] [CE 4.224 (4.375)] [KD 3.618 (3.635)] +2024-10-13 20:27:56,830 - Train: 83.24% [1041350/1251000] [832.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000231] [CE 4.143 (4.304)] [KD 3.595 (3.625)] +2024-10-13 20:28:04,385 - Train: 83.25% [1041400/1251000] [832.5/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000231] [CE 4.214 (4.399)] [KD 3.555 (3.615)] +2024-10-13 20:28:11,783 - Train: 83.25% [1041450/1251000] [832.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.000231] [CE 4.465 (4.368)] [KD 3.665 (3.586)] +2024-10-13 20:28:19,428 - Train: 83.25% [1041500/1251000] [832.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000231] [CE 4.523 (4.270)] [KD 3.870 (3.599)] +2024-10-13 20:28:26,838 - Train: 83.26% [1041550/1251000] [832.6/1000.0] [batch_t 0.150 (0.148)] [data_t 0.007] [optim_t 0.143] [lr 0.000231] [CE 4.511 (4.336)] [KD 3.604 (3.626)] +2024-10-13 20:28:34,395 - Train: 83.26% [1041600/1251000] [832.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000231] [CE 4.272 (4.305)] [KD 3.612 (3.593)] +2024-10-13 20:28:42,165 - Train: 83.27% [1041650/1251000] [832.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000231] [CE 4.718 (4.328)] [KD 3.666 (3.607)] +2024-10-13 20:28:49,571 - Train: 83.27% [1041700/1251000] [832.7/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.147] [lr 0.000230] [CE 4.474 (4.317)] [KD 3.465 (3.584)] +2024-10-13 20:28:57,145 - Train: 83.27% [1041750/1251000] [832.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000230] [CE 3.993 (4.386)] [KD 3.478 (3.670)] +2024-10-13 20:29:04,681 - Train: 83.28% [1041800/1251000] [832.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000230] [CE 4.316 (4.288)] [KD 3.627 (3.590)] +2024-10-13 20:29:12,207 - Train: 83.28% [1041850/1251000] [832.8/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.000230] [CE 3.993 (4.360)] [KD 3.469 (3.620)] +2024-10-13 20:29:19,744 - Train: 83.29% [1041900/1251000] [832.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000230] [CE 4.559 (4.274)] [KD 3.830 (3.608)] +2024-10-13 20:29:27,221 - Train: 83.29% [1041950/1251000] [832.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.007] [optim_t 0.141] [lr 0.000230] [CE 4.677 (4.314)] [KD 3.810 (3.614)] +2024-10-13 20:29:34,752 - Train: 83.29% [1042000/1251000] [832.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000230] [CE 4.513 (4.305)] [KD 3.778 (3.574)] +2024-10-13 20:29:42,320 - Train: 83.30% [1042050/1251000] [833.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000230] [CE 4.319 (4.367)] [KD 3.848 (3.638)] +2024-10-13 20:29:52,807 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 36315] [top5_cnt 45427] [top_all 50000] +2024-10-13 20:29:52,807 - net: 72.630 (90.854) +2024-10-13 20:29:58,586 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.103)] [top1_cnt 37613] [top5_cnt 46166] [top_all 50000] +2024-10-13 20:29:58,587 - net_E: 75.226 (92.332) +2024-10-13 20:29:58,729 - Max [top1: 73.434 (epoch: 831)] [top1-ema: 75.282 (epoch: 832)] +2024-10-13 20:29:58,730 - ==> Total time: 1 day, 22:42:49 Eta: 9:21:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 20:30:03,575 - Train: 83.30% [1042100/1251000] [833.0/1000.0] [batch_t 0.155 (0.171)] [data_t 0.005] [optim_t 0.150] [lr 0.000230] [CE 4.812 (4.319)] [KD 4.128 (3.605)] +2024-10-13 20:30:11,142 - Train: 83.31% [1042150/1251000] [833.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000230] [CE 4.483 (4.326)] [KD 3.800 (3.600)] +2024-10-13 20:30:18,965 - Train: 83.31% [1042200/1251000] [833.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000230] [CE 4.036 (4.277)] [KD 3.371 (3.553)] +2024-10-13 20:30:26,383 - Train: 83.31% [1042250/1251000] [833.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000229] [CE 4.820 (4.346)] [KD 3.780 (3.599)] +2024-10-13 20:30:33,920 - Train: 83.32% [1042300/1251000] [833.2/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.000229] [CE 4.704 (4.345)] [KD 3.649 (3.605)] +2024-10-13 20:30:41,444 - Train: 83.32% [1042350/1251000] [833.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000229] [CE 4.421 (4.405)] [KD 3.504 (3.660)] +2024-10-13 20:30:48,842 - Train: 83.33% [1042400/1251000] [833.3/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.000229] [CE 4.078 (4.352)] [KD 3.312 (3.542)] +2024-10-13 20:30:56,367 - Train: 83.33% [1042450/1251000] [833.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000229] [CE 4.251 (4.276)] [KD 3.501 (3.600)] +2024-10-13 20:31:04,158 - Train: 83.33% [1042500/1251000] [833.3/1000.0] [batch_t 0.145 (0.156)] [data_t 0.006] [optim_t 0.139] [lr 0.000229] [CE 3.959 (4.347)] [KD 3.185 (3.605)] +2024-10-13 20:31:11,652 - Train: 83.34% [1042550/1251000] [833.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000229] [CE 4.000 (4.322)] [KD 3.479 (3.601)] +2024-10-13 20:31:19,254 - Train: 83.34% [1042600/1251000] [833.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000229] [CE 4.661 (4.408)] [KD 3.746 (3.676)] +2024-10-13 20:31:26,676 - Train: 83.35% [1042650/1251000] [833.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000229] [CE 4.722 (4.349)] [KD 3.830 (3.581)] +2024-10-13 20:31:34,111 - Train: 83.35% [1042700/1251000] [833.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000229] [CE 3.945 (4.291)] [KD 3.228 (3.608)] +2024-10-13 20:31:41,729 - Train: 83.35% [1042750/1251000] [833.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.000228] [CE 4.337 (4.352)] [KD 3.540 (3.611)] +2024-10-13 20:31:49,341 - Train: 83.36% [1042800/1251000] [833.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000228] [CE 4.394 (4.404)] [KD 3.558 (3.670)] +2024-10-13 20:31:56,977 - Train: 83.36% [1042850/1251000] [833.6/1000.0] [batch_t 0.258 (0.153)] [data_t 0.005] [optim_t 0.252] [lr 0.000228] [CE 4.196 (4.293)] [KD 3.749 (3.567)] +2024-10-13 20:32:04,532 - Train: 83.37% [1042900/1251000] [833.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000228] [CE 4.598 (4.299)] [KD 3.735 (3.630)] +2024-10-13 20:32:12,111 - Train: 83.37% [1042950/1251000] [833.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000228] [CE 4.494 (4.282)] [KD 3.771 (3.606)] +2024-10-13 20:32:19,490 - Train: 83.37% [1043000/1251000] [833.7/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.000228] [CE 4.466 (4.353)] [KD 3.645 (3.604)] +2024-10-13 20:32:27,233 - Train: 83.38% [1043050/1251000] [833.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000228] [CE 4.220 (4.346)] [KD 3.643 (3.642)] +2024-10-13 20:32:34,572 - Train: 83.38% [1043100/1251000] [833.8/1000.0] [batch_t 0.146 (0.147)] [data_t 0.003] [optim_t 0.142] [lr 0.000228] [CE 4.033 (4.305)] [KD 3.492 (3.581)] +2024-10-13 20:32:42,026 - Train: 83.39% [1043150/1251000] [833.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.000228] [CE 4.290 (4.238)] [KD 3.368 (3.502)] +2024-10-13 20:32:49,502 - Train: 83.39% [1043200/1251000] [833.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000228] [CE 4.624 (4.436)] [KD 3.783 (3.651)] +2024-10-13 20:32:56,868 - Train: 83.39% [1043250/1251000] [833.9/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.000228] [CE 4.460 (4.323)] [KD 3.593 (3.617)] +2024-10-13 20:33:04,401 - Train: 83.40% [1043300/1251000] [834.0/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000227] [CE 4.673 (4.269)] [KD 3.560 (3.594)] +2024-10-13 20:33:15,279 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 36756] [top5_cnt 45733] [top_all 50000] +2024-10-13 20:33:15,279 - net: 73.512 (91.466) +2024-10-13 20:33:21,074 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 37612] [top5_cnt 46176] [top_all 50000] +2024-10-13 20:33:21,075 - net_E: 75.224 (92.352) +2024-10-13 20:33:21,235 - Max [top1: 73.512 (epoch: 834)] [top1-ema: 75.282 (epoch: 832)] +2024-10-13 20:33:21,235 - ==> Total time: 1 day, 22:46:12 Eta: 9:18:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 20:33:27,521 - Train: 83.40% [1043350/1251000] [834.0/1000.0] [batch_t 0.146 (0.176)] [data_t 0.003] [optim_t 0.143] [lr 0.000227] [CE 4.013 (4.234)] [KD 3.234 (3.514)] +2024-10-13 20:33:35,056 - Train: 83.41% [1043400/1251000] [834.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000227] [CE 4.507 (4.334)] [KD 3.828 (3.586)] +2024-10-13 20:33:42,819 - Train: 83.41% [1043450/1251000] [834.1/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.000227] [CE 4.757 (4.312)] [KD 3.771 (3.555)] +2024-10-13 20:33:50,243 - Train: 83.41% [1043500/1251000] [834.1/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.000227] [CE 4.538 (4.294)] [KD 3.865 (3.548)] +2024-10-13 20:33:57,755 - Train: 83.42% [1043550/1251000] [834.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000227] [CE 4.602 (4.394)] [KD 3.578 (3.604)] +2024-10-13 20:34:05,175 - Train: 83.42% [1043600/1251000] [834.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.000227] [CE 4.103 (4.323)] [KD 3.438 (3.577)] +2024-10-13 20:34:12,546 - Train: 83.43% [1043650/1251000] [834.3/1000.0] [batch_t 0.146 (0.147)] [data_t 0.003] [optim_t 0.144] [lr 0.000227] [CE 4.057 (4.341)] [KD 3.476 (3.589)] +2024-10-13 20:34:20,231 - Train: 83.43% [1043700/1251000] [834.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.006] [optim_t 0.140] [lr 0.000227] [CE 4.851 (4.371)] [KD 3.755 (3.625)] +2024-10-13 20:34:27,872 - Train: 83.43% [1043750/1251000] [834.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000227] [CE 4.705 (4.238)] [KD 4.033 (3.549)] +2024-10-13 20:34:35,424 - Train: 83.44% [1043800/1251000] [834.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000227] [CE 4.096 (4.350)] [KD 3.502 (3.583)] +2024-10-13 20:34:43,063 - Train: 83.44% [1043850/1251000] [834.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000226] [CE 4.223 (4.349)] [KD 3.331 (3.577)] +2024-10-13 20:34:50,409 - Train: 83.45% [1043900/1251000] [834.5/1000.0] [batch_t 0.143 (0.147)] [data_t 0.003] [optim_t 0.140] [lr 0.000226] [CE 4.104 (4.366)] [KD 3.459 (3.621)] +2024-10-13 20:34:57,770 - Train: 83.45% [1043950/1251000] [834.5/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.000226] [CE 4.122 (4.379)] [KD 3.443 (3.621)] +2024-10-13 20:35:05,386 - Train: 83.45% [1044000/1251000] [834.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000226] [CE 4.778 (4.355)] [KD 3.978 (3.627)] +2024-10-13 20:35:12,848 - Train: 83.46% [1044050/1251000] [834.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.000226] [CE 4.524 (4.335)] [KD 3.709 (3.600)] +2024-10-13 20:35:20,338 - Train: 83.46% [1044100/1251000] [834.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000226] [CE 4.311 (4.321)] [KD 3.523 (3.580)] +2024-10-13 20:35:28,066 - Train: 83.47% [1044150/1251000] [834.7/1000.0] [batch_t 0.268 (0.154)] [data_t 0.004] [optim_t 0.265] [lr 0.000226] [CE 4.498 (4.345)] [KD 3.630 (3.587)] +2024-10-13 20:35:35,420 - Train: 83.47% [1044200/1251000] [834.7/1000.0] [batch_t 0.155 (0.147)] [data_t 0.004] [optim_t 0.151] [lr 0.000226] [CE 4.453 (4.366)] [KD 3.570 (3.642)] +2024-10-13 20:35:42,831 - Train: 83.47% [1044250/1251000] [834.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000226] [CE 3.883 (4.378)] [KD 3.475 (3.661)] +2024-10-13 20:35:50,435 - Train: 83.48% [1044300/1251000] [834.8/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.000226] [CE 3.965 (4.353)] [KD 3.187 (3.553)] +2024-10-13 20:35:57,784 - Train: 83.48% [1044350/1251000] [834.8/1000.0] [batch_t 0.148 (0.147)] [data_t 0.003] [optim_t 0.145] [lr 0.000226] [CE 4.434 (4.394)] [KD 3.425 (3.653)] +2024-10-13 20:36:05,553 - Train: 83.49% [1044400/1251000] [834.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000225] [CE 4.121 (4.406)] [KD 3.515 (3.625)] +2024-10-13 20:36:13,066 - Train: 83.49% [1044450/1251000] [834.9/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000225] [CE 3.592 (4.270)] [KD 3.361 (3.547)] +2024-10-13 20:36:20,584 - Train: 83.49% [1044500/1251000] [834.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000225] [CE 4.362 (4.386)] [KD 3.531 (3.615)] +2024-10-13 20:36:28,090 - Train: 83.50% [1044550/1251000] [835.0/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000225] [CE 4.189 (4.301)] [KD 3.449 (3.595)] +2024-10-13 20:36:38,937 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 36767] [top5_cnt 45763] [top_all 50000] +2024-10-13 20:36:38,937 - net: 73.534 (91.526) +2024-10-13 20:36:44,780 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 37647] [top5_cnt 46189] [top_all 50000] +2024-10-13 20:36:44,781 - net_E: 75.294 (92.378) +2024-10-13 20:36:44,944 - Max [top1: 73.534 (epoch: 835)] [top1-ema: 75.294 (epoch: 835)] +2024-10-13 20:36:44,944 - ==> Total time: 1 day, 22:49:35 Eta: 9:15:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 20:36:51,896 - Train: 83.50% [1044600/1251000] [835.0/1000.0] [batch_t 0.148 (0.171)] [data_t 0.004] [optim_t 0.144] [lr 0.000225] [CE 4.408 (4.294)] [KD 3.814 (3.543)] +2024-10-13 20:36:59,370 - Train: 83.51% [1044650/1251000] [835.1/1000.0] [batch_t 0.157 (0.149)] [data_t 0.003] [optim_t 0.154] [lr 0.000225] [CE 3.817 (4.377)] [KD 3.340 (3.621)] +2024-10-13 20:37:07,102 - Train: 83.51% [1044700/1251000] [835.1/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000225] [CE 4.174 (4.290)] [KD 3.406 (3.545)] +2024-10-13 20:37:14,668 - Train: 83.51% [1044750/1251000] [835.1/1000.0] [batch_t 0.142 (0.151)] [data_t 0.003] [optim_t 0.139] [lr 0.000225] [CE 4.179 (4.253)] [KD 3.568 (3.555)] +2024-10-13 20:37:22,237 - Train: 83.52% [1044800/1251000] [835.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000225] [CE 4.178 (4.299)] [KD 3.700 (3.577)] +2024-10-13 20:37:29,887 - Train: 83.52% [1044850/1251000] [835.2/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000225] [CE 4.264 (4.385)] [KD 3.704 (3.612)] +2024-10-13 20:37:37,462 - Train: 83.53% [1044900/1251000] [835.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000225] [CE 4.398 (4.334)] [KD 3.449 (3.596)] +2024-10-13 20:37:44,892 - Train: 83.53% [1044950/1251000] [835.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000224] [CE 4.588 (4.313)] [KD 3.605 (3.565)] +2024-10-13 20:37:52,407 - Train: 83.53% [1045000/1251000] [835.3/1000.0] [batch_t 0.156 (0.150)] [data_t 0.006] [optim_t 0.150] [lr 0.000224] [CE 4.564 (4.329)] [KD 3.815 (3.606)] +2024-10-13 20:37:59,840 - Train: 83.54% [1045050/1251000] [835.4/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.151] [lr 0.000224] [CE 4.039 (4.373)] [KD 3.370 (3.616)] +2024-10-13 20:38:07,521 - Train: 83.54% [1045100/1251000] [835.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000224] [CE 3.961 (4.326)] [KD 3.323 (3.560)] +2024-10-13 20:38:15,226 - Train: 83.55% [1045150/1251000] [835.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.008] [optim_t 0.141] [lr 0.000224] [CE 4.925 (4.359)] [KD 3.753 (3.603)] +2024-10-13 20:38:22,816 - Train: 83.55% [1045200/1251000] [835.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000224] [CE 4.162 (4.303)] [KD 3.680 (3.579)] +2024-10-13 20:38:30,353 - Train: 83.55% [1045250/1251000] [835.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000224] [CE 4.455 (4.236)] [KD 3.489 (3.505)] +2024-10-13 20:38:37,899 - Train: 83.56% [1045300/1251000] [835.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000224] [CE 4.395 (4.339)] [KD 3.442 (3.649)] +2024-10-13 20:38:45,399 - Train: 83.56% [1045350/1251000] [835.6/1000.0] [batch_t 0.143 (0.150)] [data_t 0.005] [optim_t 0.138] [lr 0.000224] [CE 4.144 (4.356)] [KD 3.513 (3.630)] +2024-10-13 20:38:53,042 - Train: 83.57% [1045400/1251000] [835.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.007] [optim_t 0.139] [lr 0.000224] [CE 4.145 (4.351)] [KD 3.518 (3.600)] +2024-10-13 20:39:00,542 - Train: 83.57% [1045450/1251000] [835.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000223] [CE 4.304 (4.366)] [KD 3.536 (3.604)] +2024-10-13 20:39:08,017 - Train: 83.57% [1045500/1251000] [835.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.007] [optim_t 0.141] [lr 0.000223] [CE 4.731 (4.370)] [KD 3.822 (3.621)] +2024-10-13 20:39:15,498 - Train: 83.58% [1045550/1251000] [835.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000223] [CE 4.341 (4.375)] [KD 3.490 (3.596)] +2024-10-13 20:39:23,023 - Train: 83.58% [1045600/1251000] [835.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000223] [CE 4.515 (4.400)] [KD 3.816 (3.638)] +2024-10-13 20:39:30,530 - Train: 83.59% [1045650/1251000] [835.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000223] [CE 4.321 (4.327)] [KD 3.501 (3.565)] +2024-10-13 20:39:38,148 - Train: 83.59% [1045700/1251000] [835.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.000223] [CE 4.368 (4.359)] [KD 3.732 (3.581)] +2024-10-13 20:39:45,861 - Train: 83.59% [1045750/1251000] [835.9/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000223] [CE 4.458 (4.339)] [KD 3.515 (3.599)] +2024-10-13 20:39:53,252 - Train: 83.60% [1045800/1251000] [836.0/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.000223] [CE 4.539 (4.357)] [KD 3.566 (3.589)] +2024-10-13 20:40:04,132 - Test (net): 100.00% [50/50] [batch_t 0.050 (0.105)] [top1_cnt 36740] [top5_cnt 45723] [top_all 50000] +2024-10-13 20:40:04,133 - net: 73.480 (91.446) +2024-10-13 20:40:09,982 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37647] [top5_cnt 46211] [top_all 50000] +2024-10-13 20:40:09,982 - net_E: 75.294 (92.422) +2024-10-13 20:40:10,158 - Max [top1: 73.534 (epoch: 835)] [top1-ema: 75.294 (epoch: 835)] +2024-10-13 20:40:10,159 - ==> Total time: 1 day, 22:53:01 Eta: 9:11:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 20:40:14,254 - Train: 83.60% [1045850/1251000] [836.0/1000.0] [batch_t 0.156 (0.175)] [data_t 0.006] [optim_t 0.150] [lr 0.000223] [CE 4.940 (4.406)] [KD 3.864 (3.589)] +2024-10-13 20:40:21,673 - Train: 83.61% [1045900/1251000] [836.1/1000.0] [batch_t 0.150 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.000223] [CE 4.056 (4.303)] [KD 3.624 (3.610)] +2024-10-13 20:40:29,448 - Train: 83.61% [1045950/1251000] [836.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.000223] [CE 4.756 (4.399)] [KD 4.003 (3.626)] +2024-10-13 20:40:37,180 - Train: 83.61% [1046000/1251000] [836.1/1000.0] [batch_t 0.144 (0.155)] [data_t 0.005] [optim_t 0.139] [lr 0.000222] [CE 4.030 (4.344)] [KD 3.271 (3.576)] +2024-10-13 20:40:44,894 - Train: 83.62% [1046050/1251000] [836.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000222] [CE 4.450 (4.326)] [KD 3.632 (3.587)] +2024-10-13 20:40:52,357 - Train: 83.62% [1046100/1251000] [836.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000222] [CE 4.592 (4.411)] [KD 3.834 (3.629)] +2024-10-13 20:40:59,993 - Train: 83.63% [1046150/1251000] [836.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.000222] [CE 4.111 (4.369)] [KD 3.349 (3.601)] +2024-10-13 20:41:07,492 - Train: 83.63% [1046200/1251000] [836.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000222] [CE 4.724 (4.279)] [KD 4.014 (3.551)] +2024-10-13 20:41:14,895 - Train: 83.63% [1046250/1251000] [836.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000222] [CE 3.717 (4.414)] [KD 3.172 (3.618)] +2024-10-13 20:41:22,680 - Train: 83.64% [1046300/1251000] [836.4/1000.0] [batch_t 0.152 (0.156)] [data_t 0.006] [optim_t 0.146] [lr 0.000222] [CE 4.471 (4.308)] [KD 3.549 (3.557)] +2024-10-13 20:41:30,233 - Train: 83.64% [1046350/1251000] [836.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000222] [CE 4.892 (4.313)] [KD 4.170 (3.597)] +2024-10-13 20:41:37,815 - Train: 83.65% [1046400/1251000] [836.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000222] [CE 4.665 (4.410)] [KD 3.605 (3.633)] +2024-10-13 20:41:45,385 - Train: 83.65% [1046450/1251000] [836.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000222] [CE 4.316 (4.282)] [KD 3.453 (3.554)] +2024-10-13 20:41:52,971 - Train: 83.65% [1046500/1251000] [836.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000222] [CE 4.503 (4.339)] [KD 3.467 (3.584)] +2024-10-13 20:42:00,467 - Train: 83.66% [1046550/1251000] [836.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000221] [CE 4.184 (4.320)] [KD 3.581 (3.605)] +2024-10-13 20:42:08,336 - Train: 83.66% [1046600/1251000] [836.6/1000.0] [batch_t 0.160 (0.157)] [data_t 0.005] [optim_t 0.155] [lr 0.000221] [CE 4.230 (4.286)] [KD 3.771 (3.591)] +2024-10-13 20:42:15,747 - Train: 83.67% [1046650/1251000] [836.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000221] [CE 3.844 (4.210)] [KD 3.595 (3.552)] +2024-10-13 20:42:23,360 - Train: 83.67% [1046700/1251000] [836.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000221] [CE 4.428 (4.310)] [KD 3.752 (3.588)] +2024-10-13 20:42:30,797 - Train: 83.67% [1046750/1251000] [836.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000221] [CE 4.178 (4.285)] [KD 3.484 (3.555)] +2024-10-13 20:42:38,327 - Train: 83.68% [1046800/1251000] [836.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000221] [CE 4.667 (4.340)] [KD 3.791 (3.593)] +2024-10-13 20:42:45,859 - Train: 83.68% [1046850/1251000] [836.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000221] [CE 3.713 (4.431)] [KD 3.189 (3.617)] +2024-10-13 20:42:53,527 - Train: 83.69% [1046900/1251000] [836.9/1000.0] [batch_t 0.145 (0.153)] [data_t 0.006] [optim_t 0.139] [lr 0.000221] [CE 4.191 (4.356)] [KD 3.523 (3.606)] +2024-10-13 20:43:00,985 - Train: 83.69% [1046950/1251000] [836.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000221] [CE 4.733 (4.377)] [KD 3.719 (3.613)] +2024-10-13 20:43:08,917 - Train: 83.69% [1047000/1251000] [836.9/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.000221] [CE 4.392 (4.351)] [KD 3.578 (3.617)] +2024-10-13 20:43:16,468 - Train: 83.70% [1047050/1251000] [837.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000221] [CE 4.330 (4.331)] [KD 3.683 (3.578)] +2024-10-13 20:43:27,654 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 36790] [top5_cnt 45703] [top_all 50000] +2024-10-13 20:43:27,654 - net: 73.580 (91.406) +2024-10-13 20:43:33,557 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37664] [top5_cnt 46185] [top_all 50000] +2024-10-13 20:43:33,557 - net_E: 75.328 (92.370) +2024-10-13 20:43:33,709 - Max [top1: 73.580 (epoch: 837)] [top1-ema: 75.328 (epoch: 837)] +2024-10-13 20:43:33,710 - ==> Total time: 1 day, 22:56:24 Eta: 9:08:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 20:43:41,194 - Train: 83.70% [1047100/1251000] [837.0/1000.0] [batch_t 0.149 (0.180)] [data_t 0.004] [optim_t 0.144] [lr 0.000220] [CE 4.099 (4.205)] [KD 3.261 (3.462)] +2024-10-13 20:43:48,795 - Train: 83.71% [1047150/1251000] [837.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000220] [CE 4.684 (4.226)] [KD 3.822 (3.514)] +2024-10-13 20:43:56,421 - Train: 83.71% [1047200/1251000] [837.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.000220] [CE 3.895 (4.278)] [KD 3.343 (3.549)] +2024-10-13 20:44:04,230 - Train: 83.71% [1047250/1251000] [837.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000220] [CE 4.484 (4.322)] [KD 3.771 (3.563)] +2024-10-13 20:44:11,840 - Train: 83.72% [1047300/1251000] [837.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000220] [CE 3.969 (4.353)] [KD 3.293 (3.569)] +2024-10-13 20:44:19,456 - Train: 83.72% [1047350/1251000] [837.2/1000.0] [batch_t 0.155 (0.152)] [data_t 0.007] [optim_t 0.148] [lr 0.000220] [CE 3.685 (4.225)] [KD 3.473 (3.561)] +2024-10-13 20:44:26,936 - Train: 83.73% [1047400/1251000] [837.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000220] [CE 4.638 (4.274)] [KD 3.805 (3.576)] +2024-10-13 20:44:34,714 - Train: 83.73% [1047450/1251000] [837.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000220] [CE 4.191 (4.285)] [KD 3.687 (3.538)] +2024-10-13 20:44:42,222 - Train: 83.73% [1047500/1251000] [837.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000220] [CE 4.463 (4.282)] [KD 3.556 (3.543)] +2024-10-13 20:44:49,908 - Train: 83.74% [1047550/1251000] [837.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.007] [optim_t 0.144] [lr 0.000220] [CE 4.801 (4.307)] [KD 3.785 (3.551)] +2024-10-13 20:44:57,489 - Train: 83.74% [1047600/1251000] [837.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000220] [CE 3.932 (4.398)] [KD 3.345 (3.583)] +2024-10-13 20:45:05,146 - Train: 83.75% [1047650/1251000] [837.5/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.000219] [CE 4.014 (4.351)] [KD 3.400 (3.580)] +2024-10-13 20:45:12,911 - Train: 83.75% [1047700/1251000] [837.5/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.000219] [CE 4.618 (4.280)] [KD 3.663 (3.568)] +2024-10-13 20:45:20,394 - Train: 83.75% [1047750/1251000] [837.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000219] [CE 4.304 (4.280)] [KD 3.498 (3.557)] +2024-10-13 20:45:27,975 - Train: 83.76% [1047800/1251000] [837.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000219] [CE 4.283 (4.335)] [KD 3.400 (3.571)] +2024-10-13 20:45:35,694 - Train: 83.76% [1047850/1251000] [837.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.006] [optim_t 0.147] [lr 0.000219] [CE 4.580 (4.376)] [KD 3.899 (3.619)] +2024-10-13 20:45:43,296 - Train: 83.76% [1047900/1251000] [837.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000219] [CE 4.054 (4.293)] [KD 3.457 (3.573)] +2024-10-13 20:45:50,779 - Train: 83.77% [1047950/1251000] [837.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.002] [optim_t 0.147] [lr 0.000219] [CE 4.585 (4.305)] [KD 3.592 (3.595)] +2024-10-13 20:45:58,550 - Train: 83.77% [1048000/1251000] [837.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.006] [optim_t 0.144] [lr 0.000219] [CE 3.720 (4.361)] [KD 3.368 (3.616)] +2024-10-13 20:46:06,213 - Train: 83.78% [1048050/1251000] [837.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000219] [CE 3.937 (4.378)] [KD 3.174 (3.597)] +2024-10-13 20:46:13,927 - Train: 83.78% [1048100/1251000] [837.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.008] [optim_t 0.140] [lr 0.000219] [CE 4.222 (4.324)] [KD 3.453 (3.578)] +2024-10-13 20:46:21,467 - Train: 83.78% [1048150/1251000] [837.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000219] [CE 4.290 (4.367)] [KD 3.511 (3.599)] +2024-10-13 20:46:28,999 - Train: 83.79% [1048200/1251000] [837.9/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.000218] [CE 4.447 (4.348)] [KD 3.667 (3.572)] +2024-10-13 20:46:36,431 - Train: 83.79% [1048250/1251000] [837.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.000218] [CE 4.371 (4.219)] [KD 3.555 (3.531)] +2024-10-13 20:46:44,178 - Train: 83.80% [1048300/1251000] [838.0/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000218] [CE 4.449 (4.359)] [KD 3.808 (3.616)] +2024-10-13 20:46:55,457 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 36862] [top5_cnt 45750] [top_all 50000] +2024-10-13 20:46:55,458 - net: 73.724 (91.500) +2024-10-13 20:47:01,505 - Test (net_E): 100.00% [50/50] [batch_t 0.061 (0.108)] [top1_cnt 37662] [top5_cnt 46173] [top_all 50000] +2024-10-13 20:47:01,506 - net_E: 75.324 (92.346) +2024-10-13 20:47:01,686 - Max [top1: 73.724 (epoch: 838)] [top1-ema: 75.328 (epoch: 837)] +2024-10-13 20:47:01,686 - ==> Total time: 1 day, 22:59:52 Eta: 9:05:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 20:47:09,885 - Train: 83.80% [1048350/1251000] [838.0/1000.0] [batch_t 0.151 (0.179)] [data_t 0.004] [optim_t 0.148] [lr 0.000218] [CE 4.464 (4.217)] [KD 3.775 (3.435)] +2024-10-13 20:47:17,441 - Train: 83.80% [1048400/1251000] [838.0/1000.0] [batch_t 0.143 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.000218] [CE 4.116 (4.265)] [KD 3.349 (3.540)] +2024-10-13 20:47:25,288 - Train: 83.81% [1048450/1251000] [838.1/1000.0] [batch_t 0.155 (0.157)] [data_t 0.004] [optim_t 0.151] [lr 0.000218] [CE 4.442 (4.303)] [KD 3.639 (3.551)] +2024-10-13 20:47:33,163 - Train: 83.81% [1048500/1251000] [838.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000218] [CE 4.064 (4.360)] [KD 3.431 (3.577)] +2024-10-13 20:47:40,602 - Train: 83.82% [1048550/1251000] [838.2/1000.0] [batch_t 0.156 (0.149)] [data_t 0.004] [optim_t 0.151] [lr 0.000218] [CE 4.308 (4.323)] [KD 3.283 (3.600)] +2024-10-13 20:47:48,159 - Train: 83.82% [1048600/1251000] [838.2/1000.0] [batch_t 0.143 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.000218] [CE 4.082 (4.321)] [KD 3.437 (3.571)] +2024-10-13 20:47:55,754 - Train: 83.82% [1048650/1251000] [838.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000218] [CE 4.388 (4.375)] [KD 3.479 (3.575)] +2024-10-13 20:48:03,311 - Train: 83.83% [1048700/1251000] [838.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000218] [CE 3.779 (4.319)] [KD 3.340 (3.584)] +2024-10-13 20:48:10,994 - Train: 83.83% [1048750/1251000] [838.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000217] [CE 4.507 (4.324)] [KD 3.662 (3.542)] +2024-10-13 20:48:18,679 - Train: 83.84% [1048800/1251000] [838.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000217] [CE 4.148 (4.364)] [KD 3.287 (3.621)] +2024-10-13 20:48:26,322 - Train: 83.84% [1048850/1251000] [838.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000217] [CE 3.942 (4.385)] [KD 3.256 (3.577)] +2024-10-13 20:48:33,697 - Train: 83.84% [1048900/1251000] [838.4/1000.0] [batch_t 0.153 (0.147)] [data_t 0.004] [optim_t 0.150] [lr 0.000217] [CE 4.986 (4.372)] [KD 3.801 (3.576)] +2024-10-13 20:48:41,184 - Train: 83.85% [1048950/1251000] [838.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000217] [CE 4.405 (4.295)] [KD 3.505 (3.575)] +2024-10-13 20:48:48,597 - Train: 83.85% [1049000/1251000] [838.5/1000.0] [batch_t 0.156 (0.148)] [data_t 0.004] [optim_t 0.152] [lr 0.000217] [CE 3.884 (4.286)] [KD 3.220 (3.526)] +2024-10-13 20:48:56,241 - Train: 83.86% [1049050/1251000] [838.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000217] [CE 4.006 (4.308)] [KD 3.380 (3.545)] +2024-10-13 20:49:03,700 - Train: 83.86% [1049100/1251000] [838.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000217] [CE 4.394 (4.301)] [KD 3.421 (3.569)] +2024-10-13 20:49:11,195 - Train: 83.86% [1049150/1251000] [838.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000217] [CE 3.824 (4.345)] [KD 3.127 (3.557)] +2024-10-13 20:49:18,923 - Train: 83.87% [1049200/1251000] [838.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000217] [CE 4.438 (4.335)] [KD 3.409 (3.565)] +2024-10-13 20:49:26,519 - Train: 83.87% [1049250/1251000] [838.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.006] [optim_t 0.148] [lr 0.000217] [CE 4.460 (4.296)] [KD 3.534 (3.586)] +2024-10-13 20:49:33,979 - Train: 83.88% [1049300/1251000] [838.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.000216] [CE 4.409 (4.340)] [KD 3.500 (3.574)] +2024-10-13 20:49:41,439 - Train: 83.88% [1049350/1251000] [838.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.000216] [CE 4.518 (4.391)] [KD 3.851 (3.573)] +2024-10-13 20:49:48,845 - Train: 83.88% [1049400/1251000] [838.8/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.000216] [CE 4.187 (4.371)] [KD 3.468 (3.602)] +2024-10-13 20:49:56,421 - Train: 83.89% [1049450/1251000] [838.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000216] [CE 4.285 (4.334)] [KD 3.543 (3.569)] +2024-10-13 20:50:04,234 - Train: 83.89% [1049500/1251000] [838.9/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000216] [CE 4.377 (4.364)] [KD 3.536 (3.618)] +2024-10-13 20:50:11,674 - Train: 83.90% [1049550/1251000] [839.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000216] [CE 4.770 (4.371)] [KD 3.858 (3.597)] +2024-10-13 20:50:23,090 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 36879] [top5_cnt 45830] [top_all 50000] +2024-10-13 20:50:23,091 - net: 73.758 (91.660) +2024-10-13 20:50:28,904 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37677] [top5_cnt 46173] [top_all 50000] +2024-10-13 20:50:28,905 - net_E: 75.354 (92.346) +2024-10-13 20:50:29,080 - Max [top1: 73.758 (epoch: 839)] [top1-ema: 75.354 (epoch: 839)] +2024-10-13 20:50:29,080 - ==> Total time: 1 day, 23:03:20 Eta: 9:01:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 20:50:35,279 - Train: 83.90% [1049600/1251000] [839.0/1000.0] [batch_t 0.151 (0.192)] [data_t 0.004] [optim_t 0.147] [lr 0.000216] [CE 4.041 (4.331)] [KD 3.587 (3.630)] +2024-10-13 20:50:42,909 - Train: 83.90% [1049650/1251000] [839.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000216] [CE 4.733 (4.378)] [KD 3.944 (3.570)] +2024-10-13 20:50:50,317 - Train: 83.91% [1049700/1251000] [839.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.000216] [CE 4.662 (4.321)] [KD 3.690 (3.531)] +2024-10-13 20:50:57,878 - Train: 83.91% [1049750/1251000] [839.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000216] [CE 4.392 (4.315)] [KD 3.763 (3.543)] +2024-10-13 20:51:05,406 - Train: 83.92% [1049800/1251000] [839.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000216] [CE 4.284 (4.295)] [KD 3.658 (3.558)] +2024-10-13 20:51:13,136 - Train: 83.92% [1049850/1251000] [839.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000215] [CE 4.532 (4.358)] [KD 3.817 (3.578)] +2024-10-13 20:51:20,996 - Train: 83.92% [1049900/1251000] [839.2/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000215] [CE 4.366 (4.353)] [KD 3.458 (3.578)] +2024-10-13 20:51:28,559 - Train: 83.93% [1049950/1251000] [839.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000215] [CE 4.190 (4.404)] [KD 3.546 (3.624)] +2024-10-13 20:51:36,006 - Train: 83.93% [1050000/1251000] [839.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000215] [CE 3.893 (4.322)] [KD 3.344 (3.554)] +2024-10-13 20:51:43,415 - Train: 83.94% [1050050/1251000] [839.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000215] [CE 3.990 (4.282)] [KD 3.418 (3.536)] +2024-10-13 20:51:50,952 - Train: 83.94% [1050100/1251000] [839.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000215] [CE 4.261 (4.391)] [KD 3.337 (3.619)] +2024-10-13 20:51:58,889 - Train: 83.94% [1050150/1251000] [839.4/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.149] [lr 0.000215] [CE 4.364 (4.289)] [KD 3.646 (3.521)] +2024-10-13 20:52:06,730 - Train: 83.95% [1050200/1251000] [839.5/1000.0] [batch_t 0.154 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.000215] [CE 3.932 (4.305)] [KD 3.451 (3.567)] +2024-10-13 20:52:14,203 - Train: 83.95% [1050250/1251000] [839.5/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.000215] [CE 4.112 (4.385)] [KD 3.547 (3.608)] +2024-10-13 20:52:21,668 - Train: 83.96% [1050300/1251000] [839.6/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.000215] [CE 4.215 (4.350)] [KD 3.581 (3.581)] +2024-10-13 20:52:29,237 - Train: 83.96% [1050350/1251000] [839.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000215] [CE 4.034 (4.347)] [KD 3.410 (3.610)] +2024-10-13 20:52:36,880 - Train: 83.96% [1050400/1251000] [839.6/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000214] [CE 3.540 (4.293)] [KD 3.221 (3.571)] +2024-10-13 20:52:44,673 - Train: 83.97% [1050450/1251000] [839.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.006] [optim_t 0.144] [lr 0.000214] [CE 4.243 (4.330)] [KD 3.566 (3.568)] +2024-10-13 20:52:52,334 - Train: 83.97% [1050500/1251000] [839.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000214] [CE 3.860 (4.326)] [KD 3.136 (3.568)] +2024-10-13 20:52:59,769 - Train: 83.98% [1050550/1251000] [839.8/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.000214] [CE 4.449 (4.280)] [KD 3.763 (3.550)] +2024-10-13 20:53:07,320 - Train: 83.98% [1050600/1251000] [839.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000214] [CE 4.118 (4.325)] [KD 3.459 (3.587)] +2024-10-13 20:53:14,740 - Train: 83.98% [1050650/1251000] [839.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000214] [CE 4.507 (4.295)] [KD 3.514 (3.592)] +2024-10-13 20:53:22,294 - Train: 83.99% [1050700/1251000] [839.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000214] [CE 4.281 (4.306)] [KD 3.860 (3.582)] +2024-10-13 20:53:30,084 - Train: 83.99% [1050750/1251000] [839.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000214] [CE 4.511 (4.306)] [KD 3.577 (3.519)] +2024-10-13 20:53:37,604 - Train: 84.00% [1050800/1251000] [840.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000214] [CE 4.133 (4.341)] [KD 3.504 (3.561)] +2024-10-13 20:53:49,260 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 36231] [top5_cnt 45412] [top_all 50000] +2024-10-13 20:53:49,260 - net: 72.462 (90.824) +2024-10-13 20:53:54,998 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 37692] [top5_cnt 46162] [top_all 50000] +2024-10-13 20:53:54,999 - net_E: 75.384 (92.324) +2024-10-13 20:53:55,163 - Max [top1: 73.758 (epoch: 839)] [top1-ema: 75.384 (epoch: 840)] +2024-10-13 20:53:55,163 - ==> Total time: 1 day, 23:06:46 Eta: 8:58:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 20:54:01,966 - Train: 84.00% [1050850/1251000] [840.0/1000.0] [batch_t 0.147 (0.186)] [data_t 0.006] [optim_t 0.141] [lr 0.000214] [CE 4.048 (4.299)] [KD 3.308 (3.522)] +2024-10-13 20:54:09,530 - Train: 84.00% [1050900/1251000] [840.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.000214] [CE 4.422 (4.324)] [KD 3.669 (3.553)] +2024-10-13 20:54:17,149 - Train: 84.01% [1050950/1251000] [840.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000213] [CE 4.443 (4.334)] [KD 3.656 (3.554)] +2024-10-13 20:54:24,891 - Train: 84.01% [1051000/1251000] [840.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000213] [CE 4.521 (4.332)] [KD 3.697 (3.556)] +2024-10-13 20:54:32,584 - Train: 84.02% [1051050/1251000] [840.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.000213] [CE 4.255 (4.379)] [KD 3.559 (3.569)] +2024-10-13 20:54:40,236 - Train: 84.02% [1051100/1251000] [840.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000213] [CE 3.954 (4.327)] [KD 3.387 (3.544)] +2024-10-13 20:54:48,003 - Train: 84.02% [1051150/1251000] [840.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.142] [lr 0.000213] [CE 3.972 (4.294)] [KD 3.434 (3.542)] +2024-10-13 20:54:55,625 - Train: 84.03% [1051200/1251000] [840.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000213] [CE 3.915 (4.347)] [KD 3.291 (3.583)] +2024-10-13 20:55:03,363 - Train: 84.03% [1051250/1251000] [840.3/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000213] [CE 4.467 (4.332)] [KD 3.650 (3.571)] +2024-10-13 20:55:10,993 - Train: 84.04% [1051300/1251000] [840.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000213] [CE 4.740 (4.255)] [KD 3.846 (3.541)] +2024-10-13 20:55:18,513 - Train: 84.04% [1051350/1251000] [840.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000213] [CE 4.250 (4.290)] [KD 3.509 (3.566)] +2024-10-13 20:55:26,021 - Train: 84.04% [1051400/1251000] [840.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.007] [optim_t 0.144] [lr 0.000213] [CE 4.162 (4.293)] [KD 3.529 (3.540)] +2024-10-13 20:55:33,657 - Train: 84.05% [1051450/1251000] [840.5/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000213] [CE 3.919 (4.326)] [KD 3.585 (3.557)] +2024-10-13 20:55:41,574 - Train: 84.05% [1051500/1251000] [840.5/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000213] [CE 4.466 (4.369)] [KD 3.661 (3.601)] +2024-10-13 20:55:49,336 - Train: 84.06% [1051550/1251000] [840.6/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.150] [lr 0.000212] [CE 4.292 (4.302)] [KD 3.564 (3.578)] +2024-10-13 20:55:57,080 - Train: 84.06% [1051600/1251000] [840.6/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000212] [CE 4.252 (4.301)] [KD 3.591 (3.559)] +2024-10-13 20:56:04,599 - Train: 84.06% [1051650/1251000] [840.6/1000.0] [batch_t 0.153 (0.150)] [data_t 0.006] [optim_t 0.147] [lr 0.000212] [CE 4.576 (4.395)] [KD 3.762 (3.564)] +2024-10-13 20:56:12,263 - Train: 84.07% [1051700/1251000] [840.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000212] [CE 4.947 (4.359)] [KD 3.928 (3.593)] +2024-10-13 20:56:19,917 - Train: 84.07% [1051750/1251000] [840.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000212] [CE 4.702 (4.326)] [KD 3.644 (3.549)] +2024-10-13 20:56:27,377 - Train: 84.08% [1051800/1251000] [840.8/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.000212] [CE 4.668 (4.313)] [KD 3.901 (3.543)] +2024-10-13 20:56:35,138 - Train: 84.08% [1051850/1251000] [840.8/1000.0] [batch_t 0.156 (0.155)] [data_t 0.003] [optim_t 0.153] [lr 0.000212] [CE 4.885 (4.367)] [KD 3.899 (3.573)] +2024-10-13 20:56:42,900 - Train: 84.08% [1051900/1251000] [840.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.146] [lr 0.000212] [CE 4.845 (4.350)] [KD 3.954 (3.593)] +2024-10-13 20:56:50,496 - Train: 84.09% [1051950/1251000] [840.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000212] [CE 4.428 (4.304)] [KD 3.840 (3.553)] +2024-10-13 20:56:58,045 - Train: 84.09% [1052000/1251000] [840.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000212] [CE 4.490 (4.324)] [KD 3.943 (3.546)] +2024-10-13 20:57:05,692 - Train: 84.10% [1052050/1251000] [841.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000212] [CE 4.146 (4.374)] [KD 3.632 (3.579)] +2024-10-13 20:57:17,620 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.100)] [top1_cnt 36731] [top5_cnt 45627] [top_all 50000] +2024-10-13 20:57:17,621 - net: 73.462 (91.254) +2024-10-13 20:57:23,335 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.102)] [top1_cnt 37662] [top5_cnt 46171] [top_all 50000] +2024-10-13 20:57:23,336 - net_E: 75.324 (92.342) +2024-10-13 20:57:23,490 - Max [top1: 73.758 (epoch: 839)] [top1-ema: 75.384 (epoch: 840)] +2024-10-13 20:57:23,490 - ==> Total time: 1 day, 23:10:14 Eta: 8:55:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 20:57:26,927 - Train: 84.10% [1052100/1251000] [841.0/1000.0] [batch_t 0.158 (0.198)] [data_t 0.005] [optim_t 0.153] [lr 0.000211] [CE 4.359 (4.195)] [KD 3.504 (3.464)] +2024-10-13 20:57:34,326 - Train: 84.10% [1052150/1251000] [841.0/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000211] [CE 4.446 (4.341)] [KD 3.714 (3.586)] +2024-10-13 20:57:41,894 - Train: 84.11% [1052200/1251000] [841.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000211] [CE 4.030 (4.320)] [KD 3.442 (3.567)] +2024-10-13 20:57:49,361 - Train: 84.11% [1052250/1251000] [841.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000211] [CE 4.220 (4.327)] [KD 3.519 (3.552)] +2024-10-13 20:57:57,058 - Train: 84.12% [1052300/1251000] [841.2/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.000211] [CE 4.508 (4.382)] [KD 3.552 (3.606)] +2024-10-13 20:58:04,600 - Train: 84.12% [1052350/1251000] [841.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000211] [CE 4.354 (4.340)] [KD 3.587 (3.566)] +2024-10-13 20:58:12,295 - Train: 84.12% [1052400/1251000] [841.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.000211] [CE 4.480 (4.299)] [KD 3.781 (3.559)] +2024-10-13 20:58:19,827 - Train: 84.13% [1052450/1251000] [841.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000211] [CE 4.459 (4.432)] [KD 3.488 (3.606)] +2024-10-13 20:58:27,314 - Train: 84.13% [1052500/1251000] [841.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000211] [CE 4.314 (4.330)] [KD 3.579 (3.573)] +2024-10-13 20:58:34,829 - Train: 84.14% [1052550/1251000] [841.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000211] [CE 4.586 (4.350)] [KD 3.633 (3.574)] +2024-10-13 20:58:42,235 - Train: 84.14% [1052600/1251000] [841.4/1000.0] [batch_t 0.154 (0.148)] [data_t 0.007] [optim_t 0.146] [lr 0.000211] [CE 4.425 (4.254)] [KD 3.585 (3.539)] +2024-10-13 20:58:49,786 - Train: 84.14% [1052650/1251000] [841.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000210] [CE 4.221 (4.319)] [KD 3.684 (3.530)] +2024-10-13 20:58:57,468 - Train: 84.15% [1052700/1251000] [841.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.000210] [CE 3.948 (4.338)] [KD 3.284 (3.597)] +2024-10-13 20:59:04,913 - Train: 84.15% [1052750/1251000] [841.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000210] [CE 4.186 (4.358)] [KD 3.519 (3.563)] +2024-10-13 20:59:12,718 - Train: 84.16% [1052800/1251000] [841.6/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000210] [CE 4.279 (4.383)] [KD 3.391 (3.596)] +2024-10-13 20:59:20,247 - Train: 84.16% [1052850/1251000] [841.6/1000.0] [batch_t 0.263 (0.150)] [data_t 0.004] [optim_t 0.260] [lr 0.000210] [CE 4.345 (4.336)] [KD 3.617 (3.552)] +2024-10-13 20:59:27,671 - Train: 84.16% [1052900/1251000] [841.6/1000.0] [batch_t 0.156 (0.148)] [data_t 0.005] [optim_t 0.152] [lr 0.000210] [CE 3.802 (4.341)] [KD 3.392 (3.574)] +2024-10-13 20:59:35,364 - Train: 84.17% [1052950/1251000] [841.7/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000210] [CE 4.133 (4.278)] [KD 3.429 (3.534)] +2024-10-13 20:59:42,879 - Train: 84.17% [1053000/1251000] [841.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000210] [CE 4.275 (4.345)] [KD 3.685 (3.584)] +2024-10-13 20:59:50,250 - Train: 84.18% [1053050/1251000] [841.8/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.000210] [CE 4.183 (4.286)] [KD 3.398 (3.531)] +2024-10-13 20:59:57,654 - Train: 84.18% [1053100/1251000] [841.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000210] [CE 4.138 (4.328)] [KD 3.467 (3.555)] +2024-10-13 21:00:05,320 - Train: 84.18% [1053150/1251000] [841.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.000210] [CE 4.547 (4.323)] [KD 3.553 (3.566)] +2024-10-13 21:00:12,906 - Train: 84.19% [1053200/1251000] [841.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000209] [CE 4.539 (4.312)] [KD 3.729 (3.555)] +2024-10-13 21:00:20,688 - Train: 84.19% [1053250/1251000] [841.9/1000.0] [batch_t 0.145 (0.156)] [data_t 0.006] [optim_t 0.140] [lr 0.000209] [CE 4.000 (4.310)] [KD 3.608 (3.541)] +2024-10-13 21:00:28,247 - Train: 84.20% [1053300/1251000] [842.0/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000209] [CE 4.455 (4.262)] [KD 3.608 (3.523)] +2024-10-13 21:00:40,161 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 36707] [top5_cnt 45745] [top_all 50000] +2024-10-13 21:00:40,162 - net: 73.414 (91.490) +2024-10-13 21:00:45,987 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 37675] [top5_cnt 46183] [top_all 50000] +2024-10-13 21:00:45,987 - net_E: 75.350 (92.366) +2024-10-13 21:00:46,145 - Max [top1: 73.758 (epoch: 839)] [top1-ema: 75.384 (epoch: 840)] +2024-10-13 21:00:46,146 - ==> Total time: 1 day, 23:13:37 Eta: 8:51:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 21:00:49,687 - Train: 84.20% [1053350/1251000] [842.0/1000.0] [batch_t 0.148 (0.222)] [data_t 0.004] [optim_t 0.144] [lr 0.000209] [CE 4.857 (4.463)] [KD 3.908 (3.652)] +2024-10-13 21:00:57,152 - Train: 84.20% [1053400/1251000] [842.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000209] [CE 4.084 (4.364)] [KD 3.405 (3.598)] +2024-10-13 21:01:04,710 - Train: 84.21% [1053450/1251000] [842.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000209] [CE 4.051 (4.296)] [KD 3.504 (3.533)] +2024-10-13 21:01:12,259 - Train: 84.21% [1053500/1251000] [842.1/1000.0] [batch_t 0.143 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.000209] [CE 4.709 (4.318)] [KD 3.820 (3.538)] +2024-10-13 21:01:19,823 - Train: 84.22% [1053550/1251000] [842.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000209] [CE 4.275 (4.298)] [KD 3.539 (3.539)] +2024-10-13 21:01:27,548 - Train: 84.22% [1053600/1251000] [842.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000209] [CE 4.341 (4.313)] [KD 3.370 (3.556)] +2024-10-13 21:01:35,098 - Train: 84.22% [1053650/1251000] [842.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000209] [CE 4.105 (4.372)] [KD 3.412 (3.563)] +2024-10-13 21:01:42,810 - Train: 84.23% [1053700/1251000] [842.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000209] [CE 4.065 (4.347)] [KD 3.356 (3.532)] +2024-10-13 21:01:50,465 - Train: 84.23% [1053750/1251000] [842.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000208] [CE 4.139 (4.325)] [KD 3.172 (3.542)] +2024-10-13 21:01:57,875 - Train: 84.24% [1053800/1251000] [842.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000208] [CE 4.263 (4.320)] [KD 3.323 (3.562)] +2024-10-13 21:02:05,438 - Train: 84.24% [1053850/1251000] [842.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000208] [CE 4.077 (4.287)] [KD 3.190 (3.508)] +2024-10-13 21:02:12,797 - Train: 84.24% [1053900/1251000] [842.4/1000.0] [batch_t 0.145 (0.147)] [data_t 0.004] [optim_t 0.141] [lr 0.000208] [CE 3.919 (4.290)] [KD 3.458 (3.519)] +2024-10-13 21:02:20,187 - Train: 84.25% [1053950/1251000] [842.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.000208] [CE 4.672 (4.346)] [KD 3.846 (3.576)] +2024-10-13 21:02:27,722 - Train: 84.25% [1054000/1251000] [842.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000208] [CE 4.856 (4.358)] [KD 3.741 (3.544)] +2024-10-13 21:02:35,628 - Train: 84.26% [1054050/1251000] [842.6/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.000208] [CE 4.659 (4.360)] [KD 3.756 (3.596)] +2024-10-13 21:02:43,316 - Train: 84.26% [1054100/1251000] [842.6/1000.0] [batch_t 0.144 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.000208] [CE 4.122 (4.233)] [KD 3.606 (3.515)] +2024-10-13 21:02:50,844 - Train: 84.26% [1054150/1251000] [842.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000208] [CE 3.943 (4.277)] [KD 3.349 (3.492)] +2024-10-13 21:02:58,250 - Train: 84.27% [1054200/1251000] [842.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.000208] [CE 4.215 (4.261)] [KD 3.611 (3.516)] +2024-10-13 21:03:05,769 - Train: 84.27% [1054250/1251000] [842.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000208] [CE 4.191 (4.317)] [KD 3.637 (3.557)] +2024-10-13 21:03:13,304 - Train: 84.28% [1054300/1251000] [842.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000208] [CE 4.470 (4.317)] [KD 3.642 (3.534)] +2024-10-13 21:03:20,757 - Train: 84.28% [1054350/1251000] [842.8/1000.0] [batch_t 0.159 (0.149)] [data_t 0.005] [optim_t 0.154] [lr 0.000207] [CE 4.149 (4.261)] [KD 3.412 (3.529)] +2024-10-13 21:03:28,215 - Train: 84.28% [1054400/1251000] [842.8/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.000207] [CE 3.730 (4.218)] [KD 3.160 (3.461)] +2024-10-13 21:03:35,914 - Train: 84.29% [1054450/1251000] [842.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000207] [CE 4.306 (4.287)] [KD 3.576 (3.531)] +2024-10-13 21:03:43,686 - Train: 84.29% [1054500/1251000] [842.9/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.000207] [CE 4.031 (4.313)] [KD 3.179 (3.525)] +2024-10-13 21:03:51,468 - Train: 84.30% [1054550/1251000] [843.0/1000.0] [batch_t 0.145 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.000207] [CE 4.094 (4.358)] [KD 3.361 (3.561)] +2024-10-13 21:04:03,726 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 36686] [top5_cnt 45766] [top_all 50000] +2024-10-13 21:04:03,726 - net: 73.372 (91.532) +2024-10-13 21:04:09,529 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 37722] [top5_cnt 46198] [top_all 50000] +2024-10-13 21:04:09,529 - net_E: 75.444 (92.396) +2024-10-13 21:04:09,685 - Max [top1: 73.758 (epoch: 839)] [top1-ema: 75.444 (epoch: 843)] +2024-10-13 21:04:09,685 - ==> Total time: 1 day, 23:17:00 Eta: 8:48:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 21:04:13,993 - Train: 84.30% [1054600/1251000] [843.0/1000.0] [batch_t 0.149 (0.208)] [data_t 0.004] [optim_t 0.145] [lr 0.000207] [CE 4.397 (4.149)] [KD 3.368 (3.370)] +2024-10-13 21:04:21,477 - Train: 84.30% [1054650/1251000] [843.0/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000207] [CE 4.635 (4.294)] [KD 3.631 (3.480)] +2024-10-13 21:04:28,980 - Train: 84.31% [1054700/1251000] [843.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000207] [CE 4.746 (4.329)] [KD 4.013 (3.538)] +2024-10-13 21:04:36,427 - Train: 84.31% [1054750/1251000] [843.1/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.000207] [CE 4.030 (4.309)] [KD 3.290 (3.511)] +2024-10-13 21:04:44,127 - Train: 84.32% [1054800/1251000] [843.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000207] [CE 3.950 (4.359)] [KD 3.312 (3.554)] +2024-10-13 21:04:51,801 - Train: 84.32% [1054850/1251000] [843.2/1000.0] [batch_t 0.143 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.000207] [CE 4.666 (4.325)] [KD 3.862 (3.545)] +2024-10-13 21:04:59,381 - Train: 84.32% [1054900/1251000] [843.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000206] [CE 4.330 (4.316)] [KD 3.359 (3.567)] +2024-10-13 21:05:07,147 - Train: 84.33% [1054950/1251000] [843.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000206] [CE 4.290 (4.316)] [KD 3.433 (3.538)] +2024-10-13 21:05:14,707 - Train: 84.33% [1055000/1251000] [843.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000206] [CE 4.557 (4.392)] [KD 3.611 (3.577)] +2024-10-13 21:05:22,104 - Train: 84.34% [1055050/1251000] [843.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000206] [CE 4.586 (4.338)] [KD 3.754 (3.565)] +2024-10-13 21:05:29,728 - Train: 84.34% [1055100/1251000] [843.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000206] [CE 4.750 (4.333)] [KD 3.541 (3.561)] +2024-10-13 21:05:37,194 - Train: 84.34% [1055150/1251000] [843.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000206] [CE 4.537 (4.246)] [KD 3.648 (3.480)] +2024-10-13 21:05:44,714 - Train: 84.35% [1055200/1251000] [843.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000206] [CE 3.987 (4.377)] [KD 3.254 (3.572)] +2024-10-13 21:05:52,343 - Train: 84.35% [1055250/1251000] [843.5/1000.0] [batch_t 0.260 (0.152)] [data_t 0.003] [optim_t 0.257] [lr 0.000206] [CE 4.160 (4.321)] [KD 3.447 (3.551)] +2024-10-13 21:05:59,889 - Train: 84.36% [1055300/1251000] [843.6/1000.0] [batch_t 0.158 (0.151)] [data_t 0.004] [optim_t 0.155] [lr 0.000206] [CE 4.023 (4.314)] [KD 3.369 (3.520)] +2024-10-13 21:06:07,442 - Train: 84.36% [1055350/1251000] [843.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000206] [CE 4.761 (4.330)] [KD 3.664 (3.553)] +2024-10-13 21:06:15,104 - Train: 84.36% [1055400/1251000] [843.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000206] [CE 4.768 (4.361)] [KD 3.697 (3.564)] +2024-10-13 21:06:22,694 - Train: 84.37% [1055450/1251000] [843.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.000205] [CE 4.548 (4.371)] [KD 3.619 (3.550)] +2024-10-13 21:06:30,176 - Train: 84.37% [1055500/1251000] [843.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000205] [CE 4.335 (4.312)] [KD 3.685 (3.563)] +2024-10-13 21:06:37,731 - Train: 84.38% [1055550/1251000] [843.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000205] [CE 3.836 (4.357)] [KD 3.133 (3.574)] +2024-10-13 21:06:45,275 - Train: 84.38% [1055600/1251000] [843.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000205] [CE 4.059 (4.276)] [KD 3.320 (3.529)] +2024-10-13 21:06:52,764 - Train: 84.38% [1055650/1251000] [843.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000205] [CE 4.577 (4.333)] [KD 3.759 (3.549)] +2024-10-13 21:07:00,404 - Train: 84.39% [1055700/1251000] [843.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000205] [CE 4.765 (4.268)] [KD 3.967 (3.500)] +2024-10-13 21:07:07,806 - Train: 84.39% [1055750/1251000] [843.9/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.149] [lr 0.000205] [CE 3.832 (4.275)] [KD 3.306 (3.509)] +2024-10-13 21:07:15,447 - Train: 84.40% [1055800/1251000] [844.0/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.000205] [CE 3.765 (4.339)] [KD 3.335 (3.569)] +2024-10-13 21:07:27,750 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.103)] [top1_cnt 36861] [top5_cnt 45859] [top_all 50000] +2024-10-13 21:07:27,751 - net: 73.722 (91.718) +2024-10-13 21:07:33,552 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 37678] [top5_cnt 46189] [top_all 50000] +2024-10-13 21:07:33,552 - net_E: 75.356 (92.378) +2024-10-13 21:07:33,693 - Max [top1: 73.758 (epoch: 839)] [top1-ema: 75.444 (epoch: 843)] +2024-10-13 21:07:33,693 - ==> Total time: 1 day, 23:20:24 Eta: 8:45:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 21:07:36,835 - Train: 84.40% [1055850/1251000] [844.0/1000.0] [batch_t 0.145 (0.224)] [data_t 0.006] [optim_t 0.140] [lr 0.000205] [CE 4.527 (4.379)] [KD 3.447 (3.619)] +2024-10-13 21:07:44,463 - Train: 84.40% [1055900/1251000] [844.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000205] [CE 4.335 (4.378)] [KD 3.541 (3.563)] +2024-10-13 21:07:52,090 - Train: 84.41% [1055950/1251000] [844.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000205] [CE 4.623 (4.307)] [KD 3.764 (3.546)] +2024-10-13 21:07:59,596 - Train: 84.41% [1056000/1251000] [844.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000205] [CE 4.671 (4.298)] [KD 3.806 (3.572)] +2024-10-13 21:08:07,122 - Train: 84.42% [1056050/1251000] [844.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.000204] [CE 4.259 (4.323)] [KD 3.435 (3.489)] +2024-10-13 21:08:14,538 - Train: 84.42% [1056100/1251000] [844.2/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000204] [CE 4.192 (4.356)] [KD 3.468 (3.545)] +2024-10-13 21:08:22,197 - Train: 84.42% [1056150/1251000] [844.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000204] [CE 4.075 (4.259)] [KD 3.346 (3.486)] +2024-10-13 21:08:29,842 - Train: 84.43% [1056200/1251000] [844.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000204] [CE 4.290 (4.354)] [KD 3.407 (3.553)] +2024-10-13 21:08:37,546 - Train: 84.43% [1056250/1251000] [844.3/1000.0] [batch_t 0.304 (0.154)] [data_t 0.004] [optim_t 0.300] [lr 0.000204] [CE 3.810 (4.315)] [KD 3.273 (3.509)] +2024-10-13 21:08:45,094 - Train: 84.44% [1056300/1251000] [844.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000204] [CE 4.400 (4.351)] [KD 3.657 (3.543)] +2024-10-13 21:08:52,580 - Train: 84.44% [1056350/1251000] [844.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000204] [CE 4.258 (4.381)] [KD 3.416 (3.606)] +2024-10-13 21:09:00,082 - Train: 84.44% [1056400/1251000] [844.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000204] [CE 4.523 (4.342)] [KD 3.667 (3.552)] +2024-10-13 21:09:07,797 - Train: 84.45% [1056450/1251000] [844.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000204] [CE 4.342 (4.312)] [KD 3.537 (3.494)] +2024-10-13 21:09:15,451 - Train: 84.45% [1056500/1251000] [844.5/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000204] [CE 3.814 (4.311)] [KD 3.333 (3.524)] +2024-10-13 21:09:22,850 - Train: 84.46% [1056550/1251000] [844.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000204] [CE 4.607 (4.315)] [KD 3.580 (3.536)] +2024-10-13 21:09:30,459 - Train: 84.46% [1056600/1251000] [844.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000203] [CE 4.695 (4.321)] [KD 3.839 (3.548)] +2024-10-13 21:09:37,977 - Train: 84.46% [1056650/1251000] [844.6/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000203] [CE 4.387 (4.305)] [KD 3.797 (3.539)] +2024-10-13 21:09:45,523 - Train: 84.47% [1056700/1251000] [844.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000203] [CE 3.893 (4.296)] [KD 3.228 (3.508)] +2024-10-13 21:09:53,310 - Train: 84.47% [1056750/1251000] [844.7/1000.0] [batch_t 0.159 (0.156)] [data_t 0.004] [optim_t 0.155] [lr 0.000203] [CE 4.475 (4.250)] [KD 3.620 (3.498)] +2024-10-13 21:10:00,937 - Train: 84.48% [1056800/1251000] [844.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000203] [CE 3.817 (4.272)] [KD 3.385 (3.497)] +2024-10-13 21:10:08,503 - Train: 84.48% [1056850/1251000] [844.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.000203] [CE 4.291 (4.346)] [KD 3.325 (3.532)] +2024-10-13 21:10:15,992 - Train: 84.48% [1056900/1251000] [844.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000203] [CE 4.315 (4.282)] [KD 3.404 (3.532)] +2024-10-13 21:10:23,419 - Train: 84.49% [1056950/1251000] [844.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.000203] [CE 4.052 (4.337)] [KD 3.489 (3.555)] +2024-10-13 21:10:31,059 - Train: 84.49% [1057000/1251000] [844.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000203] [CE 4.283 (4.321)] [KD 3.529 (3.568)] +2024-10-13 21:10:38,665 - Train: 84.50% [1057050/1251000] [845.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000203] [CE 4.268 (4.347)] [KD 3.570 (3.569)] +2024-10-13 21:10:51,009 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 36818] [top5_cnt 45781] [top_all 50000] +2024-10-13 21:10:51,010 - net: 73.636 (91.562) +2024-10-13 21:10:56,878 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.105)] [top1_cnt 37699] [top5_cnt 46199] [top_all 50000] +2024-10-13 21:10:56,878 - net_E: 75.398 (92.398) +2024-10-13 21:10:57,072 - Max [top1: 73.758 (epoch: 839)] [top1-ema: 75.444 (epoch: 843)] +2024-10-13 21:10:57,073 - ==> Total time: 1 day, 23:23:48 Eta: 8:41:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 21:10:59,792 - Train: 84.50% [1057100/1251000] [845.0/1000.0] [batch_t 0.152 (0.264)] [data_t 0.003] [optim_t 0.149] [lr 0.000203] [CE 4.416 (4.374)] [KD 3.781 (3.523)] +2024-10-13 21:11:07,389 - Train: 84.50% [1057150/1251000] [845.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000203] [CE 4.346 (4.389)] [KD 3.692 (3.589)] +2024-10-13 21:11:15,300 - Train: 84.51% [1057200/1251000] [845.1/1000.0] [batch_t 0.152 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.000202] [CE 3.974 (4.341)] [KD 3.319 (3.557)] +2024-10-13 21:11:22,849 - Train: 84.51% [1057250/1251000] [845.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000202] [CE 4.421 (4.324)] [KD 3.558 (3.535)] +2024-10-13 21:11:30,321 - Train: 84.52% [1057300/1251000] [845.2/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.150] [lr 0.000202] [CE 4.369 (4.386)] [KD 3.642 (3.562)] +2024-10-13 21:11:38,147 - Train: 84.52% [1057350/1251000] [845.2/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000202] [CE 4.519 (4.256)] [KD 3.610 (3.481)] +2024-10-13 21:11:45,832 - Train: 84.52% [1057400/1251000] [845.2/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000202] [CE 4.161 (4.363)] [KD 3.461 (3.601)] +2024-10-13 21:11:53,401 - Train: 84.53% [1057450/1251000] [845.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000202] [CE 4.447 (4.318)] [KD 3.738 (3.522)] +2024-10-13 21:12:01,134 - Train: 84.53% [1057500/1251000] [845.3/1000.0] [batch_t 0.155 (0.155)] [data_t 0.005] [optim_t 0.150] [lr 0.000202] [CE 4.429 (4.314)] [KD 3.388 (3.511)] +2024-10-13 21:12:08,854 - Train: 84.54% [1057550/1251000] [845.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.006] [optim_t 0.146] [lr 0.000202] [CE 4.418 (4.333)] [KD 3.635 (3.547)] +2024-10-13 21:12:16,537 - Train: 84.54% [1057600/1251000] [845.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000202] [CE 3.995 (4.342)] [KD 3.374 (3.547)] +2024-10-13 21:12:24,151 - Train: 84.54% [1057650/1251000] [845.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000202] [CE 4.226 (4.337)] [KD 3.391 (3.547)] +2024-10-13 21:12:31,635 - Train: 84.55% [1057700/1251000] [845.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000202] [CE 4.822 (4.264)] [KD 4.171 (3.529)] +2024-10-13 21:12:39,350 - Train: 84.55% [1057750/1251000] [845.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.009] [optim_t 0.142] [lr 0.000201] [CE 4.103 (4.300)] [KD 3.480 (3.498)] +2024-10-13 21:12:46,784 - Train: 84.56% [1057800/1251000] [845.6/1000.0] [batch_t 0.155 (0.149)] [data_t 0.006] [optim_t 0.149] [lr 0.000201] [CE 4.443 (4.454)] [KD 3.597 (3.630)] +2024-10-13 21:12:54,670 - Train: 84.56% [1057850/1251000] [845.6/1000.0] [batch_t 0.146 (0.158)] [data_t 0.006] [optim_t 0.140] [lr 0.000201] [CE 4.461 (4.279)] [KD 3.329 (3.528)] +2024-10-13 21:13:02,311 - Train: 84.56% [1057900/1251000] [845.6/1000.0] [batch_t 0.165 (0.153)] [data_t 0.004] [optim_t 0.161] [lr 0.000201] [CE 4.672 (4.262)] [KD 3.679 (3.502)] +2024-10-13 21:13:09,906 - Train: 84.57% [1057950/1251000] [845.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000201] [CE 3.590 (4.309)] [KD 3.208 (3.533)] +2024-10-13 21:13:17,379 - Train: 84.57% [1058000/1251000] [845.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000201] [CE 4.269 (4.325)] [KD 3.272 (3.517)] +2024-10-13 21:13:25,001 - Train: 84.58% [1058050/1251000] [845.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000201] [CE 4.220 (4.230)] [KD 3.407 (3.475)] +2024-10-13 21:13:32,478 - Train: 84.58% [1058100/1251000] [845.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000201] [CE 4.371 (4.374)] [KD 3.620 (3.547)] +2024-10-13 21:13:40,175 - Train: 84.58% [1058150/1251000] [845.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000201] [CE 4.393 (4.348)] [KD 3.839 (3.546)] +2024-10-13 21:13:47,746 - Train: 84.59% [1058200/1251000] [845.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000201] [CE 4.491 (4.408)] [KD 3.833 (3.590)] +2024-10-13 21:13:55,404 - Train: 84.59% [1058250/1251000] [845.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.000201] [CE 3.673 (4.315)] [KD 3.210 (3.508)] +2024-10-13 21:14:02,976 - Train: 84.60% [1058300/1251000] [846.0/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000201] [CE 4.282 (4.307)] [KD 3.685 (3.545)] +2024-10-13 21:14:15,657 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 37004] [top5_cnt 45901] [top_all 50000] +2024-10-13 21:14:15,658 - net: 74.008 (91.802) +2024-10-13 21:14:21,582 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 37717] [top5_cnt 46230] [top_all 50000] +2024-10-13 21:14:21,582 - net_E: 75.434 (92.460) +2024-10-13 21:14:21,710 - Max [top1: 74.008 (epoch: 846)] [top1-ema: 75.444 (epoch: 843)] +2024-10-13 21:14:21,710 - ==> Total time: 1 day, 23:27:12 Eta: 8:38:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 21:14:25,131 - Train: 84.60% [1058350/1251000] [846.0/1000.0] [batch_t 0.148 (0.249)] [data_t 0.006] [optim_t 0.142] [lr 0.000200] [CE 4.364 (4.251)] [KD 3.505 (3.568)] +2024-10-13 21:14:32,552 - Train: 84.60% [1058400/1251000] [846.0/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000200] [CE 4.503 (4.343)] [KD 3.838 (3.554)] +2024-10-13 21:14:40,332 - Train: 84.61% [1058450/1251000] [846.1/1000.0] [batch_t 0.155 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000200] [CE 4.660 (4.318)] [KD 3.705 (3.520)] +2024-10-13 21:14:47,835 - Train: 84.61% [1058500/1251000] [846.1/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.000200] [CE 3.959 (4.366)] [KD 3.210 (3.527)] +2024-10-13 21:14:55,456 - Train: 84.62% [1058550/1251000] [846.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000200] [CE 4.051 (4.377)] [KD 3.414 (3.561)] +2024-10-13 21:15:03,032 - Train: 84.62% [1058600/1251000] [846.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000200] [CE 4.724 (4.332)] [KD 3.669 (3.516)] +2024-10-13 21:15:10,629 - Train: 84.62% [1058650/1251000] [846.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000200] [CE 4.497 (4.299)] [KD 3.612 (3.530)] +2024-10-13 21:15:18,482 - Train: 84.63% [1058700/1251000] [846.3/1000.0] [batch_t 0.152 (0.157)] [data_t 0.006] [optim_t 0.145] [lr 0.000200] [CE 4.413 (4.343)] [KD 3.468 (3.539)] +2024-10-13 21:15:25,909 - Train: 84.63% [1058750/1251000] [846.3/1000.0] [batch_t 0.150 (0.148)] [data_t 0.007] [optim_t 0.144] [lr 0.000200] [CE 4.393 (4.296)] [KD 3.422 (3.495)] +2024-10-13 21:15:33,344 - Train: 84.64% [1058800/1251000] [846.4/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.000200] [CE 3.773 (4.309)] [KD 3.097 (3.499)] +2024-10-13 21:15:41,110 - Train: 84.64% [1058850/1251000] [846.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000200] [CE 3.731 (4.327)] [KD 3.219 (3.546)] +2024-10-13 21:15:48,510 - Train: 84.64% [1058900/1251000] [846.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000199] [CE 4.179 (4.317)] [KD 3.703 (3.538)] +2024-10-13 21:15:56,015 - Train: 84.65% [1058950/1251000] [846.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000199] [CE 4.404 (4.266)] [KD 3.591 (3.481)] +2024-10-13 21:16:03,615 - Train: 84.65% [1059000/1251000] [846.5/1000.0] [batch_t 0.143 (0.152)] [data_t 0.003] [optim_t 0.140] [lr 0.000199] [CE 4.161 (4.368)] [KD 3.247 (3.526)] +2024-10-13 21:16:11,084 - Train: 84.66% [1059050/1251000] [846.6/1000.0] [batch_t 0.157 (0.149)] [data_t 0.005] [optim_t 0.152] [lr 0.000199] [CE 4.061 (4.206)] [KD 3.436 (3.455)] +2024-10-13 21:16:18,777 - Train: 84.66% [1059100/1251000] [846.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.007] [optim_t 0.142] [lr 0.000199] [CE 4.608 (4.320)] [KD 3.756 (3.511)] +2024-10-13 21:16:26,310 - Train: 84.66% [1059150/1251000] [846.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000199] [CE 4.874 (4.329)] [KD 3.730 (3.537)] +2024-10-13 21:16:33,763 - Train: 84.67% [1059200/1251000] [846.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.140] [lr 0.000199] [CE 4.485 (4.314)] [KD 3.676 (3.534)] +2024-10-13 21:16:41,469 - Train: 84.67% [1059250/1251000] [846.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000199] [CE 4.074 (4.297)] [KD 3.583 (3.507)] +2024-10-13 21:16:49,164 - Train: 84.68% [1059300/1251000] [846.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.000199] [CE 4.252 (4.357)] [KD 3.547 (3.577)] +2024-10-13 21:16:56,626 - Train: 84.68% [1059350/1251000] [846.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.000199] [CE 4.020 (4.399)] [KD 3.564 (3.591)] +2024-10-13 21:17:04,133 - Train: 84.68% [1059400/1251000] [846.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000199] [CE 3.807 (4.305)] [KD 3.249 (3.521)] +2024-10-13 21:17:11,887 - Train: 84.69% [1059450/1251000] [846.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.146] [lr 0.000199] [CE 4.514 (4.336)] [KD 3.426 (3.579)] +2024-10-13 21:17:19,529 - Train: 84.69% [1059500/1251000] [846.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000198] [CE 4.374 (4.390)] [KD 3.541 (3.592)] +2024-10-13 21:17:27,285 - Train: 84.70% [1059550/1251000] [847.0/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.142] [lr 0.000198] [CE 4.008 (4.296)] [KD 3.383 (3.530)] +2024-10-13 21:17:40,005 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36485] [top5_cnt 45548] [top_all 50000] +2024-10-13 21:17:40,006 - net: 72.970 (91.096) +2024-10-13 21:17:45,767 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 37770] [top5_cnt 46222] [top_all 50000] +2024-10-13 21:17:45,768 - net_E: 75.540 (92.444) +2024-10-13 21:17:45,983 - Max [top1: 74.008 (epoch: 846)] [top1-ema: 75.540 (epoch: 847)] +2024-10-13 21:17:45,984 - ==> Total time: 1 day, 23:30:37 Eta: 8:34:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 21:17:49,446 - Train: 84.70% [1059600/1251000] [847.0/1000.0] [batch_t 0.143 (0.303)] [data_t 0.005] [optim_t 0.138] [lr 0.000198] [CE 3.818 (3.847)] [KD 3.198 (3.232)] +2024-10-13 21:17:56,847 - Train: 84.70% [1059650/1251000] [847.0/1000.0] [batch_t 0.162 (0.148)] [data_t 0.003] [optim_t 0.158] [lr 0.000198] [CE 4.279 (4.312)] [KD 3.365 (3.499)] +2024-10-13 21:18:04,679 - Train: 84.71% [1059700/1251000] [847.1/1000.0] [batch_t 0.146 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.000198] [CE 4.547 (4.347)] [KD 3.758 (3.514)] +2024-10-13 21:18:12,099 - Train: 84.71% [1059750/1251000] [847.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000198] [CE 4.335 (4.414)] [KD 3.518 (3.536)] +2024-10-13 21:18:19,909 - Train: 84.72% [1059800/1251000] [847.2/1000.0] [batch_t 0.157 (0.156)] [data_t 0.006] [optim_t 0.151] [lr 0.000198] [CE 4.219 (4.269)] [KD 3.533 (3.456)] +2024-10-13 21:18:27,324 - Train: 84.72% [1059850/1251000] [847.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000198] [CE 4.516 (4.363)] [KD 3.757 (3.557)] +2024-10-13 21:18:34,907 - Train: 84.72% [1059900/1251000] [847.2/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000198] [CE 4.593 (4.280)] [KD 3.665 (3.463)] +2024-10-13 21:18:42,569 - Train: 84.73% [1059950/1251000] [847.3/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000198] [CE 4.216 (4.318)] [KD 3.399 (3.520)] +2024-10-13 21:18:50,111 - Train: 84.73% [1060000/1251000] [847.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000198] [CE 4.127 (4.377)] [KD 3.256 (3.550)] +2024-10-13 21:18:57,772 - Train: 84.74% [1060050/1251000] [847.4/1000.0] [batch_t 0.253 (0.153)] [data_t 0.003] [optim_t 0.250] [lr 0.000197] [CE 4.251 (4.307)] [KD 3.432 (3.514)] +2024-10-13 21:19:05,394 - Train: 84.74% [1060100/1251000] [847.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000197] [CE 4.367 (4.317)] [KD 3.519 (3.519)] +2024-10-13 21:19:12,913 - Train: 84.74% [1060150/1251000] [847.4/1000.0] [batch_t 0.152 (0.150)] [data_t 0.007] [optim_t 0.145] [lr 0.000197] [CE 4.062 (4.283)] [KD 3.325 (3.516)] +2024-10-13 21:19:20,462 - Train: 84.75% [1060200/1251000] [847.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000197] [CE 3.844 (4.313)] [KD 3.216 (3.527)] +2024-10-13 21:19:28,162 - Train: 84.75% [1060250/1251000] [847.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000197] [CE 4.630 (4.320)] [KD 3.689 (3.524)] +2024-10-13 21:19:35,579 - Train: 84.76% [1060300/1251000] [847.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000197] [CE 4.360 (4.313)] [KD 3.592 (3.525)] +2024-10-13 21:19:43,267 - Train: 84.76% [1060350/1251000] [847.6/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000197] [CE 4.681 (4.300)] [KD 3.760 (3.538)] +2024-10-13 21:19:50,817 - Train: 84.76% [1060400/1251000] [847.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000197] [CE 4.015 (4.322)] [KD 3.314 (3.499)] +2024-10-13 21:19:58,333 - Train: 84.77% [1060450/1251000] [847.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.000197] [CE 4.599 (4.421)] [KD 3.725 (3.586)] +2024-10-13 21:20:05,755 - Train: 84.77% [1060500/1251000] [847.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000197] [CE 4.163 (4.319)] [KD 3.288 (3.491)] +2024-10-13 21:20:13,630 - Train: 84.78% [1060550/1251000] [847.8/1000.0] [batch_t 0.145 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.000197] [CE 4.462 (4.416)] [KD 3.639 (3.595)] +2024-10-13 21:20:21,062 - Train: 84.78% [1060600/1251000] [847.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000197] [CE 4.379 (4.261)] [KD 3.567 (3.492)] +2024-10-13 21:20:28,654 - Train: 84.78% [1060650/1251000] [847.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000196] [CE 4.583 (4.372)] [KD 3.560 (3.525)] +2024-10-13 21:20:36,049 - Train: 84.79% [1060700/1251000] [847.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000196] [CE 4.274 (4.360)] [KD 3.503 (3.552)] +2024-10-13 21:20:43,529 - Train: 84.79% [1060750/1251000] [847.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000196] [CE 4.378 (4.371)] [KD 3.567 (3.541)] +2024-10-13 21:20:51,421 - Train: 84.80% [1060800/1251000] [848.0/1000.0] [batch_t 0.147 (0.158)] [data_t 0.006] [optim_t 0.141] [lr 0.000196] [CE 4.872 (4.315)] [KD 3.970 (3.528)] +2024-10-13 21:21:04,068 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 36863] [top5_cnt 45810] [top_all 50000] +2024-10-13 21:21:04,068 - net: 73.726 (91.620) +2024-10-13 21:21:09,904 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37769] [top5_cnt 46227] [top_all 50000] +2024-10-13 21:21:09,904 - net_E: 75.538 (92.454) +2024-10-13 21:21:10,024 - Max [top1: 74.008 (epoch: 846)] [top1-ema: 75.540 (epoch: 847)] +2024-10-13 21:21:10,025 - ==> Total time: 1 day, 23:34:01 Eta: 8:31:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 21:21:12,423 - Train: 84.80% [1060850/1251000] [848.0/1000.0] [batch_t 0.319 (0.479)] [data_t 0.005] [optim_t 0.314] [lr 0.000196] [CE 3.850 (4.301)] [KD 3.350 (3.517)] +2024-10-13 21:21:19,925 - Train: 84.80% [1060900/1251000] [848.0/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000196] [CE 4.500 (4.325)] [KD 3.687 (3.525)] +2024-10-13 21:21:27,469 - Train: 84.81% [1060950/1251000] [848.1/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.000196] [CE 4.039 (4.316)] [KD 3.402 (3.504)] +2024-10-13 21:21:35,011 - Train: 84.81% [1061000/1251000] [848.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.002] [optim_t 0.146] [lr 0.000196] [CE 3.900 (4.230)] [KD 3.391 (3.432)] +2024-10-13 21:21:42,398 - Train: 84.82% [1061050/1251000] [848.2/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.139] [lr 0.000196] [CE 4.039 (4.337)] [KD 3.321 (3.505)] +2024-10-13 21:21:49,938 - Train: 84.82% [1061100/1251000] [848.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000196] [CE 4.483 (4.324)] [KD 3.640 (3.514)] +2024-10-13 21:21:57,598 - Train: 84.82% [1061150/1251000] [848.2/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.140] [lr 0.000196] [CE 4.148 (4.322)] [KD 3.431 (3.501)] +2024-10-13 21:22:05,144 - Train: 84.83% [1061200/1251000] [848.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000196] [CE 4.628 (4.324)] [KD 3.791 (3.509)] +2024-10-13 21:22:12,533 - Train: 84.83% [1061250/1251000] [848.3/1000.0] [batch_t 0.154 (0.148)] [data_t 0.006] [optim_t 0.147] [lr 0.000195] [CE 4.407 (4.359)] [KD 3.563 (3.548)] +2024-10-13 21:22:20,228 - Train: 84.84% [1061300/1251000] [848.4/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.000195] [CE 4.460 (4.323)] [KD 3.658 (3.515)] +2024-10-13 21:22:27,997 - Train: 84.84% [1061350/1251000] [848.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000195] [CE 4.293 (4.313)] [KD 3.408 (3.519)] +2024-10-13 21:22:35,579 - Train: 84.84% [1061400/1251000] [848.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000195] [CE 4.771 (4.325)] [KD 3.895 (3.509)] +2024-10-13 21:22:43,109 - Train: 84.85% [1061450/1251000] [848.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000195] [CE 3.824 (4.308)] [KD 3.108 (3.479)] +2024-10-13 21:22:50,654 - Train: 84.85% [1061500/1251000] [848.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000195] [CE 4.543 (4.335)] [KD 3.620 (3.480)] +2024-10-13 21:22:58,031 - Train: 84.86% [1061550/1251000] [848.6/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.000195] [CE 4.074 (4.396)] [KD 3.398 (3.557)] +2024-10-13 21:23:05,662 - Train: 84.86% [1061600/1251000] [848.6/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000195] [CE 4.406 (4.358)] [KD 3.557 (3.516)] +2024-10-13 21:23:13,064 - Train: 84.86% [1061650/1251000] [848.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000195] [CE 4.406 (4.270)] [KD 3.407 (3.480)] +2024-10-13 21:23:20,592 - Train: 84.87% [1061700/1251000] [848.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.000195] [CE 4.076 (4.353)] [KD 3.391 (3.505)] +2024-10-13 21:23:28,182 - Train: 84.87% [1061750/1251000] [848.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000195] [CE 4.535 (4.349)] [KD 3.484 (3.539)] +2024-10-13 21:23:35,885 - Train: 84.88% [1061800/1251000] [848.8/1000.0] [batch_t 0.144 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.000194] [CE 4.338 (4.328)] [KD 3.556 (3.539)] +2024-10-13 21:23:43,475 - Train: 84.88% [1061850/1251000] [848.8/1000.0] [batch_t 0.277 (0.152)] [data_t 0.004] [optim_t 0.273] [lr 0.000194] [CE 3.848 (4.310)] [KD 3.347 (3.527)] +2024-10-13 21:23:50,948 - Train: 84.88% [1061900/1251000] [848.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000194] [CE 4.616 (4.274)] [KD 3.492 (3.548)] +2024-10-13 21:23:58,380 - Train: 84.89% [1061950/1251000] [848.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000194] [CE 4.619 (4.331)] [KD 3.524 (3.541)] +2024-10-13 21:24:06,179 - Train: 84.89% [1062000/1251000] [848.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000194] [CE 4.252 (4.358)] [KD 3.515 (3.565)] +2024-10-13 21:24:13,706 - Train: 84.90% [1062050/1251000] [849.0/1000.0] [batch_t 0.156 (0.150)] [data_t 0.009] [optim_t 0.148] [lr 0.000194] [CE 4.147 (4.335)] [KD 3.472 (3.520)] +2024-10-13 21:24:26,665 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 36966] [top5_cnt 45866] [top_all 50000] +2024-10-13 21:24:26,666 - net: 73.932 (91.732) +2024-10-13 21:24:32,547 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 37782] [top5_cnt 46228] [top_all 50000] +2024-10-13 21:24:32,548 - net_E: 75.564 (92.456) +2024-10-13 21:24:32,667 - Max [top1: 74.008 (epoch: 846)] [top1-ema: 75.564 (epoch: 849)] +2024-10-13 21:24:32,667 - ==> Total time: 1 day, 23:37:23 Eta: 8:28:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 21:24:35,993 - Train: 84.90% [1062100/1251000] [849.0/1000.0] [batch_t 0.621 (0.621)] [data_t 0.460] [optim_t 0.161] [lr 0.000194] [CE 4.298 (4.298)] [KD 3.439 (3.439)] +2024-10-13 21:24:43,746 - Train: 84.90% [1062150/1251000] [849.0/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.000194] [CE 4.937 (4.317)] [KD 3.609 (3.502)] +2024-10-13 21:24:51,649 - Train: 84.91% [1062200/1251000] [849.1/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.000194] [CE 4.473 (4.323)] [KD 3.550 (3.517)] +2024-10-13 21:24:59,123 - Train: 84.91% [1062250/1251000] [849.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000194] [CE 4.183 (4.398)] [KD 3.413 (3.576)] +2024-10-13 21:25:06,644 - Train: 84.92% [1062300/1251000] [849.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000194] [CE 4.563 (4.309)] [KD 3.575 (3.535)] +2024-10-13 21:25:14,360 - Train: 84.92% [1062350/1251000] [849.2/1000.0] [batch_t 0.266 (0.154)] [data_t 0.005] [optim_t 0.261] [lr 0.000194] [CE 4.150 (4.284)] [KD 3.426 (3.508)] +2024-10-13 21:25:21,953 - Train: 84.92% [1062400/1251000] [849.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000193] [CE 4.727 (4.355)] [KD 3.791 (3.517)] +2024-10-13 21:25:29,647 - Train: 84.93% [1062450/1251000] [849.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000193] [CE 4.049 (4.239)] [KD 3.269 (3.415)] +2024-10-13 21:25:37,392 - Train: 84.93% [1062500/1251000] [849.3/1000.0] [batch_t 0.153 (0.155)] [data_t 0.007] [optim_t 0.146] [lr 0.000193] [CE 4.295 (4.256)] [KD 3.571 (3.439)] +2024-10-13 21:25:44,900 - Train: 84.94% [1062550/1251000] [849.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000193] [CE 4.379 (4.354)] [KD 3.432 (3.514)] +2024-10-13 21:25:52,425 - Train: 84.94% [1062600/1251000] [849.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.000193] [CE 4.528 (4.265)] [KD 3.578 (3.510)] +2024-10-13 21:26:00,133 - Train: 84.94% [1062650/1251000] [849.4/1000.0] [batch_t 0.160 (0.154)] [data_t 0.004] [optim_t 0.155] [lr 0.000193] [CE 4.175 (4.308)] [KD 3.332 (3.518)] +2024-10-13 21:26:07,770 - Train: 84.95% [1062700/1251000] [849.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.006] [optim_t 0.146] [lr 0.000193] [CE 3.938 (4.325)] [KD 3.323 (3.527)] +2024-10-13 21:26:15,667 - Train: 84.95% [1062750/1251000] [849.5/1000.0] [batch_t 0.154 (0.158)] [data_t 0.005] [optim_t 0.149] [lr 0.000193] [CE 3.909 (4.288)] [KD 3.312 (3.509)] +2024-10-13 21:26:23,345 - Train: 84.96% [1062800/1251000] [849.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000193] [CE 4.359 (4.334)] [KD 3.640 (3.553)] +2024-10-13 21:26:30,724 - Train: 84.96% [1062850/1251000] [849.6/1000.0] [batch_t 0.144 (0.147)] [data_t 0.006] [optim_t 0.138] [lr 0.000193] [CE 4.979 (4.338)] [KD 3.765 (3.547)] +2024-10-13 21:26:38,318 - Train: 84.96% [1062900/1251000] [849.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.008] [optim_t 0.141] [lr 0.000193] [CE 4.733 (4.411)] [KD 3.706 (3.550)] +2024-10-13 21:26:45,744 - Train: 84.97% [1062950/1251000] [849.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000193] [CE 4.492 (4.329)] [KD 3.634 (3.474)] +2024-10-13 21:26:53,446 - Train: 84.97% [1063000/1251000] [849.7/1000.0] [batch_t 0.144 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.000192] [CE 4.256 (4.290)] [KD 3.485 (3.510)] +2024-10-13 21:27:01,191 - Train: 84.98% [1063050/1251000] [849.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.006] [optim_t 0.144] [lr 0.000192] [CE 3.791 (4.299)] [KD 3.147 (3.485)] +2024-10-13 21:27:08,764 - Train: 84.98% [1063100/1251000] [849.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.000192] [CE 3.956 (4.306)] [KD 3.195 (3.517)] +2024-10-13 21:27:16,191 - Train: 84.98% [1063150/1251000] [849.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.000192] [CE 4.348 (4.296)] [KD 3.473 (3.503)] +2024-10-13 21:27:23,873 - Train: 84.99% [1063200/1251000] [849.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000192] [CE 4.114 (4.350)] [KD 3.740 (3.532)] +2024-10-13 21:27:31,331 - Train: 84.99% [1063250/1251000] [849.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000192] [CE 4.330 (4.357)] [KD 3.836 (3.509)] +2024-10-13 21:27:39,133 - Train: 85.00% [1063300/1251000] [850.0/1000.0] [batch_t 0.151 (0.156)] [data_t 0.006] [optim_t 0.145] [lr 0.000192] [CE 4.075 (4.323)] [KD 3.439 (3.538)] +2024-10-13 21:27:46,696 - Train: 85.00% [1063350/1251000] [850.0/1000.0] [batch_t 0.142 (0.151)] [data_t 0.004] [optim_t 0.138] [lr 0.000192] [CE 3.788 (4.327)] [KD 3.061 (3.513)] +2024-10-13 21:27:52,392 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 36913] [top5_cnt 45814] [top_all 50000] +2024-10-13 21:27:52,392 - net: 73.826 (91.628) +2024-10-13 21:27:58,408 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37750] [top5_cnt 46233] [top_all 50000] +2024-10-13 21:27:58,409 - net_E: 75.500 (92.466) +2024-10-13 21:27:58,556 - Max [top1: 74.008 (epoch: 846)] [top1-ema: 75.564 (epoch: 849)] +2024-10-13 21:27:58,557 - ==> Total time: 1 day, 23:40:49 Eta: 8:24:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 21:28:07,981 - Train: 85.00% [1063400/1251000] [850.0/1000.0] [batch_t 0.163 (0.161)] [data_t 0.006] [optim_t 0.157] [lr 0.000192] [CE 4.293 (4.304)] [KD 3.588 (3.510)] +2024-10-13 21:28:15,586 - Train: 85.01% [1063450/1251000] [850.1/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.000192] [CE 4.678 (4.288)] [KD 3.663 (3.457)] +2024-10-13 21:28:23,173 - Train: 85.01% [1063500/1251000] [850.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000192] [CE 4.263 (4.322)] [KD 3.528 (3.507)] +2024-10-13 21:28:30,707 - Train: 85.02% [1063550/1251000] [850.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000192] [CE 4.448 (4.329)] [KD 3.612 (3.520)] +2024-10-13 21:28:38,412 - Train: 85.02% [1063600/1251000] [850.2/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000191] [CE 4.342 (4.244)] [KD 3.384 (3.443)] +2024-10-13 21:28:45,789 - Train: 85.02% [1063650/1251000] [850.2/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.000191] [CE 4.090 (4.350)] [KD 3.485 (3.509)] +2024-10-13 21:28:53,517 - Train: 85.03% [1063700/1251000] [850.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000191] [CE 4.261 (4.279)] [KD 3.567 (3.463)] +2024-10-13 21:29:01,233 - Train: 85.03% [1063750/1251000] [850.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000191] [CE 3.947 (4.316)] [KD 3.305 (3.478)] +2024-10-13 21:29:08,873 - Train: 85.04% [1063800/1251000] [850.4/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000191] [CE 4.066 (4.290)] [KD 3.413 (3.481)] +2024-10-13 21:29:16,437 - Train: 85.04% [1063850/1251000] [850.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000191] [CE 4.570 (4.321)] [KD 3.672 (3.532)] +2024-10-13 21:29:23,991 - Train: 85.04% [1063900/1251000] [850.4/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000191] [CE 4.283 (4.330)] [KD 3.551 (3.490)] +2024-10-13 21:29:31,559 - Train: 85.05% [1063950/1251000] [850.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000191] [CE 4.572 (4.305)] [KD 3.644 (3.492)] +2024-10-13 21:29:39,227 - Train: 85.05% [1064000/1251000] [850.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000191] [CE 4.172 (4.352)] [KD 3.331 (3.523)] +2024-10-13 21:29:46,744 - Train: 85.06% [1064050/1251000] [850.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000191] [CE 4.589 (4.239)] [KD 3.505 (3.438)] +2024-10-13 21:29:54,203 - Train: 85.06% [1064100/1251000] [850.6/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.000191] [CE 4.651 (4.297)] [KD 3.759 (3.508)] +2024-10-13 21:30:01,981 - Train: 85.06% [1064150/1251000] [850.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000191] [CE 4.298 (4.405)] [KD 3.615 (3.552)] +2024-10-13 21:30:09,558 - Train: 85.07% [1064200/1251000] [850.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000190] [CE 4.107 (4.344)] [KD 3.394 (3.525)] +2024-10-13 21:30:17,110 - Train: 85.07% [1064250/1251000] [850.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000190] [CE 4.388 (4.358)] [KD 3.479 (3.500)] +2024-10-13 21:30:24,613 - Train: 85.08% [1064300/1251000] [850.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000190] [CE 4.582 (4.358)] [KD 3.815 (3.551)] +2024-10-13 21:30:32,106 - Train: 85.08% [1064350/1251000] [850.8/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000190] [CE 4.421 (4.346)] [KD 3.597 (3.510)] +2024-10-13 21:30:39,620 - Train: 85.08% [1064400/1251000] [850.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000190] [CE 4.320 (4.299)] [KD 3.403 (3.518)] +2024-10-13 21:30:47,162 - Train: 85.09% [1064450/1251000] [850.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000190] [CE 4.306 (4.274)] [KD 3.553 (3.492)] +2024-10-13 21:30:54,607 - Train: 85.09% [1064500/1251000] [850.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000190] [CE 4.621 (4.399)] [KD 3.784 (3.555)] +2024-10-13 21:31:02,265 - Train: 85.10% [1064550/1251000] [851.0/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.000190] [CE 4.129 (4.292)] [KD 3.338 (3.457)] +2024-10-13 21:31:09,969 - Train: 85.10% [1064600/1251000] [851.0/1000.0] [batch_t 0.141 (0.154)] [data_t 0.005] [optim_t 0.136] [lr 0.000190] [CE 4.229 (4.287)] [KD 3.446 (3.451)] +2024-10-13 21:31:15,758 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36827] [top5_cnt 45780] [top_all 50000] +2024-10-13 21:31:15,759 - net: 73.654 (91.560) +2024-10-13 21:31:21,685 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37779] [top5_cnt 46223] [top_all 50000] +2024-10-13 21:31:21,685 - net_E: 75.558 (92.446) +2024-10-13 21:31:21,827 - Max [top1: 74.008 (epoch: 846)] [top1-ema: 75.564 (epoch: 849)] +2024-10-13 21:31:21,828 - ==> Total time: 1 day, 23:44:12 Eta: 8:21:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 21:31:31,570 - Train: 85.10% [1064650/1251000] [851.0/1000.0] [batch_t 0.146 (0.163)] [data_t 0.004] [optim_t 0.142] [lr 0.000190] [CE 4.690 (4.315)] [KD 3.734 (3.481)] +2024-10-13 21:31:39,106 - Train: 85.11% [1064700/1251000] [851.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000190] [CE 4.144 (4.375)] [KD 3.290 (3.517)] +2024-10-13 21:31:46,568 - Train: 85.11% [1064750/1251000] [851.1/1000.0] [batch_t 0.155 (0.149)] [data_t 0.006] [optim_t 0.150] [lr 0.000189] [CE 4.257 (4.301)] [KD 3.531 (3.491)] +2024-10-13 21:31:54,091 - Train: 85.12% [1064800/1251000] [851.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000189] [CE 3.911 (4.389)] [KD 3.291 (3.522)] +2024-10-13 21:32:01,688 - Train: 85.12% [1064850/1251000] [851.2/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.000189] [CE 4.604 (4.346)] [KD 3.644 (3.500)] +2024-10-13 21:32:09,096 - Train: 85.12% [1064900/1251000] [851.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000189] [CE 4.449 (4.260)] [KD 3.533 (3.467)] +2024-10-13 21:32:16,469 - Train: 85.13% [1064950/1251000] [851.3/1000.0] [batch_t 0.147 (0.147)] [data_t 0.006] [optim_t 0.141] [lr 0.000189] [CE 3.617 (4.228)] [KD 3.139 (3.429)] +2024-10-13 21:32:24,593 - Train: 85.13% [1065000/1251000] [851.3/1000.0] [batch_t 0.147 (0.162)] [data_t 0.007] [optim_t 0.141] [lr 0.000189] [CE 4.288 (4.258)] [KD 3.367 (3.453)] +2024-10-13 21:32:32,020 - Train: 85.14% [1065050/1251000] [851.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000189] [CE 3.879 (4.285)] [KD 3.270 (3.499)] +2024-10-13 21:32:39,654 - Train: 85.14% [1065100/1251000] [851.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.000189] [CE 4.533 (4.325)] [KD 3.645 (3.517)] +2024-10-13 21:32:47,054 - Train: 85.14% [1065150/1251000] [851.4/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000189] [CE 4.055 (4.347)] [KD 3.423 (3.530)] +2024-10-13 21:32:54,557 - Train: 85.15% [1065200/1251000] [851.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.000189] [CE 4.093 (4.347)] [KD 3.382 (3.517)] +2024-10-13 21:33:01,983 - Train: 85.15% [1065250/1251000] [851.5/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.000189] [CE 4.406 (4.420)] [KD 3.546 (3.580)] +2024-10-13 21:33:09,584 - Train: 85.16% [1065300/1251000] [851.6/1000.0] [batch_t 0.143 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.000189] [CE 4.452 (4.350)] [KD 3.442 (3.528)] +2024-10-13 21:33:17,076 - Train: 85.16% [1065350/1251000] [851.6/1000.0] [batch_t 0.143 (0.150)] [data_t 0.004] [optim_t 0.138] [lr 0.000188] [CE 4.236 (4.339)] [KD 3.381 (3.520)] +2024-10-13 21:33:24,700 - Train: 85.16% [1065400/1251000] [851.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000188] [CE 4.158 (4.334)] [KD 3.421 (3.535)] +2024-10-13 21:33:32,393 - Train: 85.17% [1065450/1251000] [851.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000188] [CE 4.279 (4.309)] [KD 3.471 (3.502)] +2024-10-13 21:33:39,944 - Train: 85.17% [1065500/1251000] [851.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000188] [CE 4.427 (4.313)] [KD 3.513 (3.556)] +2024-10-13 21:33:47,376 - Train: 85.18% [1065550/1251000] [851.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.000188] [CE 4.436 (4.368)] [KD 3.414 (3.555)] +2024-10-13 21:33:54,875 - Train: 85.18% [1065600/1251000] [851.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000188] [CE 3.964 (4.250)] [KD 3.225 (3.493)] +2024-10-13 21:34:02,601 - Train: 85.18% [1065650/1251000] [851.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000188] [CE 4.307 (4.378)] [KD 3.466 (3.501)] +2024-10-13 21:34:10,221 - Train: 85.19% [1065700/1251000] [851.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000188] [CE 4.269 (4.251)] [KD 3.314 (3.434)] +2024-10-13 21:34:17,638 - Train: 85.19% [1065750/1251000] [851.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000188] [CE 4.193 (4.361)] [KD 3.305 (3.535)] +2024-10-13 21:34:25,062 - Train: 85.20% [1065800/1251000] [852.0/1000.0] [batch_t 0.152 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.000188] [CE 4.288 (4.321)] [KD 3.480 (3.529)] +2024-10-13 21:34:32,745 - Train: 85.20% [1065850/1251000] [852.0/1000.0] [batch_t 0.139 (0.154)] [data_t 0.003] [optim_t 0.136] [lr 0.000188] [CE 4.341 (4.355)] [KD 3.434 (3.527)] +2024-10-13 21:34:38,684 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36754] [top5_cnt 45624] [top_all 50000] +2024-10-13 21:34:38,685 - net: 73.508 (91.248) +2024-10-13 21:34:44,448 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37796] [top5_cnt 46221] [top_all 50000] +2024-10-13 21:34:44,448 - net_E: 75.592 (92.442) +2024-10-13 21:34:44,606 - Max [top1: 74.008 (epoch: 846)] [top1-ema: 75.592 (epoch: 852)] +2024-10-13 21:34:44,607 - ==> Total time: 1 day, 23:47:35 Eta: 8:18:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 21:34:56,163 - Train: 85.20% [1065900/1251000] [852.0/1000.0] [batch_t 0.148 (0.162)] [data_t 0.006] [optim_t 0.142] [lr 0.000188] [CE 4.470 (4.284)] [KD 3.677 (3.474)] +2024-10-13 21:35:03,635 - Train: 85.21% [1065950/1251000] [852.1/1000.0] [batch_t 0.156 (0.149)] [data_t 0.005] [optim_t 0.151] [lr 0.000187] [CE 4.169 (4.340)] [KD 3.399 (3.484)] +2024-10-13 21:35:11,336 - Train: 85.21% [1066000/1251000] [852.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000187] [CE 3.848 (4.320)] [KD 3.278 (3.481)] +2024-10-13 21:35:18,951 - Train: 85.22% [1066050/1251000] [852.2/1000.0] [batch_t 0.157 (0.152)] [data_t 0.006] [optim_t 0.151] [lr 0.000187] [CE 4.166 (4.343)] [KD 3.379 (3.505)] +2024-10-13 21:35:26,397 - Train: 85.22% [1066100/1251000] [852.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000187] [CE 4.838 (4.348)] [KD 3.766 (3.531)] +2024-10-13 21:35:33,836 - Train: 85.22% [1066150/1251000] [852.2/1000.0] [batch_t 0.157 (0.149)] [data_t 0.005] [optim_t 0.152] [lr 0.000187] [CE 4.838 (4.346)] [KD 3.646 (3.508)] +2024-10-13 21:35:41,275 - Train: 85.23% [1066200/1251000] [852.3/1000.0] [batch_t 0.143 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.000187] [CE 4.340 (4.249)] [KD 3.224 (3.434)] +2024-10-13 21:35:48,832 - Train: 85.23% [1066250/1251000] [852.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000187] [CE 3.542 (4.357)] [KD 3.049 (3.537)] +2024-10-13 21:35:56,677 - Train: 85.24% [1066300/1251000] [852.4/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.000187] [CE 4.623 (4.283)] [KD 3.575 (3.478)] +2024-10-13 21:36:04,413 - Train: 85.24% [1066350/1251000] [852.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000187] [CE 4.099 (4.251)] [KD 3.289 (3.449)] +2024-10-13 21:36:13,482 - Train: 85.24% [1066400/1251000] [852.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000187] [CE 3.938 (4.255)] [KD 3.371 (3.474)] +2024-10-13 21:36:20,968 - Train: 85.25% [1066450/1251000] [852.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000187] [CE 3.705 (4.365)] [KD 3.040 (3.498)] +2024-10-13 21:36:28,347 - Train: 85.25% [1066500/1251000] [852.5/1000.0] [batch_t 0.155 (0.147)] [data_t 0.005] [optim_t 0.150] [lr 0.000187] [CE 4.101 (4.314)] [KD 3.481 (3.487)] +2024-10-13 21:36:35,750 - Train: 85.26% [1066550/1251000] [852.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000186] [CE 4.597 (4.356)] [KD 3.722 (3.518)] +2024-10-13 21:36:43,265 - Train: 85.26% [1066600/1251000] [852.6/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.000186] [CE 4.172 (4.247)] [KD 3.396 (3.433)] +2024-10-13 21:36:51,039 - Train: 85.26% [1066650/1251000] [852.6/1000.0] [batch_t 0.272 (0.155)] [data_t 0.003] [optim_t 0.269] [lr 0.000186] [CE 4.246 (4.341)] [KD 3.719 (3.534)] +2024-10-13 21:36:58,938 - Train: 85.27% [1066700/1251000] [852.7/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.000186] [CE 4.347 (4.286)] [KD 3.426 (3.487)] +2024-10-13 21:37:06,495 - Train: 85.27% [1066750/1251000] [852.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000186] [CE 4.165 (4.267)] [KD 3.240 (3.478)] +2024-10-13 21:37:13,984 - Train: 85.28% [1066800/1251000] [852.8/1000.0] [batch_t 0.154 (0.150)] [data_t 0.006] [optim_t 0.148] [lr 0.000186] [CE 4.376 (4.271)] [KD 3.379 (3.434)] +2024-10-13 21:37:21,517 - Train: 85.28% [1066850/1251000] [852.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000186] [CE 4.925 (4.322)] [KD 3.667 (3.514)] +2024-10-13 21:37:28,974 - Train: 85.28% [1066900/1251000] [852.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.000186] [CE 4.129 (4.280)] [KD 3.482 (3.461)] +2024-10-13 21:37:36,489 - Train: 85.29% [1066950/1251000] [852.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000186] [CE 4.004 (4.366)] [KD 3.324 (3.517)] +2024-10-13 21:37:44,262 - Train: 85.29% [1067000/1251000] [852.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000186] [CE 4.650 (4.333)] [KD 3.736 (3.500)] +2024-10-13 21:37:51,814 - Train: 85.30% [1067050/1251000] [853.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000186] [CE 4.553 (4.297)] [KD 3.594 (3.475)] +2024-10-13 21:37:59,388 - Train: 85.30% [1067100/1251000] [853.0/1000.0] [batch_t 0.141 (0.151)] [data_t 0.006] [optim_t 0.135] [lr 0.000186] [CE 4.306 (4.375)] [KD 3.529 (3.505)] +2024-10-13 21:38:05,585 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37014] [top5_cnt 45835] [top_all 50000] +2024-10-13 21:38:05,586 - net: 74.028 (91.670) +2024-10-13 21:38:11,375 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 37785] [top5_cnt 46211] [top_all 50000] +2024-10-13 21:38:11,376 - net_E: 75.570 (92.422) +2024-10-13 21:38:11,517 - Max [top1: 74.028 (epoch: 853)] [top1-ema: 75.592 (epoch: 852)] +2024-10-13 21:38:11,517 - ==> Total time: 1 day, 23:51:02 Eta: 8:14:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 21:38:21,708 - Train: 85.30% [1067150/1251000] [853.0/1000.0] [batch_t 0.153 (0.163)] [data_t 0.004] [optim_t 0.149] [lr 0.000185] [CE 4.117 (4.231)] [KD 3.281 (3.445)] +2024-10-13 21:38:29,118 - Train: 85.31% [1067200/1251000] [853.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000185] [CE 4.543 (4.272)] [KD 3.615 (3.435)] +2024-10-13 21:38:36,668 - Train: 85.31% [1067250/1251000] [853.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000185] [CE 3.721 (4.357)] [KD 3.264 (3.485)] +2024-10-13 21:38:44,312 - Train: 85.32% [1067300/1251000] [853.2/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.000185] [CE 4.473 (4.266)] [KD 3.634 (3.441)] +2024-10-13 21:38:51,758 - Train: 85.32% [1067350/1251000] [853.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000185] [CE 4.356 (4.292)] [KD 3.748 (3.459)] +2024-10-13 21:38:59,220 - Train: 85.32% [1067400/1251000] [853.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000185] [CE 4.252 (4.368)] [KD 3.432 (3.531)] +2024-10-13 21:39:06,756 - Train: 85.33% [1067450/1251000] [853.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000185] [CE 4.219 (4.311)] [KD 3.233 (3.483)] +2024-10-13 21:39:14,588 - Train: 85.33% [1067500/1251000] [853.3/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000185] [CE 3.899 (4.269)] [KD 3.379 (3.466)] +2024-10-13 21:39:22,288 - Train: 85.34% [1067550/1251000] [853.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000185] [CE 4.766 (4.359)] [KD 3.734 (3.512)] +2024-10-13 21:39:29,894 - Train: 85.34% [1067600/1251000] [853.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000185] [CE 4.223 (4.315)] [KD 3.308 (3.515)] +2024-10-13 21:39:37,325 - Train: 85.34% [1067650/1251000] [853.4/1000.0] [batch_t 0.152 (0.148)] [data_t 0.003] [optim_t 0.149] [lr 0.000185] [CE 4.428 (4.311)] [KD 3.808 (3.454)] +2024-10-13 21:39:44,772 - Train: 85.35% [1067700/1251000] [853.5/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.000185] [CE 4.382 (4.359)] [KD 3.697 (3.513)] +2024-10-13 21:39:52,624 - Train: 85.35% [1067750/1251000] [853.5/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000184] [CE 4.325 (4.361)] [KD 3.330 (3.526)] +2024-10-13 21:40:00,180 - Train: 85.36% [1067800/1251000] [853.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000184] [CE 4.741 (4.325)] [KD 3.686 (3.449)] +2024-10-13 21:40:07,742 - Train: 85.36% [1067850/1251000] [853.6/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.000184] [CE 4.157 (4.298)] [KD 3.487 (3.469)] +2024-10-13 21:40:15,203 - Train: 85.36% [1067900/1251000] [853.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000184] [CE 4.444 (4.292)] [KD 3.450 (3.494)] +2024-10-13 21:40:22,880 - Train: 85.37% [1067950/1251000] [853.7/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000184] [CE 4.482 (4.391)] [KD 3.794 (3.554)] +2024-10-13 21:40:30,457 - Train: 85.37% [1068000/1251000] [853.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000184] [CE 4.995 (4.302)] [KD 3.899 (3.490)] +2024-10-13 21:40:38,051 - Train: 85.38% [1068050/1251000] [853.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000184] [CE 4.627 (4.334)] [KD 3.510 (3.496)] +2024-10-13 21:40:45,650 - Train: 85.38% [1068100/1251000] [853.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000184] [CE 4.317 (4.356)] [KD 3.550 (3.484)] +2024-10-13 21:40:53,532 - Train: 85.38% [1068150/1251000] [853.8/1000.0] [batch_t 0.146 (0.157)] [data_t 0.003] [optim_t 0.142] [lr 0.000184] [CE 3.779 (4.296)] [KD 3.067 (3.475)] +2024-10-13 21:41:01,081 - Train: 85.39% [1068200/1251000] [853.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000184] [CE 4.767 (4.313)] [KD 3.728 (3.476)] +2024-10-13 21:41:08,515 - Train: 85.39% [1068250/1251000] [853.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.000184] [CE 4.173 (4.366)] [KD 3.476 (3.543)] +2024-10-13 21:41:15,911 - Train: 85.40% [1068300/1251000] [854.0/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.000184] [CE 4.324 (4.374)] [KD 3.631 (3.503)] +2024-10-13 21:41:23,457 - Train: 85.40% [1068350/1251000] [854.0/1000.0] [batch_t 0.137 (0.151)] [data_t 0.004] [optim_t 0.133] [lr 0.000183] [CE 3.996 (4.285)] [KD 3.282 (3.500)] +2024-10-13 21:41:29,884 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 36988] [top5_cnt 45838] [top_all 50000] +2024-10-13 21:41:29,885 - net: 73.976 (91.676) +2024-10-13 21:41:35,693 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 37769] [top5_cnt 46214] [top_all 50000] +2024-10-13 21:41:35,693 - net_E: 75.538 (92.428) +2024-10-13 21:41:35,886 - Max [top1: 74.028 (epoch: 853)] [top1-ema: 75.592 (epoch: 852)] +2024-10-13 21:41:35,887 - ==> Total time: 1 day, 23:54:26 Eta: 8:11:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 21:41:45,341 - Train: 85.40% [1068400/1251000] [854.0/1000.0] [batch_t 0.151 (0.167)] [data_t 0.004] [optim_t 0.148] [lr 0.000183] [CE 4.116 (4.221)] [KD 3.247 (3.403)] +2024-10-13 21:41:52,961 - Train: 85.41% [1068450/1251000] [854.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000183] [CE 4.349 (4.315)] [KD 3.385 (3.455)] +2024-10-13 21:42:00,520 - Train: 85.41% [1068500/1251000] [854.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000183] [CE 4.867 (4.264)] [KD 3.649 (3.444)] +2024-10-13 21:42:08,141 - Train: 85.42% [1068550/1251000] [854.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000183] [CE 4.282 (4.321)] [KD 3.325 (3.483)] +2024-10-13 21:42:15,853 - Train: 85.42% [1068600/1251000] [854.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000183] [CE 4.351 (4.355)] [KD 3.433 (3.495)] +2024-10-13 21:42:23,493 - Train: 85.42% [1068650/1251000] [854.2/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.000183] [CE 3.915 (4.275)] [KD 3.493 (3.465)] +2024-10-13 21:42:30,978 - Train: 85.43% [1068700/1251000] [854.3/1000.0] [batch_t 0.156 (0.150)] [data_t 0.004] [optim_t 0.152] [lr 0.000183] [CE 4.199 (4.365)] [KD 3.412 (3.495)] +2024-10-13 21:42:38,587 - Train: 85.43% [1068750/1251000] [854.3/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000183] [CE 4.131 (4.335)] [KD 3.311 (3.479)] +2024-10-13 21:42:46,306 - Train: 85.44% [1068800/1251000] [854.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000183] [CE 4.876 (4.325)] [KD 3.719 (3.483)] +2024-10-13 21:42:54,101 - Train: 85.44% [1068850/1251000] [854.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.000183] [CE 4.632 (4.284)] [KD 3.838 (3.477)] +2024-10-13 21:43:01,627 - Train: 85.44% [1068900/1251000] [854.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000183] [CE 4.256 (4.272)] [KD 3.298 (3.462)] +2024-10-13 21:43:09,264 - Train: 85.45% [1068950/1251000] [854.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000183] [CE 4.680 (4.324)] [KD 3.745 (3.494)] +2024-10-13 21:43:17,171 - Train: 85.45% [1069000/1251000] [854.5/1000.0] [batch_t 0.149 (0.158)] [data_t 0.006] [optim_t 0.143] [lr 0.000182] [CE 4.402 (4.352)] [KD 3.519 (3.528)] +2024-10-13 21:43:24,745 - Train: 85.46% [1069050/1251000] [854.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.007] [optim_t 0.142] [lr 0.000182] [CE 3.886 (4.264)] [KD 3.299 (3.468)] +2024-10-13 21:43:32,244 - Train: 85.46% [1069100/1251000] [854.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000182] [CE 4.184 (4.339)] [KD 3.325 (3.504)] +2024-10-13 21:43:39,712 - Train: 85.46% [1069150/1251000] [854.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000182] [CE 4.537 (4.318)] [KD 3.614 (3.505)] +2024-10-13 21:43:47,205 - Train: 85.47% [1069200/1251000] [854.7/1000.0] [batch_t 0.155 (0.150)] [data_t 0.003] [optim_t 0.152] [lr 0.000182] [CE 4.165 (4.290)] [KD 3.373 (3.472)] +2024-10-13 21:43:55,192 - Train: 85.47% [1069250/1251000] [854.7/1000.0] [batch_t 0.263 (0.160)] [data_t 0.006] [optim_t 0.257] [lr 0.000182] [CE 3.920 (4.304)] [KD 3.372 (3.494)] +2024-10-13 21:44:02,725 - Train: 85.48% [1069300/1251000] [854.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000182] [CE 4.654 (4.260)] [KD 3.454 (3.436)] +2024-10-13 21:44:10,426 - Train: 85.48% [1069350/1251000] [854.8/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.000182] [CE 4.206 (4.288)] [KD 3.429 (3.462)] +2024-10-13 21:44:18,372 - Train: 85.48% [1069400/1251000] [854.8/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000182] [CE 4.324 (4.338)] [KD 3.455 (3.480)] +2024-10-13 21:44:25,845 - Train: 85.49% [1069450/1251000] [854.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000182] [CE 4.217 (4.293)] [KD 3.207 (3.482)] +2024-10-13 21:44:33,301 - Train: 85.49% [1069500/1251000] [854.9/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.000182] [CE 3.886 (4.336)] [KD 3.372 (3.515)] +2024-10-13 21:44:40,976 - Train: 85.50% [1069550/1251000] [855.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.000182] [CE 3.727 (4.263)] [KD 3.278 (3.449)] +2024-10-13 21:44:48,524 - Train: 85.50% [1069600/1251000] [855.0/1000.0] [batch_t 0.142 (0.151)] [data_t 0.005] [optim_t 0.138] [lr 0.000181] [CE 4.462 (4.302)] [KD 3.600 (3.455)] +2024-10-13 21:44:55,320 - Test (net): 100.00% [50/50] [batch_t 0.337 (0.112)] [top1_cnt 36792] [top5_cnt 45702] [top_all 50000] +2024-10-13 21:44:55,321 - net: 73.584 (91.404) +2024-10-13 21:45:01,215 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37807] [top5_cnt 46213] [top_all 50000] +2024-10-13 21:45:01,215 - net_E: 75.614 (92.426) +2024-10-13 21:45:01,350 - Max [top1: 74.028 (epoch: 853)] [top1-ema: 75.614 (epoch: 855)] +2024-10-13 21:45:01,350 - ==> Total time: 1 day, 23:57:52 Eta: 8:08:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 21:45:15,978 - Train: 85.50% [1069650/1251000] [855.0/1000.0] [batch_t 0.294 (0.163)] [data_t 0.005] [optim_t 0.289] [lr 0.000181] [CE 4.593 (4.371)] [KD 3.510 (3.507)] +2024-10-13 21:45:23,414 - Train: 85.51% [1069700/1251000] [855.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000181] [CE 3.980 (4.280)] [KD 3.324 (3.444)] +2024-10-13 21:45:30,874 - Train: 85.51% [1069750/1251000] [855.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.146] [lr 0.000181] [CE 4.197 (4.269)] [KD 3.422 (3.450)] +2024-10-13 21:45:38,631 - Train: 85.52% [1069800/1251000] [855.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000181] [CE 4.319 (4.286)] [KD 3.555 (3.464)] +2024-10-13 21:45:46,464 - Train: 85.52% [1069850/1251000] [855.2/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000181] [CE 4.614 (4.319)] [KD 3.713 (3.483)] +2024-10-13 21:45:53,904 - Train: 85.52% [1069900/1251000] [855.2/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.000181] [CE 4.882 (4.323)] [KD 3.692 (3.493)] +2024-10-13 21:46:01,608 - Train: 85.53% [1069950/1251000] [855.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000181] [CE 4.090 (4.349)] [KD 3.221 (3.498)] +2024-10-13 21:46:09,087 - Train: 85.53% [1070000/1251000] [855.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000181] [CE 4.128 (4.255)] [KD 3.339 (3.468)] +2024-10-13 21:46:16,551 - Train: 85.54% [1070050/1251000] [855.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000181] [CE 4.042 (4.272)] [KD 3.389 (3.474)] +2024-10-13 21:46:24,390 - Train: 85.54% [1070100/1251000] [855.4/1000.0] [batch_t 0.287 (0.157)] [data_t 0.004] [optim_t 0.284] [lr 0.000181] [CE 4.335 (4.228)] [KD 3.401 (3.427)] +2024-10-13 21:46:31,871 - Train: 85.54% [1070150/1251000] [855.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000181] [CE 4.371 (4.343)] [KD 3.611 (3.473)] +2024-10-13 21:46:39,589 - Train: 85.55% [1070200/1251000] [855.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000180] [CE 4.118 (4.337)] [KD 3.373 (3.510)] +2024-10-13 21:46:47,411 - Train: 85.55% [1070250/1251000] [855.5/1000.0] [batch_t 0.145 (0.156)] [data_t 0.005] [optim_t 0.140] [lr 0.000180] [CE 4.666 (4.197)] [KD 3.601 (3.458)] +2024-10-13 21:46:54,843 - Train: 85.56% [1070300/1251000] [855.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000180] [CE 4.403 (4.322)] [KD 3.537 (3.509)] +2024-10-13 21:47:02,295 - Train: 85.56% [1070350/1251000] [855.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.000180] [CE 4.536 (4.340)] [KD 3.808 (3.496)] +2024-10-13 21:47:10,052 - Train: 85.56% [1070400/1251000] [855.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.002] [optim_t 0.149] [lr 0.000180] [CE 4.203 (4.255)] [KD 3.512 (3.454)] +2024-10-13 21:47:17,522 - Train: 85.57% [1070450/1251000] [855.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000180] [CE 4.398 (4.246)] [KD 3.455 (3.419)] +2024-10-13 21:47:25,209 - Train: 85.57% [1070500/1251000] [855.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.000180] [CE 4.250 (4.331)] [KD 3.560 (3.490)] +2024-10-13 21:47:32,783 - Train: 85.58% [1070550/1251000] [855.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000180] [CE 4.534 (4.283)] [KD 3.589 (3.473)] +2024-10-13 21:47:40,233 - Train: 85.58% [1070600/1251000] [855.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000180] [CE 4.285 (4.241)] [KD 3.404 (3.414)] +2024-10-13 21:47:47,941 - Train: 85.58% [1070650/1251000] [855.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000180] [CE 4.599 (4.309)] [KD 3.600 (3.498)] +2024-10-13 21:47:55,715 - Train: 85.59% [1070700/1251000] [855.9/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000180] [CE 4.097 (4.262)] [KD 3.401 (3.454)] +2024-10-13 21:48:03,207 - Train: 85.59% [1070750/1251000] [855.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000180] [CE 3.642 (4.275)] [KD 3.113 (3.469)] +2024-10-13 21:48:11,006 - Train: 85.60% [1070800/1251000] [856.0/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000179] [CE 4.287 (4.380)] [KD 3.492 (3.491)] +2024-10-13 21:48:18,418 - Train: 85.60% [1070850/1251000] [856.0/1000.0] [batch_t 0.140 (0.148)] [data_t 0.005] [optim_t 0.135] [lr 0.000179] [CE 4.596 (4.300)] [KD 3.783 (3.457)] +2024-10-13 21:48:24,852 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 37154] [top5_cnt 45884] [top_all 50000] +2024-10-13 21:48:24,853 - net: 74.308 (91.768) +2024-10-13 21:48:30,656 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37809] [top5_cnt 46225] [top_all 50000] +2024-10-13 21:48:30,657 - net_E: 75.618 (92.450) +2024-10-13 21:48:30,790 - Max [top1: 74.308 (epoch: 856)] [top1-ema: 75.618 (epoch: 856)] +2024-10-13 21:48:30,791 - ==> Total time: 2 days, 0:01:21 Eta: 8:04:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 21:48:42,314 - Train: 85.60% [1070900/1251000] [856.0/1000.0] [batch_t 0.145 (0.159)] [data_t 0.005] [optim_t 0.140] [lr 0.000179] [CE 4.411 (4.327)] [KD 3.482 (3.437)] +2024-10-13 21:48:49,824 - Train: 85.61% [1070950/1251000] [856.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000179] [CE 4.101 (4.307)] [KD 3.329 (3.501)] +2024-10-13 21:48:57,629 - Train: 85.61% [1071000/1251000] [856.1/1000.0] [batch_t 0.146 (0.156)] [data_t 0.006] [optim_t 0.140] [lr 0.000179] [CE 4.230 (4.245)] [KD 3.439 (3.449)] +2024-10-13 21:49:05,298 - Train: 85.62% [1071050/1251000] [856.2/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.000179] [CE 4.154 (4.356)] [KD 3.397 (3.494)] +2024-10-13 21:49:12,715 - Train: 85.62% [1071100/1251000] [856.2/1000.0] [batch_t 0.153 (0.148)] [data_t 0.004] [optim_t 0.149] [lr 0.000179] [CE 4.496 (4.238)] [KD 3.638 (3.428)] +2024-10-13 21:49:20,145 - Train: 85.62% [1071150/1251000] [856.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.000179] [CE 4.365 (4.277)] [KD 3.611 (3.455)] +2024-10-13 21:49:27,853 - Train: 85.63% [1071200/1251000] [856.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000179] [CE 4.317 (4.341)] [KD 3.482 (3.488)] +2024-10-13 21:49:35,324 - Train: 85.63% [1071250/1251000] [856.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.000179] [CE 3.937 (4.308)] [KD 3.258 (3.465)] +2024-10-13 21:49:42,984 - Train: 85.64% [1071300/1251000] [856.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000179] [CE 4.448 (4.288)] [KD 3.266 (3.414)] +2024-10-13 21:49:50,401 - Train: 85.64% [1071350/1251000] [856.4/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.000179] [CE 4.261 (4.334)] [KD 3.471 (3.489)] +2024-10-13 21:49:58,034 - Train: 85.64% [1071400/1251000] [856.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000178] [CE 4.443 (4.306)] [KD 3.480 (3.471)] +2024-10-13 21:50:05,716 - Train: 85.65% [1071450/1251000] [856.5/1000.0] [batch_t 0.143 (0.154)] [data_t 0.006] [optim_t 0.137] [lr 0.000178] [CE 3.991 (4.290)] [KD 3.232 (3.452)] +2024-10-13 21:50:13,258 - Train: 85.65% [1071500/1251000] [856.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000178] [CE 4.371 (4.290)] [KD 3.614 (3.471)] +2024-10-13 21:50:20,679 - Train: 85.66% [1071550/1251000] [856.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000178] [CE 4.557 (4.274)] [KD 3.500 (3.462)] +2024-10-13 21:50:28,420 - Train: 85.66% [1071600/1251000] [856.6/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000178] [CE 4.454 (4.354)] [KD 3.715 (3.478)] +2024-10-13 21:50:35,837 - Train: 85.66% [1071650/1251000] [856.6/1000.0] [batch_t 0.143 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.000178] [CE 3.912 (4.271)] [KD 3.468 (3.436)] +2024-10-13 21:50:43,284 - Train: 85.67% [1071700/1251000] [856.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.006] [optim_t 0.139] [lr 0.000178] [CE 4.605 (4.296)] [KD 3.660 (3.440)] +2024-10-13 21:50:50,857 - Train: 85.67% [1071750/1251000] [856.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.007] [optim_t 0.145] [lr 0.000178] [CE 4.309 (4.327)] [KD 3.363 (3.480)] +2024-10-13 21:50:58,554 - Train: 85.68% [1071800/1251000] [856.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000178] [CE 4.552 (4.336)] [KD 3.515 (3.493)] +2024-10-13 21:51:06,174 - Train: 85.68% [1071850/1251000] [856.8/1000.0] [batch_t 0.158 (0.152)] [data_t 0.003] [optim_t 0.154] [lr 0.000178] [CE 4.012 (4.332)] [KD 3.390 (3.510)] +2024-10-13 21:51:14,003 - Train: 85.68% [1071900/1251000] [856.8/1000.0] [batch_t 0.149 (0.156)] [data_t 0.006] [optim_t 0.143] [lr 0.000178] [CE 4.429 (4.306)] [KD 3.640 (3.450)] +2024-10-13 21:51:21,509 - Train: 85.69% [1071950/1251000] [856.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000178] [CE 3.832 (4.305)] [KD 3.082 (3.476)] +2024-10-13 21:51:29,017 - Train: 85.69% [1072000/1251000] [856.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000178] [CE 4.322 (4.313)] [KD 3.482 (3.488)] +2024-10-13 21:51:36,789 - Train: 85.70% [1072050/1251000] [857.0/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000177] [CE 4.059 (4.209)] [KD 3.384 (3.434)] +2024-10-13 21:51:44,191 - Train: 85.70% [1072100/1251000] [857.0/1000.0] [batch_t 0.138 (0.148)] [data_t 0.004] [optim_t 0.134] [lr 0.000177] [CE 3.865 (4.353)] [KD 3.270 (3.479)] +2024-10-13 21:51:50,978 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 37014] [top5_cnt 45866] [top_all 50000] +2024-10-13 21:51:50,979 - net: 74.028 (91.732) +2024-10-13 21:51:56,815 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 37826] [top5_cnt 46251] [top_all 50000] +2024-10-13 21:51:56,816 - net_E: 75.652 (92.502) +2024-10-13 21:51:56,966 - Max [top1: 74.308 (epoch: 856)] [top1-ema: 75.652 (epoch: 857)] +2024-10-13 21:51:56,967 - ==> Total time: 2 days, 0:04:48 Eta: 8:01:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 21:52:06,702 - Train: 85.70% [1072150/1251000] [857.0/1000.0] [batch_t 0.148 (0.167)] [data_t 0.007] [optim_t 0.141] [lr 0.000177] [CE 4.288 (4.296)] [KD 3.566 (3.456)] +2024-10-13 21:52:14,370 - Train: 85.71% [1072200/1251000] [857.1/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.000177] [CE 4.488 (4.409)] [KD 3.742 (3.511)] +2024-10-13 21:52:21,786 - Train: 85.71% [1072250/1251000] [857.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000177] [CE 4.410 (4.302)] [KD 3.438 (3.494)] +2024-10-13 21:52:29,547 - Train: 85.72% [1072300/1251000] [857.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000177] [CE 4.065 (4.301)] [KD 3.466 (3.464)] +2024-10-13 21:52:37,127 - Train: 85.72% [1072350/1251000] [857.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.009] [optim_t 0.142] [lr 0.000177] [CE 4.163 (4.254)] [KD 3.387 (3.432)] +2024-10-13 21:52:44,533 - Train: 85.72% [1072400/1251000] [857.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000177] [CE 4.504 (4.278)] [KD 3.586 (3.407)] +2024-10-13 21:52:52,182 - Train: 85.73% [1072450/1251000] [857.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000177] [CE 4.046 (4.263)] [KD 3.249 (3.423)] +2024-10-13 21:52:59,715 - Train: 85.73% [1072500/1251000] [857.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000177] [CE 4.146 (4.340)] [KD 3.200 (3.467)] +2024-10-13 21:53:07,115 - Train: 85.74% [1072550/1251000] [857.4/1000.0] [batch_t 0.144 (0.148)] [data_t 0.006] [optim_t 0.138] [lr 0.000177] [CE 4.601 (4.240)] [KD 3.618 (3.430)] +2024-10-13 21:53:14,753 - Train: 85.74% [1072600/1251000] [857.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000177] [CE 3.694 (4.347)] [KD 3.415 (3.473)] +2024-10-13 21:53:22,293 - Train: 85.74% [1072650/1251000] [857.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000176] [CE 4.418 (4.341)] [KD 3.534 (3.505)] +2024-10-13 21:53:29,892 - Train: 85.75% [1072700/1251000] [857.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000176] [CE 4.378 (4.339)] [KD 3.565 (3.458)] +2024-10-13 21:53:37,695 - Train: 85.75% [1072750/1251000] [857.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000176] [CE 4.204 (4.303)] [KD 3.546 (3.463)] +2024-10-13 21:53:45,188 - Train: 85.76% [1072800/1251000] [857.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000176] [CE 4.218 (4.297)] [KD 3.290 (3.472)] +2024-10-13 21:53:52,839 - Train: 85.76% [1072850/1251000] [857.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.000176] [CE 4.080 (4.291)] [KD 3.273 (3.437)] +2024-10-13 21:54:00,436 - Train: 85.76% [1072900/1251000] [857.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000176] [CE 4.139 (4.253)] [KD 3.287 (3.430)] +2024-10-13 21:54:08,021 - Train: 85.77% [1072950/1251000] [857.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000176] [CE 3.819 (4.270)] [KD 3.237 (3.426)] +2024-10-13 21:54:15,836 - Train: 85.77% [1073000/1251000] [857.7/1000.0] [batch_t 0.143 (0.156)] [data_t 0.003] [optim_t 0.140] [lr 0.000176] [CE 4.201 (4.260)] [KD 3.223 (3.436)] +2024-10-13 21:54:23,512 - Train: 85.78% [1073050/1251000] [857.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.000176] [CE 4.406 (4.262)] [KD 3.606 (3.454)] +2024-10-13 21:54:31,152 - Train: 85.78% [1073100/1251000] [857.8/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000176] [CE 4.415 (4.287)] [KD 3.674 (3.466)] +2024-10-13 21:54:38,967 - Train: 85.78% [1073150/1251000] [857.8/1000.0] [batch_t 0.162 (0.156)] [data_t 0.005] [optim_t 0.157] [lr 0.000176] [CE 3.724 (4.279)] [KD 2.927 (3.461)] +2024-10-13 21:54:46,555 - Train: 85.79% [1073200/1251000] [857.9/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000176] [CE 4.587 (4.333)] [KD 3.234 (3.478)] +2024-10-13 21:54:54,064 - Train: 85.79% [1073250/1251000] [857.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000176] [CE 4.112 (4.325)] [KD 3.518 (3.454)] +2024-10-13 21:55:01,768 - Train: 85.80% [1073300/1251000] [858.0/1000.0] [batch_t 0.167 (0.154)] [data_t 0.003] [optim_t 0.164] [lr 0.000175] [CE 4.324 (4.265)] [KD 3.506 (3.479)] +2024-10-13 21:55:09,404 - Train: 85.80% [1073350/1251000] [858.0/1000.0] [batch_t 0.141 (0.153)] [data_t 0.005] [optim_t 0.136] [lr 0.000175] [CE 4.367 (4.351)] [KD 3.454 (3.505)] +2024-10-13 21:55:16,175 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 36907] [top5_cnt 45809] [top_all 50000] +2024-10-13 21:55:16,175 - net: 73.814 (91.618) +2024-10-13 21:55:22,107 - Test (net_E): 100.00% [50/50] [batch_t 0.026 (0.108)] [top1_cnt 37843] [top5_cnt 46251] [top_all 50000] +2024-10-13 21:55:22,108 - net_E: 75.686 (92.502) +2024-10-13 21:55:22,252 - Max [top1: 74.308 (epoch: 856)] [top1-ema: 75.686 (epoch: 858)] +2024-10-13 21:55:22,253 - ==> Total time: 2 days, 0:08:13 Eta: 7:58:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 21:55:31,807 - Train: 85.80% [1073400/1251000] [858.0/1000.0] [batch_t 0.149 (0.164)] [data_t 0.004] [optim_t 0.145] [lr 0.000175] [CE 4.414 (4.268)] [KD 3.732 (3.420)] +2024-10-13 21:55:39,374 - Train: 85.81% [1073450/1251000] [858.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000175] [CE 4.105 (4.300)] [KD 3.417 (3.475)] +2024-10-13 21:55:47,083 - Train: 85.81% [1073500/1251000] [858.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000175] [CE 4.491 (4.259)] [KD 3.546 (3.449)] +2024-10-13 21:55:54,567 - Train: 85.82% [1073550/1251000] [858.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000175] [CE 3.716 (4.245)] [KD 3.058 (3.438)] +2024-10-13 21:56:02,186 - Train: 85.82% [1073600/1251000] [858.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000175] [CE 5.031 (4.311)] [KD 3.885 (3.452)] +2024-10-13 21:56:09,780 - Train: 85.82% [1073650/1251000] [858.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000175] [CE 3.830 (4.279)] [KD 3.109 (3.486)] +2024-10-13 21:56:17,230 - Train: 85.83% [1073700/1251000] [858.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.007] [optim_t 0.141] [lr 0.000175] [CE 3.558 (4.255)] [KD 2.875 (3.427)] +2024-10-13 21:56:24,848 - Train: 85.83% [1073750/1251000] [858.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000175] [CE 4.491 (4.327)] [KD 3.470 (3.477)] +2024-10-13 21:56:32,837 - Train: 85.84% [1073800/1251000] [858.4/1000.0] [batch_t 0.161 (0.160)] [data_t 0.004] [optim_t 0.157] [lr 0.000175] [CE 4.600 (4.278)] [KD 3.636 (3.459)] +2024-10-13 21:56:40,512 - Train: 85.84% [1073850/1251000] [858.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000175] [CE 3.730 (4.277)] [KD 3.193 (3.448)] +2024-10-13 21:56:48,180 - Train: 85.84% [1073900/1251000] [858.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.000174] [CE 4.130 (4.330)] [KD 3.184 (3.468)] +2024-10-13 21:56:55,651 - Train: 85.85% [1073950/1251000] [858.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000174] [CE 4.682 (4.312)] [KD 3.955 (3.487)] +2024-10-13 21:57:03,113 - Train: 85.85% [1074000/1251000] [858.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000174] [CE 4.239 (4.259)] [KD 3.361 (3.435)] +2024-10-13 21:57:10,804 - Train: 85.86% [1074050/1251000] [858.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000174] [CE 3.951 (4.367)] [KD 3.437 (3.507)] +2024-10-13 21:57:18,381 - Train: 85.86% [1074100/1251000] [858.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000174] [CE 4.514 (4.262)] [KD 3.891 (3.443)] +2024-10-13 21:57:25,923 - Train: 85.86% [1074150/1251000] [858.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000174] [CE 3.949 (4.284)] [KD 3.271 (3.433)] +2024-10-13 21:57:33,478 - Train: 85.87% [1074200/1251000] [858.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000174] [CE 4.228 (4.325)] [KD 3.585 (3.493)] +2024-10-13 21:57:41,196 - Train: 85.87% [1074250/1251000] [858.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000174] [CE 4.318 (4.354)] [KD 3.510 (3.496)] +2024-10-13 21:57:48,854 - Train: 85.88% [1074300/1251000] [858.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000174] [CE 4.505 (4.240)] [KD 3.265 (3.407)] +2024-10-13 21:57:56,531 - Train: 85.88% [1074350/1251000] [858.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000174] [CE 4.140 (4.355)] [KD 3.426 (3.502)] +2024-10-13 21:58:04,038 - Train: 85.88% [1074400/1251000] [858.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000174] [CE 4.279 (4.307)] [KD 3.455 (3.466)] +2024-10-13 21:58:11,633 - Train: 85.89% [1074450/1251000] [858.9/1000.0] [batch_t 0.158 (0.152)] [data_t 0.004] [optim_t 0.154] [lr 0.000174] [CE 4.386 (4.287)] [KD 3.598 (3.462)] +2024-10-13 21:58:19,033 - Train: 85.89% [1074500/1251000] [858.9/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.000174] [CE 4.472 (4.348)] [KD 3.562 (3.462)] +2024-10-13 21:58:26,594 - Train: 85.90% [1074550/1251000] [859.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000173] [CE 4.478 (4.252)] [KD 3.664 (3.426)] +2024-10-13 21:58:34,094 - Train: 85.90% [1074600/1251000] [859.0/1000.0] [batch_t 0.141 (0.150)] [data_t 0.004] [optim_t 0.137] [lr 0.000173] [CE 4.695 (4.339)] [KD 3.585 (3.467)] +2024-10-13 21:58:42,943 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.145)] [top1_cnt 37026] [top5_cnt 45845] [top_all 50000] +2024-10-13 21:58:42,944 - net: 74.052 (91.690) +2024-10-13 21:58:48,758 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 37824] [top5_cnt 46256] [top_all 50000] +2024-10-13 21:58:48,758 - net_E: 75.648 (92.512) +2024-10-13 21:58:48,888 - Max [top1: 74.308 (epoch: 856)] [top1-ema: 75.686 (epoch: 858)] +2024-10-13 21:58:48,889 - ==> Total time: 2 days, 0:11:39 Eta: 7:54:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 21:58:57,159 - Train: 85.90% [1074650/1251000] [859.0/1000.0] [batch_t 0.153 (0.164)] [data_t 0.004] [optim_t 0.149] [lr 0.000173] [CE 4.757 (4.283)] [KD 3.525 (3.429)] +2024-10-13 21:59:04,930 - Train: 85.91% [1074700/1251000] [859.1/1000.0] [batch_t 0.145 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.000173] [CE 4.576 (4.285)] [KD 3.483 (3.459)] +2024-10-13 21:59:12,372 - Train: 85.91% [1074750/1251000] [859.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000173] [CE 4.664 (4.321)] [KD 3.815 (3.473)] +2024-10-13 21:59:19,896 - Train: 85.92% [1074800/1251000] [859.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000173] [CE 4.868 (4.339)] [KD 3.799 (3.466)] +2024-10-13 21:59:27,316 - Train: 85.92% [1074850/1251000] [859.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000173] [CE 4.245 (4.270)] [KD 3.354 (3.411)] +2024-10-13 21:59:34,999 - Train: 85.92% [1074900/1251000] [859.2/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000173] [CE 4.432 (4.305)] [KD 3.253 (3.488)] +2024-10-13 21:59:42,615 - Train: 85.93% [1074950/1251000] [859.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000173] [CE 4.111 (4.261)] [KD 3.322 (3.416)] +2024-10-13 21:59:49,985 - Train: 85.93% [1075000/1251000] [859.3/1000.0] [batch_t 0.144 (0.147)] [data_t 0.003] [optim_t 0.141] [lr 0.000173] [CE 4.128 (4.388)] [KD 3.449 (3.494)] +2024-10-13 21:59:57,545 - Train: 85.94% [1075050/1251000] [859.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000173] [CE 4.732 (4.370)] [KD 3.681 (3.468)] +2024-10-13 22:00:05,094 - Train: 85.94% [1075100/1251000] [859.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000173] [CE 4.307 (4.265)] [KD 3.399 (3.419)] +2024-10-13 22:00:12,793 - Train: 85.94% [1075150/1251000] [859.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000172] [CE 4.479 (4.253)] [KD 3.586 (3.456)] +2024-10-13 22:00:20,468 - Train: 85.95% [1075200/1251000] [859.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000172] [CE 4.505 (4.378)] [KD 3.571 (3.495)] +2024-10-13 22:00:28,003 - Train: 85.95% [1075250/1251000] [859.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000172] [CE 4.535 (4.295)] [KD 3.650 (3.455)] +2024-10-13 22:00:35,553 - Train: 85.96% [1075300/1251000] [859.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000172] [CE 3.973 (4.414)] [KD 3.246 (3.536)] +2024-10-13 22:00:43,015 - Train: 85.96% [1075350/1251000] [859.6/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.150] [lr 0.000172] [CE 4.277 (4.341)] [KD 3.490 (3.491)] +2024-10-13 22:00:50,435 - Train: 85.96% [1075400/1251000] [859.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000172] [CE 4.069 (4.283)] [KD 3.370 (3.444)] +2024-10-13 22:00:58,225 - Train: 85.97% [1075450/1251000] [859.7/1000.0] [batch_t 0.145 (0.156)] [data_t 0.005] [optim_t 0.140] [lr 0.000172] [CE 4.907 (4.382)] [KD 3.619 (3.507)] +2024-10-13 22:01:05,778 - Train: 85.97% [1075500/1251000] [859.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000172] [CE 4.283 (4.308)] [KD 3.331 (3.456)] +2024-10-13 22:01:13,326 - Train: 85.98% [1075550/1251000] [859.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000172] [CE 4.184 (4.342)] [KD 3.502 (3.466)] +2024-10-13 22:01:20,796 - Train: 85.98% [1075600/1251000] [859.8/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.150] [lr 0.000172] [CE 3.949 (4.275)] [KD 3.203 (3.436)] +2024-10-13 22:01:28,438 - Train: 85.98% [1075650/1251000] [859.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000172] [CE 4.025 (4.306)] [KD 3.455 (3.459)] +2024-10-13 22:01:35,837 - Train: 85.99% [1075700/1251000] [859.9/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000172] [CE 4.704 (4.253)] [KD 3.615 (3.434)] +2024-10-13 22:01:43,423 - Train: 85.99% [1075750/1251000] [859.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000172] [CE 4.230 (4.336)] [KD 3.312 (3.456)] +2024-10-13 22:01:50,980 - Train: 86.00% [1075800/1251000] [860.0/1000.0] [batch_t 0.263 (0.151)] [data_t 0.004] [optim_t 0.258] [lr 0.000171] [CE 4.173 (4.368)] [KD 3.515 (3.490)] +2024-10-13 22:01:58,396 - Train: 86.00% [1075850/1251000] [860.0/1000.0] [batch_t 0.142 (0.148)] [data_t 0.004] [optim_t 0.138] [lr 0.000171] [CE 4.099 (4.349)] [KD 3.241 (3.465)] +2024-10-13 22:02:05,680 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 37004] [top5_cnt 45855] [top_all 50000] +2024-10-13 22:02:05,680 - net: 74.008 (91.710) +2024-10-13 22:02:11,525 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37835] [top5_cnt 46252] [top_all 50000] +2024-10-13 22:02:11,526 - net_E: 75.670 (92.504) +2024-10-13 22:02:11,666 - Max [top1: 74.308 (epoch: 856)] [top1-ema: 75.686 (epoch: 858)] +2024-10-13 22:02:11,667 - ==> Total time: 2 days, 0:15:02 Eta: 7:51:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 22:02:20,001 - Train: 86.00% [1075900/1251000] [860.0/1000.0] [batch_t 0.149 (0.162)] [data_t 0.004] [optim_t 0.145] [lr 0.000171] [CE 4.166 (4.378)] [KD 3.279 (3.503)] +2024-10-13 22:02:27,445 - Train: 86.01% [1075950/1251000] [860.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.000171] [CE 4.262 (4.255)] [KD 3.337 (3.424)] +2024-10-13 22:02:34,903 - Train: 86.01% [1076000/1251000] [860.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000171] [CE 4.881 (4.318)] [KD 3.934 (3.428)] +2024-10-13 22:02:42,655 - Train: 86.02% [1076050/1251000] [860.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000171] [CE 4.706 (4.329)] [KD 3.667 (3.448)] +2024-10-13 22:02:50,304 - Train: 86.02% [1076100/1251000] [860.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.000171] [CE 4.660 (4.292)] [KD 3.515 (3.447)] +2024-10-13 22:02:57,866 - Train: 86.02% [1076150/1251000] [860.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000171] [CE 4.492 (4.263)] [KD 3.616 (3.440)] +2024-10-13 22:03:05,453 - Train: 86.03% [1076200/1251000] [860.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000171] [CE 4.310 (4.372)] [KD 3.321 (3.475)] +2024-10-13 22:03:13,064 - Train: 86.03% [1076250/1251000] [860.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000171] [CE 3.885 (4.312)] [KD 3.000 (3.408)] +2024-10-13 22:03:20,631 - Train: 86.04% [1076300/1251000] [860.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000171] [CE 4.486 (4.366)] [KD 3.228 (3.493)] +2024-10-13 22:03:28,021 - Train: 86.04% [1076350/1251000] [860.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000171] [CE 3.902 (4.223)] [KD 3.284 (3.420)] +2024-10-13 22:03:35,574 - Train: 86.04% [1076400/1251000] [860.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000170] [CE 4.239 (4.272)] [KD 3.395 (3.436)] +2024-10-13 22:03:43,138 - Train: 86.05% [1076450/1251000] [860.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000170] [CE 4.755 (4.397)] [KD 3.625 (3.512)] +2024-10-13 22:03:51,050 - Train: 86.05% [1076500/1251000] [860.5/1000.0] [batch_t 0.148 (0.158)] [data_t 0.003] [optim_t 0.145] [lr 0.000170] [CE 4.527 (4.315)] [KD 3.378 (3.447)] +2024-10-13 22:03:58,449 - Train: 86.06% [1076550/1251000] [860.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000170] [CE 4.423 (4.307)] [KD 3.488 (3.428)] +2024-10-13 22:04:05,949 - Train: 86.06% [1076600/1251000] [860.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000170] [CE 5.103 (4.348)] [KD 3.808 (3.496)] +2024-10-13 22:04:13,487 - Train: 86.06% [1076650/1251000] [860.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000170] [CE 3.890 (4.203)] [KD 3.152 (3.380)] +2024-10-13 22:04:21,027 - Train: 86.07% [1076700/1251000] [860.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000170] [CE 4.444 (4.328)] [KD 3.733 (3.416)] +2024-10-13 22:04:28,555 - Train: 86.07% [1076750/1251000] [860.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000170] [CE 4.039 (4.324)] [KD 3.243 (3.458)] +2024-10-13 22:04:36,081 - Train: 86.08% [1076800/1251000] [860.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000170] [CE 4.011 (4.230)] [KD 3.307 (3.419)] +2024-10-13 22:04:43,499 - Train: 86.08% [1076850/1251000] [860.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.000170] [CE 4.566 (4.295)] [KD 3.642 (3.461)] +2024-10-13 22:04:51,406 - Train: 86.08% [1076900/1251000] [860.8/1000.0] [batch_t 0.145 (0.158)] [data_t 0.004] [optim_t 0.141] [lr 0.000170] [CE 4.497 (4.263)] [KD 3.604 (3.410)] +2024-10-13 22:04:59,017 - Train: 86.09% [1076950/1251000] [860.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000170] [CE 4.775 (4.369)] [KD 3.653 (3.504)] +2024-10-13 22:05:06,509 - Train: 86.09% [1077000/1251000] [860.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.000170] [CE 4.566 (4.343)] [KD 3.671 (3.470)] +2024-10-13 22:05:13,990 - Train: 86.10% [1077050/1251000] [861.0/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000169] [CE 4.247 (4.323)] [KD 3.373 (3.478)] +2024-10-13 22:05:21,524 - Train: 86.10% [1077100/1251000] [861.0/1000.0] [batch_t 0.139 (0.151)] [data_t 0.004] [optim_t 0.135] [lr 0.000169] [CE 4.214 (4.278)] [KD 3.355 (3.411)] +2024-10-13 22:05:28,902 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.110)] [top1_cnt 37109] [top5_cnt 45934] [top_all 50000] +2024-10-13 22:05:28,902 - net: 74.218 (91.868) +2024-10-13 22:05:34,739 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.106)] [top1_cnt 37838] [top5_cnt 46268] [top_all 50000] +2024-10-13 22:05:34,740 - net_E: 75.676 (92.536) +2024-10-13 22:05:34,880 - Max [top1: 74.308 (epoch: 856)] [top1-ema: 75.686 (epoch: 858)] +2024-10-13 22:05:34,880 - ==> Total time: 2 days, 0:18:25 Eta: 7:47:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 22:05:42,830 - Train: 86.10% [1077150/1251000] [861.0/1000.0] [batch_t 0.149 (0.168)] [data_t 0.008] [optim_t 0.141] [lr 0.000169] [CE 3.387 (4.302)] [KD 2.741 (3.432)] +2024-10-13 22:05:50,501 - Train: 86.11% [1077200/1251000] [861.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000169] [CE 3.863 (4.207)] [KD 3.075 (3.367)] +2024-10-13 22:05:58,204 - Train: 86.11% [1077250/1251000] [861.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.007] [optim_t 0.140] [lr 0.000169] [CE 3.977 (4.275)] [KD 3.146 (3.397)] +2024-10-13 22:06:05,813 - Train: 86.12% [1077300/1251000] [861.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000169] [CE 4.303 (4.317)] [KD 3.501 (3.443)] +2024-10-13 22:06:13,453 - Train: 86.12% [1077350/1251000] [861.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.008] [optim_t 0.140] [lr 0.000169] [CE 4.274 (4.236)] [KD 3.422 (3.392)] +2024-10-13 22:06:20,892 - Train: 86.12% [1077400/1251000] [861.2/1000.0] [batch_t 0.142 (0.149)] [data_t 0.003] [optim_t 0.139] [lr 0.000169] [CE 4.155 (4.317)] [KD 3.425 (3.446)] +2024-10-13 22:06:28,570 - Train: 86.13% [1077450/1251000] [861.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000169] [CE 3.826 (4.296)] [KD 3.342 (3.465)] +2024-10-13 22:06:36,020 - Train: 86.13% [1077500/1251000] [861.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.002] [optim_t 0.148] [lr 0.000169] [CE 4.569 (4.369)] [KD 3.463 (3.484)] +2024-10-13 22:06:43,701 - Train: 86.14% [1077550/1251000] [861.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000169] [CE 4.819 (4.309)] [KD 3.656 (3.489)] +2024-10-13 22:06:51,462 - Train: 86.14% [1077600/1251000] [861.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000169] [CE 3.557 (4.263)] [KD 3.006 (3.440)] +2024-10-13 22:06:58,905 - Train: 86.14% [1077650/1251000] [861.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000169] [CE 4.201 (4.306)] [KD 3.241 (3.437)] +2024-10-13 22:07:06,324 - Train: 86.15% [1077700/1251000] [861.5/1000.0] [batch_t 0.150 (0.148)] [data_t 0.006] [optim_t 0.145] [lr 0.000168] [CE 4.814 (4.327)] [KD 3.662 (3.419)] +2024-10-13 22:07:13,973 - Train: 86.15% [1077750/1251000] [861.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000168] [CE 4.411 (4.283)] [KD 3.447 (3.416)] +2024-10-13 22:07:21,372 - Train: 86.16% [1077800/1251000] [861.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000168] [CE 4.630 (4.311)] [KD 3.674 (3.429)] +2024-10-13 22:07:29,119 - Train: 86.16% [1077850/1251000] [861.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.006] [optim_t 0.146] [lr 0.000168] [CE 3.936 (4.310)] [KD 3.307 (3.450)] +2024-10-13 22:07:36,657 - Train: 86.16% [1077900/1251000] [861.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000168] [CE 4.502 (4.364)] [KD 3.488 (3.464)] +2024-10-13 22:07:44,094 - Train: 86.17% [1077950/1251000] [861.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000168] [CE 4.167 (4.227)] [KD 3.378 (3.408)] +2024-10-13 22:07:51,497 - Train: 86.17% [1078000/1251000] [861.7/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.000168] [CE 4.166 (4.334)] [KD 3.566 (3.452)] +2024-10-13 22:07:59,199 - Train: 86.18% [1078050/1251000] [861.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000168] [CE 4.098 (4.359)] [KD 3.267 (3.451)] +2024-10-13 22:08:06,764 - Train: 86.18% [1078100/1251000] [861.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000168] [CE 4.243 (4.398)] [KD 3.613 (3.496)] +2024-10-13 22:08:14,402 - Train: 86.18% [1078150/1251000] [861.8/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.000168] [CE 4.122 (4.322)] [KD 3.274 (3.468)] +2024-10-13 22:08:22,050 - Train: 86.19% [1078200/1251000] [861.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000168] [CE 4.172 (4.270)] [KD 3.441 (3.403)] +2024-10-13 22:08:29,481 - Train: 86.19% [1078250/1251000] [861.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000168] [CE 3.898 (4.265)] [KD 3.631 (3.418)] +2024-10-13 22:08:37,045 - Train: 86.20% [1078300/1251000] [862.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000167] [CE 4.316 (4.380)] [KD 3.486 (3.497)] +2024-10-13 22:08:44,513 - Train: 86.20% [1078350/1251000] [862.0/1000.0] [batch_t 0.141 (0.149)] [data_t 0.003] [optim_t 0.138] [lr 0.000167] [CE 4.641 (4.296)] [KD 3.346 (3.448)] +2024-10-13 22:08:51,951 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 36957] [top5_cnt 45848] [top_all 50000] +2024-10-13 22:08:51,952 - net: 73.914 (91.696) +2024-10-13 22:08:57,771 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 37863] [top5_cnt 46258] [top_all 50000] +2024-10-13 22:08:57,771 - net_E: 75.726 (92.516) +2024-10-13 22:08:57,887 - Max [top1: 74.308 (epoch: 856)] [top1-ema: 75.726 (epoch: 862)] +2024-10-13 22:08:57,888 - ==> Total time: 2 days, 0:21:48 Eta: 7:44:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 22:09:06,984 - Train: 86.20% [1078400/1251000] [862.0/1000.0] [batch_t 0.147 (0.167)] [data_t 0.005] [optim_t 0.143] [lr 0.000167] [CE 4.651 (4.310)] [KD 3.579 (3.385)] +2024-10-13 22:09:14,883 - Train: 86.21% [1078450/1251000] [862.1/1000.0] [batch_t 0.145 (0.158)] [data_t 0.005] [optim_t 0.140] [lr 0.000167] [CE 4.068 (4.337)] [KD 3.297 (3.426)] +2024-10-13 22:09:22,373 - Train: 86.21% [1078500/1251000] [862.1/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.000167] [CE 4.285 (4.262)] [KD 3.376 (3.428)] +2024-10-13 22:09:29,812 - Train: 86.22% [1078550/1251000] [862.2/1000.0] [batch_t 0.158 (0.149)] [data_t 0.003] [optim_t 0.155] [lr 0.000167] [CE 4.188 (4.270)] [KD 3.200 (3.424)] +2024-10-13 22:09:37,714 - Train: 86.22% [1078600/1251000] [862.2/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000167] [CE 4.449 (4.349)] [KD 3.546 (3.442)] +2024-10-13 22:09:45,222 - Train: 86.22% [1078650/1251000] [862.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000167] [CE 4.873 (4.331)] [KD 3.692 (3.450)] +2024-10-13 22:09:52,857 - Train: 86.23% [1078700/1251000] [862.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000167] [CE 4.437 (4.314)] [KD 3.440 (3.422)] +2024-10-13 22:10:00,402 - Train: 86.23% [1078750/1251000] [862.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000167] [CE 3.651 (4.283)] [KD 3.139 (3.442)] +2024-10-13 22:10:08,056 - Train: 86.24% [1078800/1251000] [862.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000167] [CE 4.492 (4.363)] [KD 3.587 (3.451)] +2024-10-13 22:10:16,167 - Train: 86.24% [1078850/1251000] [862.4/1000.0] [batch_t 0.151 (0.162)] [data_t 0.004] [optim_t 0.147] [lr 0.000167] [CE 4.570 (4.349)] [KD 3.438 (3.466)] +2024-10-13 22:10:23,626 - Train: 86.24% [1078900/1251000] [862.4/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.000167] [CE 4.358 (4.365)] [KD 3.395 (3.463)] +2024-10-13 22:10:31,081 - Train: 86.25% [1078950/1251000] [862.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000166] [CE 4.280 (4.253)] [KD 3.321 (3.397)] +2024-10-13 22:10:38,888 - Train: 86.25% [1079000/1251000] [862.5/1000.0] [batch_t 0.147 (0.156)] [data_t 0.006] [optim_t 0.141] [lr 0.000166] [CE 4.393 (4.338)] [KD 3.691 (3.456)] +2024-10-13 22:10:46,364 - Train: 86.25% [1079050/1251000] [862.5/1000.0] [batch_t 0.156 (0.149)] [data_t 0.005] [optim_t 0.151] [lr 0.000166] [CE 4.274 (4.332)] [KD 3.412 (3.451)] +2024-10-13 22:10:53,792 - Train: 86.26% [1079100/1251000] [862.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000166] [CE 4.489 (4.315)] [KD 3.315 (3.423)] +2024-10-13 22:11:01,420 - Train: 86.26% [1079150/1251000] [862.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000166] [CE 4.687 (4.359)] [KD 3.735 (3.462)] +2024-10-13 22:11:08,833 - Train: 86.27% [1079200/1251000] [862.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000166] [CE 4.249 (4.252)] [KD 3.366 (3.450)] +2024-10-13 22:11:16,807 - Train: 86.27% [1079250/1251000] [862.7/1000.0] [batch_t 0.291 (0.159)] [data_t 0.004] [optim_t 0.287] [lr 0.000166] [CE 4.386 (4.405)] [KD 3.344 (3.461)] +2024-10-13 22:11:24,365 - Train: 86.27% [1079300/1251000] [862.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000166] [CE 4.078 (4.267)] [KD 3.331 (3.431)] +2024-10-13 22:11:32,004 - Train: 86.28% [1079350/1251000] [862.8/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000166] [CE 4.302 (4.265)] [KD 3.481 (3.422)] +2024-10-13 22:11:39,678 - Train: 86.28% [1079400/1251000] [862.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000166] [CE 4.412 (4.362)] [KD 3.316 (3.470)] +2024-10-13 22:11:47,400 - Train: 86.29% [1079450/1251000] [862.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000166] [CE 4.410 (4.297)] [KD 3.664 (3.417)] +2024-10-13 22:11:54,873 - Train: 86.29% [1079500/1251000] [862.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000166] [CE 4.384 (4.299)] [KD 3.487 (3.433)] +2024-10-13 22:12:02,628 - Train: 86.29% [1079550/1251000] [862.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000166] [CE 4.118 (4.290)] [KD 3.467 (3.453)] +2024-10-13 22:12:10,242 - Train: 86.30% [1079600/1251000] [863.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000165] [CE 4.184 (4.326)] [KD 3.425 (3.453)] +2024-10-13 22:12:17,860 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 37241] [top5_cnt 45931] [top_all 50000] +2024-10-13 22:12:17,860 - net: 74.482 (91.862) +2024-10-13 22:12:23,657 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 37866] [top5_cnt 46251] [top_all 50000] +2024-10-13 22:12:23,657 - net_E: 75.732 (92.502) +2024-10-13 22:12:23,816 - Max [top1: 74.482 (epoch: 863)] [top1-ema: 75.732 (epoch: 863)] +2024-10-13 22:12:23,816 - ==> Total time: 2 days, 0:25:14 Eta: 7:41:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 22:12:33,785 - Train: 86.30% [1079650/1251000] [863.0/1000.0] [batch_t 0.283 (0.168)] [data_t 0.005] [optim_t 0.278] [lr 0.000165] [CE 4.356 (4.335)] [KD 3.676 (3.452)] +2024-10-13 22:12:41,790 - Train: 86.31% [1079700/1251000] [863.1/1000.0] [batch_t 0.145 (0.160)] [data_t 0.004] [optim_t 0.141] [lr 0.000165] [CE 4.472 (4.306)] [KD 3.432 (3.420)] +2024-10-13 22:12:49,251 - Train: 86.31% [1079750/1251000] [863.1/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.000165] [CE 4.193 (4.235)] [KD 3.328 (3.376)] +2024-10-13 22:12:56,706 - Train: 86.31% [1079800/1251000] [863.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000165] [CE 3.923 (4.341)] [KD 3.270 (3.446)] +2024-10-13 22:13:04,200 - Train: 86.32% [1079850/1251000] [863.2/1000.0] [batch_t 0.154 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.000165] [CE 4.549 (4.292)] [KD 3.173 (3.399)] +2024-10-13 22:13:11,783 - Train: 86.32% [1079900/1251000] [863.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000165] [CE 4.534 (4.286)] [KD 3.396 (3.402)] +2024-10-13 22:13:19,498 - Train: 86.33% [1079950/1251000] [863.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000165] [CE 4.494 (4.279)] [KD 3.489 (3.415)] +2024-10-13 22:13:27,091 - Train: 86.33% [1080000/1251000] [863.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000165] [CE 4.596 (4.367)] [KD 3.611 (3.500)] +2024-10-13 22:13:34,804 - Train: 86.33% [1080050/1251000] [863.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000165] [CE 4.539 (4.251)] [KD 3.635 (3.404)] +2024-10-13 22:13:42,523 - Train: 86.34% [1080100/1251000] [863.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000165] [CE 4.160 (4.287)] [KD 3.399 (3.399)] +2024-10-13 22:13:50,011 - Train: 86.34% [1080150/1251000] [863.4/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.000165] [CE 4.174 (4.296)] [KD 3.417 (3.428)] +2024-10-13 22:13:57,506 - Train: 86.35% [1080200/1251000] [863.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000165] [CE 4.586 (4.271)] [KD 3.652 (3.393)] +2024-10-13 22:14:05,132 - Train: 86.35% [1080250/1251000] [863.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000164] [CE 4.208 (4.284)] [KD 3.401 (3.418)] +2024-10-13 22:14:12,626 - Train: 86.35% [1080300/1251000] [863.5/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000164] [CE 4.340 (4.284)] [KD 3.530 (3.431)] +2024-10-13 22:14:20,492 - Train: 86.36% [1080350/1251000] [863.6/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.000164] [CE 4.018 (4.331)] [KD 3.045 (3.477)] +2024-10-13 22:14:28,073 - Train: 86.36% [1080400/1251000] [863.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000164] [CE 4.615 (4.291)] [KD 3.742 (3.426)] +2024-10-13 22:14:35,664 - Train: 86.37% [1080450/1251000] [863.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000164] [CE 4.006 (4.288)] [KD 3.187 (3.394)] +2024-10-13 22:14:43,268 - Train: 86.37% [1080500/1251000] [863.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000164] [CE 3.910 (4.302)] [KD 3.213 (3.421)] +2024-10-13 22:14:51,040 - Train: 86.37% [1080550/1251000] [863.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000164] [CE 4.010 (4.290)] [KD 3.197 (3.430)] +2024-10-13 22:14:58,511 - Train: 86.38% [1080600/1251000] [863.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000164] [CE 4.434 (4.262)] [KD 3.467 (3.417)] +2024-10-13 22:15:05,992 - Train: 86.38% [1080650/1251000] [863.8/1000.0] [batch_t 0.158 (0.149)] [data_t 0.005] [optim_t 0.154] [lr 0.000164] [CE 4.224 (4.261)] [KD 3.401 (3.412)] +2024-10-13 22:15:13,520 - Train: 86.39% [1080700/1251000] [863.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000164] [CE 4.014 (4.247)] [KD 3.523 (3.404)] +2024-10-13 22:15:21,268 - Train: 86.39% [1080750/1251000] [863.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000164] [CE 3.708 (4.251)] [KD 3.280 (3.408)] +2024-10-13 22:15:29,238 - Train: 86.39% [1080800/1251000] [863.9/1000.0] [batch_t 0.157 (0.159)] [data_t 0.005] [optim_t 0.152] [lr 0.000164] [CE 4.039 (4.295)] [KD 3.251 (3.424)] +2024-10-13 22:15:36,774 - Train: 86.40% [1080850/1251000] [864.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000164] [CE 3.930 (4.366)] [KD 3.334 (3.460)] +2024-10-13 22:15:44,526 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 37189] [top5_cnt 45963] [top_all 50000] +2024-10-13 22:15:44,527 - net: 74.378 (91.926) +2024-10-13 22:15:50,301 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37912] [top5_cnt 46270] [top_all 50000] +2024-10-13 22:15:50,301 - net_E: 75.824 (92.540) +2024-10-13 22:15:50,439 - Max [top1: 74.482 (epoch: 863)] [top1-ema: 75.824 (epoch: 864)] +2024-10-13 22:15:50,440 - ==> Total time: 2 days, 0:28:41 Eta: 7:37:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 22:16:00,111 - Train: 86.40% [1080900/1251000] [864.0/1000.0] [batch_t 0.149 (0.162)] [data_t 0.005] [optim_t 0.144] [lr 0.000163] [CE 4.529 (4.342)] [KD 3.380 (3.437)] +2024-10-13 22:16:07,643 - Train: 86.41% [1080950/1251000] [864.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.146] [lr 0.000163] [CE 3.799 (4.329)] [KD 3.045 (3.443)] +2024-10-13 22:16:15,253 - Train: 86.41% [1081000/1251000] [864.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000163] [CE 3.809 (4.331)] [KD 3.189 (3.402)] +2024-10-13 22:16:22,739 - Train: 86.41% [1081050/1251000] [864.1/1000.0] [batch_t 0.143 (0.150)] [data_t 0.003] [optim_t 0.140] [lr 0.000163] [CE 4.415 (4.281)] [KD 3.420 (3.393)] +2024-10-13 22:16:30,200 - Train: 86.42% [1081100/1251000] [864.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000163] [CE 4.169 (4.306)] [KD 3.283 (3.418)] +2024-10-13 22:16:37,798 - Train: 86.42% [1081150/1251000] [864.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000163] [CE 4.264 (4.262)] [KD 3.402 (3.401)] +2024-10-13 22:16:46,097 - Train: 86.43% [1081200/1251000] [864.3/1000.0] [batch_t 0.144 (0.166)] [data_t 0.004] [optim_t 0.140] [lr 0.000163] [CE 4.355 (4.268)] [KD 3.575 (3.418)] +2024-10-13 22:16:53,587 - Train: 86.43% [1081250/1251000] [864.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000163] [CE 3.911 (4.323)] [KD 3.086 (3.451)] +2024-10-13 22:17:01,201 - Train: 86.43% [1081300/1251000] [864.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000163] [CE 4.630 (4.360)] [KD 3.664 (3.463)] +2024-10-13 22:17:08,737 - Train: 86.44% [1081350/1251000] [864.4/1000.0] [batch_t 0.158 (0.151)] [data_t 0.004] [optim_t 0.154] [lr 0.000163] [CE 3.905 (4.283)] [KD 3.186 (3.415)] +2024-10-13 22:17:16,299 - Train: 86.44% [1081400/1251000] [864.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000163] [CE 4.254 (4.344)] [KD 3.462 (3.460)] +2024-10-13 22:17:23,913 - Train: 86.45% [1081450/1251000] [864.5/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000163] [CE 3.836 (4.343)] [KD 3.148 (3.436)] +2024-10-13 22:17:31,452 - Train: 86.45% [1081500/1251000] [864.5/1000.0] [batch_t 0.157 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.000163] [CE 4.465 (4.309)] [KD 3.422 (3.418)] +2024-10-13 22:17:39,115 - Train: 86.45% [1081550/1251000] [864.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.000162] [CE 4.101 (4.242)] [KD 3.423 (3.386)] +2024-10-13 22:17:47,107 - Train: 86.46% [1081600/1251000] [864.6/1000.0] [batch_t 0.153 (0.160)] [data_t 0.005] [optim_t 0.148] [lr 0.000162] [CE 4.976 (4.359)] [KD 3.524 (3.468)] +2024-10-13 22:17:54,800 - Train: 86.46% [1081650/1251000] [864.6/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.000162] [CE 4.239 (4.253)] [KD 3.370 (3.412)] +2024-10-13 22:18:02,448 - Train: 86.47% [1081700/1251000] [864.7/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000162] [CE 3.882 (4.307)] [KD 3.170 (3.413)] +2024-10-13 22:18:09,972 - Train: 86.47% [1081750/1251000] [864.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.000162] [CE 4.528 (4.259)] [KD 3.874 (3.386)] +2024-10-13 22:18:17,459 - Train: 86.47% [1081800/1251000] [864.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000162] [CE 4.393 (4.278)] [KD 3.513 (3.396)] +2024-10-13 22:18:25,006 - Train: 86.48% [1081850/1251000] [864.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000162] [CE 4.202 (4.295)] [KD 3.185 (3.408)] +2024-10-13 22:18:32,572 - Train: 86.48% [1081900/1251000] [864.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.000162] [CE 4.419 (4.316)] [KD 3.460 (3.430)] +2024-10-13 22:18:40,003 - Train: 86.49% [1081950/1251000] [864.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000162] [CE 4.320 (4.294)] [KD 3.289 (3.406)] +2024-10-13 22:18:47,874 - Train: 86.49% [1082000/1251000] [864.9/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000162] [CE 4.699 (4.293)] [KD 3.588 (3.452)] +2024-10-13 22:18:55,599 - Train: 86.49% [1082050/1251000] [864.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000162] [CE 4.421 (4.330)] [KD 3.304 (3.418)] +2024-10-13 22:19:03,064 - Train: 86.50% [1082100/1251000] [865.0/1000.0] [batch_t 0.156 (0.149)] [data_t 0.010] [optim_t 0.145] [lr 0.000162] [CE 4.165 (4.271)] [KD 3.228 (3.425)] +2024-10-13 22:19:10,940 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 36845] [top5_cnt 45735] [top_all 50000] +2024-10-13 22:19:10,941 - net: 73.690 (91.470) +2024-10-13 22:19:16,793 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37908] [top5_cnt 46258] [top_all 50000] +2024-10-13 22:19:16,794 - net_E: 75.816 (92.516) +2024-10-13 22:19:16,902 - Max [top1: 74.482 (epoch: 863)] [top1-ema: 75.824 (epoch: 864)] +2024-10-13 22:19:16,902 - ==> Total time: 2 days, 0:32:07 Eta: 7:34:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 22:19:24,634 - Train: 86.50% [1082150/1251000] [865.0/1000.0] [batch_t 0.147 (0.164)] [data_t 0.005] [optim_t 0.143] [lr 0.000162] [CE 4.173 (4.369)] [KD 3.429 (3.445)] +2024-10-13 22:19:32,132 - Train: 86.51% [1082200/1251000] [865.1/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.000161] [CE 4.452 (4.288)] [KD 3.562 (3.405)] +2024-10-13 22:19:40,016 - Train: 86.51% [1082250/1251000] [865.1/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.000161] [CE 4.128 (4.361)] [KD 3.197 (3.448)] +2024-10-13 22:19:47,844 - Train: 86.51% [1082300/1251000] [865.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000161] [CE 4.101 (4.292)] [KD 3.316 (3.388)] +2024-10-13 22:19:55,542 - Train: 86.52% [1082350/1251000] [865.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000161] [CE 4.014 (4.184)] [KD 3.283 (3.347)] +2024-10-13 22:20:03,029 - Train: 86.52% [1082400/1251000] [865.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000161] [CE 3.480 (4.260)] [KD 2.825 (3.426)] +2024-10-13 22:20:10,666 - Train: 86.53% [1082450/1251000] [865.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.002] [optim_t 0.147] [lr 0.000161] [CE 4.712 (4.340)] [KD 3.777 (3.486)] +2024-10-13 22:20:18,320 - Train: 86.53% [1082500/1251000] [865.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000161] [CE 4.411 (4.270)] [KD 3.584 (3.400)] +2024-10-13 22:20:26,225 - Train: 86.53% [1082550/1251000] [865.3/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.145] [lr 0.000161] [CE 4.298 (4.291)] [KD 3.464 (3.420)] +2024-10-13 22:20:34,031 - Train: 86.54% [1082600/1251000] [865.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000161] [CE 4.635 (4.366)] [KD 3.547 (3.450)] +2024-10-13 22:20:41,500 - Train: 86.54% [1082650/1251000] [865.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000161] [CE 3.947 (4.159)] [KD 3.306 (3.302)] +2024-10-13 22:20:49,050 - Train: 86.55% [1082700/1251000] [865.5/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.151] [lr 0.000161] [CE 4.314 (4.320)] [KD 3.514 (3.404)] +2024-10-13 22:20:56,683 - Train: 86.55% [1082750/1251000] [865.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000161] [CE 4.189 (4.268)] [KD 3.267 (3.396)] +2024-10-13 22:21:04,387 - Train: 86.55% [1082800/1251000] [865.5/1000.0] [batch_t 0.267 (0.154)] [data_t 0.005] [optim_t 0.262] [lr 0.000161] [CE 4.726 (4.369)] [KD 3.940 (3.420)] +2024-10-13 22:21:12,375 - Train: 86.56% [1082850/1251000] [865.6/1000.0] [batch_t 0.266 (0.160)] [data_t 0.005] [optim_t 0.261] [lr 0.000160] [CE 4.232 (4.301)] [KD 3.113 (3.406)] +2024-10-13 22:21:20,118 - Train: 86.56% [1082900/1251000] [865.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000160] [CE 4.406 (4.351)] [KD 3.633 (3.438)] +2024-10-13 22:21:27,694 - Train: 86.57% [1082950/1251000] [865.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000160] [CE 4.034 (4.351)] [KD 3.409 (3.478)] +2024-10-13 22:21:35,367 - Train: 86.57% [1083000/1251000] [865.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000160] [CE 4.390 (4.319)] [KD 3.528 (3.410)] +2024-10-13 22:21:42,804 - Train: 86.57% [1083050/1251000] [865.7/1000.0] [batch_t 0.159 (0.149)] [data_t 0.005] [optim_t 0.154] [lr 0.000160] [CE 3.680 (4.243)] [KD 2.933 (3.370)] +2024-10-13 22:21:50,201 - Train: 86.58% [1083100/1251000] [865.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000160] [CE 4.408 (4.334)] [KD 3.423 (3.433)] +2024-10-13 22:21:57,875 - Train: 86.58% [1083150/1251000] [865.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000160] [CE 4.267 (4.296)] [KD 3.342 (3.411)] +2024-10-13 22:22:05,542 - Train: 86.59% [1083200/1251000] [865.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000160] [CE 4.176 (4.216)] [KD 3.189 (3.366)] +2024-10-13 22:22:12,931 - Train: 86.59% [1083250/1251000] [865.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000160] [CE 4.273 (4.326)] [KD 3.474 (3.432)] +2024-10-13 22:22:20,455 - Train: 86.59% [1083300/1251000] [865.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000160] [CE 4.351 (4.240)] [KD 3.784 (3.376)] +2024-10-13 22:22:28,062 - Train: 86.60% [1083350/1251000] [866.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000160] [CE 4.555 (4.304)] [KD 3.567 (3.447)] +2024-10-13 22:22:36,079 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37088] [top5_cnt 45873] [top_all 50000] +2024-10-13 22:22:36,079 - net: 74.176 (91.746) +2024-10-13 22:22:41,983 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37873] [top5_cnt 46271] [top_all 50000] +2024-10-13 22:22:41,984 - net_E: 75.746 (92.542) +2024-10-13 22:22:42,133 - Max [top1: 74.482 (epoch: 863)] [top1-ema: 75.824 (epoch: 864)] +2024-10-13 22:22:42,133 - ==> Total time: 2 days, 0:35:33 Eta: 7:31:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 22:22:49,483 - Train: 86.60% [1083400/1251000] [866.0/1000.0] [batch_t 0.157 (0.173)] [data_t 0.003] [optim_t 0.154] [lr 0.000160] [CE 4.780 (4.281)] [KD 3.772 (3.411)] +2024-10-13 22:22:57,220 - Train: 86.61% [1083450/1251000] [866.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.007] [optim_t 0.142] [lr 0.000160] [CE 4.836 (4.375)] [KD 3.746 (3.435)] +2024-10-13 22:23:04,628 - Train: 86.61% [1083500/1251000] [866.1/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.000159] [CE 4.106 (4.294)] [KD 3.259 (3.413)] +2024-10-13 22:23:12,056 - Train: 86.61% [1083550/1251000] [866.1/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.000159] [CE 4.052 (4.232)] [KD 3.457 (3.407)] +2024-10-13 22:23:19,935 - Train: 86.62% [1083600/1251000] [866.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000159] [CE 4.059 (4.328)] [KD 3.454 (3.434)] +2024-10-13 22:23:27,316 - Train: 86.62% [1083650/1251000] [866.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000159] [CE 3.748 (4.312)] [KD 3.167 (3.419)] +2024-10-13 22:23:34,845 - Train: 86.63% [1083700/1251000] [866.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.000159] [CE 4.044 (4.244)] [KD 3.284 (3.370)] +2024-10-13 22:23:42,425 - Train: 86.63% [1083750/1251000] [866.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000159] [CE 4.850 (4.284)] [KD 3.810 (3.377)] +2024-10-13 22:23:49,827 - Train: 86.63% [1083800/1251000] [866.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.000159] [CE 4.566 (4.358)] [KD 3.526 (3.427)] +2024-10-13 22:23:57,781 - Train: 86.64% [1083850/1251000] [866.4/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.000159] [CE 4.136 (4.281)] [KD 3.181 (3.403)] +2024-10-13 22:24:05,387 - Train: 86.64% [1083900/1251000] [866.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000159] [CE 4.568 (4.291)] [KD 3.663 (3.399)] +2024-10-13 22:24:12,815 - Train: 86.65% [1083950/1251000] [866.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000159] [CE 3.929 (4.314)] [KD 3.241 (3.407)] +2024-10-13 22:24:20,482 - Train: 86.65% [1084000/1251000] [866.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000159] [CE 4.204 (4.318)] [KD 3.201 (3.426)] +2024-10-13 22:24:27,875 - Train: 86.65% [1084050/1251000] [866.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000159] [CE 4.337 (4.253)] [KD 3.482 (3.374)] +2024-10-13 22:24:35,338 - Train: 86.66% [1084100/1251000] [866.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000159] [CE 4.393 (4.321)] [KD 3.464 (3.422)] +2024-10-13 22:24:42,989 - Train: 86.66% [1084150/1251000] [866.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.000158] [CE 4.047 (4.310)] [KD 3.406 (3.454)] +2024-10-13 22:24:50,764 - Train: 86.67% [1084200/1251000] [866.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000158] [CE 4.428 (4.288)] [KD 3.567 (3.390)] +2024-10-13 22:24:58,300 - Train: 86.67% [1084250/1251000] [866.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000158] [CE 4.564 (4.228)] [KD 3.371 (3.358)] +2024-10-13 22:25:05,854 - Train: 86.67% [1084300/1251000] [866.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000158] [CE 4.198 (4.260)] [KD 3.515 (3.389)] +2024-10-13 22:25:13,309 - Train: 86.68% [1084350/1251000] [866.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000158] [CE 4.053 (4.237)] [KD 3.241 (3.368)] +2024-10-13 22:25:20,774 - Train: 86.68% [1084400/1251000] [866.8/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.000158] [CE 4.031 (4.272)] [KD 3.539 (3.415)] +2024-10-13 22:25:28,700 - Train: 86.69% [1084450/1251000] [866.9/1000.0] [batch_t 0.147 (0.158)] [data_t 0.005] [optim_t 0.142] [lr 0.000158] [CE 4.365 (4.249)] [KD 3.347 (3.385)] +2024-10-13 22:25:36,185 - Train: 86.69% [1084500/1251000] [866.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000158] [CE 3.905 (4.340)] [KD 3.202 (3.441)] +2024-10-13 22:25:43,862 - Train: 86.69% [1084550/1251000] [866.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000158] [CE 4.351 (4.306)] [KD 3.361 (3.413)] +2024-10-13 22:25:51,611 - Train: 86.70% [1084600/1251000] [867.0/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000158] [CE 4.033 (4.337)] [KD 3.368 (3.416)] +2024-10-13 22:25:59,993 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37206] [top5_cnt 45973] [top_all 50000] +2024-10-13 22:25:59,994 - net: 74.412 (91.946) +2024-10-13 22:26:05,900 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.108)] [top1_cnt 37887] [top5_cnt 46290] [top_all 50000] +2024-10-13 22:26:05,900 - net_E: 75.774 (92.580) +2024-10-13 22:26:06,032 - Max [top1: 74.482 (epoch: 863)] [top1-ema: 75.824 (epoch: 864)] +2024-10-13 22:26:06,032 - ==> Total time: 2 days, 0:38:57 Eta: 7:27:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 22:26:13,107 - Train: 86.70% [1084650/1251000] [867.0/1000.0] [batch_t 0.148 (0.163)] [data_t 0.004] [optim_t 0.144] [lr 0.000158] [CE 4.331 (4.314)] [KD 3.390 (3.380)] +2024-10-13 22:26:20,832 - Train: 86.71% [1084700/1251000] [867.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000158] [CE 4.133 (4.270)] [KD 3.436 (3.379)] +2024-10-13 22:26:28,289 - Train: 86.71% [1084750/1251000] [867.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000158] [CE 4.423 (4.317)] [KD 3.402 (3.424)] +2024-10-13 22:26:36,091 - Train: 86.71% [1084800/1251000] [867.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000157] [CE 4.189 (4.227)] [KD 3.376 (3.380)] +2024-10-13 22:26:43,790 - Train: 86.72% [1084850/1251000] [867.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000157] [CE 3.944 (4.283)] [KD 3.165 (3.379)] +2024-10-13 22:26:51,261 - Train: 86.72% [1084900/1251000] [867.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000157] [CE 4.243 (4.273)] [KD 3.315 (3.385)] +2024-10-13 22:26:59,023 - Train: 86.73% [1084950/1251000] [867.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000157] [CE 3.922 (4.298)] [KD 3.240 (3.414)] +2024-10-13 22:27:06,672 - Train: 86.73% [1085000/1251000] [867.3/1000.0] [batch_t 0.294 (0.153)] [data_t 0.004] [optim_t 0.291] [lr 0.000157] [CE 4.135 (4.292)] [KD 3.205 (3.414)] +2024-10-13 22:27:14,216 - Train: 86.73% [1085050/1251000] [867.3/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000157] [CE 4.677 (4.349)] [KD 3.610 (3.429)] +2024-10-13 22:27:21,717 - Train: 86.74% [1085100/1251000] [867.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000157] [CE 4.133 (4.342)] [KD 2.900 (3.405)] +2024-10-13 22:27:29,428 - Train: 86.74% [1085150/1251000] [867.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000157] [CE 4.752 (4.348)] [KD 3.582 (3.460)] +2024-10-13 22:27:37,182 - Train: 86.75% [1085200/1251000] [867.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000157] [CE 4.410 (4.298)] [KD 3.546 (3.403)] +2024-10-13 22:27:44,770 - Train: 86.75% [1085250/1251000] [867.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000157] [CE 4.381 (4.331)] [KD 3.475 (3.412)] +2024-10-13 22:27:52,282 - Train: 86.75% [1085300/1251000] [867.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000157] [CE 4.397 (4.372)] [KD 3.281 (3.441)] +2024-10-13 22:27:59,989 - Train: 86.76% [1085350/1251000] [867.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000157] [CE 4.089 (4.353)] [KD 3.262 (3.424)] +2024-10-13 22:28:07,444 - Train: 86.76% [1085400/1251000] [867.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000157] [CE 4.515 (4.286)] [KD 3.421 (3.429)] +2024-10-13 22:28:15,019 - Train: 86.77% [1085450/1251000] [867.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000156] [CE 4.518 (4.280)] [KD 3.403 (3.392)] +2024-10-13 22:28:22,440 - Train: 86.77% [1085500/1251000] [867.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.000156] [CE 3.863 (4.258)] [KD 3.030 (3.382)] +2024-10-13 22:28:29,954 - Train: 86.77% [1085550/1251000] [867.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000156] [CE 4.303 (4.267)] [KD 3.679 (3.408)] +2024-10-13 22:28:37,584 - Train: 86.78% [1085600/1251000] [867.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000156] [CE 3.754 (4.204)] [KD 3.112 (3.363)] +2024-10-13 22:28:45,303 - Train: 86.78% [1085650/1251000] [867.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000156] [CE 4.058 (4.299)] [KD 3.432 (3.411)] +2024-10-13 22:28:53,036 - Train: 86.79% [1085700/1251000] [867.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000156] [CE 4.347 (4.259)] [KD 3.459 (3.390)] +2024-10-13 22:29:00,495 - Train: 86.79% [1085750/1251000] [867.9/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000156] [CE 4.539 (4.339)] [KD 3.733 (3.431)] +2024-10-13 22:29:08,063 - Train: 86.79% [1085800/1251000] [867.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000156] [CE 4.063 (4.331)] [KD 3.416 (3.440)] +2024-10-13 22:29:15,729 - Train: 86.80% [1085850/1251000] [868.0/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000156] [CE 4.170 (4.299)] [KD 3.437 (3.431)] +2024-10-13 22:29:23,917 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.105)] [top1_cnt 37145] [top5_cnt 45975] [top_all 50000] +2024-10-13 22:29:23,917 - net: 74.290 (91.950) +2024-10-13 22:29:29,722 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37912] [top5_cnt 46303] [top_all 50000] +2024-10-13 22:29:29,723 - net_E: 75.824 (92.606) +2024-10-13 22:29:29,832 - Max [top1: 74.482 (epoch: 863)] [top1-ema: 75.824 (epoch: 864)] +2024-10-13 22:29:29,832 - ==> Total time: 2 days, 0:42:20 Eta: 7:24:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 22:29:36,382 - Train: 86.80% [1085900/1251000] [868.0/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000156] [CE 4.094 (4.246)] [KD 3.304 (3.354)] +2024-10-13 22:29:43,805 - Train: 86.81% [1085950/1251000] [868.1/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.000156] [CE 4.321 (4.270)] [KD 3.460 (3.410)] +2024-10-13 22:29:51,273 - Train: 86.81% [1086000/1251000] [868.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000156] [CE 4.277 (4.304)] [KD 3.392 (3.365)] +2024-10-13 22:29:59,424 - Train: 86.81% [1086050/1251000] [868.1/1000.0] [batch_t 0.152 (0.163)] [data_t 0.003] [optim_t 0.149] [lr 0.000156] [CE 4.049 (4.250)] [KD 3.267 (3.333)] +2024-10-13 22:30:06,925 - Train: 86.82% [1086100/1251000] [868.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000156] [CE 4.547 (4.359)] [KD 3.583 (3.449)] +2024-10-13 22:30:14,424 - Train: 86.82% [1086150/1251000] [868.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000155] [CE 4.760 (4.326)] [KD 3.687 (3.430)] +2024-10-13 22:30:22,013 - Train: 86.83% [1086200/1251000] [868.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000155] [CE 4.427 (4.280)] [KD 3.314 (3.368)] +2024-10-13 22:30:29,787 - Train: 86.83% [1086250/1251000] [868.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000155] [CE 4.704 (4.364)] [KD 3.746 (3.431)] +2024-10-13 22:30:37,252 - Train: 86.83% [1086300/1251000] [868.3/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.000155] [CE 4.368 (4.281)] [KD 3.466 (3.384)] +2024-10-13 22:30:44,808 - Train: 86.84% [1086350/1251000] [868.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000155] [CE 4.535 (4.295)] [KD 3.478 (3.413)] +2024-10-13 22:30:52,331 - Train: 86.84% [1086400/1251000] [868.4/1000.0] [batch_t 0.144 (0.150)] [data_t 0.006] [optim_t 0.138] [lr 0.000155] [CE 4.155 (4.253)] [KD 3.367 (3.394)] +2024-10-13 22:31:00,037 - Train: 86.85% [1086450/1251000] [868.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000155] [CE 4.431 (4.283)] [KD 3.551 (3.395)] +2024-10-13 22:31:07,615 - Train: 86.85% [1086500/1251000] [868.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000155] [CE 3.774 (4.290)] [KD 3.067 (3.381)] +2024-10-13 22:31:15,158 - Train: 86.85% [1086550/1251000] [868.5/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.000155] [CE 4.786 (4.313)] [KD 3.653 (3.412)] +2024-10-13 22:31:22,771 - Train: 86.86% [1086600/1251000] [868.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000155] [CE 4.030 (4.282)] [KD 3.609 (3.401)] +2024-10-13 22:31:30,270 - Train: 86.86% [1086650/1251000] [868.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000155] [CE 4.640 (4.322)] [KD 3.428 (3.399)] +2024-10-13 22:31:37,884 - Train: 86.87% [1086700/1251000] [868.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000155] [CE 3.959 (4.286)] [KD 3.220 (3.395)] +2024-10-13 22:31:45,308 - Train: 86.87% [1086750/1251000] [868.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000155] [CE 4.098 (4.232)] [KD 3.366 (3.369)] +2024-10-13 22:31:52,737 - Train: 86.87% [1086800/1251000] [868.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.000154] [CE 3.719 (4.291)] [KD 3.168 (3.380)] +2024-10-13 22:32:00,144 - Train: 86.88% [1086850/1251000] [868.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.000154] [CE 4.481 (4.261)] [KD 3.347 (3.364)] +2024-10-13 22:32:08,059 - Train: 86.88% [1086900/1251000] [868.8/1000.0] [batch_t 0.157 (0.158)] [data_t 0.004] [optim_t 0.154] [lr 0.000154] [CE 4.171 (4.379)] [KD 3.079 (3.445)] +2024-10-13 22:32:15,515 - Train: 86.89% [1086950/1251000] [868.9/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.000154] [CE 4.460 (4.246)] [KD 3.445 (3.360)] +2024-10-13 22:32:22,890 - Train: 86.89% [1087000/1251000] [868.9/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.000154] [CE 4.189 (4.332)] [KD 3.446 (3.419)] +2024-10-13 22:32:30,487 - Train: 86.89% [1087050/1251000] [868.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000154] [CE 4.347 (4.243)] [KD 3.355 (3.375)] +2024-10-13 22:32:38,380 - Train: 86.90% [1087100/1251000] [869.0/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.149] [lr 0.000154] [CE 4.542 (4.400)] [KD 3.224 (3.458)] +2024-10-13 22:32:46,736 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 37223] [top5_cnt 45977] [top_all 50000] +2024-10-13 22:32:46,736 - net: 74.446 (91.954) +2024-10-13 22:32:52,530 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37928] [top5_cnt 46292] [top_all 50000] +2024-10-13 22:32:52,531 - net_E: 75.856 (92.584) +2024-10-13 22:32:52,712 - Max [top1: 74.482 (epoch: 863)] [top1-ema: 75.856 (epoch: 869)] +2024-10-13 22:32:52,713 - ==> Total time: 2 days, 0:45:43 Eta: 7:21:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 22:33:00,201 - Train: 86.90% [1087150/1251000] [869.0/1000.0] [batch_t 0.148 (0.162)] [data_t 0.005] [optim_t 0.143] [lr 0.000154] [CE 4.716 (4.276)] [KD 3.646 (3.345)] +2024-10-13 22:33:07,854 - Train: 86.91% [1087200/1251000] [869.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000154] [CE 4.179 (4.277)] [KD 3.504 (3.433)] +2024-10-13 22:33:15,637 - Train: 86.91% [1087250/1251000] [869.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000154] [CE 4.829 (4.275)] [KD 3.652 (3.405)] +2024-10-13 22:33:23,308 - Train: 86.91% [1087300/1251000] [869.1/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000154] [CE 3.953 (4.264)] [KD 3.109 (3.362)] +2024-10-13 22:33:30,777 - Train: 86.92% [1087350/1251000] [869.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000154] [CE 4.525 (4.331)] [KD 3.326 (3.396)] +2024-10-13 22:33:38,213 - Train: 86.92% [1087400/1251000] [869.2/1000.0] [batch_t 0.158 (0.149)] [data_t 0.005] [optim_t 0.153] [lr 0.000154] [CE 4.167 (4.315)] [KD 3.574 (3.411)] +2024-10-13 22:33:45,971 - Train: 86.93% [1087450/1251000] [869.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000154] [CE 4.598 (4.224)] [KD 3.424 (3.342)] +2024-10-13 22:33:53,671 - Train: 86.93% [1087500/1251000] [869.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.006] [optim_t 0.146] [lr 0.000153] [CE 4.893 (4.290)] [KD 3.766 (3.390)] +2024-10-13 22:34:01,417 - Train: 86.93% [1087550/1251000] [869.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.006] [optim_t 0.144] [lr 0.000153] [CE 4.472 (4.329)] [KD 3.598 (3.418)] +2024-10-13 22:34:09,002 - Train: 86.94% [1087600/1251000] [869.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000153] [CE 4.219 (4.278)] [KD 3.453 (3.405)] +2024-10-13 22:34:16,724 - Train: 86.94% [1087650/1251000] [869.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000153] [CE 4.584 (4.293)] [KD 3.852 (3.400)] +2024-10-13 22:34:24,514 - Train: 86.95% [1087700/1251000] [869.5/1000.0] [batch_t 0.146 (0.156)] [data_t 0.007] [optim_t 0.139] [lr 0.000153] [CE 3.868 (4.247)] [KD 3.071 (3.376)] +2024-10-13 22:34:32,050 - Train: 86.95% [1087750/1251000] [869.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000153] [CE 3.738 (4.227)] [KD 3.171 (3.381)] +2024-10-13 22:34:39,520 - Train: 86.95% [1087800/1251000] [869.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000153] [CE 4.070 (4.352)] [KD 3.426 (3.410)] +2024-10-13 22:34:47,261 - Train: 86.96% [1087850/1251000] [869.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000153] [CE 4.203 (4.229)] [KD 3.457 (3.378)] +2024-10-13 22:34:54,853 - Train: 86.96% [1087900/1251000] [869.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000153] [CE 4.364 (4.231)] [KD 3.641 (3.370)] +2024-10-13 22:35:02,586 - Train: 86.97% [1087950/1251000] [869.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000153] [CE 4.599 (4.334)] [KD 3.350 (3.420)] +2024-10-13 22:35:10,129 - Train: 86.97% [1088000/1251000] [869.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000153] [CE 4.372 (4.336)] [KD 3.346 (3.392)] +2024-10-13 22:35:17,774 - Train: 86.97% [1088050/1251000] [869.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000153] [CE 4.151 (4.296)] [KD 3.332 (3.397)] +2024-10-13 22:35:25,528 - Train: 86.98% [1088100/1251000] [869.8/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.000153] [CE 4.500 (4.310)] [KD 3.442 (3.420)] +2024-10-13 22:35:33,187 - Train: 86.98% [1088150/1251000] [869.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000152] [CE 4.014 (4.366)] [KD 3.310 (3.407)] +2024-10-13 22:35:40,788 - Train: 86.99% [1088200/1251000] [869.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000152] [CE 4.419 (4.267)] [KD 3.619 (3.355)] +2024-10-13 22:35:48,278 - Train: 86.99% [1088250/1251000] [869.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000152] [CE 3.835 (4.231)] [KD 3.189 (3.369)] +2024-10-13 22:35:55,866 - Train: 86.99% [1088300/1251000] [869.9/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.000152] [CE 4.292 (4.310)] [KD 3.104 (3.410)] +2024-10-13 22:36:03,470 - Train: 87.00% [1088350/1251000] [870.0/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000152] [CE 4.314 (4.353)] [KD 3.184 (3.433)] +2024-10-13 22:36:12,372 - Test (net): 100.00% [50/50] [batch_t 0.179 (0.108)] [top1_cnt 37149] [top5_cnt 45916] [top_all 50000] +2024-10-13 22:36:12,373 - net: 74.298 (91.832) +2024-10-13 22:36:18,225 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37937] [top5_cnt 46290] [top_all 50000] +2024-10-13 22:36:18,226 - net_E: 75.874 (92.580) +2024-10-13 22:36:18,406 - Max [top1: 74.482 (epoch: 863)] [top1-ema: 75.874 (epoch: 870)] +2024-10-13 22:36:18,406 - ==> Total time: 2 days, 0:49:09 Eta: 7:17:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 22:36:28,080 - Train: 87.00% [1088400/1251000] [870.0/1000.0] [batch_t 0.149 (0.168)] [data_t 0.005] [optim_t 0.144] [lr 0.000152] [CE 3.526 (4.286)] [KD 3.212 (3.405)] +2024-10-13 22:36:35,651 - Train: 87.01% [1088450/1251000] [870.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000152] [CE 4.446 (4.304)] [KD 3.523 (3.412)] +2024-10-13 22:36:43,315 - Train: 87.01% [1088500/1251000] [870.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000152] [CE 4.722 (4.323)] [KD 3.711 (3.443)] +2024-10-13 22:36:50,898 - Train: 87.01% [1088550/1251000] [870.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000152] [CE 4.713 (4.268)] [KD 3.718 (3.379)] +2024-10-13 22:36:58,446 - Train: 87.02% [1088600/1251000] [870.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000152] [CE 4.332 (4.314)] [KD 3.387 (3.401)] +2024-10-13 22:37:05,877 - Train: 87.02% [1088650/1251000] [870.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000152] [CE 4.525 (4.348)] [KD 3.493 (3.406)] +2024-10-13 22:37:13,311 - Train: 87.03% [1088700/1251000] [870.3/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.139] [lr 0.000152] [CE 4.529 (4.314)] [KD 3.496 (3.390)] +2024-10-13 22:37:21,077 - Train: 87.03% [1088750/1251000] [870.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000152] [CE 4.642 (4.271)] [KD 3.583 (3.385)] +2024-10-13 22:37:29,064 - Train: 87.03% [1088800/1251000] [870.3/1000.0] [batch_t 0.146 (0.160)] [data_t 0.003] [optim_t 0.143] [lr 0.000151] [CE 4.663 (4.299)] [KD 3.602 (3.403)] +2024-10-13 22:37:36,609 - Train: 87.04% [1088850/1251000] [870.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000151] [CE 4.159 (4.410)] [KD 3.311 (3.472)] +2024-10-13 22:37:44,108 - Train: 87.04% [1088900/1251000] [870.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000151] [CE 4.519 (4.237)] [KD 3.671 (3.349)] +2024-10-13 22:37:51,700 - Train: 87.05% [1088950/1251000] [870.5/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.000151] [CE 4.703 (4.403)] [KD 3.716 (3.461)] +2024-10-13 22:37:59,094 - Train: 87.05% [1089000/1251000] [870.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000151] [CE 4.667 (4.268)] [KD 3.483 (3.350)] +2024-10-13 22:38:06,678 - Train: 87.05% [1089050/1251000] [870.5/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.000151] [CE 4.260 (4.265)] [KD 3.490 (3.372)] +2024-10-13 22:38:14,227 - Train: 87.06% [1089100/1251000] [870.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000151] [CE 4.649 (4.262)] [KD 3.780 (3.367)] +2024-10-13 22:38:21,673 - Train: 87.06% [1089150/1251000] [870.6/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000151] [CE 4.076 (4.291)] [KD 3.261 (3.391)] +2024-10-13 22:38:29,555 - Train: 87.07% [1089200/1251000] [870.7/1000.0] [batch_t 0.146 (0.158)] [data_t 0.005] [optim_t 0.141] [lr 0.000151] [CE 4.625 (4.285)] [KD 3.549 (3.412)] +2024-10-13 22:38:37,121 - Train: 87.07% [1089250/1251000] [870.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000151] [CE 4.021 (4.303)] [KD 3.189 (3.378)] +2024-10-13 22:38:44,560 - Train: 87.07% [1089300/1251000] [870.7/1000.0] [batch_t 0.158 (0.149)] [data_t 0.005] [optim_t 0.153] [lr 0.000151] [CE 4.680 (4.356)] [KD 3.598 (3.415)] +2024-10-13 22:38:52,167 - Train: 87.08% [1089350/1251000] [870.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000151] [CE 3.567 (4.265)] [KD 2.849 (3.361)] +2024-10-13 22:38:59,703 - Train: 87.08% [1089400/1251000] [870.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000151] [CE 4.199 (4.332)] [KD 3.338 (3.411)] +2024-10-13 22:39:07,173 - Train: 87.09% [1089450/1251000] [870.9/1000.0] [batch_t 0.155 (0.149)] [data_t 0.010] [optim_t 0.145] [lr 0.000151] [CE 4.664 (4.301)] [KD 3.575 (3.399)] +2024-10-13 22:39:15,005 - Train: 87.09% [1089500/1251000] [870.9/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000150] [CE 4.426 (4.266)] [KD 3.305 (3.365)] +2024-10-13 22:39:22,558 - Train: 87.09% [1089550/1251000] [870.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000150] [CE 4.294 (4.247)] [KD 3.460 (3.367)] +2024-10-13 22:39:30,101 - Train: 87.10% [1089600/1251000] [871.0/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000150] [CE 3.898 (4.310)] [KD 3.018 (3.398)] +2024-10-13 22:39:38,856 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 37233] [top5_cnt 45930] [top_all 50000] +2024-10-13 22:39:38,856 - net: 74.466 (91.860) +2024-10-13 22:39:44,646 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 37930] [top5_cnt 46302] [top_all 50000] +2024-10-13 22:39:44,646 - net_E: 75.860 (92.604) +2024-10-13 22:39:44,821 - Max [top1: 74.482 (epoch: 863)] [top1-ema: 75.874 (epoch: 870)] +2024-10-13 22:39:44,822 - ==> Total time: 2 days, 0:52:35 Eta: 7:14:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 22:39:51,638 - Train: 87.10% [1089650/1251000] [871.0/1000.0] [batch_t 0.150 (0.179)] [data_t 0.005] [optim_t 0.145] [lr 0.000150] [CE 4.283 (4.239)] [KD 3.417 (3.351)] +2024-10-13 22:39:59,048 - Train: 87.11% [1089700/1251000] [871.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.140] [lr 0.000150] [CE 4.436 (4.270)] [KD 3.565 (3.352)] +2024-10-13 22:40:06,492 - Train: 87.11% [1089750/1251000] [871.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000150] [CE 3.796 (4.334)] [KD 3.094 (3.386)] +2024-10-13 22:40:14,098 - Train: 87.11% [1089800/1251000] [871.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000150] [CE 4.452 (4.289)] [KD 3.472 (3.367)] +2024-10-13 22:40:21,967 - Train: 87.12% [1089850/1251000] [871.2/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.000150] [CE 4.718 (4.218)] [KD 3.604 (3.348)] +2024-10-13 22:40:29,406 - Train: 87.12% [1089900/1251000] [871.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000150] [CE 4.078 (4.280)] [KD 3.189 (3.376)] +2024-10-13 22:40:36,810 - Train: 87.13% [1089950/1251000] [871.3/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.149] [lr 0.000150] [CE 4.173 (4.255)] [KD 3.288 (3.345)] +2024-10-13 22:40:44,337 - Train: 87.13% [1090000/1251000] [871.3/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.000150] [CE 4.181 (4.266)] [KD 3.205 (3.349)] +2024-10-13 22:40:52,031 - Train: 87.13% [1090050/1251000] [871.3/1000.0] [batch_t 0.259 (0.154)] [data_t 0.003] [optim_t 0.257] [lr 0.000150] [CE 3.579 (4.212)] [KD 2.955 (3.353)] +2024-10-13 22:40:59,681 - Train: 87.14% [1090100/1251000] [871.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000150] [CE 4.082 (4.315)] [KD 3.233 (3.394)] +2024-10-13 22:41:07,220 - Train: 87.14% [1090150/1251000] [871.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000150] [CE 3.873 (4.280)] [KD 3.321 (3.410)] +2024-10-13 22:41:14,609 - Train: 87.15% [1090200/1251000] [871.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.000149] [CE 4.572 (4.294)] [KD 3.758 (3.366)] +2024-10-13 22:41:22,144 - Train: 87.15% [1090250/1251000] [871.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000149] [CE 4.566 (4.309)] [KD 3.503 (3.431)] +2024-10-13 22:41:29,654 - Train: 87.15% [1090300/1251000] [871.5/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.000149] [CE 3.963 (4.250)] [KD 3.270 (3.357)] +2024-10-13 22:41:37,170 - Train: 87.16% [1090350/1251000] [871.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000149] [CE 4.084 (4.284)] [KD 3.283 (3.407)] +2024-10-13 22:41:44,827 - Train: 87.16% [1090400/1251000] [871.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000149] [CE 3.666 (4.401)] [KD 2.928 (3.450)] +2024-10-13 22:41:52,336 - Train: 87.17% [1090450/1251000] [871.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000149] [CE 4.143 (4.291)] [KD 3.370 (3.348)] +2024-10-13 22:41:59,978 - Train: 87.17% [1090500/1251000] [871.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000149] [CE 4.322 (4.310)] [KD 3.451 (3.375)] +2024-10-13 22:42:07,418 - Train: 87.17% [1090550/1251000] [871.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000149] [CE 3.817 (4.342)] [KD 3.263 (3.394)] +2024-10-13 22:42:14,817 - Train: 87.18% [1090600/1251000] [871.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000149] [CE 4.552 (4.395)] [KD 3.520 (3.410)] +2024-10-13 22:42:22,332 - Train: 87.18% [1090650/1251000] [871.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.007] [optim_t 0.142] [lr 0.000149] [CE 4.103 (4.266)] [KD 3.339 (3.379)] +2024-10-13 22:42:30,145 - Train: 87.19% [1090700/1251000] [871.9/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.000149] [CE 4.408 (4.316)] [KD 3.434 (3.387)] +2024-10-13 22:42:37,555 - Train: 87.19% [1090750/1251000] [871.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.000149] [CE 4.705 (4.327)] [KD 3.857 (3.447)] +2024-10-13 22:42:45,237 - Train: 87.19% [1090800/1251000] [871.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000149] [CE 4.666 (4.349)] [KD 3.468 (3.411)] +2024-10-13 22:42:52,790 - Train: 87.20% [1090850/1251000] [872.0/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000148] [CE 4.845 (4.284)] [KD 3.646 (3.387)] +2024-10-13 22:43:01,811 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37311] [top5_cnt 46063] [top_all 50000] +2024-10-13 22:43:01,812 - net: 74.622 (92.126) +2024-10-13 22:43:07,674 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.101)] [top1_cnt 37922] [top5_cnt 46310] [top_all 50000] +2024-10-13 22:43:07,674 - net_E: 75.844 (92.620) +2024-10-13 22:43:07,835 - Max [top1: 74.622 (epoch: 872)] [top1-ema: 75.874 (epoch: 870)] +2024-10-13 22:43:07,835 - ==> Total time: 2 days, 0:55:58 Eta: 7:10:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 22:43:15,255 - Train: 87.20% [1090900/1251000] [872.0/1000.0] [batch_t 0.144 (0.164)] [data_t 0.003] [optim_t 0.141] [lr 0.000148] [CE 3.995 (4.282)] [KD 3.009 (3.346)] +2024-10-13 22:43:22,929 - Train: 87.21% [1090950/1251000] [872.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000148] [CE 4.287 (4.267)] [KD 3.066 (3.352)] +2024-10-13 22:43:30,492 - Train: 87.21% [1091000/1251000] [872.1/1000.0] [batch_t 0.154 (0.151)] [data_t 0.006] [optim_t 0.148] [lr 0.000148] [CE 4.313 (4.253)] [KD 3.237 (3.349)] +2024-10-13 22:43:38,064 - Train: 87.21% [1091050/1251000] [872.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000148] [CE 4.349 (4.301)] [KD 3.298 (3.370)] +2024-10-13 22:43:45,824 - Train: 87.22% [1091100/1251000] [872.2/1000.0] [batch_t 0.143 (0.155)] [data_t 0.004] [optim_t 0.139] [lr 0.000148] [CE 3.912 (4.393)] [KD 3.056 (3.426)] +2024-10-13 22:43:53,611 - Train: 87.22% [1091150/1251000] [872.2/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000148] [CE 4.056 (4.291)] [KD 3.344 (3.384)] +2024-10-13 22:44:01,049 - Train: 87.23% [1091200/1251000] [872.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000148] [CE 4.206 (4.253)] [KD 3.370 (3.330)] +2024-10-13 22:44:08,578 - Train: 87.23% [1091250/1251000] [872.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000148] [CE 4.899 (4.312)] [KD 3.584 (3.380)] +2024-10-13 22:44:15,995 - Train: 87.23% [1091300/1251000] [872.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.000148] [CE 3.783 (4.319)] [KD 2.989 (3.364)] +2024-10-13 22:44:23,742 - Train: 87.24% [1091350/1251000] [872.4/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.000148] [CE 4.146 (4.230)] [KD 3.256 (3.343)] +2024-10-13 22:44:31,202 - Train: 87.24% [1091400/1251000] [872.4/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000148] [CE 4.205 (4.340)] [KD 3.239 (3.418)] +2024-10-13 22:44:38,903 - Train: 87.25% [1091450/1251000] [872.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000148] [CE 4.322 (4.333)] [KD 3.512 (3.411)] +2024-10-13 22:44:46,324 - Train: 87.25% [1091500/1251000] [872.5/1000.0] [batch_t 0.158 (0.148)] [data_t 0.004] [optim_t 0.154] [lr 0.000148] [CE 3.993 (4.260)] [KD 3.205 (3.350)] +2024-10-13 22:44:53,883 - Train: 87.25% [1091550/1251000] [872.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000147] [CE 4.086 (4.259)] [KD 3.328 (3.365)] +2024-10-13 22:45:01,673 - Train: 87.26% [1091600/1251000] [872.6/1000.0] [batch_t 0.277 (0.156)] [data_t 0.003] [optim_t 0.274] [lr 0.000147] [CE 3.811 (4.265)] [KD 3.210 (3.385)] +2024-10-13 22:45:09,270 - Train: 87.26% [1091650/1251000] [872.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000147] [CE 4.378 (4.279)] [KD 3.464 (3.390)] +2024-10-13 22:45:16,860 - Train: 87.27% [1091700/1251000] [872.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000147] [CE 3.712 (4.201)] [KD 3.112 (3.301)] +2024-10-13 22:45:24,283 - Train: 87.27% [1091750/1251000] [872.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000147] [CE 3.839 (4.170)] [KD 3.163 (3.295)] +2024-10-13 22:45:31,949 - Train: 87.27% [1091800/1251000] [872.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000147] [CE 3.867 (4.260)] [KD 3.105 (3.363)] +2024-10-13 22:45:39,553 - Train: 87.28% [1091850/1251000] [872.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000147] [CE 4.315 (4.367)] [KD 3.494 (3.424)] +2024-10-13 22:45:47,289 - Train: 87.28% [1091900/1251000] [872.8/1000.0] [batch_t 0.158 (0.155)] [data_t 0.003] [optim_t 0.155] [lr 0.000147] [CE 4.256 (4.251)] [KD 3.313 (3.346)] +2024-10-13 22:45:54,843 - Train: 87.29% [1091950/1251000] [872.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000147] [CE 3.912 (4.288)] [KD 3.150 (3.385)] +2024-10-13 22:46:02,507 - Train: 87.29% [1092000/1251000] [872.9/1000.0] [batch_t 0.164 (0.153)] [data_t 0.003] [optim_t 0.161] [lr 0.000147] [CE 4.270 (4.328)] [KD 3.431 (3.418)] +2024-10-13 22:46:09,995 - Train: 87.29% [1092050/1251000] [872.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000147] [CE 4.312 (4.224)] [KD 3.492 (3.347)] +2024-10-13 22:46:17,500 - Train: 87.30% [1092100/1251000] [873.0/1000.0] [batch_t 0.142 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.000147] [CE 4.634 (4.363)] [KD 3.342 (3.401)] +2024-10-13 22:46:26,578 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 36941] [top5_cnt 45788] [top_all 50000] +2024-10-13 22:46:26,578 - net: 73.882 (91.576) +2024-10-13 22:46:32,423 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.101)] [top1_cnt 37923] [top5_cnt 46325] [top_all 50000] +2024-10-13 22:46:32,424 - net_E: 75.846 (92.650) +2024-10-13 22:46:32,715 - Max [top1: 74.622 (epoch: 872)] [top1-ema: 75.874 (epoch: 870)] +2024-10-13 22:46:32,715 - ==> Total time: 2 days, 0:59:23 Eta: 7:07:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 22:46:38,606 - Train: 87.30% [1092150/1251000] [873.0/1000.0] [batch_t 0.148 (0.161)] [data_t 0.004] [optim_t 0.144] [lr 0.000147] [CE 3.925 (4.287)] [KD 3.344 (3.385)] +2024-10-13 22:46:46,554 - Train: 87.31% [1092200/1251000] [873.1/1000.0] [batch_t 0.155 (0.159)] [data_t 0.003] [optim_t 0.152] [lr 0.000147] [CE 4.229 (4.414)] [KD 3.235 (3.423)] +2024-10-13 22:46:54,244 - Train: 87.31% [1092250/1251000] [873.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000146] [CE 4.540 (4.262)] [KD 3.534 (3.334)] +2024-10-13 22:47:01,979 - Train: 87.31% [1092300/1251000] [873.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.006] [optim_t 0.144] [lr 0.000146] [CE 4.072 (4.248)] [KD 2.990 (3.335)] +2024-10-13 22:47:09,505 - Train: 87.32% [1092350/1251000] [873.2/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.000146] [CE 4.659 (4.341)] [KD 3.476 (3.422)] +2024-10-13 22:47:17,012 - Train: 87.32% [1092400/1251000] [873.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000146] [CE 4.400 (4.279)] [KD 3.710 (3.357)] +2024-10-13 22:47:24,637 - Train: 87.33% [1092450/1251000] [873.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000146] [CE 4.435 (4.294)] [KD 3.452 (3.377)] +2024-10-13 22:47:32,140 - Train: 87.33% [1092500/1251000] [873.3/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.000146] [CE 3.906 (4.262)] [KD 3.131 (3.347)] +2024-10-13 22:47:40,084 - Train: 87.33% [1092550/1251000] [873.3/1000.0] [batch_t 0.146 (0.159)] [data_t 0.005] [optim_t 0.140] [lr 0.000146] [CE 4.382 (4.229)] [KD 3.265 (3.313)] +2024-10-13 22:47:47,707 - Train: 87.34% [1092600/1251000] [873.4/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.000146] [CE 3.893 (4.235)] [KD 3.058 (3.322)] +2024-10-13 22:47:55,366 - Train: 87.34% [1092650/1251000] [873.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000146] [CE 4.026 (4.260)] [KD 3.313 (3.352)] +2024-10-13 22:48:03,061 - Train: 87.35% [1092700/1251000] [873.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.006] [optim_t 0.147] [lr 0.000146] [CE 4.688 (4.331)] [KD 3.693 (3.409)] +2024-10-13 22:48:10,681 - Train: 87.35% [1092750/1251000] [873.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000146] [CE 4.217 (4.244)] [KD 3.377 (3.336)] +2024-10-13 22:48:18,277 - Train: 87.35% [1092800/1251000] [873.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000146] [CE 4.038 (4.307)] [KD 3.290 (3.405)] +2024-10-13 22:48:25,978 - Train: 87.36% [1092850/1251000] [873.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000146] [CE 4.356 (4.274)] [KD 3.565 (3.370)] +2024-10-13 22:48:33,499 - Train: 87.36% [1092900/1251000] [873.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000146] [CE 4.248 (4.307)] [KD 3.151 (3.379)] +2024-10-13 22:48:40,997 - Train: 87.37% [1092950/1251000] [873.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000145] [CE 4.429 (4.213)] [KD 3.485 (3.371)] +2024-10-13 22:48:48,573 - Train: 87.37% [1093000/1251000] [873.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000145] [CE 3.786 (4.193)] [KD 3.032 (3.356)] +2024-10-13 22:48:56,146 - Train: 87.37% [1093050/1251000] [873.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000145] [CE 3.919 (4.344)] [KD 3.053 (3.426)] +2024-10-13 22:49:04,089 - Train: 87.38% [1093100/1251000] [873.8/1000.0] [batch_t 0.150 (0.159)] [data_t 0.006] [optim_t 0.144] [lr 0.000145] [CE 4.567 (4.284)] [KD 3.593 (3.404)] +2024-10-13 22:49:11,786 - Train: 87.38% [1093150/1251000] [873.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000145] [CE 4.448 (4.305)] [KD 3.357 (3.394)] +2024-10-13 22:49:19,214 - Train: 87.39% [1093200/1251000] [873.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000145] [CE 3.857 (4.276)] [KD 3.084 (3.377)] +2024-10-13 22:49:26,646 - Train: 87.39% [1093250/1251000] [873.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.000145] [CE 4.038 (4.324)] [KD 3.352 (3.380)] +2024-10-13 22:49:34,171 - Train: 87.39% [1093300/1251000] [873.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000145] [CE 4.255 (4.234)] [KD 3.348 (3.342)] +2024-10-13 22:49:41,611 - Train: 87.40% [1093350/1251000] [874.0/1000.0] [batch_t 0.157 (0.149)] [data_t 0.003] [optim_t 0.154] [lr 0.000145] [CE 4.083 (4.288)] [KD 3.211 (3.368)] +2024-10-13 22:49:51,056 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 37239] [top5_cnt 46013] [top_all 50000] +2024-10-13 22:49:51,057 - net: 74.478 (92.026) +2024-10-13 22:49:57,017 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37955] [top5_cnt 46327] [top_all 50000] +2024-10-13 22:49:57,017 - net_E: 75.910 (92.654) +2024-10-13 22:49:57,195 - Max [top1: 74.622 (epoch: 872)] [top1-ema: 75.910 (epoch: 874)] +2024-10-13 22:49:57,195 - ==> Total time: 2 days, 1:02:48 Eta: 7:04:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 22:50:04,239 - Train: 87.40% [1093400/1251000] [874.0/1000.0] [batch_t 0.149 (0.178)] [data_t 0.005] [optim_t 0.144] [lr 0.000145] [CE 4.529 (4.252)] [KD 3.447 (3.331)] +2024-10-13 22:50:12,183 - Train: 87.41% [1093450/1251000] [874.1/1000.0] [batch_t 0.148 (0.159)] [data_t 0.005] [optim_t 0.143] [lr 0.000145] [CE 4.065 (4.264)] [KD 3.168 (3.346)] +2024-10-13 22:50:19,788 - Train: 87.41% [1093500/1251000] [874.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000145] [CE 3.894 (4.281)] [KD 3.023 (3.353)] +2024-10-13 22:50:27,292 - Train: 87.41% [1093550/1251000] [874.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000145] [CE 3.843 (4.261)] [KD 2.954 (3.382)] +2024-10-13 22:50:34,916 - Train: 87.42% [1093600/1251000] [874.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000145] [CE 4.429 (4.226)] [KD 3.385 (3.340)] +2024-10-13 22:50:42,480 - Train: 87.42% [1093650/1251000] [874.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000144] [CE 4.822 (4.312)] [KD 3.580 (3.381)] +2024-10-13 22:50:50,169 - Train: 87.43% [1093700/1251000] [874.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000144] [CE 4.515 (4.298)] [KD 3.414 (3.379)] +2024-10-13 22:50:57,886 - Train: 87.43% [1093750/1251000] [874.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000144] [CE 4.507 (4.275)] [KD 3.384 (3.363)] +2024-10-13 22:51:05,391 - Train: 87.43% [1093800/1251000] [874.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.000144] [CE 4.249 (4.255)] [KD 3.330 (3.362)] +2024-10-13 22:51:13,229 - Train: 87.44% [1093850/1251000] [874.4/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.000144] [CE 3.853 (4.296)] [KD 3.407 (3.359)] +2024-10-13 22:51:20,716 - Train: 87.44% [1093900/1251000] [874.4/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.000144] [CE 4.254 (4.201)] [KD 3.304 (3.331)] +2024-10-13 22:51:28,287 - Train: 87.45% [1093950/1251000] [874.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000144] [CE 4.253 (4.281)] [KD 3.267 (3.377)] +2024-10-13 22:51:35,948 - Train: 87.45% [1094000/1251000] [874.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.000144] [CE 3.981 (4.253)] [KD 3.307 (3.352)] +2024-10-13 22:51:43,572 - Train: 87.45% [1094050/1251000] [874.5/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.000144] [CE 4.007 (4.333)] [KD 3.254 (3.390)] +2024-10-13 22:51:51,043 - Train: 87.46% [1094100/1251000] [874.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000144] [CE 4.160 (4.246)] [KD 3.245 (3.354)] +2024-10-13 22:51:58,756 - Train: 87.46% [1094150/1251000] [874.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000144] [CE 4.243 (4.227)] [KD 3.330 (3.324)] +2024-10-13 22:52:06,498 - Train: 87.47% [1094200/1251000] [874.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000144] [CE 4.140 (4.289)] [KD 3.355 (3.363)] +2024-10-13 22:52:14,076 - Train: 87.47% [1094250/1251000] [874.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000144] [CE 4.222 (4.247)] [KD 3.516 (3.357)] +2024-10-13 22:52:21,997 - Train: 87.47% [1094300/1251000] [874.7/1000.0] [batch_t 0.146 (0.158)] [data_t 0.005] [optim_t 0.141] [lr 0.000144] [CE 4.153 (4.282)] [KD 3.478 (3.381)] +2024-10-13 22:52:29,518 - Train: 87.48% [1094350/1251000] [874.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.000143] [CE 4.162 (4.250)] [KD 3.288 (3.325)] +2024-10-13 22:52:36,984 - Train: 87.48% [1094400/1251000] [874.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.006] [optim_t 0.139] [lr 0.000143] [CE 4.083 (4.279)] [KD 3.240 (3.341)] +2024-10-13 22:52:44,560 - Train: 87.49% [1094450/1251000] [874.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.008] [optim_t 0.140] [lr 0.000143] [CE 4.248 (4.270)] [KD 3.382 (3.372)] +2024-10-13 22:52:52,013 - Train: 87.49% [1094500/1251000] [874.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000143] [CE 4.588 (4.255)] [KD 3.312 (3.346)] +2024-10-13 22:52:59,550 - Train: 87.49% [1094550/1251000] [874.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000143] [CE 4.509 (4.252)] [KD 3.649 (3.343)] +2024-10-13 22:53:07,441 - Train: 87.50% [1094600/1251000] [875.0/1000.0] [batch_t 0.148 (0.158)] [data_t 0.003] [optim_t 0.144] [lr 0.000143] [CE 4.616 (4.338)] [KD 3.678 (3.390)] +2024-10-13 22:53:16,751 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 37077] [top5_cnt 45808] [top_all 50000] +2024-10-13 22:53:16,752 - net: 74.154 (91.616) +2024-10-13 22:53:22,596 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 37945] [top5_cnt 46313] [top_all 50000] +2024-10-13 22:53:22,597 - net_E: 75.890 (92.626) +2024-10-13 22:53:22,759 - Max [top1: 74.622 (epoch: 872)] [top1-ema: 75.910 (epoch: 874)] +2024-10-13 22:53:22,759 - ==> Total time: 2 days, 1:06:13 Eta: 7:00:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 22:53:28,703 - Train: 87.50% [1094650/1251000] [875.0/1000.0] [batch_t 0.146 (0.170)] [data_t 0.005] [optim_t 0.141] [lr 0.000143] [CE 4.558 (4.303)] [KD 3.645 (3.330)] +2024-10-13 22:53:36,425 - Train: 87.51% [1094700/1251000] [875.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000143] [CE 4.144 (4.293)] [KD 3.300 (3.364)] +2024-10-13 22:53:44,098 - Train: 87.51% [1094750/1251000] [875.1/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.153] [lr 0.000143] [CE 4.256 (4.276)] [KD 3.512 (3.347)] +2024-10-13 22:53:51,661 - Train: 87.51% [1094800/1251000] [875.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000143] [CE 3.949 (4.258)] [KD 3.266 (3.336)] +2024-10-13 22:53:59,117 - Train: 87.52% [1094850/1251000] [875.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000143] [CE 4.484 (4.308)] [KD 3.521 (3.346)] +2024-10-13 22:54:06,747 - Train: 87.52% [1094900/1251000] [875.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000143] [CE 4.479 (4.233)] [KD 3.320 (3.311)] +2024-10-13 22:54:14,304 - Train: 87.53% [1094950/1251000] [875.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000143] [CE 3.855 (4.237)] [KD 3.234 (3.363)] +2024-10-13 22:54:22,052 - Train: 87.53% [1095000/1251000] [875.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000143] [CE 4.281 (4.306)] [KD 3.387 (3.350)] +2024-10-13 22:54:29,603 - Train: 87.53% [1095050/1251000] [875.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000142] [CE 4.032 (4.280)] [KD 3.056 (3.359)] +2024-10-13 22:54:37,345 - Train: 87.54% [1095100/1251000] [875.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000142] [CE 4.336 (4.191)] [KD 3.403 (3.312)] +2024-10-13 22:54:44,891 - Train: 87.54% [1095150/1251000] [875.4/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000142] [CE 3.665 (4.251)] [KD 2.841 (3.314)] +2024-10-13 22:54:52,355 - Train: 87.55% [1095200/1251000] [875.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.000142] [CE 4.725 (4.344)] [KD 3.524 (3.388)] +2024-10-13 22:54:59,932 - Train: 87.55% [1095250/1251000] [875.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000142] [CE 4.417 (4.290)] [KD 3.293 (3.362)] +2024-10-13 22:55:07,605 - Train: 87.55% [1095300/1251000] [875.5/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.000142] [CE 4.688 (4.250)] [KD 3.699 (3.347)] +2024-10-13 22:55:15,076 - Train: 87.56% [1095350/1251000] [875.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000142] [CE 4.128 (4.291)] [KD 3.182 (3.379)] +2024-10-13 22:55:22,566 - Train: 87.56% [1095400/1251000] [875.6/1000.0] [batch_t 0.153 (0.150)] [data_t 0.006] [optim_t 0.147] [lr 0.000142] [CE 4.136 (4.210)] [KD 3.286 (3.340)] +2024-10-13 22:55:30,368 - Train: 87.57% [1095450/1251000] [875.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.000142] [CE 4.027 (4.250)] [KD 3.260 (3.336)] +2024-10-13 22:55:38,034 - Train: 87.57% [1095500/1251000] [875.7/1000.0] [batch_t 0.262 (0.153)] [data_t 0.004] [optim_t 0.258] [lr 0.000142] [CE 4.205 (4.318)] [KD 3.330 (3.363)] +2024-10-13 22:55:45,472 - Train: 87.57% [1095550/1251000] [875.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000142] [CE 4.235 (4.235)] [KD 3.319 (3.309)] +2024-10-13 22:55:53,122 - Train: 87.58% [1095600/1251000] [875.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000142] [CE 4.405 (4.301)] [KD 3.411 (3.390)] +2024-10-13 22:56:00,517 - Train: 87.58% [1095650/1251000] [875.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000142] [CE 3.872 (4.239)] [KD 3.230 (3.345)] +2024-10-13 22:56:07,985 - Train: 87.59% [1095700/1251000] [875.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.007] [optim_t 0.144] [lr 0.000142] [CE 4.505 (4.251)] [KD 3.473 (3.332)] +2024-10-13 22:56:15,685 - Train: 87.59% [1095750/1251000] [875.9/1000.0] [batch_t 0.155 (0.154)] [data_t 0.007] [optim_t 0.148] [lr 0.000141] [CE 4.698 (4.284)] [KD 3.839 (3.381)] +2024-10-13 22:56:23,110 - Train: 87.59% [1095800/1251000] [875.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.000141] [CE 4.424 (4.241)] [KD 3.293 (3.353)] +2024-10-13 22:56:30,775 - Train: 87.60% [1095850/1251000] [876.0/1000.0] [batch_t 0.153 (0.153)] [data_t 0.007] [optim_t 0.146] [lr 0.000141] [CE 4.587 (4.333)] [KD 3.430 (3.362)] +2024-10-13 22:56:40,340 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 37343] [top5_cnt 46003] [top_all 50000] +2024-10-13 22:56:40,340 - net: 74.686 (92.006) +2024-10-13 22:56:46,085 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.100)] [top1_cnt 37957] [top5_cnt 46333] [top_all 50000] +2024-10-13 22:56:46,086 - net_E: 75.914 (92.666) +2024-10-13 22:56:46,260 - Max [top1: 74.686 (epoch: 876)] [top1-ema: 75.914 (epoch: 876)] +2024-10-13 22:56:46,261 - ==> Total time: 2 days, 1:09:37 Eta: 6:57:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 22:56:54,346 - Train: 87.60% [1095900/1251000] [876.0/1000.0] [batch_t 0.146 (0.169)] [data_t 0.005] [optim_t 0.141] [lr 0.000141] [CE 4.022 (4.143)] [KD 3.326 (3.274)] +2024-10-13 22:57:02,288 - Train: 87.61% [1095950/1251000] [876.1/1000.0] [batch_t 0.166 (0.159)] [data_t 0.005] [optim_t 0.161] [lr 0.000141] [CE 4.345 (4.270)] [KD 3.125 (3.353)] +2024-10-13 22:57:09,831 - Train: 87.61% [1096000/1251000] [876.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000141] [CE 3.991 (4.293)] [KD 3.239 (3.348)] +2024-10-13 22:57:17,428 - Train: 87.61% [1096050/1251000] [876.1/1000.0] [batch_t 0.157 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.000141] [CE 4.423 (4.287)] [KD 3.429 (3.331)] +2024-10-13 22:57:25,019 - Train: 87.62% [1096100/1251000] [876.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000141] [CE 3.629 (4.317)] [KD 2.994 (3.347)] +2024-10-13 22:57:32,445 - Train: 87.62% [1096150/1251000] [876.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000141] [CE 4.923 (4.253)] [KD 3.614 (3.312)] +2024-10-13 22:57:40,057 - Train: 87.63% [1096200/1251000] [876.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000141] [CE 3.748 (4.286)] [KD 3.215 (3.345)] +2024-10-13 22:57:47,815 - Train: 87.63% [1096250/1251000] [876.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000141] [CE 4.501 (4.339)] [KD 3.454 (3.379)] +2024-10-13 22:57:55,635 - Train: 87.63% [1096300/1251000] [876.3/1000.0] [batch_t 0.157 (0.156)] [data_t 0.004] [optim_t 0.153] [lr 0.000141] [CE 4.038 (4.247)] [KD 3.148 (3.339)] +2024-10-13 22:58:03,346 - Train: 87.64% [1096350/1251000] [876.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000141] [CE 4.553 (4.286)] [KD 3.489 (3.325)] +2024-10-13 22:58:10,860 - Train: 87.64% [1096400/1251000] [876.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000141] [CE 4.502 (4.239)] [KD 3.438 (3.313)] +2024-10-13 22:58:18,370 - Train: 87.65% [1096450/1251000] [876.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000140] [CE 3.992 (4.351)] [KD 3.340 (3.412)] +2024-10-13 22:58:25,792 - Train: 87.65% [1096500/1251000] [876.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.000140] [CE 4.037 (4.367)] [KD 3.198 (3.391)] +2024-10-13 22:58:33,494 - Train: 87.65% [1096550/1251000] [876.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000140] [CE 3.988 (4.306)] [KD 2.938 (3.366)] +2024-10-13 22:58:41,206 - Train: 87.66% [1096600/1251000] [876.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000140] [CE 4.289 (4.282)] [KD 3.500 (3.352)] +2024-10-13 22:58:48,740 - Train: 87.66% [1096650/1251000] [876.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000140] [CE 4.306 (4.367)] [KD 3.350 (3.401)] +2024-10-13 22:58:56,507 - Train: 87.67% [1096700/1251000] [876.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000140] [CE 4.609 (4.255)] [KD 3.816 (3.344)] +2024-10-13 22:59:04,128 - Train: 87.67% [1096750/1251000] [876.7/1000.0] [batch_t 0.158 (0.152)] [data_t 0.005] [optim_t 0.153] [lr 0.000140] [CE 4.005 (4.282)] [KD 3.089 (3.361)] +2024-10-13 22:59:11,882 - Train: 87.67% [1096800/1251000] [876.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000140] [CE 4.536 (4.264)] [KD 3.611 (3.337)] +2024-10-13 22:59:19,397 - Train: 87.68% [1096850/1251000] [876.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000140] [CE 3.946 (4.322)] [KD 3.144 (3.368)] +2024-10-13 22:59:26,940 - Train: 87.68% [1096900/1251000] [876.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000140] [CE 4.426 (4.305)] [KD 3.454 (3.358)] +2024-10-13 22:59:34,473 - Train: 87.69% [1096950/1251000] [876.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000140] [CE 3.968 (4.236)] [KD 3.217 (3.319)] +2024-10-13 22:59:42,173 - Train: 87.69% [1097000/1251000] [876.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.000140] [CE 4.471 (4.263)] [KD 3.689 (3.358)] +2024-10-13 22:59:49,602 - Train: 87.69% [1097050/1251000] [876.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000140] [CE 4.729 (4.299)] [KD 3.690 (3.398)] +2024-10-13 22:59:57,271 - Train: 87.70% [1097100/1251000] [877.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.000140] [CE 4.499 (4.343)] [KD 3.377 (3.378)] +2024-10-13 23:00:07,246 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.110)] [top1_cnt 36704] [top5_cnt 45652] [top_all 50000] +2024-10-13 23:00:07,247 - net: 73.408 (91.304) +2024-10-13 23:00:13,105 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37961] [top5_cnt 46304] [top_all 50000] +2024-10-13 23:00:13,106 - net_E: 75.922 (92.608) +2024-10-13 23:00:13,265 - Max [top1: 74.686 (epoch: 876)] [top1-ema: 75.922 (epoch: 877)] +2024-10-13 23:00:13,266 - ==> Total time: 2 days, 1:13:04 Eta: 6:54:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 23:00:19,787 - Train: 87.70% [1097150/1251000] [877.0/1000.0] [batch_t 0.148 (0.165)] [data_t 0.005] [optim_t 0.143] [lr 0.000139] [CE 4.309 (4.286)] [KD 3.272 (3.356)] +2024-10-13 23:00:27,528 - Train: 87.71% [1097200/1251000] [877.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000139] [CE 4.425 (4.270)] [KD 3.536 (3.340)] +2024-10-13 23:00:35,045 - Train: 87.71% [1097250/1251000] [877.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.007] [optim_t 0.143] [lr 0.000139] [CE 4.598 (4.266)] [KD 3.533 (3.313)] +2024-10-13 23:00:42,656 - Train: 87.71% [1097300/1251000] [877.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000139] [CE 4.360 (4.241)] [KD 3.458 (3.324)] +2024-10-13 23:00:50,151 - Train: 87.72% [1097350/1251000] [877.2/1000.0] [batch_t 0.155 (0.150)] [data_t 0.006] [optim_t 0.149] [lr 0.000139] [CE 4.217 (4.305)] [KD 3.462 (3.333)] +2024-10-13 23:00:57,875 - Train: 87.72% [1097400/1251000] [877.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000139] [CE 4.130 (4.320)] [KD 3.253 (3.366)] +2024-10-13 23:01:05,510 - Train: 87.73% [1097450/1251000] [877.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000139] [CE 3.779 (4.373)] [KD 3.140 (3.402)] +2024-10-13 23:01:13,284 - Train: 87.73% [1097500/1251000] [877.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000139] [CE 4.550 (4.256)] [KD 3.718 (3.326)] +2024-10-13 23:01:21,025 - Train: 87.73% [1097550/1251000] [877.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.000139] [CE 3.930 (4.247)] [KD 3.024 (3.327)] +2024-10-13 23:01:28,649 - Train: 87.74% [1097600/1251000] [877.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.000139] [CE 4.410 (4.313)] [KD 3.404 (3.353)] +2024-10-13 23:01:36,115 - Train: 87.74% [1097650/1251000] [877.4/1000.0] [batch_t 0.156 (0.149)] [data_t 0.003] [optim_t 0.153] [lr 0.000139] [CE 4.017 (4.289)] [KD 3.270 (3.338)] +2024-10-13 23:01:43,717 - Train: 87.75% [1097700/1251000] [877.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000139] [CE 4.396 (4.254)] [KD 3.307 (3.358)] +2024-10-13 23:01:51,341 - Train: 87.75% [1097750/1251000] [877.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000139] [CE 4.217 (4.227)] [KD 3.346 (3.318)] +2024-10-13 23:01:58,830 - Train: 87.75% [1097800/1251000] [877.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000139] [CE 4.125 (4.326)] [KD 3.312 (3.364)] +2024-10-13 23:02:06,570 - Train: 87.76% [1097850/1251000] [877.6/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000138] [CE 3.912 (4.339)] [KD 3.212 (3.366)] +2024-10-13 23:02:14,010 - Train: 87.76% [1097900/1251000] [877.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.007] [optim_t 0.143] [lr 0.000138] [CE 4.427 (4.326)] [KD 3.507 (3.357)] +2024-10-13 23:02:21,824 - Train: 87.77% [1097950/1251000] [877.7/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000138] [CE 4.148 (4.293)] [KD 3.372 (3.359)] +2024-10-13 23:02:29,247 - Train: 87.77% [1098000/1251000] [877.7/1000.0] [batch_t 0.154 (0.148)] [data_t 0.005] [optim_t 0.149] [lr 0.000138] [CE 4.464 (4.330)] [KD 3.434 (3.387)] +2024-10-13 23:02:36,808 - Train: 87.77% [1098050/1251000] [877.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000138] [CE 4.210 (4.332)] [KD 3.310 (3.359)] +2024-10-13 23:02:44,371 - Train: 87.78% [1098100/1251000] [877.8/1000.0] [batch_t 0.289 (0.151)] [data_t 0.003] [optim_t 0.286] [lr 0.000138] [CE 4.289 (4.294)] [KD 3.361 (3.341)] +2024-10-13 23:02:51,901 - Train: 87.78% [1098150/1251000] [877.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000138] [CE 3.945 (4.246)] [KD 3.277 (3.337)] +2024-10-13 23:02:59,408 - Train: 87.79% [1098200/1251000] [877.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.000138] [CE 4.382 (4.247)] [KD 3.438 (3.359)] +2024-10-13 23:03:07,033 - Train: 87.79% [1098250/1251000] [877.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000138] [CE 3.682 (4.280)] [KD 3.046 (3.361)] +2024-10-13 23:03:14,662 - Train: 87.79% [1098300/1251000] [877.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000138] [CE 4.501 (4.258)] [KD 3.505 (3.311)] +2024-10-13 23:03:22,186 - Train: 87.80% [1098350/1251000] [878.0/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000138] [CE 4.687 (4.329)] [KD 3.550 (3.394)] +2024-10-13 23:03:32,210 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 37238] [top5_cnt 45878] [top_all 50000] +2024-10-13 23:03:32,210 - net: 74.476 (91.756) +2024-10-13 23:03:38,109 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37947] [top5_cnt 46287] [top_all 50000] +2024-10-13 23:03:38,110 - net_E: 75.894 (92.574) +2024-10-13 23:03:38,281 - Max [top1: 74.686 (epoch: 876)] [top1-ema: 75.922 (epoch: 877)] +2024-10-13 23:03:38,281 - ==> Total time: 2 days, 1:16:29 Eta: 6:50:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 23:03:43,570 - Train: 87.80% [1098400/1251000] [878.0/1000.0] [batch_t 0.148 (0.168)] [data_t 0.004] [optim_t 0.145] [lr 0.000138] [CE 3.971 (4.263)] [KD 3.040 (3.316)] +2024-10-13 23:03:51,128 - Train: 87.81% [1098450/1251000] [878.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000138] [CE 4.426 (4.250)] [KD 3.548 (3.315)] +2024-10-13 23:03:58,552 - Train: 87.81% [1098500/1251000] [878.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000138] [CE 4.385 (4.322)] [KD 3.477 (3.385)] +2024-10-13 23:04:06,126 - Train: 87.81% [1098550/1251000] [878.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000138] [CE 4.447 (4.267)] [KD 3.560 (3.359)] +2024-10-13 23:04:13,683 - Train: 87.82% [1098600/1251000] [878.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000137] [CE 4.211 (4.251)] [KD 3.435 (3.346)] +2024-10-13 23:04:21,134 - Train: 87.82% [1098650/1251000] [878.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000137] [CE 4.419 (4.311)] [KD 3.373 (3.381)] +2024-10-13 23:04:28,869 - Train: 87.83% [1098700/1251000] [878.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000137] [CE 4.808 (4.276)] [KD 3.722 (3.331)] +2024-10-13 23:04:36,451 - Train: 87.83% [1098750/1251000] [878.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000137] [CE 4.436 (4.237)] [KD 3.138 (3.327)] +2024-10-13 23:04:44,177 - Train: 87.83% [1098800/1251000] [878.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000137] [CE 4.230 (4.265)] [KD 3.202 (3.334)] +2024-10-13 23:04:51,601 - Train: 87.84% [1098850/1251000] [878.4/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000137] [CE 4.641 (4.334)] [KD 3.376 (3.383)] +2024-10-13 23:04:59,264 - Train: 87.84% [1098900/1251000] [878.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000137] [CE 4.220 (4.327)] [KD 3.281 (3.358)] +2024-10-13 23:05:06,862 - Train: 87.85% [1098950/1251000] [878.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000137] [CE 4.799 (4.315)] [KD 3.692 (3.329)] +2024-10-13 23:05:14,288 - Train: 87.85% [1099000/1251000] [878.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000137] [CE 4.343 (4.283)] [KD 3.252 (3.331)] +2024-10-13 23:05:21,734 - Train: 87.85% [1099050/1251000] [878.5/1000.0] [batch_t 0.151 (0.149)] [data_t 0.007] [optim_t 0.144] [lr 0.000137] [CE 4.284 (4.338)] [KD 3.593 (3.388)] +2024-10-13 23:05:29,212 - Train: 87.86% [1099100/1251000] [878.6/1000.0] [batch_t 0.155 (0.149)] [data_t 0.004] [optim_t 0.151] [lr 0.000137] [CE 4.349 (4.282)] [KD 3.339 (3.333)] +2024-10-13 23:05:37,018 - Train: 87.86% [1099150/1251000] [878.6/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000137] [CE 4.480 (4.226)] [KD 3.424 (3.309)] +2024-10-13 23:05:44,770 - Train: 87.87% [1099200/1251000] [878.7/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000137] [CE 3.728 (4.215)] [KD 3.049 (3.331)] +2024-10-13 23:05:52,327 - Train: 87.87% [1099250/1251000] [878.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000137] [CE 4.038 (4.281)] [KD 3.278 (3.330)] +2024-10-13 23:06:00,045 - Train: 87.87% [1099300/1251000] [878.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000136] [CE 3.961 (4.328)] [KD 3.261 (3.392)] +2024-10-13 23:06:07,595 - Train: 87.88% [1099350/1251000] [878.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000136] [CE 4.362 (4.255)] [KD 3.321 (3.303)] +2024-10-13 23:06:15,085 - Train: 87.88% [1099400/1251000] [878.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000136] [CE 4.124 (4.304)] [KD 3.433 (3.340)] +2024-10-13 23:06:22,718 - Train: 87.89% [1099450/1251000] [878.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000136] [CE 4.311 (4.283)] [KD 3.412 (3.337)] +2024-10-13 23:06:30,343 - Train: 87.89% [1099500/1251000] [878.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000136] [CE 4.272 (4.298)] [KD 2.997 (3.365)] +2024-10-13 23:06:38,086 - Train: 87.89% [1099550/1251000] [878.9/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.000136] [CE 3.979 (4.353)] [KD 3.250 (3.392)] +2024-10-13 23:06:45,874 - Train: 87.90% [1099600/1251000] [879.0/1000.0] [batch_t 0.155 (0.156)] [data_t 0.003] [optim_t 0.152] [lr 0.000136] [CE 4.432 (4.256)] [KD 3.665 (3.325)] +2024-10-13 23:06:55,844 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37232] [top5_cnt 45951] [top_all 50000] +2024-10-13 23:06:55,845 - net: 74.464 (91.902) +2024-10-13 23:07:01,922 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37961] [top5_cnt 46283] [top_all 50000] +2024-10-13 23:07:01,923 - net_E: 75.922 (92.566) +2024-10-13 23:07:02,070 - Max [top1: 74.686 (epoch: 876)] [top1-ema: 75.922 (epoch: 877)] +2024-10-13 23:07:02,070 - ==> Total time: 2 days, 1:19:53 Eta: 6:47:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 23:07:11,839 - Train: 87.90% [1099650/1251000] [879.0/1000.0] [batch_t 0.147 (0.169)] [data_t 0.002] [optim_t 0.145] [lr 0.000136] [CE 4.072 (4.233)] [KD 3.266 (3.324)] +2024-10-13 23:07:19,400 - Train: 87.91% [1099700/1251000] [879.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000136] [CE 4.004 (4.247)] [KD 3.347 (3.337)] +2024-10-13 23:07:27,185 - Train: 87.91% [1099750/1251000] [879.1/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000136] [CE 4.069 (4.222)] [KD 3.303 (3.275)] +2024-10-13 23:07:34,586 - Train: 87.91% [1099800/1251000] [879.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000136] [CE 3.595 (4.271)] [KD 2.731 (3.319)] +2024-10-13 23:07:42,366 - Train: 87.92% [1099850/1251000] [879.2/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000136] [CE 4.037 (4.243)] [KD 3.135 (3.292)] +2024-10-13 23:07:49,817 - Train: 87.92% [1099900/1251000] [879.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000136] [CE 4.169 (4.248)] [KD 3.412 (3.317)] +2024-10-13 23:07:57,435 - Train: 87.93% [1099950/1251000] [879.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000136] [CE 4.403 (4.192)] [KD 3.487 (3.309)] +2024-10-13 23:08:05,045 - Train: 87.93% [1100000/1251000] [879.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.007] [optim_t 0.141] [lr 0.000135] [CE 3.632 (4.252)] [KD 3.058 (3.309)] +2024-10-13 23:08:12,769 - Train: 87.93% [1100050/1251000] [879.3/1000.0] [batch_t 0.277 (0.154)] [data_t 0.005] [optim_t 0.272] [lr 0.000135] [CE 4.101 (4.323)] [KD 3.245 (3.361)] +2024-10-13 23:08:20,331 - Train: 87.94% [1100100/1251000] [879.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000135] [CE 4.601 (4.251)] [KD 3.347 (3.315)] +2024-10-13 23:08:27,885 - Train: 87.94% [1100150/1251000] [879.4/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000135] [CE 4.059 (4.290)] [KD 3.114 (3.358)] +2024-10-13 23:08:35,483 - Train: 87.95% [1100200/1251000] [879.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000135] [CE 4.478 (4.316)] [KD 3.315 (3.354)] +2024-10-13 23:08:43,028 - Train: 87.95% [1100250/1251000] [879.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000135] [CE 4.227 (4.306)] [KD 3.274 (3.357)] +2024-10-13 23:08:50,433 - Train: 87.95% [1100300/1251000] [879.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.000135] [CE 3.912 (4.300)] [KD 3.326 (3.359)] +2024-10-13 23:08:57,842 - Train: 87.96% [1100350/1251000] [879.6/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000135] [CE 4.210 (4.287)] [KD 3.254 (3.337)] +2024-10-13 23:09:05,575 - Train: 87.96% [1100400/1251000] [879.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000135] [CE 4.519 (4.303)] [KD 3.540 (3.357)] +2024-10-13 23:09:13,306 - Train: 87.97% [1100450/1251000] [879.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000135] [CE 4.467 (4.237)] [KD 3.569 (3.334)] +2024-10-13 23:09:20,953 - Train: 87.97% [1100500/1251000] [879.7/1000.0] [batch_t 0.143 (0.153)] [data_t 0.003] [optim_t 0.140] [lr 0.000135] [CE 4.705 (4.391)] [KD 3.702 (3.403)] +2024-10-13 23:09:28,379 - Train: 87.97% [1100550/1251000] [879.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000135] [CE 4.253 (4.298)] [KD 3.258 (3.340)] +2024-10-13 23:09:36,023 - Train: 87.98% [1100600/1251000] [879.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000135] [CE 4.853 (4.344)] [KD 3.556 (3.337)] +2024-10-13 23:09:43,440 - Train: 87.98% [1100650/1251000] [879.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000135] [CE 4.569 (4.268)] [KD 3.436 (3.308)] +2024-10-13 23:09:50,956 - Train: 87.99% [1100700/1251000] [879.9/1000.0] [batch_t 0.143 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000135] [CE 4.312 (4.198)] [KD 3.276 (3.309)] +2024-10-13 23:09:58,357 - Train: 87.99% [1100750/1251000] [879.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.000134] [CE 4.759 (4.278)] [KD 3.790 (3.341)] +2024-10-13 23:10:05,980 - Train: 87.99% [1100800/1251000] [879.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000134] [CE 4.500 (4.231)] [KD 3.400 (3.286)] +2024-10-13 23:10:13,851 - Train: 88.00% [1100850/1251000] [880.0/1000.0] [batch_t 0.145 (0.157)] [data_t 0.005] [optim_t 0.140] [lr 0.000134] [CE 4.228 (4.217)] [KD 3.250 (3.298)] +2024-10-13 23:10:23,833 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 37407] [top5_cnt 46014] [top_all 50000] +2024-10-13 23:10:23,834 - net: 74.814 (92.028) +2024-10-13 23:10:29,632 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 37947] [top5_cnt 46280] [top_all 50000] +2024-10-13 23:10:29,632 - net_E: 75.894 (92.560) +2024-10-13 23:10:29,795 - Max [top1: 74.814 (epoch: 880)] [top1-ema: 75.922 (epoch: 877)] +2024-10-13 23:10:29,795 - ==> Total time: 2 days, 1:23:20 Eta: 6:44:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 23:10:35,979 - Train: 88.00% [1100900/1251000] [880.0/1000.0] [batch_t 0.146 (0.171)] [data_t 0.005] [optim_t 0.141] [lr 0.000134] [CE 4.026 (4.234)] [KD 3.328 (3.310)] +2024-10-13 23:10:43,456 - Train: 88.01% [1100950/1251000] [880.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000134] [CE 3.886 (4.236)] [KD 3.207 (3.320)] +2024-10-13 23:10:50,854 - Train: 88.01% [1101000/1251000] [880.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.000134] [CE 4.248 (4.300)] [KD 3.416 (3.340)] +2024-10-13 23:10:58,313 - Train: 88.01% [1101050/1251000] [880.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000134] [CE 4.744 (4.247)] [KD 3.618 (3.304)] +2024-10-13 23:11:05,921 - Train: 88.02% [1101100/1251000] [880.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000134] [CE 4.189 (4.267)] [KD 3.336 (3.317)] +2024-10-13 23:11:13,803 - Train: 88.02% [1101150/1251000] [880.2/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000134] [CE 3.905 (4.270)] [KD 3.280 (3.365)] +2024-10-13 23:11:21,452 - Train: 88.03% [1101200/1251000] [880.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000134] [CE 4.098 (4.293)] [KD 3.269 (3.338)] +2024-10-13 23:11:28,996 - Train: 88.03% [1101250/1251000] [880.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000134] [CE 3.917 (4.297)] [KD 3.106 (3.334)] +2024-10-13 23:11:36,547 - Train: 88.03% [1101300/1251000] [880.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000134] [CE 4.432 (4.284)] [KD 3.361 (3.308)] +2024-10-13 23:11:44,000 - Train: 88.04% [1101350/1251000] [880.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000134] [CE 4.283 (4.250)] [KD 3.287 (3.319)] +2024-10-13 23:11:51,531 - Train: 88.04% [1101400/1251000] [880.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000134] [CE 4.060 (4.289)] [KD 2.981 (3.336)] +2024-10-13 23:11:59,060 - Train: 88.05% [1101450/1251000] [880.5/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.000134] [CE 4.318 (4.234)] [KD 3.419 (3.283)] +2024-10-13 23:12:06,766 - Train: 88.05% [1101500/1251000] [880.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000133] [CE 4.422 (4.291)] [KD 3.562 (3.333)] +2024-10-13 23:12:14,366 - Train: 88.05% [1101550/1251000] [880.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000133] [CE 4.577 (4.340)] [KD 3.446 (3.345)] +2024-10-13 23:12:21,968 - Train: 88.06% [1101600/1251000] [880.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000133] [CE 3.940 (4.311)] [KD 3.176 (3.350)] +2024-10-13 23:12:29,864 - Train: 88.06% [1101650/1251000] [880.6/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.000133] [CE 4.054 (4.410)] [KD 3.050 (3.412)] +2024-10-13 23:12:37,454 - Train: 88.07% [1101700/1251000] [880.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.006] [optim_t 0.147] [lr 0.000133] [CE 4.073 (4.194)] [KD 3.279 (3.319)] +2024-10-13 23:12:45,131 - Train: 88.07% [1101750/1251000] [880.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000133] [CE 4.576 (4.280)] [KD 3.432 (3.317)] +2024-10-13 23:12:52,729 - Train: 88.07% [1101800/1251000] [880.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000133] [CE 3.772 (4.319)] [KD 3.119 (3.344)] +2024-10-13 23:13:00,215 - Train: 88.08% [1101850/1251000] [880.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.000133] [CE 3.969 (4.205)] [KD 3.262 (3.306)] +2024-10-13 23:13:07,734 - Train: 88.08% [1101900/1251000] [880.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000133] [CE 3.834 (4.289)] [KD 3.157 (3.369)] +2024-10-13 23:13:15,233 - Train: 88.09% [1101950/1251000] [880.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000133] [CE 4.059 (4.351)] [KD 3.244 (3.386)] +2024-10-13 23:13:23,081 - Train: 88.09% [1102000/1251000] [880.9/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.000133] [CE 4.328 (4.314)] [KD 3.294 (3.346)] +2024-10-13 23:13:31,051 - Train: 88.09% [1102050/1251000] [880.9/1000.0] [batch_t 0.144 (0.159)] [data_t 0.003] [optim_t 0.141] [lr 0.000133] [CE 4.842 (4.356)] [KD 3.442 (3.377)] +2024-10-13 23:13:38,621 - Train: 88.10% [1102100/1251000] [881.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000133] [CE 3.791 (4.312)] [KD 2.989 (3.328)] +2024-10-13 23:13:48,909 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 36459] [top5_cnt 45425] [top_all 50000] +2024-10-13 23:13:48,909 - net: 72.918 (90.850) +2024-10-13 23:13:54,707 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.100)] [top1_cnt 37983] [top5_cnt 46296] [top_all 50000] +2024-10-13 23:13:54,708 - net_E: 75.966 (92.592) +2024-10-13 23:13:54,860 - Max [top1: 74.814 (epoch: 880)] [top1-ema: 75.966 (epoch: 881)] +2024-10-13 23:13:54,860 - ==> Total time: 2 days, 1:26:45 Eta: 6:40:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 23:14:01,254 - Train: 88.10% [1102150/1251000] [881.0/1000.0] [batch_t 0.151 (0.169)] [data_t 0.004] [optim_t 0.147] [lr 0.000133] [CE 4.341 (4.237)] [KD 3.290 (3.283)] +2024-10-13 23:14:08,831 - Train: 88.11% [1102200/1251000] [881.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000132] [CE 4.236 (4.194)] [KD 3.424 (3.290)] +2024-10-13 23:14:16,253 - Train: 88.11% [1102250/1251000] [881.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000132] [CE 4.690 (4.289)] [KD 3.497 (3.323)] +2024-10-13 23:14:23,823 - Train: 88.11% [1102300/1251000] [881.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000132] [CE 4.394 (4.264)] [KD 3.184 (3.321)] +2024-10-13 23:14:31,690 - Train: 88.12% [1102350/1251000] [881.2/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.000132] [CE 4.419 (4.240)] [KD 3.505 (3.301)] +2024-10-13 23:14:39,347 - Train: 88.12% [1102400/1251000] [881.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000132] [CE 4.326 (4.367)] [KD 3.401 (3.386)] +2024-10-13 23:14:46,964 - Train: 88.13% [1102450/1251000] [881.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000132] [CE 4.425 (4.330)] [KD 3.473 (3.321)] +2024-10-13 23:14:54,426 - Train: 88.13% [1102500/1251000] [881.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000132] [CE 4.018 (4.269)] [KD 3.209 (3.296)] +2024-10-13 23:15:01,868 - Train: 88.13% [1102550/1251000] [881.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000132] [CE 4.400 (4.195)] [KD 3.315 (3.290)] +2024-10-13 23:15:09,590 - Train: 88.14% [1102600/1251000] [881.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000132] [CE 4.749 (4.288)] [KD 3.514 (3.350)] +2024-10-13 23:15:17,402 - Train: 88.14% [1102650/1251000] [881.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000132] [CE 4.556 (4.275)] [KD 3.448 (3.293)] +2024-10-13 23:15:24,846 - Train: 88.15% [1102700/1251000] [881.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000132] [CE 4.508 (4.312)] [KD 3.386 (3.359)] +2024-10-13 23:15:32,399 - Train: 88.15% [1102750/1251000] [881.5/1000.0] [batch_t 0.158 (0.151)] [data_t 0.003] [optim_t 0.155] [lr 0.000132] [CE 4.636 (4.285)] [KD 3.560 (3.325)] +2024-10-13 23:15:40,017 - Train: 88.15% [1102800/1251000] [881.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000132] [CE 4.191 (4.318)] [KD 3.256 (3.360)] +2024-10-13 23:15:47,734 - Train: 88.16% [1102850/1251000] [881.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.000132] [CE 4.060 (4.286)] [KD 3.346 (3.336)] +2024-10-13 23:15:55,347 - Train: 88.16% [1102900/1251000] [881.6/1000.0] [batch_t 0.284 (0.152)] [data_t 0.003] [optim_t 0.281] [lr 0.000132] [CE 4.518 (4.237)] [KD 3.478 (3.292)] +2024-10-13 23:16:02,898 - Train: 88.17% [1102950/1251000] [881.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000131] [CE 4.579 (4.266)] [KD 3.418 (3.338)] +2024-10-13 23:16:10,390 - Train: 88.17% [1103000/1251000] [881.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000131] [CE 3.961 (4.276)] [KD 3.112 (3.313)] +2024-10-13 23:16:18,170 - Train: 88.17% [1103050/1251000] [881.7/1000.0] [batch_t 0.156 (0.155)] [data_t 0.004] [optim_t 0.152] [lr 0.000131] [CE 4.179 (4.292)] [KD 3.483 (3.346)] +2024-10-13 23:16:25,854 - Train: 88.18% [1103100/1251000] [881.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000131] [CE 4.078 (4.276)] [KD 3.210 (3.319)] +2024-10-13 23:16:33,342 - Train: 88.18% [1103150/1251000] [881.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000131] [CE 3.894 (4.293)] [KD 3.196 (3.311)] +2024-10-13 23:16:41,015 - Train: 88.19% [1103200/1251000] [881.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000131] [CE 4.565 (4.299)] [KD 3.306 (3.330)] +2024-10-13 23:16:48,822 - Train: 88.19% [1103250/1251000] [881.9/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.000131] [CE 3.883 (4.257)] [KD 3.017 (3.315)] +2024-10-13 23:16:56,426 - Train: 88.19% [1103300/1251000] [881.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000131] [CE 4.529 (4.239)] [KD 3.355 (3.287)] +2024-10-13 23:17:04,058 - Train: 88.20% [1103350/1251000] [882.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.006] [optim_t 0.145] [lr 0.000131] [CE 4.392 (4.342)] [KD 3.314 (3.360)] +2024-10-13 23:17:14,356 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 37153] [top5_cnt 45882] [top_all 50000] +2024-10-13 23:17:14,356 - net: 74.306 (91.764) +2024-10-13 23:17:20,195 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 37979] [top5_cnt 46282] [top_all 50000] +2024-10-13 23:17:20,195 - net_E: 75.958 (92.564) +2024-10-13 23:17:20,402 - Max [top1: 74.814 (epoch: 880)] [top1-ema: 75.966 (epoch: 881)] +2024-10-13 23:17:20,403 - ==> Total time: 2 days, 1:30:11 Eta: 6:37:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 23:17:25,429 - Train: 88.20% [1103400/1251000] [882.0/1000.0] [batch_t 0.146 (0.168)] [data_t 0.005] [optim_t 0.141] [lr 0.000131] [CE 3.863 (4.265)] [KD 3.066 (3.269)] +2024-10-13 23:17:33,120 - Train: 88.21% [1103450/1251000] [882.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000131] [CE 4.613 (4.309)] [KD 3.531 (3.340)] +2024-10-13 23:17:40,519 - Train: 88.21% [1103500/1251000] [882.1/1000.0] [batch_t 0.143 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.000131] [CE 3.845 (4.332)] [KD 3.100 (3.366)] +2024-10-13 23:17:48,101 - Train: 88.21% [1103550/1251000] [882.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000131] [CE 4.063 (4.360)] [KD 3.379 (3.360)] +2024-10-13 23:17:55,846 - Train: 88.22% [1103600/1251000] [882.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.000131] [CE 4.321 (4.328)] [KD 3.158 (3.337)] +2024-10-13 23:18:03,315 - Train: 88.22% [1103650/1251000] [882.2/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.000131] [CE 3.983 (4.319)] [KD 3.132 (3.365)] +2024-10-13 23:18:11,094 - Train: 88.23% [1103700/1251000] [882.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000130] [CE 4.529 (4.319)] [KD 3.550 (3.357)] +2024-10-13 23:18:18,808 - Train: 88.23% [1103750/1251000] [882.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.007] [optim_t 0.139] [lr 0.000130] [CE 3.833 (4.220)] [KD 3.115 (3.293)] +2024-10-13 23:18:26,211 - Train: 88.23% [1103800/1251000] [882.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000130] [CE 4.679 (4.371)] [KD 3.572 (3.398)] +2024-10-13 23:18:33,710 - Train: 88.24% [1103850/1251000] [882.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000130] [CE 4.835 (4.346)] [KD 3.654 (3.377)] +2024-10-13 23:18:41,259 - Train: 88.24% [1103900/1251000] [882.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000130] [CE 4.802 (4.341)] [KD 3.398 (3.351)] +2024-10-13 23:18:48,794 - Train: 88.25% [1103950/1251000] [882.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000130] [CE 4.548 (4.281)] [KD 3.468 (3.347)] +2024-10-13 23:18:56,339 - Train: 88.25% [1104000/1251000] [882.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000130] [CE 3.793 (4.231)] [KD 3.068 (3.269)] +2024-10-13 23:19:04,016 - Train: 88.25% [1104050/1251000] [882.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000130] [CE 4.572 (4.299)] [KD 3.437 (3.330)] +2024-10-13 23:19:11,575 - Train: 88.26% [1104100/1251000] [882.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000130] [CE 4.235 (4.207)] [KD 3.378 (3.276)] +2024-10-13 23:19:19,008 - Train: 88.26% [1104150/1251000] [882.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000130] [CE 4.259 (4.387)] [KD 3.111 (3.383)] +2024-10-13 23:19:26,790 - Train: 88.27% [1104200/1251000] [882.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.000130] [CE 4.056 (4.295)] [KD 3.028 (3.304)] +2024-10-13 23:19:34,205 - Train: 88.27% [1104250/1251000] [882.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000130] [CE 4.198 (4.283)] [KD 3.316 (3.312)] +2024-10-13 23:19:41,641 - Train: 88.27% [1104300/1251000] [882.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000130] [CE 4.270 (4.207)] [KD 3.244 (3.315)] +2024-10-13 23:19:49,214 - Train: 88.28% [1104350/1251000] [882.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000130] [CE 3.770 (4.287)] [KD 2.967 (3.321)] +2024-10-13 23:19:56,901 - Train: 88.28% [1104400/1251000] [882.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000130] [CE 3.941 (4.253)] [KD 3.232 (3.323)] +2024-10-13 23:20:04,644 - Train: 88.29% [1104450/1251000] [882.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000129] [CE 4.543 (4.350)] [KD 3.558 (3.367)] +2024-10-13 23:20:12,101 - Train: 88.29% [1104500/1251000] [882.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000129] [CE 4.393 (4.240)] [KD 3.399 (3.283)] +2024-10-13 23:20:19,647 - Train: 88.29% [1104550/1251000] [882.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000129] [CE 4.485 (4.288)] [KD 3.616 (3.346)] +2024-10-13 23:20:27,298 - Train: 88.30% [1104600/1251000] [883.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000129] [CE 4.581 (4.361)] [KD 3.591 (3.345)] +2024-10-13 23:20:37,984 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 37373] [top5_cnt 45984] [top_all 50000] +2024-10-13 23:20:37,985 - net: 74.746 (91.968) +2024-10-13 23:20:43,822 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37968] [top5_cnt 46302] [top_all 50000] +2024-10-13 23:20:43,823 - net_E: 75.936 (92.604) +2024-10-13 23:20:44,010 - Max [top1: 74.814 (epoch: 880)] [top1-ema: 75.966 (epoch: 881)] +2024-10-13 23:20:44,010 - ==> Total time: 2 days, 1:33:35 Eta: 6:34:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 23:20:48,519 - Train: 88.30% [1104650/1251000] [883.0/1000.0] [batch_t 0.145 (0.177)] [data_t 0.004] [optim_t 0.141] [lr 0.000129] [CE 4.279 (4.323)] [KD 3.391 (3.353)] +2024-10-13 23:20:55,912 - Train: 88.31% [1104700/1251000] [883.1/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000129] [CE 4.262 (4.249)] [KD 3.147 (3.295)] +2024-10-13 23:21:03,389 - Train: 88.31% [1104750/1251000] [883.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.000129] [CE 4.321 (4.296)] [KD 3.379 (3.325)] +2024-10-13 23:21:11,356 - Train: 88.31% [1104800/1251000] [883.1/1000.0] [batch_t 0.151 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.000129] [CE 4.176 (4.305)] [KD 3.428 (3.335)] +2024-10-13 23:21:18,793 - Train: 88.32% [1104850/1251000] [883.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.000129] [CE 4.768 (4.282)] [KD 3.508 (3.300)] +2024-10-13 23:21:26,392 - Train: 88.32% [1104900/1251000] [883.2/1000.0] [batch_t 0.145 (0.152)] [data_t 0.006] [optim_t 0.139] [lr 0.000129] [CE 4.216 (4.291)] [KD 3.222 (3.285)] +2024-10-13 23:21:33,988 - Train: 88.33% [1104950/1251000] [883.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000129] [CE 4.458 (4.351)] [KD 3.469 (3.382)] +2024-10-13 23:21:41,419 - Train: 88.33% [1105000/1251000] [883.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000129] [CE 4.188 (4.216)] [KD 3.153 (3.298)] +2024-10-13 23:21:49,130 - Train: 88.33% [1105050/1251000] [883.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000129] [CE 3.908 (4.292)] [KD 3.216 (3.322)] +2024-10-13 23:21:56,654 - Train: 88.34% [1105100/1251000] [883.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000129] [CE 4.453 (4.351)] [KD 3.359 (3.345)] +2024-10-13 23:22:04,211 - Train: 88.34% [1105150/1251000] [883.4/1000.0] [batch_t 0.261 (0.151)] [data_t 0.004] [optim_t 0.256] [lr 0.000129] [CE 4.362 (4.226)] [KD 3.447 (3.262)] +2024-10-13 23:22:11,752 - Train: 88.35% [1105200/1251000] [883.5/1000.0] [batch_t 0.145 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.000128] [CE 3.774 (4.182)] [KD 2.956 (3.258)] +2024-10-13 23:22:19,414 - Train: 88.35% [1105250/1251000] [883.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.000128] [CE 4.101 (4.312)] [KD 3.290 (3.320)] +2024-10-13 23:22:26,823 - Train: 88.35% [1105300/1251000] [883.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000128] [CE 4.233 (4.326)] [KD 3.451 (3.340)] +2024-10-13 23:22:34,353 - Train: 88.36% [1105350/1251000] [883.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000128] [CE 4.330 (4.202)] [KD 3.398 (3.289)] +2024-10-13 23:22:41,879 - Train: 88.36% [1105400/1251000] [883.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000128] [CE 3.906 (4.248)] [KD 3.275 (3.304)] +2024-10-13 23:22:49,665 - Train: 88.37% [1105450/1251000] [883.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000128] [CE 3.729 (4.294)] [KD 3.136 (3.325)] +2024-10-13 23:22:57,061 - Train: 88.37% [1105500/1251000] [883.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000128] [CE 4.689 (4.281)] [KD 3.356 (3.295)] +2024-10-13 23:23:04,614 - Train: 88.37% [1105550/1251000] [883.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000128] [CE 4.309 (4.271)] [KD 3.377 (3.306)] +2024-10-13 23:23:12,025 - Train: 88.38% [1105600/1251000] [883.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000128] [CE 4.133 (4.235)] [KD 3.212 (3.317)] +2024-10-13 23:23:19,803 - Train: 88.38% [1105650/1251000] [883.8/1000.0] [batch_t 0.154 (0.155)] [data_t 0.006] [optim_t 0.148] [lr 0.000128] [CE 4.653 (4.269)] [KD 3.501 (3.319)] +2024-10-13 23:23:27,225 - Train: 88.39% [1105700/1251000] [883.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000128] [CE 4.401 (4.277)] [KD 3.254 (3.308)] +2024-10-13 23:23:34,771 - Train: 88.39% [1105750/1251000] [883.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000128] [CE 4.504 (4.299)] [KD 3.301 (3.319)] +2024-10-13 23:23:42,305 - Train: 88.39% [1105800/1251000] [883.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000128] [CE 5.017 (4.342)] [KD 3.721 (3.344)] +2024-10-13 23:23:49,826 - Train: 88.40% [1105850/1251000] [884.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000128] [CE 4.227 (4.303)] [KD 3.306 (3.332)] +2024-10-13 23:24:00,635 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 37366] [top5_cnt 46040] [top_all 50000] +2024-10-13 23:24:00,635 - net: 74.732 (92.080) +2024-10-13 23:24:06,489 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37986] [top5_cnt 46288] [top_all 50000] +2024-10-13 23:24:06,490 - net_E: 75.972 (92.576) +2024-10-13 23:24:06,636 - Max [top1: 74.814 (epoch: 880)] [top1-ema: 75.972 (epoch: 884)] +2024-10-13 23:24:06,637 - ==> Total time: 2 days, 1:36:57 Eta: 6:30:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 23:24:11,832 - Train: 88.40% [1105900/1251000] [884.0/1000.0] [batch_t 0.154 (0.170)] [data_t 0.003] [optim_t 0.151] [lr 0.000128] [CE 4.341 (4.349)] [KD 3.278 (3.323)] +2024-10-13 23:24:19,425 - Train: 88.41% [1105950/1251000] [884.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000127] [CE 4.129 (4.282)] [KD 3.213 (3.323)] +2024-10-13 23:24:27,115 - Train: 88.41% [1106000/1251000] [884.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000127] [CE 4.295 (4.273)] [KD 3.404 (3.315)] +2024-10-13 23:24:34,675 - Train: 88.41% [1106050/1251000] [884.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000127] [CE 4.399 (4.280)] [KD 3.400 (3.320)] +2024-10-13 23:24:42,117 - Train: 88.42% [1106100/1251000] [884.2/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.000127] [CE 4.212 (4.138)] [KD 3.306 (3.241)] +2024-10-13 23:24:49,544 - Train: 88.42% [1106150/1251000] [884.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000127] [CE 4.160 (4.208)] [KD 3.323 (3.300)] +2024-10-13 23:24:57,243 - Train: 88.43% [1106200/1251000] [884.3/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000127] [CE 4.649 (4.252)] [KD 3.633 (3.310)] +2024-10-13 23:25:04,879 - Train: 88.43% [1106250/1251000] [884.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000127] [CE 4.324 (4.291)] [KD 3.317 (3.342)] +2024-10-13 23:25:12,720 - Train: 88.43% [1106300/1251000] [884.3/1000.0] [batch_t 0.145 (0.157)] [data_t 0.003] [optim_t 0.141] [lr 0.000127] [CE 3.748 (4.210)] [KD 3.139 (3.295)] +2024-10-13 23:25:20,271 - Train: 88.44% [1106350/1251000] [884.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000127] [CE 4.370 (4.265)] [KD 3.480 (3.318)] +2024-10-13 23:25:27,700 - Train: 88.44% [1106400/1251000] [884.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000127] [CE 4.077 (4.241)] [KD 3.257 (3.302)] +2024-10-13 23:25:35,265 - Train: 88.45% [1106450/1251000] [884.5/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000127] [CE 3.901 (4.249)] [KD 3.232 (3.291)] +2024-10-13 23:25:42,811 - Train: 88.45% [1106500/1251000] [884.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000127] [CE 3.789 (4.233)] [KD 2.897 (3.279)] +2024-10-13 23:25:50,233 - Train: 88.45% [1106550/1251000] [884.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.000127] [CE 4.310 (4.188)] [KD 3.228 (3.269)] +2024-10-13 23:25:58,040 - Train: 88.46% [1106600/1251000] [884.6/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000127] [CE 4.610 (4.251)] [KD 3.487 (3.291)] +2024-10-13 23:26:05,592 - Train: 88.46% [1106650/1251000] [884.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000127] [CE 4.228 (4.355)] [KD 3.333 (3.366)] +2024-10-13 23:26:13,126 - Train: 88.47% [1106700/1251000] [884.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000126] [CE 4.437 (4.234)] [KD 3.464 (3.273)] +2024-10-13 23:26:20,725 - Train: 88.47% [1106750/1251000] [884.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000126] [CE 4.347 (4.301)] [KD 3.423 (3.331)] +2024-10-13 23:26:28,303 - Train: 88.47% [1106800/1251000] [884.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000126] [CE 4.220 (4.227)] [KD 3.352 (3.289)] +2024-10-13 23:26:35,912 - Train: 88.48% [1106850/1251000] [884.8/1000.0] [batch_t 0.143 (0.152)] [data_t 0.003] [optim_t 0.140] [lr 0.000126] [CE 4.516 (4.279)] [KD 3.340 (3.331)] +2024-10-13 23:26:43,563 - Train: 88.48% [1106900/1251000] [884.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000126] [CE 4.070 (4.291)] [KD 3.433 (3.313)] +2024-10-13 23:26:51,008 - Train: 88.49% [1106950/1251000] [884.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000126] [CE 3.992 (4.286)] [KD 3.231 (3.329)] +2024-10-13 23:26:58,463 - Train: 88.49% [1107000/1251000] [884.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000126] [CE 4.543 (4.347)] [KD 3.655 (3.356)] +2024-10-13 23:27:06,185 - Train: 88.49% [1107050/1251000] [884.9/1000.0] [batch_t 0.153 (0.154)] [data_t 0.006] [optim_t 0.146] [lr 0.000126] [CE 4.161 (4.370)] [KD 3.155 (3.368)] +2024-10-13 23:27:13,734 - Train: 88.50% [1107100/1251000] [885.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000126] [CE 5.136 (4.308)] [KD 3.907 (3.334)] +2024-10-13 23:27:24,908 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37448] [top5_cnt 46092] [top_all 50000] +2024-10-13 23:27:24,909 - net: 74.896 (92.184) +2024-10-13 23:27:30,639 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37990] [top5_cnt 46308] [top_all 50000] +2024-10-13 23:27:30,640 - net_E: 75.980 (92.616) +2024-10-13 23:27:30,794 - Max [top1: 74.896 (epoch: 885)] [top1-ema: 75.980 (epoch: 885)] +2024-10-13 23:27:30,795 - ==> Total time: 2 days, 1:40:21 Eta: 6:27:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 23:27:38,014 - Train: 88.50% [1107150/1251000] [885.0/1000.0] [batch_t 0.152 (0.177)] [data_t 0.004] [optim_t 0.148] [lr 0.000126] [CE 4.491 (4.389)] [KD 3.368 (3.343)] +2024-10-13 23:27:45,636 - Train: 88.51% [1107200/1251000] [885.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000126] [CE 4.854 (4.289)] [KD 3.345 (3.269)] +2024-10-13 23:27:53,297 - Train: 88.51% [1107250/1251000] [885.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000126] [CE 4.535 (4.300)] [KD 3.483 (3.311)] +2024-10-13 23:28:00,879 - Train: 88.51% [1107300/1251000] [885.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000126] [CE 4.713 (4.296)] [KD 3.362 (3.300)] +2024-10-13 23:28:08,467 - Train: 88.52% [1107350/1251000] [885.2/1000.0] [batch_t 0.268 (0.152)] [data_t 0.005] [optim_t 0.263] [lr 0.000126] [CE 4.216 (4.240)] [KD 3.311 (3.303)] +2024-10-13 23:28:16,075 - Train: 88.52% [1107400/1251000] [885.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000126] [CE 4.428 (4.241)] [KD 3.172 (3.274)] +2024-10-13 23:28:23,660 - Train: 88.53% [1107450/1251000] [885.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000125] [CE 4.085 (4.217)] [KD 3.267 (3.291)] +2024-10-13 23:28:31,430 - Train: 88.53% [1107500/1251000] [885.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000125] [CE 4.572 (4.229)] [KD 3.463 (3.258)] +2024-10-13 23:28:39,189 - Train: 88.53% [1107550/1251000] [885.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000125] [CE 4.375 (4.270)] [KD 3.259 (3.301)] +2024-10-13 23:28:46,641 - Train: 88.54% [1107600/1251000] [885.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000125] [CE 4.452 (4.322)] [KD 3.378 (3.321)] +2024-10-13 23:28:54,220 - Train: 88.54% [1107650/1251000] [885.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000125] [CE 4.798 (4.321)] [KD 3.528 (3.344)] +2024-10-13 23:29:01,703 - Train: 88.55% [1107700/1251000] [885.5/1000.0] [batch_t 0.166 (0.150)] [data_t 0.005] [optim_t 0.161] [lr 0.000125] [CE 4.614 (4.271)] [KD 3.441 (3.277)] +2024-10-13 23:29:09,605 - Train: 88.55% [1107750/1251000] [885.5/1000.0] [batch_t 0.147 (0.158)] [data_t 0.005] [optim_t 0.142] [lr 0.000125] [CE 4.223 (4.351)] [KD 3.196 (3.347)] +2024-10-13 23:29:17,062 - Train: 88.55% [1107800/1251000] [885.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000125] [CE 3.979 (4.215)] [KD 3.150 (3.278)] +2024-10-13 23:29:24,893 - Train: 88.56% [1107850/1251000] [885.6/1000.0] [batch_t 0.146 (0.157)] [data_t 0.004] [optim_t 0.142] [lr 0.000125] [CE 4.002 (4.324)] [KD 3.222 (3.326)] +2024-10-13 23:29:32,436 - Train: 88.56% [1107900/1251000] [885.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000125] [CE 4.288 (4.308)] [KD 3.226 (3.302)] +2024-10-13 23:29:39,955 - Train: 88.57% [1107950/1251000] [885.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000125] [CE 4.220 (4.326)] [KD 3.200 (3.337)] +2024-10-13 23:29:47,439 - Train: 88.57% [1108000/1251000] [885.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000125] [CE 4.655 (4.263)] [KD 3.574 (3.268)] +2024-10-13 23:29:54,987 - Train: 88.57% [1108050/1251000] [885.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000125] [CE 4.339 (4.249)] [KD 3.275 (3.300)] +2024-10-13 23:30:02,480 - Train: 88.58% [1108100/1251000] [885.8/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.000125] [CE 4.770 (4.253)] [KD 3.644 (3.320)] +2024-10-13 23:30:10,216 - Train: 88.58% [1108150/1251000] [885.8/1000.0] [batch_t 0.284 (0.155)] [data_t 0.004] [optim_t 0.281] [lr 0.000125] [CE 4.309 (4.217)] [KD 3.457 (3.257)] +2024-10-13 23:30:17,643 - Train: 88.59% [1108200/1251000] [885.9/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.000124] [CE 4.179 (4.246)] [KD 3.441 (3.294)] +2024-10-13 23:30:25,328 - Train: 88.59% [1108250/1251000] [885.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000124] [CE 4.606 (4.294)] [KD 3.326 (3.320)] +2024-10-13 23:30:32,930 - Train: 88.59% [1108300/1251000] [885.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000124] [CE 4.469 (4.279)] [KD 3.440 (3.335)] +2024-10-13 23:30:40,617 - Train: 88.60% [1108350/1251000] [886.0/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000124] [CE 4.718 (4.225)] [KD 3.643 (3.258)] +2024-10-13 23:30:51,674 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 37307] [top5_cnt 45975] [top_all 50000] +2024-10-13 23:30:51,674 - net: 74.614 (91.950) +2024-10-13 23:30:57,474 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 37971] [top5_cnt 46330] [top_all 50000] +2024-10-13 23:30:57,474 - net_E: 75.942 (92.660) +2024-10-13 23:30:57,617 - Max [top1: 74.896 (epoch: 885)] [top1-ema: 75.980 (epoch: 885)] +2024-10-13 23:30:57,618 - ==> Total time: 2 days, 1:43:48 Eta: 6:23:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 23:31:01,628 - Train: 88.60% [1108400/1251000] [886.0/1000.0] [batch_t 0.151 (0.176)] [data_t 0.005] [optim_t 0.146] [lr 0.000124] [CE 4.300 (4.328)] [KD 3.392 (3.330)] +2024-10-13 23:31:09,115 - Train: 88.61% [1108450/1251000] [886.1/1000.0] [batch_t 0.155 (0.150)] [data_t 0.003] [optim_t 0.152] [lr 0.000124] [CE 4.370 (4.263)] [KD 3.266 (3.311)] +2024-10-13 23:31:16,715 - Train: 88.61% [1108500/1251000] [886.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000124] [CE 4.290 (4.307)] [KD 3.421 (3.307)] +2024-10-13 23:31:24,505 - Train: 88.61% [1108550/1251000] [886.1/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.000124] [CE 4.556 (4.281)] [KD 3.563 (3.280)] +2024-10-13 23:31:32,152 - Train: 88.62% [1108600/1251000] [886.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000124] [CE 4.383 (4.257)] [KD 3.328 (3.301)] +2024-10-13 23:31:39,789 - Train: 88.62% [1108650/1251000] [886.2/1000.0] [batch_t 0.159 (0.153)] [data_t 0.003] [optim_t 0.157] [lr 0.000124] [CE 4.477 (4.331)] [KD 3.375 (3.324)] +2024-10-13 23:31:47,652 - Train: 88.63% [1108700/1251000] [886.3/1000.0] [batch_t 0.164 (0.157)] [data_t 0.005] [optim_t 0.159] [lr 0.000124] [CE 4.223 (4.297)] [KD 3.396 (3.281)] +2024-10-13 23:31:55,317 - Train: 88.63% [1108750/1251000] [886.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.000124] [CE 3.908 (4.336)] [KD 3.106 (3.333)] +2024-10-13 23:32:03,161 - Train: 88.63% [1108800/1251000] [886.3/1000.0] [batch_t 0.145 (0.157)] [data_t 0.004] [optim_t 0.141] [lr 0.000124] [CE 4.679 (4.235)] [KD 3.483 (3.258)] +2024-10-13 23:32:10,795 - Train: 88.64% [1108850/1251000] [886.4/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.000124] [CE 3.988 (4.300)] [KD 3.120 (3.308)] +2024-10-13 23:32:18,414 - Train: 88.64% [1108900/1251000] [886.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000124] [CE 4.045 (4.326)] [KD 2.772 (3.316)] +2024-10-13 23:32:26,088 - Train: 88.65% [1108950/1251000] [886.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.000123] [CE 4.333 (4.197)] [KD 3.160 (3.234)] +2024-10-13 23:32:33,559 - Train: 88.65% [1109000/1251000] [886.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000123] [CE 4.684 (4.312)] [KD 3.516 (3.313)] +2024-10-13 23:32:41,102 - Train: 88.65% [1109050/1251000] [886.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000123] [CE 4.022 (4.254)] [KD 3.319 (3.295)] +2024-10-13 23:32:48,776 - Train: 88.66% [1109100/1251000] [886.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000123] [CE 4.124 (4.273)] [KD 3.379 (3.330)] +2024-10-13 23:32:56,455 - Train: 88.66% [1109150/1251000] [886.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000123] [CE 3.998 (4.291)] [KD 3.165 (3.324)] +2024-10-13 23:33:04,060 - Train: 88.67% [1109200/1251000] [886.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.000123] [CE 3.450 (4.178)] [KD 2.868 (3.256)] +2024-10-13 23:33:11,731 - Train: 88.67% [1109250/1251000] [886.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000123] [CE 4.606 (4.297)] [KD 3.462 (3.327)] +2024-10-13 23:33:19,120 - Train: 88.67% [1109300/1251000] [886.7/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000123] [CE 4.409 (4.334)] [KD 3.389 (3.346)] +2024-10-13 23:33:26,621 - Train: 88.68% [1109350/1251000] [886.8/1000.0] [batch_t 0.143 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.000123] [CE 4.460 (4.319)] [KD 3.482 (3.320)] +2024-10-13 23:33:34,311 - Train: 88.68% [1109400/1251000] [886.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000123] [CE 4.506 (4.285)] [KD 3.430 (3.293)] +2024-10-13 23:33:41,840 - Train: 88.69% [1109450/1251000] [886.9/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.000123] [CE 3.749 (4.259)] [KD 3.048 (3.294)] +2024-10-13 23:33:49,431 - Train: 88.69% [1109500/1251000] [886.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000123] [CE 4.291 (4.266)] [KD 3.335 (3.290)] +2024-10-13 23:33:57,052 - Train: 88.69% [1109550/1251000] [886.9/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.000123] [CE 4.476 (4.305)] [KD 3.488 (3.312)] +2024-10-13 23:34:04,662 - Train: 88.70% [1109600/1251000] [887.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000123] [CE 4.171 (4.238)] [KD 3.074 (3.281)] +2024-10-13 23:34:15,749 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 37315] [top5_cnt 46020] [top_all 50000] +2024-10-13 23:34:15,750 - net: 74.630 (92.040) +2024-10-13 23:34:21,483 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37996] [top5_cnt 46322] [top_all 50000] +2024-10-13 23:34:21,484 - net_E: 75.992 (92.644) +2024-10-13 23:34:21,648 - Max [top1: 74.896 (epoch: 885)] [top1-ema: 75.992 (epoch: 887)] +2024-10-13 23:34:21,649 - ==> Total time: 2 days, 1:47:12 Eta: 6:20:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 23:34:27,066 - Train: 88.70% [1109650/1251000] [887.0/1000.0] [batch_t 0.148 (0.192)] [data_t 0.005] [optim_t 0.142] [lr 0.000123] [CE 4.509 (4.258)] [KD 3.275 (3.262)] +2024-10-13 23:34:34,458 - Train: 88.71% [1109700/1251000] [887.1/1000.0] [batch_t 0.153 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.000123] [CE 4.339 (4.350)] [KD 3.218 (3.325)] +2024-10-13 23:34:42,006 - Train: 88.71% [1109750/1251000] [887.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000122] [CE 4.445 (4.267)] [KD 3.413 (3.314)] +2024-10-13 23:34:49,417 - Train: 88.71% [1109800/1251000] [887.1/1000.0] [batch_t 0.151 (0.148)] [data_t 0.006] [optim_t 0.145] [lr 0.000122] [CE 4.284 (4.251)] [KD 3.326 (3.296)] +2024-10-13 23:34:57,347 - Train: 88.72% [1109850/1251000] [887.2/1000.0] [batch_t 0.149 (0.158)] [data_t 0.007] [optim_t 0.142] [lr 0.000122] [CE 4.600 (4.262)] [KD 3.560 (3.295)] +2024-10-13 23:35:04,836 - Train: 88.72% [1109900/1251000] [887.2/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.000122] [CE 3.839 (4.274)] [KD 3.163 (3.322)] +2024-10-13 23:35:12,392 - Train: 88.73% [1109950/1251000] [887.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000122] [CE 4.392 (4.227)] [KD 3.405 (3.260)] +2024-10-13 23:35:19,797 - Train: 88.73% [1110000/1251000] [887.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000122] [CE 4.252 (4.348)] [KD 3.240 (3.298)] +2024-10-13 23:35:27,332 - Train: 88.73% [1110050/1251000] [887.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000122] [CE 4.968 (4.270)] [KD 3.752 (3.293)] +2024-10-13 23:35:34,856 - Train: 88.74% [1110100/1251000] [887.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000122] [CE 4.272 (4.269)] [KD 3.322 (3.307)] +2024-10-13 23:35:42,465 - Train: 88.74% [1110150/1251000] [887.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000122] [CE 4.247 (4.262)] [KD 3.329 (3.282)] +2024-10-13 23:35:50,006 - Train: 88.75% [1110200/1251000] [887.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000122] [CE 3.618 (4.194)] [KD 2.861 (3.223)] +2024-10-13 23:35:57,582 - Train: 88.75% [1110250/1251000] [887.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000122] [CE 4.411 (4.306)] [KD 3.502 (3.337)] +2024-10-13 23:36:05,235 - Train: 88.75% [1110300/1251000] [887.5/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000122] [CE 4.098 (4.250)] [KD 3.144 (3.264)] +2024-10-13 23:36:12,695 - Train: 88.76% [1110350/1251000] [887.6/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.000122] [CE 4.364 (4.239)] [KD 3.170 (3.286)] +2024-10-13 23:36:20,146 - Train: 88.76% [1110400/1251000] [887.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000122] [CE 3.861 (4.247)] [KD 2.890 (3.290)] +2024-10-13 23:36:27,817 - Train: 88.76% [1110450/1251000] [887.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000122] [CE 4.579 (4.214)] [KD 3.448 (3.268)] +2024-10-13 23:36:35,520 - Train: 88.77% [1110500/1251000] [887.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000121] [CE 3.684 (4.335)] [KD 3.044 (3.334)] +2024-10-13 23:36:43,080 - Train: 88.77% [1110550/1251000] [887.7/1000.0] [batch_t 0.251 (0.151)] [data_t 0.003] [optim_t 0.248] [lr 0.000121] [CE 4.776 (4.271)] [KD 3.502 (3.265)] +2024-10-13 23:36:50,612 - Train: 88.78% [1110600/1251000] [887.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000121] [CE 4.571 (4.290)] [KD 3.397 (3.310)] +2024-10-13 23:36:58,021 - Train: 88.78% [1110650/1251000] [887.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000121] [CE 3.985 (4.257)] [KD 3.122 (3.274)] +2024-10-13 23:37:05,743 - Train: 88.78% [1110700/1251000] [887.8/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000121] [CE 4.272 (4.263)] [KD 3.341 (3.290)] +2024-10-13 23:37:13,156 - Train: 88.79% [1110750/1251000] [887.9/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000121] [CE 4.460 (4.294)] [KD 3.220 (3.296)] +2024-10-13 23:37:20,679 - Train: 88.79% [1110800/1251000] [887.9/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.000121] [CE 4.126 (4.275)] [KD 3.173 (3.294)] +2024-10-13 23:37:28,220 - Train: 88.80% [1110850/1251000] [888.0/1000.0] [batch_t 0.277 (0.151)] [data_t 0.004] [optim_t 0.273] [lr 0.000121] [CE 4.372 (4.288)] [KD 3.224 (3.299)] +2024-10-13 23:37:39,677 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 37391] [top5_cnt 46068] [top_all 50000] +2024-10-13 23:37:39,677 - net: 74.782 (92.136) +2024-10-13 23:37:45,479 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 37993] [top5_cnt 46328] [top_all 50000] +2024-10-13 23:37:45,480 - net_E: 75.986 (92.656) +2024-10-13 23:37:45,648 - Max [top1: 74.896 (epoch: 885)] [top1-ema: 75.992 (epoch: 887)] +2024-10-13 23:37:45,648 - ==> Total time: 2 days, 1:50:36 Eta: 6:17:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 23:37:49,909 - Train: 88.80% [1110900/1251000] [888.0/1000.0] [batch_t 0.145 (0.188)] [data_t 0.006] [optim_t 0.139] [lr 0.000121] [CE 4.677 (4.270)] [KD 3.165 (3.283)] +2024-10-13 23:37:57,523 - Train: 88.80% [1110950/1251000] [888.0/1000.0] [batch_t 0.158 (0.152)] [data_t 0.004] [optim_t 0.154] [lr 0.000121] [CE 4.615 (4.217)] [KD 3.491 (3.260)] +2024-10-13 23:38:05,086 - Train: 88.81% [1111000/1251000] [888.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000121] [CE 4.214 (4.323)] [KD 3.149 (3.282)] +2024-10-13 23:38:12,838 - Train: 88.81% [1111050/1251000] [888.1/1000.0] [batch_t 0.161 (0.155)] [data_t 0.005] [optim_t 0.156] [lr 0.000121] [CE 4.302 (4.253)] [KD 3.257 (3.273)] +2024-10-13 23:38:20,311 - Train: 88.82% [1111100/1251000] [888.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000121] [CE 4.338 (4.347)] [KD 3.320 (3.314)] +2024-10-13 23:38:28,149 - Train: 88.82% [1111150/1251000] [888.2/1000.0] [batch_t 0.144 (0.157)] [data_t 0.005] [optim_t 0.139] [lr 0.000121] [CE 4.163 (4.210)] [KD 3.302 (3.232)] +2024-10-13 23:38:35,790 - Train: 88.82% [1111200/1251000] [888.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000121] [CE 4.357 (4.284)] [KD 3.369 (3.340)] +2024-10-13 23:38:43,292 - Train: 88.83% [1111250/1251000] [888.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000121] [CE 4.578 (4.292)] [KD 3.533 (3.306)] +2024-10-13 23:38:50,724 - Train: 88.83% [1111300/1251000] [888.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000120] [CE 4.432 (4.236)] [KD 3.366 (3.292)] +2024-10-13 23:38:58,401 - Train: 88.84% [1111350/1251000] [888.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.006] [optim_t 0.146] [lr 0.000120] [CE 4.628 (4.351)] [KD 3.498 (3.329)] +2024-10-13 23:39:05,975 - Train: 88.84% [1111400/1251000] [888.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000120] [CE 4.282 (4.332)] [KD 3.243 (3.323)] +2024-10-13 23:39:13,742 - Train: 88.84% [1111450/1251000] [888.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000120] [CE 4.032 (4.283)] [KD 3.241 (3.295)] +2024-10-13 23:39:21,183 - Train: 88.85% [1111500/1251000] [888.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000120] [CE 4.288 (4.241)] [KD 3.283 (3.284)] +2024-10-13 23:39:28,849 - Train: 88.85% [1111550/1251000] [888.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000120] [CE 3.294 (4.318)] [KD 2.705 (3.306)] +2024-10-13 23:39:36,460 - Train: 88.86% [1111600/1251000] [888.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000120] [CE 4.309 (4.295)] [KD 3.112 (3.301)] +2024-10-13 23:39:44,091 - Train: 88.86% [1111650/1251000] [888.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000120] [CE 3.468 (4.275)] [KD 2.851 (3.296)] +2024-10-13 23:39:51,875 - Train: 88.86% [1111700/1251000] [888.6/1000.0] [batch_t 0.268 (0.156)] [data_t 0.004] [optim_t 0.264] [lr 0.000120] [CE 3.929 (4.317)] [KD 3.251 (3.335)] +2024-10-13 23:39:59,583 - Train: 88.87% [1111750/1251000] [888.7/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000120] [CE 4.255 (4.247)] [KD 3.281 (3.255)] +2024-10-13 23:40:07,288 - Train: 88.87% [1111800/1251000] [888.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000120] [CE 3.951 (4.295)] [KD 3.099 (3.312)] +2024-10-13 23:40:14,832 - Train: 88.88% [1111850/1251000] [888.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000120] [CE 4.381 (4.302)] [KD 3.377 (3.325)] +2024-10-13 23:40:22,533 - Train: 88.88% [1111900/1251000] [888.8/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000120] [CE 4.337 (4.296)] [KD 3.420 (3.331)] +2024-10-13 23:40:29,990 - Train: 88.88% [1111950/1251000] [888.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.000120] [CE 4.012 (4.315)] [KD 3.121 (3.322)] +2024-10-13 23:40:37,849 - Train: 88.89% [1112000/1251000] [888.9/1000.0] [batch_t 0.148 (0.157)] [data_t 0.007] [optim_t 0.141] [lr 0.000120] [CE 4.337 (4.234)] [KD 3.374 (3.258)] +2024-10-13 23:40:45,387 - Train: 88.89% [1112050/1251000] [888.9/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000119] [CE 4.240 (4.284)] [KD 3.329 (3.284)] +2024-10-13 23:40:52,825 - Train: 88.90% [1112100/1251000] [889.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000119] [CE 4.315 (4.292)] [KD 3.476 (3.296)] +2024-10-13 23:41:04,282 - Test (net): 100.00% [50/50] [batch_t 0.027 (0.105)] [top1_cnt 37463] [top5_cnt 46099] [top_all 50000] +2024-10-13 23:41:04,282 - net: 74.926 (92.198) +2024-10-13 23:41:09,991 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.102)] [top1_cnt 38030] [top5_cnt 46322] [top_all 50000] +2024-10-13 23:41:09,992 - net_E: 76.060 (92.644) +2024-10-13 23:41:10,132 - Max [top1: 74.926 (epoch: 889)] [top1-ema: 76.060 (epoch: 889)] +2024-10-13 23:41:10,133 - ==> Total time: 2 days, 1:54:01 Eta: 6:13:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 23:41:16,298 - Train: 88.90% [1112150/1251000] [889.0/1000.0] [batch_t 0.148 (0.199)] [data_t 0.003] [optim_t 0.145] [lr 0.000119] [CE 3.923 (4.298)] [KD 3.323 (3.385)] +2024-10-13 23:41:23,892 - Train: 88.90% [1112200/1251000] [889.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000119] [CE 4.684 (4.294)] [KD 3.438 (3.297)] +2024-10-13 23:41:31,312 - Train: 88.91% [1112250/1251000] [889.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000119] [CE 4.260 (4.241)] [KD 3.223 (3.295)] +2024-10-13 23:41:38,881 - Train: 88.91% [1112300/1251000] [889.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000119] [CE 4.285 (4.318)] [KD 3.273 (3.321)] +2024-10-13 23:41:46,407 - Train: 88.92% [1112350/1251000] [889.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000119] [CE 3.572 (4.327)] [KD 2.907 (3.302)] +2024-10-13 23:41:53,980 - Train: 88.92% [1112400/1251000] [889.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000119] [CE 4.331 (4.278)] [KD 3.261 (3.255)] +2024-10-13 23:42:01,449 - Train: 88.92% [1112450/1251000] [889.2/1000.0] [batch_t 0.154 (0.149)] [data_t 0.006] [optim_t 0.148] [lr 0.000119] [CE 3.632 (4.278)] [KD 3.073 (3.290)] +2024-10-13 23:42:09,128 - Train: 88.93% [1112500/1251000] [889.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000119] [CE 4.122 (4.255)] [KD 3.252 (3.272)] +2024-10-13 23:42:16,733 - Train: 88.93% [1112550/1251000] [889.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000119] [CE 4.320 (4.257)] [KD 3.301 (3.293)] +2024-10-13 23:42:24,558 - Train: 88.94% [1112600/1251000] [889.4/1000.0] [batch_t 0.145 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.000119] [CE 4.661 (4.352)] [KD 3.569 (3.329)] +2024-10-13 23:42:32,043 - Train: 88.94% [1112650/1251000] [889.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000119] [CE 4.329 (4.214)] [KD 3.504 (3.250)] +2024-10-13 23:42:39,607 - Train: 88.94% [1112700/1251000] [889.4/1000.0] [batch_t 0.153 (0.151)] [data_t 0.006] [optim_t 0.147] [lr 0.000119] [CE 4.499 (4.255)] [KD 3.212 (3.278)] +2024-10-13 23:42:47,158 - Train: 88.95% [1112750/1251000] [889.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000119] [CE 4.578 (4.259)] [KD 3.315 (3.233)] +2024-10-13 23:42:54,627 - Train: 88.95% [1112800/1251000] [889.5/1000.0] [batch_t 0.156 (0.149)] [data_t 0.003] [optim_t 0.154] [lr 0.000119] [CE 4.273 (4.229)] [KD 3.288 (3.255)] +2024-10-13 23:43:02,353 - Train: 88.96% [1112850/1251000] [889.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000118] [CE 4.003 (4.230)] [KD 3.051 (3.266)] +2024-10-13 23:43:09,913 - Train: 88.96% [1112900/1251000] [889.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000118] [CE 3.627 (4.289)] [KD 2.815 (3.301)] +2024-10-13 23:43:17,344 - Train: 88.96% [1112950/1251000] [889.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000118] [CE 4.275 (4.316)] [KD 3.270 (3.296)] +2024-10-13 23:43:25,236 - Train: 88.97% [1113000/1251000] [889.7/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.000118] [CE 4.729 (4.296)] [KD 3.411 (3.292)] +2024-10-13 23:43:32,914 - Train: 88.97% [1113050/1251000] [889.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.000118] [CE 4.295 (4.208)] [KD 3.385 (3.247)] +2024-10-13 23:43:40,458 - Train: 88.98% [1113100/1251000] [889.8/1000.0] [batch_t 0.266 (0.151)] [data_t 0.005] [optim_t 0.261] [lr 0.000118] [CE 3.819 (4.322)] [KD 3.094 (3.305)] +2024-10-13 23:43:48,002 - Train: 88.98% [1113150/1251000] [889.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000118] [CE 4.535 (4.324)] [KD 3.505 (3.337)] +2024-10-13 23:43:55,552 - Train: 88.98% [1113200/1251000] [889.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000118] [CE 4.262 (4.300)] [KD 3.428 (3.303)] +2024-10-13 23:44:03,005 - Train: 88.99% [1113250/1251000] [889.9/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.000118] [CE 4.218 (4.309)] [KD 3.320 (3.291)] +2024-10-13 23:44:10,479 - Train: 88.99% [1113300/1251000] [889.9/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.000118] [CE 4.483 (4.364)] [KD 3.248 (3.347)] +2024-10-13 23:44:18,036 - Train: 89.00% [1113350/1251000] [890.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000118] [CE 4.812 (4.241)] [KD 3.625 (3.302)] +2024-10-13 23:44:29,805 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37471] [top5_cnt 46045] [top_all 50000] +2024-10-13 23:44:29,806 - net: 74.942 (92.090) +2024-10-13 23:44:35,655 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 38030] [top5_cnt 46341] [top_all 50000] +2024-10-13 23:44:35,656 - net_E: 76.060 (92.682) +2024-10-13 23:44:35,837 - Max [top1: 74.942 (epoch: 890)] [top1-ema: 76.060 (epoch: 889)] +2024-10-13 23:44:35,837 - ==> Total time: 2 days, 1:57:26 Eta: 6:10:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 23:44:40,234 - Train: 89.00% [1113400/1251000] [890.0/1000.0] [batch_t 0.147 (0.195)] [data_t 0.005] [optim_t 0.142] [lr 0.000118] [CE 4.567 (4.189)] [KD 3.495 (3.256)] +2024-10-13 23:44:47,915 - Train: 89.00% [1113450/1251000] [890.0/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.000118] [CE 4.250 (4.245)] [KD 3.243 (3.257)] +2024-10-13 23:44:55,514 - Train: 89.01% [1113500/1251000] [890.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000118] [CE 4.469 (4.264)] [KD 3.400 (3.273)] +2024-10-13 23:45:02,992 - Train: 89.01% [1113550/1251000] [890.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000118] [CE 3.571 (4.316)] [KD 2.928 (3.292)] +2024-10-13 23:45:10,571 - Train: 89.02% [1113600/1251000] [890.2/1000.0] [batch_t 0.163 (0.151)] [data_t 0.004] [optim_t 0.159] [lr 0.000118] [CE 4.267 (4.232)] [KD 3.256 (3.243)] +2024-10-13 23:45:18,216 - Train: 89.02% [1113650/1251000] [890.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000117] [CE 4.331 (4.266)] [KD 3.392 (3.277)] +2024-10-13 23:45:25,763 - Train: 89.02% [1113700/1251000] [890.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000117] [CE 4.466 (4.259)] [KD 3.411 (3.278)] +2024-10-13 23:45:33,451 - Train: 89.03% [1113750/1251000] [890.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000117] [CE 4.005 (4.294)] [KD 3.167 (3.294)] +2024-10-13 23:45:40,994 - Train: 89.03% [1113800/1251000] [890.3/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.151] [lr 0.000117] [CE 4.218 (4.249)] [KD 3.132 (3.285)] +2024-10-13 23:45:48,737 - Train: 89.04% [1113850/1251000] [890.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000117] [CE 3.885 (4.270)] [KD 3.076 (3.265)] +2024-10-13 23:45:56,361 - Train: 89.04% [1113900/1251000] [890.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.000117] [CE 4.176 (4.298)] [KD 3.344 (3.308)] +2024-10-13 23:46:03,908 - Train: 89.04% [1113950/1251000] [890.4/1000.0] [batch_t 0.158 (0.151)] [data_t 0.002] [optim_t 0.156] [lr 0.000117] [CE 4.447 (4.264)] [KD 3.284 (3.279)] +2024-10-13 23:46:11,638 - Train: 89.05% [1114000/1251000] [890.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000117] [CE 4.769 (4.257)] [KD 3.511 (3.250)] +2024-10-13 23:46:19,083 - Train: 89.05% [1114050/1251000] [890.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000117] [CE 4.810 (4.272)] [KD 3.859 (3.271)] +2024-10-13 23:46:26,615 - Train: 89.06% [1114100/1251000] [890.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.007] [optim_t 0.143] [lr 0.000117] [CE 4.220 (4.318)] [KD 3.454 (3.285)] +2024-10-13 23:46:34,273 - Train: 89.06% [1114150/1251000] [890.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000117] [CE 4.078 (4.191)] [KD 3.160 (3.249)] +2024-10-13 23:46:41,775 - Train: 89.06% [1114200/1251000] [890.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000117] [CE 4.194 (4.314)] [KD 3.269 (3.287)] +2024-10-13 23:46:49,359 - Train: 89.07% [1114250/1251000] [890.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000117] [CE 4.114 (4.260)] [KD 3.153 (3.264)] +2024-10-13 23:46:56,894 - Train: 89.07% [1114300/1251000] [890.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000117] [CE 3.939 (4.289)] [KD 2.976 (3.303)] +2024-10-13 23:47:04,358 - Train: 89.08% [1114350/1251000] [890.8/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.000117] [CE 4.389 (4.176)] [KD 3.224 (3.221)] +2024-10-13 23:47:11,823 - Train: 89.08% [1114400/1251000] [890.8/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.000117] [CE 4.609 (4.336)] [KD 3.413 (3.302)] +2024-10-13 23:47:19,599 - Train: 89.08% [1114450/1251000] [890.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000116] [CE 4.601 (4.259)] [KD 3.289 (3.269)] +2024-10-13 23:47:27,129 - Train: 89.09% [1114500/1251000] [890.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000116] [CE 3.635 (4.232)] [KD 2.992 (3.271)] +2024-10-13 23:47:34,760 - Train: 89.09% [1114550/1251000] [890.9/1000.0] [batch_t 0.140 (0.153)] [data_t 0.003] [optim_t 0.137] [lr 0.000116] [CE 4.458 (4.241)] [KD 3.531 (3.308)] +2024-10-13 23:47:42,148 - Train: 89.10% [1114600/1251000] [891.0/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.000116] [CE 4.336 (4.256)] [KD 3.318 (3.284)] +2024-10-13 23:47:53,694 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 37387] [top5_cnt 46046] [top_all 50000] +2024-10-13 23:47:53,695 - net: 74.774 (92.092) +2024-10-13 23:47:59,627 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 38028] [top5_cnt 46321] [top_all 50000] +2024-10-13 23:47:59,627 - net_E: 76.056 (92.642) +2024-10-13 23:47:59,781 - Max [top1: 74.942 (epoch: 890)] [top1-ema: 76.060 (epoch: 889)] +2024-10-13 23:47:59,782 - ==> Total time: 2 days, 2:00:50 Eta: 6:07:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 23:48:03,119 - Train: 89.10% [1114650/1251000] [891.0/1000.0] [batch_t 0.148 (0.195)] [data_t 0.003] [optim_t 0.145] [lr 0.000116] [CE 4.627 (4.194)] [KD 3.604 (3.273)] +2024-10-13 23:48:10,878 - Train: 89.10% [1114700/1251000] [891.0/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000116] [CE 4.242 (4.250)] [KD 3.469 (3.247)] +2024-10-13 23:48:18,316 - Train: 89.11% [1114750/1251000] [891.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000116] [CE 4.722 (4.286)] [KD 3.597 (3.264)] +2024-10-13 23:48:26,117 - Train: 89.11% [1114800/1251000] [891.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.006] [optim_t 0.141] [lr 0.000116] [CE 4.182 (4.295)] [KD 3.155 (3.293)] +2024-10-13 23:48:33,831 - Train: 89.12% [1114850/1251000] [891.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000116] [CE 4.469 (4.270)] [KD 3.379 (3.226)] +2024-10-13 23:48:41,350 - Train: 89.12% [1114900/1251000] [891.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000116] [CE 4.428 (4.239)] [KD 3.330 (3.250)] +2024-10-13 23:48:48,782 - Train: 89.12% [1114950/1251000] [891.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000116] [CE 3.863 (4.255)] [KD 2.989 (3.277)] +2024-10-13 23:48:56,218 - Train: 89.13% [1115000/1251000] [891.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000116] [CE 4.851 (4.296)] [KD 3.362 (3.286)] +2024-10-13 23:49:03,776 - Train: 89.13% [1115050/1251000] [891.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000116] [CE 4.815 (4.324)] [KD 3.648 (3.301)] +2024-10-13 23:49:11,448 - Train: 89.14% [1115100/1251000] [891.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000116] [CE 4.491 (4.325)] [KD 3.341 (3.314)] +2024-10-13 23:49:19,161 - Train: 89.14% [1115150/1251000] [891.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000116] [CE 4.047 (4.257)] [KD 3.292 (3.294)] +2024-10-13 23:49:26,655 - Train: 89.14% [1115200/1251000] [891.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000116] [CE 3.837 (4.242)] [KD 3.077 (3.254)] +2024-10-13 23:49:34,199 - Train: 89.15% [1115250/1251000] [891.5/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000115] [CE 4.272 (4.285)] [KD 3.152 (3.286)] +2024-10-13 23:49:41,726 - Train: 89.15% [1115300/1251000] [891.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.000115] [CE 3.869 (4.251)] [KD 3.218 (3.254)] +2024-10-13 23:49:49,328 - Train: 89.16% [1115350/1251000] [891.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000115] [CE 3.974 (4.338)] [KD 3.056 (3.315)] +2024-10-13 23:49:56,765 - Train: 89.16% [1115400/1251000] [891.6/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.000115] [CE 4.605 (4.310)] [KD 3.260 (3.310)] +2024-10-13 23:50:04,234 - Train: 89.16% [1115450/1251000] [891.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000115] [CE 4.468 (4.222)] [KD 3.515 (3.216)] +2024-10-13 23:50:11,806 - Train: 89.17% [1115500/1251000] [891.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000115] [CE 4.258 (4.302)] [KD 3.409 (3.278)] +2024-10-13 23:50:19,568 - Train: 89.17% [1115550/1251000] [891.7/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000115] [CE 4.403 (4.339)] [KD 3.283 (3.329)] +2024-10-13 23:50:27,092 - Train: 89.18% [1115600/1251000] [891.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000115] [CE 4.146 (4.280)] [KD 3.069 (3.267)] +2024-10-13 23:50:34,704 - Train: 89.18% [1115650/1251000] [891.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.000115] [CE 4.078 (4.272)] [KD 3.087 (3.276)] +2024-10-13 23:50:42,223 - Train: 89.18% [1115700/1251000] [891.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000115] [CE 4.047 (4.312)] [KD 3.324 (3.296)] +2024-10-13 23:50:49,741 - Train: 89.19% [1115750/1251000] [891.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000115] [CE 4.073 (4.332)] [KD 3.091 (3.292)] +2024-10-13 23:50:57,106 - Train: 89.19% [1115800/1251000] [891.9/1000.0] [batch_t 0.148 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.000115] [CE 3.909 (4.270)] [KD 2.981 (3.276)] +2024-10-13 23:51:04,568 - Train: 89.20% [1115850/1251000] [892.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000115] [CE 3.899 (4.334)] [KD 2.975 (3.320)] +2024-10-13 23:51:16,514 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37336] [top5_cnt 46010] [top_all 50000] +2024-10-13 23:51:16,515 - net: 74.672 (92.020) +2024-10-13 23:51:22,334 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 38029] [top5_cnt 46314] [top_all 50000] +2024-10-13 23:51:22,335 - net_E: 76.058 (92.628) +2024-10-13 23:51:22,525 - Max [top1: 74.942 (epoch: 890)] [top1-ema: 76.060 (epoch: 889)] +2024-10-13 23:51:22,525 - ==> Total time: 2 days, 2:04:13 Eta: 6:03:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 23:51:26,109 - Train: 89.20% [1115900/1251000] [892.0/1000.0] [batch_t 0.148 (0.224)] [data_t 0.005] [optim_t 0.143] [lr 0.000115] [CE 4.845 (4.382)] [KD 3.690 (3.334)] +2024-10-13 23:51:33,979 - Train: 89.20% [1115950/1251000] [892.0/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000115] [CE 4.264 (4.260)] [KD 3.194 (3.275)] +2024-10-13 23:51:41,661 - Train: 89.21% [1116000/1251000] [892.1/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000115] [CE 4.158 (4.173)] [KD 3.096 (3.220)] +2024-10-13 23:51:49,336 - Train: 89.21% [1116050/1251000] [892.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000114] [CE 4.155 (4.313)] [KD 3.136 (3.272)] +2024-10-13 23:51:56,804 - Train: 89.22% [1116100/1251000] [892.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000114] [CE 4.367 (4.313)] [KD 3.274 (3.287)] +2024-10-13 23:52:04,354 - Train: 89.22% [1116150/1251000] [892.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000114] [CE 3.883 (4.165)] [KD 3.108 (3.232)] +2024-10-13 23:52:11,934 - Train: 89.22% [1116200/1251000] [892.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000114] [CE 4.722 (4.293)] [KD 3.518 (3.280)] +2024-10-13 23:52:19,502 - Train: 89.23% [1116250/1251000] [892.3/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000114] [CE 4.429 (4.214)] [KD 3.612 (3.241)] +2024-10-13 23:52:27,188 - Train: 89.23% [1116300/1251000] [892.3/1000.0] [batch_t 0.270 (0.154)] [data_t 0.005] [optim_t 0.264] [lr 0.000114] [CE 4.202 (4.312)] [KD 3.273 (3.310)] +2024-10-13 23:52:35,126 - Train: 89.24% [1116350/1251000] [892.4/1000.0] [batch_t 0.154 (0.159)] [data_t 0.006] [optim_t 0.149] [lr 0.000114] [CE 4.335 (4.237)] [KD 3.086 (3.256)] +2024-10-13 23:52:42,587 - Train: 89.24% [1116400/1251000] [892.4/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000114] [CE 4.204 (4.270)] [KD 3.211 (3.277)] +2024-10-13 23:52:50,197 - Train: 89.24% [1116450/1251000] [892.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000114] [CE 4.305 (4.267)] [KD 3.066 (3.234)] +2024-10-13 23:52:57,856 - Train: 89.25% [1116500/1251000] [892.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000114] [CE 4.062 (4.339)] [KD 3.203 (3.317)] +2024-10-13 23:53:05,491 - Train: 89.25% [1116550/1251000] [892.5/1000.0] [batch_t 0.156 (0.153)] [data_t 0.006] [optim_t 0.150] [lr 0.000114] [CE 4.386 (4.238)] [KD 3.278 (3.228)] +2024-10-13 23:53:13,344 - Train: 89.26% [1116600/1251000] [892.6/1000.0] [batch_t 0.263 (0.157)] [data_t 0.004] [optim_t 0.259] [lr 0.000114] [CE 4.397 (4.193)] [KD 3.168 (3.198)] +2024-10-13 23:53:20,785 - Train: 89.26% [1116650/1251000] [892.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.000114] [CE 4.535 (4.285)] [KD 3.412 (3.280)] +2024-10-13 23:53:28,364 - Train: 89.26% [1116700/1251000] [892.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000114] [CE 4.556 (4.285)] [KD 3.357 (3.283)] +2024-10-13 23:53:36,057 - Train: 89.27% [1116750/1251000] [892.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000114] [CE 4.325 (4.301)] [KD 3.387 (3.305)] +2024-10-13 23:53:43,764 - Train: 89.27% [1116800/1251000] [892.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000114] [CE 4.358 (4.284)] [KD 3.459 (3.295)] +2024-10-13 23:53:51,224 - Train: 89.28% [1116850/1251000] [892.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000113] [CE 4.554 (4.268)] [KD 3.281 (3.280)] +2024-10-13 23:53:58,961 - Train: 89.28% [1116900/1251000] [892.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.000113] [CE 4.669 (4.309)] [KD 3.402 (3.324)] +2024-10-13 23:54:06,491 - Train: 89.28% [1116950/1251000] [892.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000113] [CE 4.254 (4.273)] [KD 3.327 (3.278)] +2024-10-13 23:54:14,188 - Train: 89.29% [1117000/1251000] [892.9/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000113] [CE 4.622 (4.233)] [KD 3.307 (3.259)] +2024-10-13 23:54:21,580 - Train: 89.29% [1117050/1251000] [892.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000113] [CE 4.600 (4.286)] [KD 3.729 (3.280)] +2024-10-13 23:54:28,970 - Train: 89.30% [1117100/1251000] [893.0/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.000113] [CE 3.846 (4.266)] [KD 2.994 (3.268)] +2024-10-13 23:54:41,179 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37291] [top5_cnt 46002] [top_all 50000] +2024-10-13 23:54:41,179 - net: 74.582 (92.004) +2024-10-13 23:54:47,005 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 38022] [top5_cnt 46339] [top_all 50000] +2024-10-13 23:54:47,006 - net_E: 76.044 (92.678) +2024-10-13 23:54:47,198 - Max [top1: 74.942 (epoch: 890)] [top1-ema: 76.060 (epoch: 889)] +2024-10-13 23:54:47,199 - ==> Total time: 2 days, 2:07:38 Eta: 6:00:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 23:54:50,330 - Train: 89.30% [1117150/1251000] [893.0/1000.0] [batch_t 0.147 (0.190)] [data_t 0.005] [optim_t 0.141] [lr 0.000113] [CE 4.548 (4.179)] [KD 3.289 (3.229)] +2024-10-13 23:54:58,180 - Train: 89.30% [1117200/1251000] [893.0/1000.0] [batch_t 0.146 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.000113] [CE 4.126 (4.243)] [KD 3.180 (3.238)] +2024-10-13 23:55:05,597 - Train: 89.31% [1117250/1251000] [893.1/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.140] [lr 0.000113] [CE 4.323 (4.313)] [KD 3.280 (3.305)] +2024-10-13 23:55:13,100 - Train: 89.31% [1117300/1251000] [893.1/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000113] [CE 4.108 (4.227)] [KD 3.373 (3.261)] +2024-10-13 23:55:20,474 - Train: 89.32% [1117350/1251000] [893.2/1000.0] [batch_t 0.148 (0.147)] [data_t 0.003] [optim_t 0.145] [lr 0.000113] [CE 4.211 (4.246)] [KD 3.356 (3.244)] +2024-10-13 23:55:27,856 - Train: 89.32% [1117400/1251000] [893.2/1000.0] [batch_t 0.146 (0.147)] [data_t 0.003] [optim_t 0.143] [lr 0.000113] [CE 4.447 (4.279)] [KD 3.348 (3.269)] +2024-10-13 23:55:35,433 - Train: 89.32% [1117450/1251000] [893.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.000113] [CE 4.111 (4.281)] [KD 2.921 (3.273)] +2024-10-13 23:55:42,950 - Train: 89.33% [1117500/1251000] [893.3/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.152] [lr 0.000113] [CE 4.306 (4.313)] [KD 3.324 (3.290)] +2024-10-13 23:55:50,691 - Train: 89.33% [1117550/1251000] [893.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.000113] [CE 4.201 (4.236)] [KD 3.214 (3.249)] +2024-10-13 23:55:58,305 - Train: 89.34% [1117600/1251000] [893.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000113] [CE 4.435 (4.308)] [KD 3.475 (3.286)] +2024-10-13 23:56:05,781 - Train: 89.34% [1117650/1251000] [893.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000112] [CE 4.290 (4.246)] [KD 3.010 (3.249)] +2024-10-13 23:56:13,199 - Train: 89.34% [1117700/1251000] [893.4/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000112] [CE 4.603 (4.359)] [KD 3.506 (3.331)] +2024-10-13 23:56:20,861 - Train: 89.35% [1117750/1251000] [893.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000112] [CE 4.571 (4.322)] [KD 3.624 (3.297)] +2024-10-13 23:56:28,268 - Train: 89.35% [1117800/1251000] [893.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000112] [CE 4.212 (4.300)] [KD 3.131 (3.277)] +2024-10-13 23:56:35,778 - Train: 89.36% [1117850/1251000] [893.6/1000.0] [batch_t 0.156 (0.150)] [data_t 0.004] [optim_t 0.153] [lr 0.000112] [CE 4.067 (4.282)] [KD 3.190 (3.271)] +2024-10-13 23:56:43,342 - Train: 89.36% [1117900/1251000] [893.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000112] [CE 4.185 (4.230)] [KD 3.201 (3.248)] +2024-10-13 23:56:50,896 - Train: 89.36% [1117950/1251000] [893.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000112] [CE 4.326 (4.209)] [KD 3.156 (3.230)] +2024-10-13 23:56:58,556 - Train: 89.37% [1118000/1251000] [893.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000112] [CE 4.622 (4.334)] [KD 3.375 (3.297)] +2024-10-13 23:57:06,453 - Train: 89.37% [1118050/1251000] [893.7/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000112] [CE 3.764 (4.236)] [KD 3.180 (3.246)] +2024-10-13 23:57:13,951 - Train: 89.38% [1118100/1251000] [893.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000112] [CE 4.185 (4.332)] [KD 3.158 (3.292)] +2024-10-13 23:57:21,430 - Train: 89.38% [1118150/1251000] [893.8/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.000112] [CE 4.389 (4.272)] [KD 3.425 (3.240)] +2024-10-13 23:57:29,034 - Train: 89.38% [1118200/1251000] [893.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000112] [CE 3.909 (4.177)] [KD 2.984 (3.203)] +2024-10-13 23:57:36,549 - Train: 89.39% [1118250/1251000] [893.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000112] [CE 4.668 (4.219)] [KD 3.573 (3.237)] +2024-10-13 23:57:44,100 - Train: 89.39% [1118300/1251000] [893.9/1000.0] [batch_t 0.162 (0.151)] [data_t 0.004] [optim_t 0.157] [lr 0.000112] [CE 4.172 (4.299)] [KD 3.270 (3.272)] +2024-10-13 23:57:51,949 - Train: 89.40% [1118350/1251000] [894.0/1000.0] [batch_t 0.146 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.000112] [CE 4.161 (4.319)] [KD 3.107 (3.292)] +2024-10-13 23:58:04,181 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.105)] [top1_cnt 37636] [top5_cnt 46112] [top_all 50000] +2024-10-13 23:58:04,181 - net: 75.272 (92.224) +2024-10-13 23:58:10,166 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 38040] [top5_cnt 46365] [top_all 50000] +2024-10-13 23:58:10,167 - net_E: 76.080 (92.730) +2024-10-13 23:58:10,333 - Max [top1: 75.272 (epoch: 894)] [top1-ema: 76.080 (epoch: 894)] +2024-10-13 23:58:10,334 - ==> Total time: 2 days, 2:11:01 Eta: 5:57:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-13 23:58:15,963 - Train: 89.40% [1118400/1251000] [894.0/1000.0] [batch_t 0.145 (0.228)] [data_t 0.006] [optim_t 0.140] [lr 0.000112] [CE 4.529 (4.214)] [KD 3.292 (3.219)] +2024-10-13 23:58:23,548 - Train: 89.40% [1118450/1251000] [894.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000112] [CE 4.001 (4.206)] [KD 3.034 (3.216)] +2024-10-13 23:58:30,969 - Train: 89.41% [1118500/1251000] [894.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000111] [CE 4.462 (4.305)] [KD 3.078 (3.293)] +2024-10-13 23:58:38,465 - Train: 89.41% [1118550/1251000] [894.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000111] [CE 4.232 (4.279)] [KD 3.142 (3.255)] +2024-10-13 23:58:46,187 - Train: 89.42% [1118600/1251000] [894.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.000111] [CE 4.914 (4.300)] [KD 3.712 (3.297)] +2024-10-13 23:58:53,765 - Train: 89.42% [1118650/1251000] [894.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000111] [CE 3.866 (4.299)] [KD 3.085 (3.269)] +2024-10-13 23:59:01,441 - Train: 89.42% [1118700/1251000] [894.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000111] [CE 4.470 (4.268)] [KD 3.238 (3.218)] +2024-10-13 23:59:09,146 - Train: 89.43% [1118750/1251000] [894.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000111] [CE 4.345 (4.284)] [KD 3.320 (3.253)] +2024-10-13 23:59:16,719 - Train: 89.43% [1118800/1251000] [894.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000111] [CE 4.733 (4.237)] [KD 3.551 (3.234)] +2024-10-13 23:59:24,103 - Train: 89.44% [1118850/1251000] [894.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000111] [CE 4.136 (4.252)] [KD 3.186 (3.247)] +2024-10-13 23:59:31,612 - Train: 89.44% [1118900/1251000] [894.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000111] [CE 4.085 (4.244)] [KD 3.073 (3.256)] +2024-10-13 23:59:39,244 - Train: 89.44% [1118950/1251000] [894.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000111] [CE 4.203 (4.296)] [KD 3.332 (3.272)] +2024-10-13 23:59:46,720 - Train: 89.45% [1119000/1251000] [894.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000111] [CE 4.315 (4.340)] [KD 3.256 (3.312)] +2024-10-13 23:59:54,114 - Train: 89.45% [1119050/1251000] [894.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000111] [CE 4.238 (4.253)] [KD 3.207 (3.287)] +2024-10-14 00:00:01,668 - Train: 89.46% [1119100/1251000] [894.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000111] [CE 3.090 (4.272)] [KD 2.619 (3.265)] +2024-10-14 00:00:09,238 - Train: 89.46% [1119150/1251000] [894.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000111] [CE 3.696 (4.288)] [KD 3.121 (3.262)] +2024-10-14 00:00:16,994 - Train: 89.46% [1119200/1251000] [894.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000111] [CE 4.533 (4.239)] [KD 3.330 (3.251)] +2024-10-14 00:00:24,477 - Train: 89.47% [1119250/1251000] [894.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.000111] [CE 4.500 (4.182)] [KD 3.668 (3.206)] +2024-10-14 00:00:32,085 - Train: 89.47% [1119300/1251000] [894.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000110] [CE 4.429 (4.369)] [KD 3.481 (3.312)] +2024-10-14 00:00:39,556 - Train: 89.48% [1119350/1251000] [894.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000110] [CE 4.220 (4.296)] [KD 3.085 (3.280)] +2024-10-14 00:00:47,012 - Train: 89.48% [1119400/1251000] [894.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000110] [CE 4.265 (4.313)] [KD 3.326 (3.288)] +2024-10-14 00:00:54,565 - Train: 89.48% [1119450/1251000] [894.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000110] [CE 4.387 (4.189)] [KD 3.457 (3.234)] +2024-10-14 00:01:02,099 - Train: 89.49% [1119500/1251000] [894.9/1000.0] [batch_t 0.160 (0.151)] [data_t 0.006] [optim_t 0.154] [lr 0.000110] [CE 3.848 (4.200)] [KD 2.966 (3.219)] +2024-10-14 00:01:09,792 - Train: 89.49% [1119550/1251000] [894.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000110] [CE 3.904 (4.206)] [KD 2.959 (3.226)] +2024-10-14 00:01:17,375 - Train: 89.50% [1119600/1251000] [895.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000110] [CE 4.407 (4.241)] [KD 3.508 (3.249)] +2024-10-14 00:01:29,864 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 37582] [top5_cnt 46082] [top_all 50000] +2024-10-14 00:01:29,864 - net: 75.164 (92.164) +2024-10-14 00:01:35,618 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.103)] [top1_cnt 38101] [top5_cnt 46358] [top_all 50000] +2024-10-14 00:01:35,619 - net_E: 76.202 (92.716) +2024-10-14 00:01:35,781 - Max [top1: 75.272 (epoch: 894)] [top1-ema: 76.202 (epoch: 895)] +2024-10-14 00:01:35,781 - ==> Total time: 2 days, 2:14:26 Eta: 5:53:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 00:01:39,540 - Train: 89.50% [1119650/1251000] [895.0/1000.0] [batch_t 0.145 (0.240)] [data_t 0.004] [optim_t 0.140] [lr 0.000110] [CE 4.558 (4.353)] [KD 3.456 (3.281)] +2024-10-14 00:01:47,072 - Train: 89.50% [1119700/1251000] [895.0/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.000110] [CE 4.743 (4.309)] [KD 3.444 (3.263)] +2024-10-14 00:01:54,715 - Train: 89.51% [1119750/1251000] [895.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000110] [CE 4.648 (4.235)] [KD 3.344 (3.224)] +2024-10-14 00:02:02,351 - Train: 89.51% [1119800/1251000] [895.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000110] [CE 4.428 (4.337)] [KD 3.330 (3.293)] +2024-10-14 00:02:09,909 - Train: 89.52% [1119850/1251000] [895.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000110] [CE 4.310 (4.230)] [KD 3.258 (3.206)] +2024-10-14 00:02:17,581 - Train: 89.52% [1119900/1251000] [895.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000110] [CE 4.654 (4.191)] [KD 3.622 (3.212)] +2024-10-14 00:02:25,117 - Train: 89.52% [1119950/1251000] [895.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000110] [CE 4.156 (4.179)] [KD 3.255 (3.212)] +2024-10-14 00:02:32,800 - Train: 89.53% [1120000/1251000] [895.3/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000110] [CE 4.226 (4.223)] [KD 3.143 (3.236)] +2024-10-14 00:02:40,194 - Train: 89.53% [1120050/1251000] [895.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000110] [CE 4.943 (4.276)] [KD 3.617 (3.268)] +2024-10-14 00:02:47,697 - Train: 89.54% [1120100/1251000] [895.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000110] [CE 4.522 (4.264)] [KD 3.445 (3.247)] +2024-10-14 00:02:55,063 - Train: 89.54% [1120150/1251000] [895.4/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.000109] [CE 4.850 (4.253)] [KD 3.497 (3.237)] +2024-10-14 00:03:02,684 - Train: 89.54% [1120200/1251000] [895.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000109] [CE 4.339 (4.218)] [KD 3.231 (3.208)] +2024-10-14 00:03:10,151 - Train: 89.55% [1120250/1251000] [895.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000109] [CE 3.646 (4.169)] [KD 2.855 (3.223)] +2024-10-14 00:03:17,823 - Train: 89.55% [1120300/1251000] [895.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000109] [CE 4.224 (4.234)] [KD 3.220 (3.218)] +2024-10-14 00:03:25,189 - Train: 89.56% [1120350/1251000] [895.6/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.000109] [CE 4.674 (4.199)] [KD 3.670 (3.222)] +2024-10-14 00:03:32,681 - Train: 89.56% [1120400/1251000] [895.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000109] [CE 4.132 (4.224)] [KD 3.334 (3.237)] +2024-10-14 00:03:40,224 - Train: 89.56% [1120450/1251000] [895.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000109] [CE 4.605 (4.246)] [KD 3.508 (3.239)] +2024-10-14 00:03:47,728 - Train: 89.57% [1120500/1251000] [895.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.000109] [CE 4.248 (4.212)] [KD 3.294 (3.235)] +2024-10-14 00:03:55,267 - Train: 89.57% [1120550/1251000] [895.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000109] [CE 4.866 (4.273)] [KD 3.559 (3.267)] +2024-10-14 00:04:02,755 - Train: 89.58% [1120600/1251000] [895.8/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.000109] [CE 4.639 (4.253)] [KD 3.337 (3.221)] +2024-10-14 00:04:10,251 - Train: 89.58% [1120650/1251000] [895.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000109] [CE 4.242 (4.275)] [KD 3.233 (3.249)] +2024-10-14 00:04:17,793 - Train: 89.58% [1120700/1251000] [895.8/1000.0] [batch_t 0.142 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.000109] [CE 4.353 (4.302)] [KD 3.262 (3.283)] +2024-10-14 00:04:25,296 - Train: 89.59% [1120750/1251000] [895.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000109] [CE 4.451 (4.277)] [KD 3.530 (3.265)] +2024-10-14 00:04:32,891 - Train: 89.59% [1120800/1251000] [895.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000109] [CE 3.755 (4.292)] [KD 3.003 (3.285)] +2024-10-14 00:04:40,567 - Train: 89.60% [1120850/1251000] [896.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000109] [CE 4.082 (4.223)] [KD 3.129 (3.200)] +2024-10-14 00:04:52,890 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 37503] [top5_cnt 46099] [top_all 50000] +2024-10-14 00:04:52,891 - net: 75.006 (92.198) +2024-10-14 00:04:58,684 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 38094] [top5_cnt 46348] [top_all 50000] +2024-10-14 00:04:58,684 - net_E: 76.188 (92.696) +2024-10-14 00:04:58,848 - Max [top1: 75.272 (epoch: 894)] [top1-ema: 76.202 (epoch: 895)] +2024-10-14 00:04:58,848 - ==> Total time: 2 days, 2:17:49 Eta: 5:50:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 00:05:01,425 - Train: 89.60% [1120900/1251000] [896.0/1000.0] [batch_t 0.147 (0.267)] [data_t 0.003] [optim_t 0.144] [lr 0.000109] [CE 4.024 (4.313)] [KD 3.227 (3.264)] +2024-10-14 00:05:08,968 - Train: 89.60% [1120950/1251000] [896.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000108] [CE 4.144 (4.258)] [KD 3.327 (3.220)] +2024-10-14 00:05:16,542 - Train: 89.61% [1121000/1251000] [896.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000108] [CE 4.009 (4.333)] [KD 3.021 (3.305)] +2024-10-14 00:05:24,104 - Train: 89.61% [1121050/1251000] [896.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000108] [CE 4.398 (4.188)] [KD 3.554 (3.219)] +2024-10-14 00:05:31,693 - Train: 89.62% [1121100/1251000] [896.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000108] [CE 4.537 (4.279)] [KD 3.145 (3.250)] +2024-10-14 00:05:39,375 - Train: 89.62% [1121150/1251000] [896.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000108] [CE 4.407 (4.250)] [KD 3.306 (3.217)] +2024-10-14 00:05:46,794 - Train: 89.62% [1121200/1251000] [896.2/1000.0] [batch_t 0.150 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.000108] [CE 4.010 (4.320)] [KD 2.975 (3.267)] +2024-10-14 00:05:54,400 - Train: 89.63% [1121250/1251000] [896.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000108] [CE 4.227 (4.224)] [KD 3.202 (3.235)] +2024-10-14 00:06:02,072 - Train: 89.63% [1121300/1251000] [896.3/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.000108] [CE 4.514 (4.209)] [KD 3.394 (3.192)] +2024-10-14 00:06:09,639 - Train: 89.64% [1121350/1251000] [896.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000108] [CE 4.298 (4.316)] [KD 3.388 (3.279)] +2024-10-14 00:06:17,039 - Train: 89.64% [1121400/1251000] [896.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000108] [CE 4.202 (4.305)] [KD 3.119 (3.242)] +2024-10-14 00:06:24,668 - Train: 89.64% [1121450/1251000] [896.4/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.000108] [CE 4.537 (4.230)] [KD 3.354 (3.228)] +2024-10-14 00:06:32,197 - Train: 89.65% [1121500/1251000] [896.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000108] [CE 4.172 (4.249)] [KD 3.098 (3.225)] +2024-10-14 00:06:39,817 - Train: 89.65% [1121550/1251000] [896.5/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000108] [CE 4.084 (4.249)] [KD 3.136 (3.221)] +2024-10-14 00:06:47,269 - Train: 89.66% [1121600/1251000] [896.6/1000.0] [batch_t 0.161 (0.149)] [data_t 0.004] [optim_t 0.158] [lr 0.000108] [CE 4.161 (4.227)] [KD 3.174 (3.247)] +2024-10-14 00:06:54,797 - Train: 89.66% [1121650/1251000] [896.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000108] [CE 4.306 (4.246)] [KD 3.116 (3.227)] +2024-10-14 00:07:02,552 - Train: 89.66% [1121700/1251000] [896.6/1000.0] [batch_t 0.293 (0.155)] [data_t 0.004] [optim_t 0.288] [lr 0.000108] [CE 3.820 (4.265)] [KD 3.065 (3.246)] +2024-10-14 00:07:10,131 - Train: 89.67% [1121750/1251000] [896.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000108] [CE 4.144 (4.195)] [KD 3.236 (3.216)] +2024-10-14 00:07:17,668 - Train: 89.67% [1121800/1251000] [896.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000107] [CE 3.994 (4.149)] [KD 3.138 (3.189)] +2024-10-14 00:07:25,360 - Train: 89.68% [1121850/1251000] [896.8/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000107] [CE 4.190 (4.260)] [KD 3.081 (3.239)] +2024-10-14 00:07:32,893 - Train: 89.68% [1121900/1251000] [896.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000107] [CE 4.334 (4.238)] [KD 3.108 (3.235)] +2024-10-14 00:07:40,561 - Train: 89.68% [1121950/1251000] [896.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000107] [CE 4.546 (4.259)] [KD 3.387 (3.251)] +2024-10-14 00:07:48,143 - Train: 89.69% [1122000/1251000] [896.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000107] [CE 4.589 (4.288)] [KD 3.327 (3.268)] +2024-10-14 00:07:55,584 - Train: 89.69% [1122050/1251000] [896.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.000107] [CE 3.949 (4.322)] [KD 3.045 (3.289)] +2024-10-14 00:08:03,323 - Train: 89.70% [1122100/1251000] [897.0/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000107] [CE 4.602 (4.356)] [KD 3.485 (3.298)] +2024-10-14 00:08:16,008 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 37382] [top5_cnt 46018] [top_all 50000] +2024-10-14 00:08:16,009 - net: 74.764 (92.036) +2024-10-14 00:08:21,995 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.104)] [top1_cnt 38084] [top5_cnt 46333] [top_all 50000] +2024-10-14 00:08:21,995 - net_E: 76.168 (92.666) +2024-10-14 00:08:22,152 - Max [top1: 75.272 (epoch: 894)] [top1-ema: 76.202 (epoch: 895)] +2024-10-14 00:08:22,153 - ==> Total time: 2 days, 2:21:13 Eta: 5:46:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 00:08:24,462 - Train: 89.70% [1122150/1251000] [897.0/1000.0] [batch_t 0.144 (0.267)] [data_t 0.003] [optim_t 0.140] [lr 0.000107] [CE 4.392 (4.197)] [KD 3.386 (3.207)] +2024-10-14 00:08:32,011 - Train: 89.70% [1122200/1251000] [897.0/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000107] [CE 4.281 (4.265)] [KD 3.400 (3.214)] +2024-10-14 00:08:39,779 - Train: 89.71% [1122250/1251000] [897.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000107] [CE 4.074 (4.283)] [KD 3.184 (3.270)] +2024-10-14 00:08:47,386 - Train: 89.71% [1122300/1251000] [897.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000107] [CE 4.412 (4.252)] [KD 3.215 (3.234)] +2024-10-14 00:08:54,838 - Train: 89.72% [1122350/1251000] [897.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000107] [CE 4.350 (4.264)] [KD 3.257 (3.253)] +2024-10-14 00:09:02,506 - Train: 89.72% [1122400/1251000] [897.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000107] [CE 4.152 (4.272)] [KD 3.140 (3.257)] +2024-10-14 00:09:10,100 - Train: 89.72% [1122450/1251000] [897.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000107] [CE 3.737 (4.221)] [KD 2.965 (3.213)] +2024-10-14 00:09:17,681 - Train: 89.73% [1122500/1251000] [897.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000107] [CE 4.221 (4.302)] [KD 3.262 (3.244)] +2024-10-14 00:09:25,171 - Train: 89.73% [1122550/1251000] [897.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000107] [CE 3.910 (4.285)] [KD 3.023 (3.240)] +2024-10-14 00:09:32,692 - Train: 89.74% [1122600/1251000] [897.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000107] [CE 4.015 (4.311)] [KD 3.185 (3.255)] +2024-10-14 00:09:40,235 - Train: 89.74% [1122650/1251000] [897.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000106] [CE 4.394 (4.283)] [KD 3.344 (3.247)] +2024-10-14 00:09:47,887 - Train: 89.74% [1122700/1251000] [897.4/1000.0] [batch_t 0.153 (0.153)] [data_t 0.006] [optim_t 0.147] [lr 0.000106] [CE 4.278 (4.249)] [KD 3.387 (3.237)] +2024-10-14 00:09:55,298 - Train: 89.75% [1122750/1251000] [897.5/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.000106] [CE 4.198 (4.233)] [KD 3.198 (3.238)] +2024-10-14 00:10:02,942 - Train: 89.75% [1122800/1251000] [897.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000106] [CE 3.926 (4.258)] [KD 3.008 (3.209)] +2024-10-14 00:10:10,448 - Train: 89.76% [1122850/1251000] [897.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000106] [CE 4.417 (4.361)] [KD 3.472 (3.297)] +2024-10-14 00:10:18,014 - Train: 89.76% [1122900/1251000] [897.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000106] [CE 4.577 (4.288)] [KD 3.591 (3.245)] +2024-10-14 00:10:25,527 - Train: 89.76% [1122950/1251000] [897.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000106] [CE 4.072 (4.203)] [KD 3.127 (3.206)] +2024-10-14 00:10:33,071 - Train: 89.77% [1123000/1251000] [897.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000106] [CE 4.389 (4.185)] [KD 3.414 (3.205)] +2024-10-14 00:10:40,458 - Train: 89.77% [1123050/1251000] [897.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000106] [CE 4.087 (4.278)] [KD 3.157 (3.224)] +2024-10-14 00:10:48,107 - Train: 89.78% [1123100/1251000] [897.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.000106] [CE 4.701 (4.327)] [KD 3.234 (3.276)] +2024-10-14 00:10:55,783 - Train: 89.78% [1123150/1251000] [897.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000106] [CE 4.393 (4.225)] [KD 3.730 (3.211)] +2024-10-14 00:11:03,308 - Train: 89.78% [1123200/1251000] [897.8/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.000106] [CE 4.214 (4.313)] [KD 3.150 (3.276)] +2024-10-14 00:11:10,977 - Train: 89.79% [1123250/1251000] [897.9/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.000106] [CE 4.246 (4.236)] [KD 3.267 (3.256)] +2024-10-14 00:11:18,447 - Train: 89.79% [1123300/1251000] [897.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000106] [CE 4.197 (4.192)] [KD 3.160 (3.217)] +2024-10-14 00:11:26,012 - Train: 89.80% [1123350/1251000] [898.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000106] [CE 4.396 (4.227)] [KD 3.415 (3.226)] +2024-10-14 00:11:38,931 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.106)] [top1_cnt 37556] [top5_cnt 46120] [top_all 50000] +2024-10-14 00:11:38,932 - net: 75.112 (92.240) +2024-10-14 00:11:44,685 - Test (net_E): 100.00% [50/50] [batch_t 0.034 (0.103)] [top1_cnt 38124] [top5_cnt 46349] [top_all 50000] +2024-10-14 00:11:44,685 - net_E: 76.248 (92.698) +2024-10-14 00:11:44,829 - Max [top1: 75.272 (epoch: 894)] [top1-ema: 76.248 (epoch: 898)] +2024-10-14 00:11:44,829 - ==> Total time: 2 days, 2:24:35 Eta: 5:43:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 00:11:47,851 - Train: 89.80% [1123400/1251000] [898.0/1000.0] [batch_t 0.149 (0.357)] [data_t 0.004] [optim_t 0.145] [lr 0.000106] [CE 3.987 (4.119)] [KD 3.000 (3.079)] +2024-10-14 00:11:55,352 - Train: 89.80% [1123450/1251000] [898.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000106] [CE 4.720 (4.250)] [KD 3.341 (3.210)] +2024-10-14 00:12:03,307 - Train: 89.81% [1123500/1251000] [898.1/1000.0] [batch_t 0.156 (0.159)] [data_t 0.004] [optim_t 0.152] [lr 0.000105] [CE 4.972 (4.292)] [KD 3.559 (3.274)] +2024-10-14 00:12:10,975 - Train: 89.81% [1123550/1251000] [898.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000105] [CE 4.133 (4.224)] [KD 3.156 (3.184)] +2024-10-14 00:12:18,417 - Train: 89.82% [1123600/1251000] [898.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000105] [CE 4.315 (4.275)] [KD 3.407 (3.231)] +2024-10-14 00:12:26,155 - Train: 89.82% [1123650/1251000] [898.2/1000.0] [batch_t 0.144 (0.155)] [data_t 0.003] [optim_t 0.140] [lr 0.000105] [CE 3.926 (4.301)] [KD 2.948 (3.254)] +2024-10-14 00:12:33,741 - Train: 89.82% [1123700/1251000] [898.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000105] [CE 4.580 (4.241)] [KD 3.238 (3.203)] +2024-10-14 00:12:41,205 - Train: 89.83% [1123750/1251000] [898.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000105] [CE 4.441 (4.249)] [KD 3.625 (3.226)] +2024-10-14 00:12:48,771 - Train: 89.83% [1123800/1251000] [898.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000105] [CE 4.278 (4.265)] [KD 3.171 (3.218)] +2024-10-14 00:12:56,290 - Train: 89.84% [1123850/1251000] [898.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.007] [optim_t 0.144] [lr 0.000105] [CE 4.338 (4.242)] [KD 3.307 (3.225)] +2024-10-14 00:13:04,042 - Train: 89.84% [1123900/1251000] [898.4/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000105] [CE 4.056 (4.260)] [KD 2.843 (3.254)] +2024-10-14 00:13:11,650 - Train: 89.84% [1123950/1251000] [898.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000105] [CE 3.870 (4.234)] [KD 2.857 (3.192)] +2024-10-14 00:13:19,218 - Train: 89.85% [1124000/1251000] [898.5/1000.0] [batch_t 0.158 (0.151)] [data_t 0.004] [optim_t 0.155] [lr 0.000105] [CE 4.515 (4.158)] [KD 3.310 (3.188)] +2024-10-14 00:13:26,953 - Train: 89.85% [1124050/1251000] [898.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000105] [CE 4.390 (4.367)] [KD 3.208 (3.272)] +2024-10-14 00:13:34,448 - Train: 89.86% [1124100/1251000] [898.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000105] [CE 3.930 (4.267)] [KD 3.221 (3.247)] +2024-10-14 00:13:41,992 - Train: 89.86% [1124150/1251000] [898.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000105] [CE 4.206 (4.236)] [KD 3.098 (3.208)] +2024-10-14 00:13:49,599 - Train: 89.86% [1124200/1251000] [898.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000105] [CE 4.508 (4.184)] [KD 3.264 (3.213)] +2024-10-14 00:13:57,170 - Train: 89.87% [1124250/1251000] [898.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.000105] [CE 4.536 (4.207)] [KD 3.270 (3.208)] +2024-10-14 00:14:04,781 - Train: 89.87% [1124300/1251000] [898.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000105] [CE 4.185 (4.321)] [KD 3.192 (3.272)] +2024-10-14 00:14:12,465 - Train: 89.88% [1124350/1251000] [898.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000104] [CE 4.669 (4.222)] [KD 3.391 (3.238)] +2024-10-14 00:14:20,007 - Train: 89.88% [1124400/1251000] [898.8/1000.0] [batch_t 0.263 (0.151)] [data_t 0.003] [optim_t 0.260] [lr 0.000104] [CE 4.043 (4.266)] [KD 3.290 (3.260)] +2024-10-14 00:14:27,380 - Train: 89.88% [1124450/1251000] [898.8/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.000104] [CE 4.436 (4.302)] [KD 3.172 (3.273)] +2024-10-14 00:14:34,973 - Train: 89.89% [1124500/1251000] [898.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000104] [CE 4.231 (4.216)] [KD 3.163 (3.213)] +2024-10-14 00:14:42,728 - Train: 89.89% [1124550/1251000] [898.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000104] [CE 4.826 (4.284)] [KD 3.765 (3.270)] +2024-10-14 00:14:50,297 - Train: 89.90% [1124600/1251000] [899.0/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000104] [CE 4.019 (4.287)] [KD 3.148 (3.220)] +2024-10-14 00:15:03,316 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 37461] [top5_cnt 46082] [top_all 50000] +2024-10-14 00:15:03,317 - net: 74.922 (92.164) +2024-10-14 00:15:09,152 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 38109] [top5_cnt 46351] [top_all 50000] +2024-10-14 00:15:09,153 - net_E: 76.218 (92.702) +2024-10-14 00:15:09,317 - Max [top1: 75.272 (epoch: 894)] [top1-ema: 76.248 (epoch: 898)] +2024-10-14 00:15:09,317 - ==> Total time: 2 days, 2:28:00 Eta: 5:40:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 00:15:11,459 - Train: 89.90% [1124650/1251000] [899.0/1000.0] [batch_t 0.621 (0.621)] [data_t 0.395] [optim_t 0.226] [lr 0.000104] [CE 4.625 (4.625)] [KD 3.358 (3.358)] +2024-10-14 00:15:18,984 - Train: 89.90% [1124700/1251000] [899.0/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.000104] [CE 4.366 (4.253)] [KD 3.312 (3.233)] +2024-10-14 00:15:26,535 - Train: 89.91% [1124750/1251000] [899.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000104] [CE 4.365 (4.300)] [KD 3.341 (3.251)] +2024-10-14 00:15:33,952 - Train: 89.91% [1124800/1251000] [899.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000104] [CE 4.639 (4.223)] [KD 3.609 (3.174)] +2024-10-14 00:15:41,506 - Train: 89.92% [1124850/1251000] [899.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000104] [CE 3.928 (4.251)] [KD 3.120 (3.232)] +2024-10-14 00:15:48,903 - Train: 89.92% [1124900/1251000] [899.2/1000.0] [batch_t 0.154 (0.148)] [data_t 0.003] [optim_t 0.151] [lr 0.000104] [CE 4.367 (4.251)] [KD 3.287 (3.206)] +2024-10-14 00:15:56,459 - Train: 89.92% [1124950/1251000] [899.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000104] [CE 4.050 (4.259)] [KD 3.181 (3.238)] +2024-10-14 00:16:04,467 - Train: 89.93% [1125000/1251000] [899.3/1000.0] [batch_t 0.148 (0.160)] [data_t 0.004] [optim_t 0.143] [lr 0.000104] [CE 3.865 (4.283)] [KD 2.920 (3.260)] +2024-10-14 00:16:12,074 - Train: 89.93% [1125050/1251000] [899.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000104] [CE 3.969 (4.269)] [KD 3.049 (3.243)] +2024-10-14 00:16:19,510 - Train: 89.94% [1125100/1251000] [899.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000104] [CE 4.539 (4.336)] [KD 3.304 (3.245)] +2024-10-14 00:16:27,079 - Train: 89.94% [1125150/1251000] [899.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000104] [CE 4.705 (4.290)] [KD 3.283 (3.217)] +2024-10-14 00:16:34,534 - Train: 89.94% [1125200/1251000] [899.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000103] [CE 4.175 (4.276)] [KD 3.217 (3.227)] +2024-10-14 00:16:42,129 - Train: 89.95% [1125250/1251000] [899.5/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000103] [CE 3.948 (4.282)] [KD 3.218 (3.242)] +2024-10-14 00:16:49,738 - Train: 89.95% [1125300/1251000] [899.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.000103] [CE 3.967 (4.262)] [KD 3.064 (3.225)] +2024-10-14 00:16:57,535 - Train: 89.96% [1125350/1251000] [899.6/1000.0] [batch_t 0.145 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.000103] [CE 4.587 (4.200)] [KD 3.474 (3.186)] +2024-10-14 00:17:05,384 - Train: 89.96% [1125400/1251000] [899.6/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000103] [CE 4.187 (4.235)] [KD 3.134 (3.197)] +2024-10-14 00:17:12,956 - Train: 89.96% [1125450/1251000] [899.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000103] [CE 4.025 (4.292)] [KD 3.195 (3.246)] +2024-10-14 00:17:20,467 - Train: 89.97% [1125500/1251000] [899.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000103] [CE 4.022 (4.291)] [KD 3.195 (3.224)] +2024-10-14 00:17:28,087 - Train: 89.97% [1125550/1251000] [899.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000103] [CE 4.753 (4.365)] [KD 3.457 (3.266)] +2024-10-14 00:17:35,935 - Train: 89.98% [1125600/1251000] [899.8/1000.0] [batch_t 0.150 (0.157)] [data_t 0.006] [optim_t 0.144] [lr 0.000103] [CE 4.561 (4.245)] [KD 3.372 (3.210)] +2024-10-14 00:17:43,590 - Train: 89.98% [1125650/1251000] [899.8/1000.0] [batch_t 0.155 (0.153)] [data_t 0.007] [optim_t 0.148] [lr 0.000103] [CE 4.006 (4.226)] [KD 3.372 (3.239)] +2024-10-14 00:17:51,117 - Train: 89.98% [1125700/1251000] [899.8/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.000103] [CE 4.424 (4.246)] [KD 3.225 (3.225)] +2024-10-14 00:17:58,639 - Train: 89.99% [1125750/1251000] [899.9/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.000103] [CE 4.348 (4.275)] [KD 3.287 (3.238)] +2024-10-14 00:18:06,302 - Train: 89.99% [1125800/1251000] [899.9/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000103] [CE 4.779 (4.292)] [KD 3.529 (3.258)] +2024-10-14 00:18:14,283 - Train: 90.00% [1125850/1251000] [900.0/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000103] [CE 4.311 (4.289)] [KD 3.168 (3.211)] +2024-10-14 00:18:21,826 - Train: 90.00% [1125900/1251000] [900.0/1000.0] [batch_t 0.140 (0.151)] [data_t 0.003] [optim_t 0.136] [lr 0.000103] [CE 4.068 (4.242)] [KD 3.189 (3.202)] +2024-10-14 00:18:27,491 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37477] [top5_cnt 46094] [top_all 50000] +2024-10-14 00:18:27,491 - net: 74.954 (92.188) +2024-10-14 00:18:33,366 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38129] [top5_cnt 46360] [top_all 50000] +2024-10-14 00:18:33,367 - net_E: 76.258 (92.720) +2024-10-14 00:18:33,519 - Max [top1: 75.272 (epoch: 894)] [top1-ema: 76.258 (epoch: 900)] +2024-10-14 00:18:33,520 - ==> Total time: 2 days, 2:31:24 Eta: 5:36:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 00:18:44,947 - Train: 90.00% [1125950/1251000] [900.0/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000103] [CE 4.027 (4.284)] [KD 2.975 (3.232)] +2024-10-14 00:18:52,616 - Train: 90.01% [1126000/1251000] [900.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000103] [CE 4.832 (4.261)] [KD 3.538 (3.218)] +2024-10-14 00:19:00,129 - Train: 90.01% [1126050/1251000] [900.1/1000.0] [batch_t 0.152 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.000103] [CE 4.452 (4.270)] [KD 3.447 (3.226)] +2024-10-14 00:19:07,625 - Train: 90.02% [1126100/1251000] [900.2/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.000102] [CE 4.220 (4.255)] [KD 3.151 (3.183)] +2024-10-14 00:19:15,237 - Train: 90.02% [1126150/1251000] [900.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000102] [CE 4.398 (4.273)] [KD 3.083 (3.212)] +2024-10-14 00:19:23,272 - Train: 90.02% [1126200/1251000] [900.2/1000.0] [batch_t 0.150 (0.161)] [data_t 0.004] [optim_t 0.146] [lr 0.000102] [CE 3.621 (4.273)] [KD 2.933 (3.230)] +2024-10-14 00:19:30,986 - Train: 90.03% [1126250/1251000] [900.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.000102] [CE 4.541 (4.329)] [KD 3.337 (3.262)] +2024-10-14 00:19:38,441 - Train: 90.03% [1126300/1251000] [900.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.000102] [CE 3.735 (4.153)] [KD 2.948 (3.144)] +2024-10-14 00:19:46,023 - Train: 90.04% [1126350/1251000] [900.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000102] [CE 4.294 (4.306)] [KD 3.121 (3.214)] +2024-10-14 00:19:53,487 - Train: 90.04% [1126400/1251000] [900.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000102] [CE 4.312 (4.251)] [KD 3.128 (3.210)] +2024-10-14 00:20:01,172 - Train: 90.04% [1126450/1251000] [900.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.000102] [CE 4.046 (4.292)] [KD 3.103 (3.230)] +2024-10-14 00:20:08,856 - Train: 90.05% [1126500/1251000] [900.5/1000.0] [batch_t 0.260 (0.154)] [data_t 0.004] [optim_t 0.256] [lr 0.000102] [CE 4.477 (4.228)] [KD 3.325 (3.227)] +2024-10-14 00:20:16,321 - Train: 90.05% [1126550/1251000] [900.5/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.000102] [CE 3.752 (4.253)] [KD 3.158 (3.216)] +2024-10-14 00:20:23,794 - Train: 90.06% [1126600/1251000] [900.6/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.000102] [CE 4.007 (4.174)] [KD 3.203 (3.182)] +2024-10-14 00:20:31,670 - Train: 90.06% [1126650/1251000] [900.6/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.000102] [CE 3.888 (4.138)] [KD 2.926 (3.176)] +2024-10-14 00:20:39,218 - Train: 90.06% [1126700/1251000] [900.6/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000102] [CE 4.499 (4.207)] [KD 3.423 (3.235)] +2024-10-14 00:20:46,827 - Train: 90.07% [1126750/1251000] [900.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000102] [CE 3.932 (4.184)] [KD 3.122 (3.213)] +2024-10-14 00:20:54,407 - Train: 90.07% [1126800/1251000] [900.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000102] [CE 4.814 (4.296)] [KD 3.419 (3.245)] +2024-10-14 00:21:01,908 - Train: 90.08% [1126850/1251000] [900.8/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.000102] [CE 4.133 (4.219)] [KD 3.170 (3.191)] +2024-10-14 00:21:09,563 - Train: 90.08% [1126900/1251000] [900.8/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000102] [CE 4.435 (4.253)] [KD 3.374 (3.199)] +2024-10-14 00:21:17,126 - Train: 90.08% [1126950/1251000] [900.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000101] [CE 3.786 (4.230)] [KD 2.985 (3.207)] +2024-10-14 00:21:24,737 - Train: 90.09% [1127000/1251000] [900.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000101] [CE 4.051 (4.297)] [KD 3.217 (3.250)] +2024-10-14 00:21:32,700 - Train: 90.09% [1127050/1251000] [900.9/1000.0] [batch_t 0.147 (0.159)] [data_t 0.005] [optim_t 0.142] [lr 0.000101] [CE 3.782 (4.257)] [KD 2.997 (3.252)] +2024-10-14 00:21:40,324 - Train: 90.10% [1127100/1251000] [901.0/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000101] [CE 4.506 (4.288)] [KD 3.370 (3.232)] +2024-10-14 00:21:47,672 - Train: 90.10% [1127150/1251000] [901.0/1000.0] [batch_t 0.139 (0.147)] [data_t 0.004] [optim_t 0.134] [lr 0.000101] [CE 4.529 (4.238)] [KD 3.456 (3.220)] +2024-10-14 00:21:53,512 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37548] [top5_cnt 46086] [top_all 50000] +2024-10-14 00:21:53,513 - net: 75.096 (92.172) +2024-10-14 00:21:59,427 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 38118] [top5_cnt 46351] [top_all 50000] +2024-10-14 00:21:59,428 - net_E: 76.236 (92.702) +2024-10-14 00:21:59,568 - Max [top1: 75.272 (epoch: 894)] [top1-ema: 76.258 (epoch: 900)] +2024-10-14 00:21:59,568 - ==> Total time: 2 days, 2:34:50 Eta: 5:33:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 00:22:09,143 - Train: 90.10% [1127200/1251000] [901.0/1000.0] [batch_t 0.151 (0.162)] [data_t 0.005] [optim_t 0.146] [lr 0.000101] [CE 4.343 (4.284)] [KD 3.118 (3.243)] +2024-10-14 00:22:16,960 - Train: 90.11% [1127250/1251000] [901.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000101] [CE 4.854 (4.314)] [KD 3.580 (3.274)] +2024-10-14 00:22:24,443 - Train: 90.11% [1127300/1251000] [901.1/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.151] [lr 0.000101] [CE 4.511 (4.247)] [KD 3.304 (3.208)] +2024-10-14 00:22:32,207 - Train: 90.12% [1127350/1251000] [901.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000101] [CE 4.063 (4.211)] [KD 3.020 (3.193)] +2024-10-14 00:22:39,681 - Train: 90.12% [1127400/1251000] [901.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000101] [CE 3.980 (4.228)] [KD 3.160 (3.184)] +2024-10-14 00:22:47,169 - Train: 90.12% [1127450/1251000] [901.2/1000.0] [batch_t 0.156 (0.150)] [data_t 0.003] [optim_t 0.153] [lr 0.000101] [CE 4.500 (4.274)] [KD 3.156 (3.231)] +2024-10-14 00:22:55,184 - Train: 90.13% [1127500/1251000] [901.3/1000.0] [batch_t 0.147 (0.160)] [data_t 0.004] [optim_t 0.143] [lr 0.000101] [CE 4.556 (4.231)] [KD 3.349 (3.179)] +2024-10-14 00:23:02,817 - Train: 90.13% [1127550/1251000] [901.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000101] [CE 4.234 (4.234)] [KD 3.275 (3.201)] +2024-10-14 00:23:10,520 - Train: 90.14% [1127600/1251000] [901.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000101] [CE 4.113 (4.247)] [KD 2.904 (3.223)] +2024-10-14 00:23:18,218 - Train: 90.14% [1127650/1251000] [901.4/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.000101] [CE 4.529 (4.274)] [KD 3.492 (3.248)] +2024-10-14 00:23:25,727 - Train: 90.14% [1127700/1251000] [901.4/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.000101] [CE 4.356 (4.276)] [KD 3.224 (3.244)] +2024-10-14 00:23:33,307 - Train: 90.15% [1127750/1251000] [901.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000101] [CE 4.234 (4.257)] [KD 3.281 (3.250)] +2024-10-14 00:23:40,732 - Train: 90.15% [1127800/1251000] [901.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000101] [CE 3.844 (4.294)] [KD 3.032 (3.233)] +2024-10-14 00:23:48,224 - Train: 90.16% [1127850/1251000] [901.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000100] [CE 4.805 (4.211)] [KD 3.631 (3.223)] +2024-10-14 00:23:56,186 - Train: 90.16% [1127900/1251000] [901.6/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.000100] [CE 3.739 (4.251)] [KD 2.969 (3.226)] +2024-10-14 00:24:03,781 - Train: 90.16% [1127950/1251000] [901.6/1000.0] [batch_t 0.291 (0.152)] [data_t 0.004] [optim_t 0.287] [lr 0.000100] [CE 3.505 (4.178)] [KD 2.692 (3.165)] +2024-10-14 00:24:11,321 - Train: 90.17% [1128000/1251000] [901.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000100] [CE 4.233 (4.241)] [KD 3.216 (3.208)] +2024-10-14 00:24:18,917 - Train: 90.17% [1128050/1251000] [901.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000100] [CE 4.268 (4.280)] [KD 3.424 (3.221)] +2024-10-14 00:24:26,541 - Train: 90.18% [1128100/1251000] [901.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000100] [CE 3.925 (4.199)] [KD 3.237 (3.185)] +2024-10-14 00:24:34,005 - Train: 90.18% [1128150/1251000] [901.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000100] [CE 4.080 (4.315)] [KD 3.104 (3.263)] +2024-10-14 00:24:41,786 - Train: 90.18% [1128200/1251000] [901.8/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000100] [CE 4.183 (4.218)] [KD 3.351 (3.196)] +2024-10-14 00:24:49,269 - Train: 90.19% [1128250/1251000] [901.9/1000.0] [batch_t 0.157 (0.150)] [data_t 0.005] [optim_t 0.151] [lr 0.000100] [CE 4.758 (4.282)] [KD 3.532 (3.219)] +2024-10-14 00:24:56,824 - Train: 90.19% [1128300/1251000] [901.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000100] [CE 4.475 (4.264)] [KD 3.342 (3.206)] +2024-10-14 00:25:04,537 - Train: 90.20% [1128350/1251000] [902.0/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000100] [CE 4.894 (4.305)] [KD 3.631 (3.246)] +2024-10-14 00:25:12,100 - Train: 90.20% [1128400/1251000] [902.0/1000.0] [batch_t 0.140 (0.151)] [data_t 0.003] [optim_t 0.137] [lr 0.000100] [CE 4.561 (4.282)] [KD 3.313 (3.237)] +2024-10-14 00:25:18,213 - Test (net): 100.00% [50/50] [batch_t 0.091 (0.105)] [top1_cnt 37576] [top5_cnt 46078] [top_all 50000] +2024-10-14 00:25:18,214 - net: 75.152 (92.156) +2024-10-14 00:25:23,941 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.102)] [top1_cnt 38116] [top5_cnt 46351] [top_all 50000] +2024-10-14 00:25:23,942 - net_E: 76.232 (92.702) +2024-10-14 00:25:24,100 - Max [top1: 75.272 (epoch: 894)] [top1-ema: 76.258 (epoch: 900)] +2024-10-14 00:25:24,101 - ==> Total time: 2 days, 2:38:15 Eta: 5:30:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 00:25:33,573 - Train: 90.20% [1128450/1251000] [902.0/1000.0] [batch_t 0.145 (0.161)] [data_t 0.004] [optim_t 0.141] [lr 0.000100] [CE 4.253 (4.253)] [KD 3.064 (3.208)] +2024-10-14 00:25:41,486 - Train: 90.21% [1128500/1251000] [902.1/1000.0] [batch_t 0.147 (0.158)] [data_t 0.004] [optim_t 0.143] [lr 0.000100] [CE 4.331 (4.259)] [KD 3.002 (3.208)] +2024-10-14 00:25:49,052 - Train: 90.21% [1128550/1251000] [902.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000100] [CE 3.981 (4.198)] [KD 3.166 (3.197)] +2024-10-14 00:25:56,734 - Train: 90.22% [1128600/1251000] [902.2/1000.0] [batch_t 0.159 (0.154)] [data_t 0.004] [optim_t 0.155] [lr 0.000100] [CE 4.218 (4.299)] [KD 3.178 (3.219)] +2024-10-14 00:26:04,272 - Train: 90.22% [1128650/1251000] [902.2/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.000100] [CE 4.172 (4.193)] [KD 3.223 (3.176)] +2024-10-14 00:26:11,892 - Train: 90.22% [1128700/1251000] [902.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000099] [CE 4.748 (4.281)] [KD 3.459 (3.216)] +2024-10-14 00:26:19,739 - Train: 90.23% [1128750/1251000] [902.3/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000099] [CE 3.814 (4.217)] [KD 3.004 (3.189)] +2024-10-14 00:26:27,503 - Train: 90.23% [1128800/1251000] [902.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000099] [CE 4.258 (4.235)] [KD 2.985 (3.170)] +2024-10-14 00:26:35,023 - Train: 90.24% [1128850/1251000] [902.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000099] [CE 4.186 (4.222)] [KD 3.090 (3.176)] +2024-10-14 00:26:42,957 - Train: 90.24% [1128900/1251000] [902.4/1000.0] [batch_t 0.146 (0.159)] [data_t 0.003] [optim_t 0.143] [lr 0.000099] [CE 3.959 (4.244)] [KD 3.078 (3.190)] +2024-10-14 00:26:50,377 - Train: 90.24% [1128950/1251000] [902.4/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.000099] [CE 4.233 (4.287)] [KD 3.115 (3.238)] +2024-10-14 00:26:57,850 - Train: 90.25% [1129000/1251000] [902.5/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000099] [CE 4.279 (4.252)] [KD 3.160 (3.229)] +2024-10-14 00:27:05,465 - Train: 90.25% [1129050/1251000] [902.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000099] [CE 3.811 (4.270)] [KD 2.972 (3.204)] +2024-10-14 00:27:13,124 - Train: 90.26% [1129100/1251000] [902.6/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.000099] [CE 3.852 (4.243)] [KD 3.014 (3.186)] +2024-10-14 00:27:20,595 - Train: 90.26% [1129150/1251000] [902.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000099] [CE 4.456 (4.361)] [KD 3.464 (3.271)] +2024-10-14 00:27:28,757 - Train: 90.26% [1129200/1251000] [902.6/1000.0] [batch_t 0.161 (0.163)] [data_t 0.004] [optim_t 0.157] [lr 0.000099] [CE 4.051 (4.223)] [KD 3.106 (3.203)] +2024-10-14 00:27:36,238 - Train: 90.27% [1129250/1251000] [902.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000099] [CE 3.746 (4.215)] [KD 2.915 (3.192)] +2024-10-14 00:27:43,826 - Train: 90.27% [1129300/1251000] [902.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000099] [CE 4.272 (4.192)] [KD 3.284 (3.184)] +2024-10-14 00:27:51,581 - Train: 90.28% [1129350/1251000] [902.8/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000099] [CE 4.067 (4.167)] [KD 3.031 (3.188)] +2024-10-14 00:27:59,063 - Train: 90.28% [1129400/1251000] [902.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000099] [CE 4.453 (4.225)] [KD 3.202 (3.209)] +2024-10-14 00:28:06,899 - Train: 90.28% [1129450/1251000] [902.8/1000.0] [batch_t 0.160 (0.157)] [data_t 0.005] [optim_t 0.155] [lr 0.000099] [CE 4.029 (4.279)] [KD 3.216 (3.232)] +2024-10-14 00:28:14,500 - Train: 90.29% [1129500/1251000] [902.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000099] [CE 4.240 (4.267)] [KD 3.247 (3.219)] +2024-10-14 00:28:21,957 - Train: 90.29% [1129550/1251000] [902.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000099] [CE 3.838 (4.349)] [KD 2.856 (3.255)] +2024-10-14 00:28:29,589 - Train: 90.30% [1129600/1251000] [903.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000098] [CE 4.383 (4.306)] [KD 3.312 (3.216)] +2024-10-14 00:28:37,209 - Train: 90.30% [1129650/1251000] [903.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000098] [CE 4.487 (4.294)] [KD 3.440 (3.237)] +2024-10-14 00:28:43,329 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 37427] [top5_cnt 45952] [top_all 50000] +2024-10-14 00:28:43,329 - net: 74.854 (91.904) +2024-10-14 00:28:49,121 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 38106] [top5_cnt 46364] [top_all 50000] +2024-10-14 00:28:49,122 - net_E: 76.212 (92.728) +2024-10-14 00:28:49,276 - Max [top1: 75.272 (epoch: 894)] [top1-ema: 76.258 (epoch: 900)] +2024-10-14 00:28:49,276 - ==> Total time: 2 days, 2:41:40 Eta: 5:26:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 00:28:58,431 - Train: 90.30% [1129700/1251000] [903.0/1000.0] [batch_t 0.149 (0.161)] [data_t 0.005] [optim_t 0.144] [lr 0.000098] [CE 4.513 (4.231)] [KD 3.129 (3.208)] +2024-10-14 00:29:06,046 - Train: 90.31% [1129750/1251000] [903.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000098] [CE 4.542 (4.280)] [KD 3.200 (3.221)] +2024-10-14 00:29:13,819 - Train: 90.31% [1129800/1251000] [903.1/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000098] [CE 4.122 (4.275)] [KD 3.232 (3.231)] +2024-10-14 00:29:21,403 - Train: 90.32% [1129850/1251000] [903.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.000098] [CE 4.680 (4.250)] [KD 3.458 (3.224)] +2024-10-14 00:29:28,847 - Train: 90.32% [1129900/1251000] [903.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000098] [CE 4.618 (4.274)] [KD 3.255 (3.211)] +2024-10-14 00:29:36,368 - Train: 90.32% [1129950/1251000] [903.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000098] [CE 4.382 (4.272)] [KD 3.422 (3.234)] +2024-10-14 00:29:44,194 - Train: 90.33% [1130000/1251000] [903.3/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.000098] [CE 4.163 (4.253)] [KD 3.038 (3.235)] +2024-10-14 00:29:51,801 - Train: 90.33% [1130050/1251000] [903.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000098] [CE 4.331 (4.304)] [KD 3.303 (3.251)] +2024-10-14 00:29:59,391 - Train: 90.34% [1130100/1251000] [903.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000098] [CE 4.570 (4.277)] [KD 3.481 (3.222)] +2024-10-14 00:30:07,055 - Train: 90.34% [1130150/1251000] [903.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000098] [CE 4.251 (4.294)] [KD 3.388 (3.255)] +2024-10-14 00:30:14,614 - Train: 90.34% [1130200/1251000] [903.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.007] [optim_t 0.143] [lr 0.000098] [CE 4.283 (4.232)] [KD 3.239 (3.175)] +2024-10-14 00:30:22,044 - Train: 90.35% [1130250/1251000] [903.5/1000.0] [batch_t 0.143 (0.148)] [data_t 0.003] [optim_t 0.140] [lr 0.000098] [CE 4.507 (4.293)] [KD 3.393 (3.212)] +2024-10-14 00:30:29,788 - Train: 90.35% [1130300/1251000] [903.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000098] [CE 4.096 (4.235)] [KD 3.145 (3.202)] +2024-10-14 00:30:37,240 - Train: 90.36% [1130350/1251000] [903.6/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.000098] [CE 4.550 (4.224)] [KD 3.211 (3.200)] +2024-10-14 00:30:44,968 - Train: 90.36% [1130400/1251000] [903.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000098] [CE 3.752 (4.232)] [KD 2.937 (3.214)] +2024-10-14 00:30:52,686 - Train: 90.36% [1130450/1251000] [903.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000098] [CE 4.314 (4.265)] [KD 3.282 (3.213)] +2024-10-14 00:31:00,118 - Train: 90.37% [1130500/1251000] [903.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000097] [CE 4.792 (4.239)] [KD 3.487 (3.194)] +2024-10-14 00:31:07,653 - Train: 90.37% [1130550/1251000] [903.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000097] [CE 3.744 (4.225)] [KD 3.022 (3.181)] +2024-10-14 00:31:15,262 - Train: 90.38% [1130600/1251000] [903.8/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000097] [CE 4.816 (4.350)] [KD 3.665 (3.247)] +2024-10-14 00:31:23,039 - Train: 90.38% [1130650/1251000] [903.8/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000097] [CE 3.850 (4.151)] [KD 3.084 (3.181)] +2024-10-14 00:31:30,720 - Train: 90.38% [1130700/1251000] [903.8/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.000097] [CE 4.073 (4.237)] [KD 3.203 (3.188)] +2024-10-14 00:31:38,294 - Train: 90.39% [1130750/1251000] [903.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000097] [CE 3.957 (4.193)] [KD 2.944 (3.161)] +2024-10-14 00:31:45,738 - Train: 90.39% [1130800/1251000] [903.9/1000.0] [batch_t 0.143 (0.149)] [data_t 0.005] [optim_t 0.139] [lr 0.000097] [CE 4.571 (4.251)] [KD 3.395 (3.207)] +2024-10-14 00:31:53,319 - Train: 90.40% [1130850/1251000] [904.0/1000.0] [batch_t 0.156 (0.152)] [data_t 0.006] [optim_t 0.150] [lr 0.000097] [CE 4.554 (4.206)] [KD 3.556 (3.177)] +2024-10-14 00:32:00,796 - Train: 90.40% [1130900/1251000] [904.0/1000.0] [batch_t 0.139 (0.149)] [data_t 0.004] [optim_t 0.135] [lr 0.000097] [CE 4.550 (4.296)] [KD 3.163 (3.223)] +2024-10-14 00:32:07,314 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.111)] [top1_cnt 37503] [top5_cnt 46109] [top_all 50000] +2024-10-14 00:32:07,315 - net: 75.006 (92.218) +2024-10-14 00:32:13,160 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 38101] [top5_cnt 46374] [top_all 50000] +2024-10-14 00:32:13,161 - net_E: 76.202 (92.748) +2024-10-14 00:32:13,315 - Max [top1: 75.272 (epoch: 894)] [top1-ema: 76.258 (epoch: 900)] +2024-10-14 00:32:13,315 - ==> Total time: 2 days, 2:45:04 Eta: 5:23:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 00:32:22,329 - Train: 90.40% [1130950/1251000] [904.0/1000.0] [batch_t 0.152 (0.158)] [data_t 0.006] [optim_t 0.146] [lr 0.000097] [CE 3.996 (4.351)] [KD 3.117 (3.250)] +2024-10-14 00:32:30,324 - Train: 90.41% [1131000/1251000] [904.1/1000.0] [batch_t 0.292 (0.160)] [data_t 0.003] [optim_t 0.289] [lr 0.000097] [CE 4.589 (4.251)] [KD 3.266 (3.215)] +2024-10-14 00:32:38,107 - Train: 90.41% [1131050/1251000] [904.1/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000097] [CE 4.028 (4.211)] [KD 2.932 (3.165)] +2024-10-14 00:32:45,599 - Train: 90.42% [1131100/1251000] [904.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000097] [CE 3.741 (4.155)] [KD 2.850 (3.151)] +2024-10-14 00:32:53,105 - Train: 90.42% [1131150/1251000] [904.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000097] [CE 4.157 (4.219)] [KD 3.003 (3.164)] +2024-10-14 00:33:00,870 - Train: 90.42% [1131200/1251000] [904.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000097] [CE 3.805 (4.278)] [KD 3.129 (3.188)] +2024-10-14 00:33:08,480 - Train: 90.43% [1131250/1251000] [904.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000097] [CE 4.875 (4.246)] [KD 3.555 (3.187)] +2024-10-14 00:33:16,083 - Train: 90.43% [1131300/1251000] [904.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000097] [CE 4.084 (4.234)] [KD 3.163 (3.164)] +2024-10-14 00:33:23,564 - Train: 90.44% [1131350/1251000] [904.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000097] [CE 4.176 (4.289)] [KD 3.053 (3.193)] +2024-10-14 00:33:31,286 - Train: 90.44% [1131400/1251000] [904.4/1000.0] [batch_t 0.164 (0.154)] [data_t 0.005] [optim_t 0.159] [lr 0.000096] [CE 4.404 (4.248)] [KD 3.344 (3.210)] +2024-10-14 00:33:39,226 - Train: 90.44% [1131450/1251000] [904.4/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.143] [lr 0.000096] [CE 4.361 (4.255)] [KD 3.182 (3.222)] +2024-10-14 00:33:46,653 - Train: 90.45% [1131500/1251000] [904.5/1000.0] [batch_t 0.152 (0.148)] [data_t 0.003] [optim_t 0.150] [lr 0.000096] [CE 4.415 (4.210)] [KD 3.413 (3.177)] +2024-10-14 00:33:54,200 - Train: 90.45% [1131550/1251000] [904.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000096] [CE 4.597 (4.234)] [KD 3.604 (3.199)] +2024-10-14 00:34:01,648 - Train: 90.46% [1131600/1251000] [904.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000096] [CE 4.338 (4.226)] [KD 3.309 (3.206)] +2024-10-14 00:34:09,392 - Train: 90.46% [1131650/1251000] [904.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000096] [CE 4.178 (4.261)] [KD 3.167 (3.191)] +2024-10-14 00:34:16,838 - Train: 90.46% [1131700/1251000] [904.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000096] [CE 4.265 (4.251)] [KD 3.096 (3.193)] +2024-10-14 00:34:24,416 - Train: 90.47% [1131750/1251000] [904.7/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000096] [CE 4.163 (4.163)] [KD 3.207 (3.150)] +2024-10-14 00:34:32,109 - Train: 90.47% [1131800/1251000] [904.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000096] [CE 3.445 (4.303)] [KD 2.657 (3.226)] +2024-10-14 00:34:39,959 - Train: 90.48% [1131850/1251000] [904.8/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000096] [CE 4.095 (4.285)] [KD 3.079 (3.209)] +2024-10-14 00:34:47,489 - Train: 90.48% [1131900/1251000] [904.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000096] [CE 4.639 (4.176)] [KD 3.433 (3.161)] +2024-10-14 00:34:54,917 - Train: 90.48% [1131950/1251000] [904.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000096] [CE 4.437 (4.281)] [KD 3.418 (3.224)] +2024-10-14 00:35:02,362 - Train: 90.49% [1132000/1251000] [904.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000096] [CE 4.815 (4.299)] [KD 3.598 (3.221)] +2024-10-14 00:35:10,204 - Train: 90.49% [1132050/1251000] [904.9/1000.0] [batch_t 0.155 (0.157)] [data_t 0.004] [optim_t 0.151] [lr 0.000096] [CE 4.399 (4.304)] [KD 3.365 (3.255)] +2024-10-14 00:35:17,898 - Train: 90.50% [1132100/1251000] [905.0/1000.0] [batch_t 0.143 (0.154)] [data_t 0.003] [optim_t 0.140] [lr 0.000096] [CE 4.019 (4.234)] [KD 3.115 (3.194)] +2024-10-14 00:35:25,320 - Train: 90.50% [1132150/1251000] [905.0/1000.0] [batch_t 0.139 (0.148)] [data_t 0.004] [optim_t 0.136] [lr 0.000096] [CE 4.295 (4.271)] [KD 3.396 (3.224)] +2024-10-14 00:35:32,007 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 37395] [top5_cnt 46049] [top_all 50000] +2024-10-14 00:35:32,008 - net: 74.790 (92.098) +2024-10-14 00:35:37,741 - Test (net_E): 100.00% [50/50] [batch_t 0.026 (0.102)] [top1_cnt 38104] [top5_cnt 46350] [top_all 50000] +2024-10-14 00:35:37,741 - net_E: 76.208 (92.700) +2024-10-14 00:35:37,878 - Max [top1: 75.272 (epoch: 894)] [top1-ema: 76.258 (epoch: 900)] +2024-10-14 00:35:37,878 - ==> Total time: 2 days, 2:48:28 Eta: 5:20:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 00:35:46,632 - Train: 90.50% [1132200/1251000] [905.0/1000.0] [batch_t 0.149 (0.161)] [data_t 0.004] [optim_t 0.145] [lr 0.000096] [CE 4.224 (4.227)] [KD 3.462 (3.176)] +2024-10-14 00:35:54,301 - Train: 90.51% [1132250/1251000] [905.1/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000096] [CE 4.465 (4.271)] [KD 3.174 (3.224)] +2024-10-14 00:36:02,231 - Train: 90.51% [1132300/1251000] [905.1/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000095] [CE 4.271 (4.263)] [KD 3.283 (3.211)] +2024-10-14 00:36:09,852 - Train: 90.52% [1132350/1251000] [905.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000095] [CE 4.195 (4.267)] [KD 3.290 (3.238)] +2024-10-14 00:36:17,427 - Train: 90.52% [1132400/1251000] [905.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000095] [CE 4.277 (4.222)] [KD 3.231 (3.189)] +2024-10-14 00:36:24,852 - Train: 90.52% [1132450/1251000] [905.2/1000.0] [batch_t 0.155 (0.148)] [data_t 0.006] [optim_t 0.149] [lr 0.000095] [CE 4.563 (4.334)] [KD 3.090 (3.214)] +2024-10-14 00:36:32,672 - Train: 90.53% [1132500/1251000] [905.3/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.000095] [CE 4.025 (4.241)] [KD 3.073 (3.192)] +2024-10-14 00:36:40,079 - Train: 90.53% [1132550/1251000] [905.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000095] [CE 3.613 (4.270)] [KD 2.844 (3.195)] +2024-10-14 00:36:47,657 - Train: 90.54% [1132600/1251000] [905.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000095] [CE 4.601 (4.298)] [KD 3.392 (3.232)] +2024-10-14 00:36:55,321 - Train: 90.54% [1132650/1251000] [905.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000095] [CE 3.942 (4.231)] [KD 3.131 (3.170)] +2024-10-14 00:37:02,955 - Train: 90.54% [1132700/1251000] [905.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000095] [CE 3.950 (4.268)] [KD 3.249 (3.195)] +2024-10-14 00:37:10,475 - Train: 90.55% [1132750/1251000] [905.5/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000095] [CE 4.183 (4.281)] [KD 3.218 (3.243)] +2024-10-14 00:37:18,023 - Train: 90.55% [1132800/1251000] [905.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000095] [CE 4.079 (4.280)] [KD 3.044 (3.227)] +2024-10-14 00:37:25,459 - Train: 90.56% [1132850/1251000] [905.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000095] [CE 4.579 (4.254)] [KD 3.391 (3.192)] +2024-10-14 00:37:33,283 - Train: 90.56% [1132900/1251000] [905.6/1000.0] [batch_t 0.156 (0.156)] [data_t 0.005] [optim_t 0.151] [lr 0.000095] [CE 3.842 (4.246)] [KD 2.797 (3.178)] +2024-10-14 00:37:41,074 - Train: 90.56% [1132950/1251000] [905.6/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000095] [CE 4.732 (4.242)] [KD 3.354 (3.190)] +2024-10-14 00:37:48,540 - Train: 90.57% [1133000/1251000] [905.7/1000.0] [batch_t 0.153 (0.149)] [data_t 0.006] [optim_t 0.148] [lr 0.000095] [CE 3.999 (4.295)] [KD 3.126 (3.256)] +2024-10-14 00:37:56,001 - Train: 90.57% [1133050/1251000] [905.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000095] [CE 4.468 (4.274)] [KD 3.317 (3.205)] +2024-10-14 00:38:03,603 - Train: 90.58% [1133100/1251000] [905.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000095] [CE 3.949 (4.224)] [KD 3.193 (3.202)] +2024-10-14 00:38:11,451 - Train: 90.58% [1133150/1251000] [905.8/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000095] [CE 4.415 (4.230)] [KD 3.398 (3.167)] +2024-10-14 00:38:19,109 - Train: 90.58% [1133200/1251000] [905.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000095] [CE 4.540 (4.301)] [KD 3.592 (3.223)] +2024-10-14 00:38:26,799 - Train: 90.59% [1133250/1251000] [905.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000094] [CE 4.106 (4.277)] [KD 3.128 (3.223)] +2024-10-14 00:38:34,291 - Train: 90.59% [1133300/1251000] [905.9/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.000094] [CE 3.594 (4.198)] [KD 2.763 (3.158)] +2024-10-14 00:38:42,067 - Train: 90.60% [1133350/1251000] [906.0/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000094] [CE 4.281 (4.286)] [KD 3.230 (3.199)] +2024-10-14 00:38:49,453 - Train: 90.60% [1133400/1251000] [906.0/1000.0] [batch_t 0.140 (0.148)] [data_t 0.004] [optim_t 0.136] [lr 0.000094] [CE 4.355 (4.232)] [KD 3.265 (3.149)] +2024-10-14 00:38:56,239 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.110)] [top1_cnt 37623] [top5_cnt 46217] [top_all 50000] +2024-10-14 00:38:56,240 - net: 75.246 (92.434) +2024-10-14 00:39:01,961 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.102)] [top1_cnt 38101] [top5_cnt 46358] [top_all 50000] +2024-10-14 00:39:01,962 - net_E: 76.202 (92.716) +2024-10-14 00:39:02,128 - Max [top1: 75.272 (epoch: 894)] [top1-ema: 76.258 (epoch: 900)] +2024-10-14 00:39:02,129 - ==> Total time: 2 days, 2:51:53 Eta: 5:16:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 00:39:14,770 - Train: 90.60% [1133450/1251000] [906.0/1000.0] [batch_t 0.147 (0.165)] [data_t 0.005] [optim_t 0.142] [lr 0.000094] [CE 4.896 (4.234)] [KD 3.492 (3.198)] +2024-10-14 00:39:22,312 - Train: 90.61% [1133500/1251000] [906.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000094] [CE 3.900 (4.259)] [KD 2.839 (3.204)] +2024-10-14 00:39:30,133 - Train: 90.61% [1133550/1251000] [906.1/1000.0] [batch_t 0.156 (0.156)] [data_t 0.004] [optim_t 0.152] [lr 0.000094] [CE 3.608 (4.209)] [KD 3.059 (3.176)] +2024-10-14 00:39:37,553 - Train: 90.62% [1133600/1251000] [906.2/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.000094] [CE 4.922 (4.240)] [KD 3.645 (3.193)] +2024-10-14 00:39:45,108 - Train: 90.62% [1133650/1251000] [906.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000094] [CE 4.572 (4.226)] [KD 3.352 (3.191)] +2024-10-14 00:39:52,662 - Train: 90.62% [1133700/1251000] [906.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000094] [CE 3.919 (4.280)] [KD 3.186 (3.197)] +2024-10-14 00:40:00,250 - Train: 90.63% [1133750/1251000] [906.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000094] [CE 4.407 (4.280)] [KD 3.230 (3.214)] +2024-10-14 00:40:07,917 - Train: 90.63% [1133800/1251000] [906.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000094] [CE 3.976 (4.261)] [KD 2.899 (3.215)] +2024-10-14 00:40:15,467 - Train: 90.64% [1133850/1251000] [906.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000094] [CE 3.826 (4.231)] [KD 2.865 (3.167)] +2024-10-14 00:40:23,036 - Train: 90.64% [1133900/1251000] [906.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000094] [CE 3.813 (4.273)] [KD 3.102 (3.190)] +2024-10-14 00:40:30,515 - Train: 90.64% [1133950/1251000] [906.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000094] [CE 4.481 (4.182)] [KD 3.429 (3.155)] +2024-10-14 00:40:38,034 - Train: 90.65% [1134000/1251000] [906.5/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000094] [CE 3.777 (4.259)] [KD 3.051 (3.195)] +2024-10-14 00:40:45,439 - Train: 90.65% [1134050/1251000] [906.5/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.000094] [CE 4.157 (4.243)] [KD 3.215 (3.171)] +2024-10-14 00:40:53,366 - Train: 90.66% [1134100/1251000] [906.6/1000.0] [batch_t 0.157 (0.158)] [data_t 0.004] [optim_t 0.153] [lr 0.000094] [CE 4.130 (4.283)] [KD 3.217 (3.202)] +2024-10-14 00:41:00,799 - Train: 90.66% [1134150/1251000] [906.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000093] [CE 4.600 (4.250)] [KD 3.248 (3.198)] +2024-10-14 00:41:08,344 - Train: 90.66% [1134200/1251000] [906.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000093] [CE 4.497 (4.241)] [KD 3.354 (3.160)] +2024-10-14 00:41:15,763 - Train: 90.67% [1134250/1251000] [906.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000093] [CE 4.638 (4.242)] [KD 3.260 (3.187)] +2024-10-14 00:41:23,428 - Train: 90.67% [1134300/1251000] [906.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000093] [CE 3.786 (4.264)] [KD 3.056 (3.185)] +2024-10-14 00:41:31,211 - Train: 90.68% [1134350/1251000] [906.8/1000.0] [batch_t 0.158 (0.156)] [data_t 0.003] [optim_t 0.155] [lr 0.000093] [CE 4.266 (4.212)] [KD 3.291 (3.156)] +2024-10-14 00:41:38,950 - Train: 90.68% [1134400/1251000] [906.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000093] [CE 4.489 (4.209)] [KD 3.298 (3.211)] +2024-10-14 00:41:46,358 - Train: 90.68% [1134450/1251000] [906.8/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.140] [lr 0.000093] [CE 4.040 (4.258)] [KD 3.326 (3.182)] +2024-10-14 00:41:53,853 - Train: 90.69% [1134500/1251000] [906.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000093] [CE 4.120 (4.236)] [KD 3.256 (3.181)] +2024-10-14 00:42:01,405 - Train: 90.69% [1134550/1251000] [906.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.000093] [CE 4.340 (4.247)] [KD 3.328 (3.203)] +2024-10-14 00:42:09,047 - Train: 90.70% [1134600/1251000] [907.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000093] [CE 4.337 (4.232)] [KD 3.320 (3.173)] +2024-10-14 00:42:16,642 - Train: 90.70% [1134650/1251000] [907.0/1000.0] [batch_t 0.141 (0.152)] [data_t 0.004] [optim_t 0.137] [lr 0.000093] [CE 3.893 (4.212)] [KD 3.152 (3.165)] +2024-10-14 00:42:23,351 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37653] [top5_cnt 46186] [top_all 50000] +2024-10-14 00:42:23,352 - net: 75.306 (92.372) +2024-10-14 00:42:29,211 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 38097] [top5_cnt 46358] [top_all 50000] +2024-10-14 00:42:29,211 - net_E: 76.194 (92.716) +2024-10-14 00:42:29,384 - Max [top1: 75.306 (epoch: 907)] [top1-ema: 76.258 (epoch: 900)] +2024-10-14 00:42:29,384 - ==> Total time: 2 days, 2:55:20 Eta: 5:13:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 00:42:38,974 - Train: 90.70% [1134700/1251000] [907.0/1000.0] [batch_t 0.153 (0.164)] [data_t 0.003] [optim_t 0.150] [lr 0.000093] [CE 4.932 (4.219)] [KD 3.645 (3.192)] +2024-10-14 00:42:46,571 - Train: 90.71% [1134750/1251000] [907.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000093] [CE 3.942 (4.276)] [KD 2.956 (3.196)] +2024-10-14 00:42:54,076 - Train: 90.71% [1134800/1251000] [907.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000093] [CE 3.704 (4.249)] [KD 2.952 (3.142)] +2024-10-14 00:43:01,850 - Train: 90.72% [1134850/1251000] [907.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000093] [CE 4.630 (4.296)] [KD 3.299 (3.206)] +2024-10-14 00:43:09,668 - Train: 90.72% [1134900/1251000] [907.2/1000.0] [batch_t 0.273 (0.156)] [data_t 0.004] [optim_t 0.269] [lr 0.000093] [CE 4.294 (4.310)] [KD 3.085 (3.251)] +2024-10-14 00:43:17,335 - Train: 90.72% [1134950/1251000] [907.2/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000093] [CE 4.108 (4.239)] [KD 3.092 (3.179)] +2024-10-14 00:43:24,985 - Train: 90.73% [1135000/1251000] [907.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000093] [CE 4.224 (4.224)] [KD 3.086 (3.195)] +2024-10-14 00:43:32,509 - Train: 90.73% [1135050/1251000] [907.3/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.000093] [CE 4.019 (4.233)] [KD 3.104 (3.182)] +2024-10-14 00:43:40,096 - Train: 90.74% [1135100/1251000] [907.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.007] [optim_t 0.144] [lr 0.000092] [CE 4.128 (4.235)] [KD 3.139 (3.181)] +2024-10-14 00:43:47,910 - Train: 90.74% [1135150/1251000] [907.4/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.000092] [CE 4.844 (4.313)] [KD 3.365 (3.239)] +2024-10-14 00:43:55,479 - Train: 90.74% [1135200/1251000] [907.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000092] [CE 3.957 (4.263)] [KD 2.993 (3.185)] +2024-10-14 00:44:03,183 - Train: 90.75% [1135250/1251000] [907.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000092] [CE 4.322 (4.204)] [KD 3.261 (3.153)] +2024-10-14 00:44:10,801 - Train: 90.75% [1135300/1251000] [907.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000092] [CE 4.135 (4.309)] [KD 3.059 (3.204)] +2024-10-14 00:44:18,478 - Train: 90.76% [1135350/1251000] [907.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.000092] [CE 4.075 (4.163)] [KD 3.193 (3.150)] +2024-10-14 00:44:26,026 - Train: 90.76% [1135400/1251000] [907.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000092] [CE 4.271 (4.344)] [KD 3.290 (3.238)] +2024-10-14 00:44:33,599 - Train: 90.76% [1135450/1251000] [907.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000092] [CE 4.433 (4.272)] [KD 3.336 (3.210)] +2024-10-14 00:44:41,185 - Train: 90.77% [1135500/1251000] [907.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000092] [CE 3.985 (4.225)] [KD 3.015 (3.156)] +2024-10-14 00:44:48,661 - Train: 90.77% [1135550/1251000] [907.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000092] [CE 4.643 (4.216)] [KD 3.089 (3.179)] +2024-10-14 00:44:56,253 - Train: 90.78% [1135600/1251000] [907.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000092] [CE 4.445 (4.314)] [KD 3.236 (3.240)] +2024-10-14 00:45:04,086 - Train: 90.78% [1135650/1251000] [907.8/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000092] [CE 4.389 (4.165)] [KD 3.203 (3.143)] +2024-10-14 00:45:11,927 - Train: 90.78% [1135700/1251000] [907.8/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.000092] [CE 4.586 (4.277)] [KD 3.384 (3.213)] +2024-10-14 00:45:19,428 - Train: 90.79% [1135750/1251000] [907.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000092] [CE 4.052 (4.206)] [KD 3.029 (3.171)] +2024-10-14 00:45:27,030 - Train: 90.79% [1135800/1251000] [907.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000092] [CE 4.194 (4.210)] [KD 3.275 (3.198)] +2024-10-14 00:45:34,548 - Train: 90.80% [1135850/1251000] [908.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000092] [CE 4.047 (4.258)] [KD 3.349 (3.202)] +2024-10-14 00:45:42,064 - Train: 90.80% [1135900/1251000] [908.0/1000.0] [batch_t 0.140 (0.150)] [data_t 0.002] [optim_t 0.137] [lr 0.000092] [CE 4.092 (4.280)] [KD 3.049 (3.223)] +2024-10-14 00:45:49,099 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 37438] [top5_cnt 46085] [top_all 50000] +2024-10-14 00:45:49,099 - net: 74.876 (92.170) +2024-10-14 00:45:54,923 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 38110] [top5_cnt 46379] [top_all 50000] +2024-10-14 00:45:54,923 - net_E: 76.220 (92.758) +2024-10-14 00:45:55,087 - Max [top1: 75.306 (epoch: 907)] [top1-ema: 76.258 (epoch: 900)] +2024-10-14 00:45:55,087 - ==> Total time: 2 days, 2:58:46 Eta: 5:09:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 00:46:03,593 - Train: 90.80% [1135950/1251000] [908.0/1000.0] [batch_t 0.151 (0.162)] [data_t 0.005] [optim_t 0.146] [lr 0.000092] [CE 4.622 (4.335)] [KD 3.408 (3.250)] +2024-10-14 00:46:11,459 - Train: 90.81% [1136000/1251000] [908.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000091] [CE 4.018 (4.183)] [KD 3.003 (3.138)] +2024-10-14 00:46:18,896 - Train: 90.81% [1136050/1251000] [908.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000091] [CE 4.957 (4.264)] [KD 3.730 (3.228)] +2024-10-14 00:46:26,907 - Train: 90.82% [1136100/1251000] [908.2/1000.0] [batch_t 0.149 (0.160)] [data_t 0.004] [optim_t 0.145] [lr 0.000091] [CE 4.279 (4.185)] [KD 3.361 (3.167)] +2024-10-14 00:46:34,390 - Train: 90.82% [1136150/1251000] [908.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000091] [CE 4.334 (4.229)] [KD 3.236 (3.193)] +2024-10-14 00:46:41,854 - Train: 90.82% [1136200/1251000] [908.2/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.000091] [CE 4.184 (4.293)] [KD 3.027 (3.224)] +2024-10-14 00:46:49,349 - Train: 90.83% [1136250/1251000] [908.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000091] [CE 4.262 (4.307)] [KD 3.148 (3.205)] +2024-10-14 00:46:56,970 - Train: 90.83% [1136300/1251000] [908.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000091] [CE 4.516 (4.240)] [KD 3.212 (3.156)] +2024-10-14 00:47:04,618 - Train: 90.84% [1136350/1251000] [908.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000091] [CE 4.796 (4.195)] [KD 3.609 (3.127)] +2024-10-14 00:47:12,102 - Train: 90.84% [1136400/1251000] [908.4/1000.0] [batch_t 0.155 (0.150)] [data_t 0.003] [optim_t 0.152] [lr 0.000091] [CE 4.114 (4.403)] [KD 3.253 (3.286)] +2024-10-14 00:47:19,853 - Train: 90.84% [1136450/1251000] [908.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.000091] [CE 3.944 (4.207)] [KD 2.998 (3.181)] +2024-10-14 00:47:27,457 - Train: 90.85% [1136500/1251000] [908.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000091] [CE 3.693 (4.189)] [KD 2.984 (3.138)] +2024-10-14 00:47:35,145 - Train: 90.85% [1136550/1251000] [908.5/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.000091] [CE 5.123 (4.252)] [KD 3.514 (3.154)] +2024-10-14 00:47:42,747 - Train: 90.86% [1136600/1251000] [908.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000091] [CE 4.084 (4.259)] [KD 3.164 (3.203)] +2024-10-14 00:47:50,363 - Train: 90.86% [1136650/1251000] [908.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000091] [CE 4.340 (4.211)] [KD 3.326 (3.162)] +2024-10-14 00:47:57,956 - Train: 90.86% [1136700/1251000] [908.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.000091] [CE 4.348 (4.229)] [KD 3.106 (3.190)] +2024-10-14 00:48:05,442 - Train: 90.87% [1136750/1251000] [908.7/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000091] [CE 3.692 (4.306)] [KD 2.935 (3.210)] +2024-10-14 00:48:12,917 - Train: 90.87% [1136800/1251000] [908.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000091] [CE 4.077 (4.233)] [KD 3.157 (3.164)] +2024-10-14 00:48:20,786 - Train: 90.88% [1136850/1251000] [908.8/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000091] [CE 3.969 (4.221)] [KD 3.088 (3.165)] +2024-10-14 00:48:28,464 - Train: 90.88% [1136900/1251000] [908.8/1000.0] [batch_t 0.262 (0.153)] [data_t 0.003] [optim_t 0.259] [lr 0.000091] [CE 4.436 (4.235)] [KD 3.288 (3.176)] +2024-10-14 00:48:36,058 - Train: 90.88% [1136950/1251000] [908.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000090] [CE 4.170 (4.258)] [KD 3.144 (3.198)] +2024-10-14 00:48:43,591 - Train: 90.89% [1137000/1251000] [908.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000090] [CE 4.428 (4.220)] [KD 3.374 (3.167)] +2024-10-14 00:48:51,190 - Train: 90.89% [1137050/1251000] [908.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000090] [CE 3.900 (4.217)] [KD 2.827 (3.178)] +2024-10-14 00:48:58,634 - Train: 90.90% [1137100/1251000] [909.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.000090] [CE 3.396 (4.256)] [KD 2.656 (3.207)] +2024-10-14 00:49:06,067 - Train: 90.90% [1137150/1251000] [909.0/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000090] [CE 4.478 (4.198)] [KD 3.271 (3.135)] +2024-10-14 00:49:13,065 - Test (net): 100.00% [50/50] [batch_t 0.137 (0.106)] [top1_cnt 37702] [top5_cnt 46157] [top_all 50000] +2024-10-14 00:49:13,066 - net: 75.404 (92.314) +2024-10-14 00:49:18,806 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.102)] [top1_cnt 38116] [top5_cnt 46376] [top_all 50000] +2024-10-14 00:49:18,806 - net_E: 76.232 (92.752) +2024-10-14 00:49:18,983 - Max [top1: 75.404 (epoch: 909)] [top1-ema: 76.258 (epoch: 900)] +2024-10-14 00:49:18,984 - ==> Total time: 2 days, 3:02:10 Eta: 5:06:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 00:49:28,352 - Train: 90.90% [1137200/1251000] [909.0/1000.0] [batch_t 0.149 (0.164)] [data_t 0.005] [optim_t 0.144] [lr 0.000090] [CE 4.010 (4.201)] [KD 2.941 (3.136)] +2024-10-14 00:49:36,003 - Train: 90.91% [1137250/1251000] [909.1/1000.0] [batch_t 0.291 (0.153)] [data_t 0.005] [optim_t 0.286] [lr 0.000090] [CE 4.178 (4.243)] [KD 3.268 (3.154)] +2024-10-14 00:49:44,126 - Train: 90.91% [1137300/1251000] [909.1/1000.0] [batch_t 0.152 (0.162)] [data_t 0.004] [optim_t 0.148] [lr 0.000090] [CE 3.904 (4.199)] [KD 3.036 (3.137)] +2024-10-14 00:49:51,624 - Train: 90.92% [1137350/1251000] [909.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000090] [CE 4.080 (4.220)] [KD 3.046 (3.156)] +2024-10-14 00:49:59,104 - Train: 90.92% [1137400/1251000] [909.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000090] [CE 3.891 (4.246)] [KD 2.822 (3.184)] +2024-10-14 00:50:06,716 - Train: 90.92% [1137450/1251000] [909.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000090] [CE 3.849 (4.231)] [KD 2.959 (3.152)] +2024-10-14 00:50:14,361 - Train: 90.93% [1137500/1251000] [909.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.000090] [CE 4.098 (4.225)] [KD 2.912 (3.128)] +2024-10-14 00:50:21,924 - Train: 90.93% [1137550/1251000] [909.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000090] [CE 4.440 (4.132)] [KD 3.336 (3.103)] +2024-10-14 00:50:29,808 - Train: 90.94% [1137600/1251000] [909.4/1000.0] [batch_t 0.151 (0.158)] [data_t 0.006] [optim_t 0.145] [lr 0.000090] [CE 4.230 (4.218)] [KD 3.154 (3.160)] +2024-10-14 00:50:37,322 - Train: 90.94% [1137650/1251000] [909.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000090] [CE 3.569 (4.230)] [KD 2.771 (3.192)] +2024-10-14 00:50:45,197 - Train: 90.94% [1137700/1251000] [909.4/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.000090] [CE 3.940 (4.244)] [KD 3.055 (3.172)] +2024-10-14 00:50:52,952 - Train: 90.95% [1137750/1251000] [909.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000090] [CE 4.319 (4.233)] [KD 3.355 (3.141)] +2024-10-14 00:51:00,626 - Train: 90.95% [1137800/1251000] [909.5/1000.0] [batch_t 0.159 (0.153)] [data_t 0.005] [optim_t 0.154] [lr 0.000090] [CE 4.657 (4.273)] [KD 3.586 (3.198)] +2024-10-14 00:51:08,316 - Train: 90.96% [1137850/1251000] [909.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000090] [CE 4.752 (4.244)] [KD 3.351 (3.147)] +2024-10-14 00:51:15,939 - Train: 90.96% [1137900/1251000] [909.6/1000.0] [batch_t 0.158 (0.152)] [data_t 0.003] [optim_t 0.155] [lr 0.000089] [CE 4.696 (4.260)] [KD 3.481 (3.164)] +2024-10-14 00:51:23,412 - Train: 90.96% [1137950/1251000] [909.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000089] [CE 3.917 (4.236)] [KD 3.129 (3.183)] +2024-10-14 00:51:30,876 - Train: 90.97% [1138000/1251000] [909.7/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.000089] [CE 3.992 (4.244)] [KD 2.957 (3.172)] +2024-10-14 00:51:38,616 - Train: 90.97% [1138050/1251000] [909.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000089] [CE 4.092 (4.203)] [KD 3.282 (3.183)] +2024-10-14 00:51:46,342 - Train: 90.98% [1138100/1251000] [909.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000089] [CE 4.532 (4.281)] [KD 3.403 (3.207)] +2024-10-14 00:51:54,266 - Train: 90.98% [1138150/1251000] [909.8/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000089] [CE 4.362 (4.202)] [KD 3.044 (3.162)] +2024-10-14 00:52:01,788 - Train: 90.98% [1138200/1251000] [909.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.000089] [CE 3.740 (4.293)] [KD 3.089 (3.210)] +2024-10-14 00:52:09,307 - Train: 90.99% [1138250/1251000] [909.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.000089] [CE 4.368 (4.197)] [KD 3.171 (3.140)] +2024-10-14 00:52:16,877 - Train: 90.99% [1138300/1251000] [909.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000089] [CE 4.023 (4.218)] [KD 3.135 (3.156)] +2024-10-14 00:52:24,436 - Train: 91.00% [1138350/1251000] [910.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000089] [CE 4.178 (4.230)] [KD 3.160 (3.191)] +2024-10-14 00:52:31,918 - Train: 91.00% [1138400/1251000] [910.0/1000.0] [batch_t 0.141 (0.150)] [data_t 0.004] [optim_t 0.136] [lr 0.000089] [CE 4.181 (4.279)] [KD 2.928 (3.183)] +2024-10-14 00:52:39,070 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 37716] [top5_cnt 46210] [top_all 50000] +2024-10-14 00:52:39,070 - net: 75.432 (92.420) +2024-10-14 00:52:44,823 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 38122] [top5_cnt 46385] [top_all 50000] +2024-10-14 00:52:44,823 - net_E: 76.244 (92.770) +2024-10-14 00:52:45,004 - Max [top1: 75.432 (epoch: 910)] [top1-ema: 76.258 (epoch: 900)] +2024-10-14 00:52:45,005 - ==> Total time: 2 days, 3:05:36 Eta: 5:03:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 00:52:54,009 - Train: 91.00% [1138450/1251000] [910.0/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.000089] [CE 4.234 (4.233)] [KD 3.190 (3.160)] +2024-10-14 00:53:01,599 - Train: 91.01% [1138500/1251000] [910.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000089] [CE 3.550 (4.177)] [KD 2.896 (3.133)] +2024-10-14 00:53:09,531 - Train: 91.01% [1138550/1251000] [910.1/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000089] [CE 4.742 (4.241)] [KD 3.162 (3.163)] +2024-10-14 00:53:17,327 - Train: 91.02% [1138600/1251000] [910.2/1000.0] [batch_t 0.157 (0.156)] [data_t 0.006] [optim_t 0.151] [lr 0.000089] [CE 3.967 (4.227)] [KD 3.065 (3.160)] +2024-10-14 00:53:24,868 - Train: 91.02% [1138650/1251000] [910.2/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000089] [CE 4.551 (4.164)] [KD 3.313 (3.125)] +2024-10-14 00:53:32,545 - Train: 91.02% [1138700/1251000] [910.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000089] [CE 4.140 (4.287)] [KD 3.082 (3.188)] +2024-10-14 00:53:40,163 - Train: 91.03% [1138750/1251000] [910.3/1000.0] [batch_t 0.155 (0.152)] [data_t 0.006] [optim_t 0.149] [lr 0.000089] [CE 4.267 (4.267)] [KD 3.171 (3.183)] +2024-10-14 00:53:48,126 - Train: 91.03% [1138800/1251000] [910.3/1000.0] [batch_t 0.152 (0.159)] [data_t 0.006] [optim_t 0.146] [lr 0.000089] [CE 3.839 (4.311)] [KD 2.971 (3.190)] +2024-10-14 00:53:55,648 - Train: 91.04% [1138850/1251000] [910.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000089] [CE 4.186 (4.141)] [KD 3.187 (3.128)] +2024-10-14 00:54:03,286 - Train: 91.04% [1138900/1251000] [910.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000088] [CE 4.318 (4.232)] [KD 3.062 (3.128)] +2024-10-14 00:54:11,037 - Train: 91.04% [1138950/1251000] [910.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000088] [CE 4.388 (4.268)] [KD 3.308 (3.177)] +2024-10-14 00:54:18,691 - Train: 91.05% [1139000/1251000] [910.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000088] [CE 4.272 (4.242)] [KD 2.908 (3.145)] +2024-10-14 00:54:26,195 - Train: 91.05% [1139050/1251000] [910.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000088] [CE 4.342 (4.249)] [KD 3.188 (3.156)] +2024-10-14 00:54:34,092 - Train: 91.06% [1139100/1251000] [910.6/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.000088] [CE 3.711 (4.205)] [KD 2.844 (3.150)] +2024-10-14 00:54:41,597 - Train: 91.06% [1139150/1251000] [910.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.007] [optim_t 0.142] [lr 0.000088] [CE 5.016 (4.214)] [KD 4.008 (3.161)] +2024-10-14 00:54:49,221 - Train: 91.06% [1139200/1251000] [910.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000088] [CE 3.973 (4.275)] [KD 2.992 (3.196)] +2024-10-14 00:54:56,844 - Train: 91.07% [1139250/1251000] [910.7/1000.0] [batch_t 0.254 (0.152)] [data_t 0.004] [optim_t 0.250] [lr 0.000088] [CE 4.620 (4.317)] [KD 3.362 (3.216)] +2024-10-14 00:55:04,459 - Train: 91.07% [1139300/1251000] [910.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000088] [CE 4.711 (4.249)] [KD 3.420 (3.176)] +2024-10-14 00:55:12,238 - Train: 91.08% [1139350/1251000] [910.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000088] [CE 4.470 (4.203)] [KD 3.049 (3.140)] +2024-10-14 00:55:20,062 - Train: 91.08% [1139400/1251000] [910.8/1000.0] [batch_t 0.154 (0.156)] [data_t 0.006] [optim_t 0.148] [lr 0.000088] [CE 4.182 (4.176)] [KD 3.168 (3.135)] +2024-10-14 00:55:27,648 - Train: 91.08% [1139450/1251000] [910.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000088] [CE 4.254 (4.295)] [KD 2.927 (3.209)] +2024-10-14 00:55:35,129 - Train: 91.09% [1139500/1251000] [910.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000088] [CE 4.026 (4.284)] [KD 3.118 (3.186)] +2024-10-14 00:55:42,688 - Train: 91.09% [1139550/1251000] [910.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000088] [CE 4.439 (4.210)] [KD 3.434 (3.140)] +2024-10-14 00:55:50,145 - Train: 91.10% [1139600/1251000] [911.0/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000088] [CE 4.038 (4.181)] [KD 3.073 (3.102)] +2024-10-14 00:55:57,663 - Train: 91.10% [1139650/1251000] [911.0/1000.0] [batch_t 0.140 (0.150)] [data_t 0.005] [optim_t 0.135] [lr 0.000088] [CE 4.591 (4.349)] [KD 3.352 (3.233)] +2024-10-14 00:56:04,926 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37641] [top5_cnt 46152] [top_all 50000] +2024-10-14 00:56:04,927 - net: 75.282 (92.304) +2024-10-14 00:56:10,721 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 38127] [top5_cnt 46367] [top_all 50000] +2024-10-14 00:56:10,721 - net_E: 76.254 (92.734) +2024-10-14 00:56:10,871 - Max [top1: 75.432 (epoch: 910)] [top1-ema: 76.258 (epoch: 900)] +2024-10-14 00:56:10,872 - ==> Total time: 2 days, 3:09:01 Eta: 4:59:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 00:56:18,987 - Train: 91.10% [1139700/1251000] [911.0/1000.0] [batch_t 0.148 (0.166)] [data_t 0.007] [optim_t 0.141] [lr 0.000088] [CE 3.986 (4.218)] [KD 3.150 (3.122)] +2024-10-14 00:56:26,611 - Train: 91.11% [1139750/1251000] [911.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000088] [CE 3.705 (4.156)] [KD 2.781 (3.084)] +2024-10-14 00:56:34,490 - Train: 91.11% [1139800/1251000] [911.1/1000.0] [batch_t 0.146 (0.157)] [data_t 0.003] [optim_t 0.142] [lr 0.000088] [CE 4.270 (4.266)] [KD 3.124 (3.200)] +2024-10-14 00:56:42,093 - Train: 91.12% [1139850/1251000] [911.2/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000087] [CE 4.933 (4.229)] [KD 3.664 (3.188)] +2024-10-14 00:56:49,515 - Train: 91.12% [1139900/1251000] [911.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000087] [CE 4.628 (4.224)] [KD 3.442 (3.115)] +2024-10-14 00:56:57,056 - Train: 91.12% [1139950/1251000] [911.2/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.000087] [CE 4.498 (4.253)] [KD 3.254 (3.170)] +2024-10-14 00:57:04,528 - Train: 91.13% [1140000/1251000] [911.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000087] [CE 3.654 (4.244)] [KD 2.882 (3.158)] +2024-10-14 00:57:12,112 - Train: 91.13% [1140050/1251000] [911.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000087] [CE 4.229 (4.292)] [KD 3.144 (3.173)] +2024-10-14 00:57:19,626 - Train: 91.14% [1140100/1251000] [911.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000087] [CE 4.211 (4.247)] [KD 3.225 (3.148)] +2024-10-14 00:57:27,232 - Train: 91.14% [1140150/1251000] [911.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000087] [CE 4.204 (4.250)] [KD 3.199 (3.177)] +2024-10-14 00:57:35,036 - Train: 91.14% [1140200/1251000] [911.4/1000.0] [batch_t 0.146 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.000087] [CE 4.490 (4.276)] [KD 3.328 (3.196)] +2024-10-14 00:57:42,711 - Train: 91.15% [1140250/1251000] [911.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000087] [CE 4.592 (4.309)] [KD 3.314 (3.210)] +2024-10-14 00:57:50,292 - Train: 91.15% [1140300/1251000] [911.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000087] [CE 3.557 (4.250)] [KD 2.849 (3.185)] +2024-10-14 00:57:57,948 - Train: 91.16% [1140350/1251000] [911.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000087] [CE 4.110 (4.207)] [KD 3.009 (3.141)] +2024-10-14 00:58:05,510 - Train: 91.16% [1140400/1251000] [911.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000087] [CE 3.991 (4.229)] [KD 2.917 (3.137)] +2024-10-14 00:58:12,957 - Train: 91.16% [1140450/1251000] [911.6/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000087] [CE 3.985 (4.275)] [KD 2.946 (3.211)] +2024-10-14 00:58:20,420 - Train: 91.17% [1140500/1251000] [911.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000087] [CE 4.573 (4.235)] [KD 3.572 (3.165)] +2024-10-14 00:58:27,961 - Train: 91.17% [1140550/1251000] [911.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000087] [CE 4.343 (4.231)] [KD 3.293 (3.162)] +2024-10-14 00:58:35,622 - Train: 91.18% [1140600/1251000] [911.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000087] [CE 4.227 (4.252)] [KD 3.048 (3.153)] +2024-10-14 00:58:43,595 - Train: 91.18% [1140650/1251000] [911.8/1000.0] [batch_t 0.158 (0.159)] [data_t 0.005] [optim_t 0.153] [lr 0.000087] [CE 4.426 (4.289)] [KD 3.192 (3.187)] +2024-10-14 00:58:51,116 - Train: 91.18% [1140700/1251000] [911.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000087] [CE 4.442 (4.213)] [KD 3.311 (3.124)] +2024-10-14 00:58:58,567 - Train: 91.19% [1140750/1251000] [911.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000087] [CE 3.831 (4.252)] [KD 3.079 (3.156)] +2024-10-14 00:59:06,129 - Train: 91.19% [1140800/1251000] [911.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000087] [CE 3.893 (4.315)] [KD 3.152 (3.200)] +2024-10-14 00:59:13,601 - Train: 91.20% [1140850/1251000] [912.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000086] [CE 4.163 (4.219)] [KD 2.968 (3.144)] +2024-10-14 00:59:21,180 - Train: 91.20% [1140900/1251000] [912.0/1000.0] [batch_t 0.140 (0.151)] [data_t 0.004] [optim_t 0.136] [lr 0.000086] [CE 4.535 (4.274)] [KD 3.362 (3.185)] +2024-10-14 00:59:28,585 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 37601] [top5_cnt 46142] [top_all 50000] +2024-10-14 00:59:28,585 - net: 75.202 (92.284) +2024-10-14 00:59:34,514 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38142] [top5_cnt 46356] [top_all 50000] +2024-10-14 00:59:34,515 - net_E: 76.284 (92.712) +2024-10-14 00:59:34,700 - Max [top1: 75.432 (epoch: 910)] [top1-ema: 76.284 (epoch: 912)] +2024-10-14 00:59:34,701 - ==> Total time: 2 days, 3:12:25 Eta: 4:56:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 00:59:44,051 - Train: 91.20% [1140950/1251000] [912.0/1000.0] [batch_t 0.151 (0.164)] [data_t 0.006] [optim_t 0.145] [lr 0.000086] [CE 4.141 (4.213)] [KD 3.103 (3.128)] +2024-10-14 00:59:51,816 - Train: 91.21% [1141000/1251000] [912.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000086] [CE 3.831 (4.156)] [KD 2.883 (3.155)] +2024-10-14 00:59:59,673 - Train: 91.21% [1141050/1251000] [912.1/1000.0] [batch_t 0.156 (0.157)] [data_t 0.005] [optim_t 0.150] [lr 0.000086] [CE 4.216 (4.190)] [KD 3.156 (3.128)] +2024-10-14 01:00:07,195 - Train: 91.22% [1141100/1251000] [912.2/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000086] [CE 3.911 (4.247)] [KD 2.747 (3.153)] +2024-10-14 01:00:14,761 - Train: 91.22% [1141150/1251000] [912.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000086] [CE 3.930 (4.268)] [KD 2.980 (3.184)] +2024-10-14 01:00:22,470 - Train: 91.22% [1141200/1251000] [912.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000086] [CE 4.089 (4.269)] [KD 3.145 (3.167)] +2024-10-14 01:00:30,006 - Train: 91.23% [1141250/1251000] [912.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000086] [CE 4.166 (4.218)] [KD 3.139 (3.160)] +2024-10-14 01:00:37,727 - Train: 91.23% [1141300/1251000] [912.3/1000.0] [batch_t 0.250 (0.154)] [data_t 0.003] [optim_t 0.248] [lr 0.000086] [CE 4.293 (4.243)] [KD 2.972 (3.123)] +2024-10-14 01:00:45,252 - Train: 91.24% [1141350/1251000] [912.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000086] [CE 4.326 (4.232)] [KD 3.144 (3.156)] +2024-10-14 01:00:52,809 - Train: 91.24% [1141400/1251000] [912.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.007] [optim_t 0.144] [lr 0.000086] [CE 4.451 (4.210)] [KD 3.144 (3.155)] +2024-10-14 01:01:00,404 - Train: 91.24% [1141450/1251000] [912.4/1000.0] [batch_t 0.167 (0.152)] [data_t 0.004] [optim_t 0.164] [lr 0.000086] [CE 4.995 (4.299)] [KD 3.680 (3.194)] +2024-10-14 01:01:07,972 - Train: 91.25% [1141500/1251000] [912.5/1000.0] [batch_t 0.160 (0.151)] [data_t 0.003] [optim_t 0.156] [lr 0.000086] [CE 4.016 (4.209)] [KD 2.979 (3.162)] +2024-10-14 01:01:15,558 - Train: 91.25% [1141550/1251000] [912.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000086] [CE 4.317 (4.230)] [KD 3.013 (3.125)] +2024-10-14 01:01:23,237 - Train: 91.25% [1141600/1251000] [912.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000086] [CE 4.669 (4.303)] [KD 3.319 (3.171)] +2024-10-14 01:01:30,907 - Train: 91.26% [1141650/1251000] [912.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000086] [CE 4.175 (4.178)] [KD 3.272 (3.136)] +2024-10-14 01:01:38,383 - Train: 91.26% [1141700/1251000] [912.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000086] [CE 4.346 (4.281)] [KD 3.255 (3.194)] +2024-10-14 01:01:45,949 - Train: 91.27% [1141750/1251000] [912.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000086] [CE 3.975 (4.234)] [KD 2.948 (3.125)] +2024-10-14 01:01:53,531 - Train: 91.27% [1141800/1251000] [912.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000085] [CE 4.376 (4.298)] [KD 3.040 (3.184)] +2024-10-14 01:02:01,378 - Train: 91.27% [1141850/1251000] [912.7/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.000085] [CE 4.420 (4.340)] [KD 3.294 (3.213)] +2024-10-14 01:02:08,995 - Train: 91.28% [1141900/1251000] [912.8/1000.0] [batch_t 0.160 (0.152)] [data_t 0.004] [optim_t 0.156] [lr 0.000085] [CE 3.918 (4.265)] [KD 2.971 (3.159)] +2024-10-14 01:02:16,490 - Train: 91.28% [1141950/1251000] [912.8/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000085] [CE 4.559 (4.309)] [KD 3.263 (3.191)] +2024-10-14 01:02:24,044 - Train: 91.29% [1142000/1251000] [912.9/1000.0] [batch_t 0.160 (0.151)] [data_t 0.005] [optim_t 0.155] [lr 0.000085] [CE 3.949 (4.258)] [KD 3.006 (3.162)] +2024-10-14 01:02:31,478 - Train: 91.29% [1142050/1251000] [912.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000085] [CE 4.540 (4.229)] [KD 3.324 (3.154)] +2024-10-14 01:02:38,965 - Train: 91.29% [1142100/1251000] [912.9/1000.0] [batch_t 0.156 (0.150)] [data_t 0.004] [optim_t 0.152] [lr 0.000085] [CE 4.526 (4.286)] [KD 3.221 (3.206)] +2024-10-14 01:02:46,885 - Train: 91.30% [1142150/1251000] [913.0/1000.0] [batch_t 0.142 (0.158)] [data_t 0.005] [optim_t 0.137] [lr 0.000085] [CE 4.017 (4.155)] [KD 3.099 (3.124)] +2024-10-14 01:02:54,323 - Test (net): 100.00% [50/50] [batch_t 0.020 (0.104)] [top1_cnt 37855] [top5_cnt 46224] [top_all 50000] +2024-10-14 01:02:54,323 - net: 75.710 (92.448) +2024-10-14 01:03:00,056 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.102)] [top1_cnt 38120] [top5_cnt 46380] [top_all 50000] +2024-10-14 01:03:00,057 - net_E: 76.240 (92.760) +2024-10-14 01:03:00,205 - Max [top1: 75.710 (epoch: 913)] [top1-ema: 76.284 (epoch: 912)] +2024-10-14 01:03:00,206 - ==> Total time: 2 days, 3:15:51 Eta: 4:53:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 01:03:12,719 - Train: 91.30% [1142200/1251000] [913.0/1000.0] [batch_t 0.157 (0.163)] [data_t 0.004] [optim_t 0.152] [lr 0.000085] [CE 4.260 (4.198)] [KD 3.382 (3.122)] +2024-10-14 01:03:20,483 - Train: 91.31% [1142250/1251000] [913.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000085] [CE 4.379 (4.217)] [KD 3.185 (3.117)] +2024-10-14 01:03:28,120 - Train: 91.31% [1142300/1251000] [913.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000085] [CE 3.236 (4.195)] [KD 2.613 (3.136)] +2024-10-14 01:03:35,581 - Train: 91.31% [1142350/1251000] [913.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000085] [CE 4.292 (4.261)] [KD 2.960 (3.169)] +2024-10-14 01:03:43,216 - Train: 91.32% [1142400/1251000] [913.2/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.000085] [CE 3.780 (4.226)] [KD 2.925 (3.136)] +2024-10-14 01:03:50,864 - Train: 91.32% [1142450/1251000] [913.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000085] [CE 4.098 (4.226)] [KD 2.933 (3.145)] +2024-10-14 01:03:58,520 - Train: 91.33% [1142500/1251000] [913.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.000085] [CE 4.139 (4.234)] [KD 3.247 (3.162)] +2024-10-14 01:04:06,355 - Train: 91.33% [1142550/1251000] [913.3/1000.0] [batch_t 0.154 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.000085] [CE 3.718 (4.263)] [KD 2.889 (3.150)] +2024-10-14 01:04:13,932 - Train: 91.33% [1142600/1251000] [913.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000085] [CE 4.305 (4.214)] [KD 3.257 (3.150)] +2024-10-14 01:04:21,684 - Train: 91.34% [1142650/1251000] [913.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000085] [CE 4.144 (4.218)] [KD 3.100 (3.132)] +2024-10-14 01:04:29,289 - Train: 91.34% [1142700/1251000] [913.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000085] [CE 4.460 (4.162)] [KD 3.371 (3.137)] +2024-10-14 01:04:36,925 - Train: 91.35% [1142750/1251000] [913.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000085] [CE 4.491 (4.170)] [KD 3.277 (3.100)] +2024-10-14 01:04:44,437 - Train: 91.35% [1142800/1251000] [913.5/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.000084] [CE 4.299 (4.253)] [KD 3.166 (3.155)] +2024-10-14 01:04:52,044 - Train: 91.35% [1142850/1251000] [913.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.000084] [CE 4.303 (4.243)] [KD 3.217 (3.157)] +2024-10-14 01:04:59,665 - Train: 91.36% [1142900/1251000] [913.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000084] [CE 4.662 (4.268)] [KD 3.322 (3.164)] +2024-10-14 01:05:07,298 - Train: 91.36% [1142950/1251000] [913.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000084] [CE 4.717 (4.182)] [KD 3.465 (3.111)] +2024-10-14 01:05:15,185 - Train: 91.37% [1143000/1251000] [913.7/1000.0] [batch_t 0.154 (0.158)] [data_t 0.003] [optim_t 0.150] [lr 0.000084] [CE 4.198 (4.289)] [KD 3.062 (3.167)] +2024-10-14 01:05:22,687 - Train: 91.37% [1143050/1251000] [913.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000084] [CE 4.232 (4.221)] [KD 3.032 (3.174)] +2024-10-14 01:05:30,615 - Train: 91.37% [1143100/1251000] [913.7/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.000084] [CE 4.354 (4.204)] [KD 3.168 (3.139)] +2024-10-14 01:05:38,154 - Train: 91.38% [1143150/1251000] [913.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.002] [optim_t 0.149] [lr 0.000084] [CE 4.728 (4.227)] [KD 3.488 (3.166)] +2024-10-14 01:05:45,640 - Train: 91.38% [1143200/1251000] [913.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.000084] [CE 4.038 (4.220)] [KD 3.248 (3.175)] +2024-10-14 01:05:53,250 - Train: 91.39% [1143250/1251000] [913.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000084] [CE 4.179 (4.253)] [KD 3.069 (3.136)] +2024-10-14 01:06:00,782 - Train: 91.39% [1143300/1251000] [913.9/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.000084] [CE 4.476 (4.279)] [KD 3.404 (3.179)] +2024-10-14 01:06:08,420 - Train: 91.39% [1143350/1251000] [913.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000084] [CE 3.985 (4.157)] [KD 2.919 (3.121)] +2024-10-14 01:06:16,215 - Train: 91.40% [1143400/1251000] [914.0/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000084] [CE 4.004 (4.240)] [KD 2.961 (3.165)] +2024-10-14 01:06:24,107 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.110)] [top1_cnt 37431] [top5_cnt 46040] [top_all 50000] +2024-10-14 01:06:24,108 - net: 74.862 (92.080) +2024-10-14 01:06:29,924 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38127] [top5_cnt 46382] [top_all 50000] +2024-10-14 01:06:29,924 - net_E: 76.254 (92.764) +2024-10-14 01:06:30,066 - Max [top1: 75.710 (epoch: 913)] [top1-ema: 76.284 (epoch: 912)] +2024-10-14 01:06:30,066 - ==> Total time: 2 days, 3:19:21 Eta: 4:49:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 01:06:39,605 - Train: 91.40% [1143450/1251000] [914.0/1000.0] [batch_t 0.146 (0.216)] [data_t 0.005] [optim_t 0.141] [lr 0.000084] [CE 4.329 (4.252)] [KD 3.036 (3.157)] +2024-10-14 01:06:47,337 - Train: 91.41% [1143500/1251000] [914.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000084] [CE 3.985 (4.272)] [KD 3.311 (3.160)] +2024-10-14 01:06:54,968 - Train: 91.41% [1143550/1251000] [914.1/1000.0] [batch_t 0.282 (0.152)] [data_t 0.006] [optim_t 0.276] [lr 0.000084] [CE 4.181 (4.199)] [KD 3.140 (3.146)] +2024-10-14 01:07:02,610 - Train: 91.41% [1143600/1251000] [914.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000084] [CE 4.480 (4.234)] [KD 3.078 (3.142)] +2024-10-14 01:07:10,081 - Train: 91.42% [1143650/1251000] [914.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000084] [CE 4.361 (4.169)] [KD 3.255 (3.098)] +2024-10-14 01:07:17,603 - Train: 91.42% [1143700/1251000] [914.2/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.000084] [CE 4.478 (4.186)] [KD 3.395 (3.119)] +2024-10-14 01:07:25,384 - Train: 91.43% [1143750/1251000] [914.3/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.142] [lr 0.000084] [CE 4.256 (4.240)] [KD 3.086 (3.128)] +2024-10-14 01:07:33,124 - Train: 91.43% [1143800/1251000] [914.3/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000083] [CE 4.447 (4.272)] [KD 3.348 (3.184)] +2024-10-14 01:07:40,802 - Train: 91.43% [1143850/1251000] [914.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000083] [CE 4.341 (4.229)] [KD 3.127 (3.154)] +2024-10-14 01:07:48,276 - Train: 91.44% [1143900/1251000] [914.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000083] [CE 4.245 (4.234)] [KD 3.107 (3.141)] +2024-10-14 01:07:55,812 - Train: 91.44% [1143950/1251000] [914.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000083] [CE 4.078 (4.193)] [KD 3.128 (3.099)] +2024-10-14 01:08:03,280 - Train: 91.45% [1144000/1251000] [914.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000083] [CE 4.174 (4.221)] [KD 3.078 (3.165)] +2024-10-14 01:08:10,974 - Train: 91.45% [1144050/1251000] [914.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000083] [CE 4.067 (4.194)] [KD 3.008 (3.108)] +2024-10-14 01:08:18,428 - Train: 91.45% [1144100/1251000] [914.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000083] [CE 4.078 (4.264)] [KD 3.136 (3.167)] +2024-10-14 01:08:25,992 - Train: 91.46% [1144150/1251000] [914.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000083] [CE 4.384 (4.237)] [KD 3.159 (3.153)] +2024-10-14 01:08:33,630 - Train: 91.46% [1144200/1251000] [914.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000083] [CE 4.570 (4.194)] [KD 3.273 (3.134)] +2024-10-14 01:08:41,385 - Train: 91.47% [1144250/1251000] [914.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.006] [optim_t 0.142] [lr 0.000083] [CE 4.681 (4.292)] [KD 3.461 (3.171)] +2024-10-14 01:08:48,858 - Train: 91.47% [1144300/1251000] [914.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000083] [CE 4.202 (4.168)] [KD 3.246 (3.091)] +2024-10-14 01:08:56,589 - Train: 91.47% [1144350/1251000] [914.7/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.000083] [CE 4.781 (4.270)] [KD 3.311 (3.151)] +2024-10-14 01:09:04,057 - Train: 91.48% [1144400/1251000] [914.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000083] [CE 4.789 (4.226)] [KD 3.449 (3.164)] +2024-10-14 01:09:11,624 - Train: 91.48% [1144450/1251000] [914.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.000083] [CE 4.702 (4.192)] [KD 3.547 (3.129)] +2024-10-14 01:09:19,181 - Train: 91.49% [1144500/1251000] [914.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000083] [CE 4.684 (4.221)] [KD 3.501 (3.112)] +2024-10-14 01:09:26,693 - Train: 91.49% [1144550/1251000] [914.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000083] [CE 4.685 (4.206)] [KD 3.482 (3.146)] +2024-10-14 01:09:34,352 - Train: 91.49% [1144600/1251000] [914.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.006] [optim_t 0.146] [lr 0.000083] [CE 4.548 (4.261)] [KD 3.320 (3.160)] +2024-10-14 01:09:42,146 - Train: 91.50% [1144650/1251000] [915.0/1000.0] [batch_t 0.265 (0.156)] [data_t 0.008] [optim_t 0.257] [lr 0.000083] [CE 3.790 (4.259)] [KD 2.887 (3.182)] +2024-10-14 01:09:50,035 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37728] [top5_cnt 46213] [top_all 50000] +2024-10-14 01:09:50,035 - net: 75.456 (92.426) +2024-10-14 01:09:55,806 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 38149] [top5_cnt 46391] [top_all 50000] +2024-10-14 01:09:55,807 - net_E: 76.298 (92.782) +2024-10-14 01:09:55,940 - Max [top1: 75.710 (epoch: 913)] [top1-ema: 76.298 (epoch: 915)] +2024-10-14 01:09:55,941 - ==> Total time: 2 days, 3:22:46 Eta: 4:46:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 01:10:04,487 - Train: 91.50% [1144700/1251000] [915.0/1000.0] [batch_t 0.147 (0.162)] [data_t 0.005] [optim_t 0.142] [lr 0.000083] [CE 4.226 (4.291)] [KD 3.185 (3.190)] +2024-10-14 01:10:12,025 - Train: 91.51% [1144750/1251000] [915.1/1000.0] [batch_t 0.159 (0.151)] [data_t 0.003] [optim_t 0.156] [lr 0.000083] [CE 4.417 (4.209)] [KD 2.936 (3.131)] +2024-10-14 01:10:19,569 - Train: 91.51% [1144800/1251000] [915.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000083] [CE 3.768 (4.264)] [KD 2.886 (3.170)] +2024-10-14 01:10:26,957 - Train: 91.51% [1144850/1251000] [915.1/1000.0] [batch_t 0.151 (0.148)] [data_t 0.003] [optim_t 0.147] [lr 0.000082] [CE 4.529 (4.292)] [KD 3.146 (3.176)] +2024-10-14 01:10:34,336 - Train: 91.52% [1144900/1251000] [915.2/1000.0] [batch_t 0.146 (0.147)] [data_t 0.003] [optim_t 0.143] [lr 0.000082] [CE 4.218 (4.271)] [KD 3.124 (3.165)] +2024-10-14 01:10:41,718 - Train: 91.52% [1144950/1251000] [915.2/1000.0] [batch_t 0.154 (0.148)] [data_t 0.005] [optim_t 0.150] [lr 0.000082] [CE 4.439 (4.264)] [KD 3.316 (3.163)] +2024-10-14 01:10:49,290 - Train: 91.53% [1145000/1251000] [915.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000082] [CE 4.022 (4.169)] [KD 3.003 (3.102)] +2024-10-14 01:10:56,986 - Train: 91.53% [1145050/1251000] [915.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000082] [CE 3.730 (4.219)] [KD 2.749 (3.133)] +2024-10-14 01:11:04,840 - Train: 91.53% [1145100/1251000] [915.3/1000.0] [batch_t 0.146 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.000082] [CE 4.622 (4.357)] [KD 3.446 (3.189)] +2024-10-14 01:11:12,322 - Train: 91.54% [1145150/1251000] [915.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.000082] [CE 3.679 (4.220)] [KD 2.990 (3.123)] +2024-10-14 01:11:19,702 - Train: 91.54% [1145200/1251000] [915.4/1000.0] [batch_t 0.145 (0.147)] [data_t 0.003] [optim_t 0.142] [lr 0.000082] [CE 4.226 (4.216)] [KD 3.137 (3.112)] +2024-10-14 01:11:27,220 - Train: 91.55% [1145250/1251000] [915.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000082] [CE 4.667 (4.221)] [KD 3.277 (3.143)] +2024-10-14 01:11:34,620 - Train: 91.55% [1145300/1251000] [915.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.000082] [CE 4.177 (4.287)] [KD 3.166 (3.182)] +2024-10-14 01:11:42,082 - Train: 91.55% [1145350/1251000] [915.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000082] [CE 4.109 (4.281)] [KD 3.196 (3.178)] +2024-10-14 01:11:49,521 - Train: 91.56% [1145400/1251000] [915.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000082] [CE 4.351 (4.266)] [KD 3.094 (3.154)] +2024-10-14 01:11:57,301 - Train: 91.56% [1145450/1251000] [915.6/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000082] [CE 4.160 (4.159)] [KD 3.126 (3.109)] +2024-10-14 01:12:05,138 - Train: 91.57% [1145500/1251000] [915.7/1000.0] [batch_t 0.150 (0.157)] [data_t 0.007] [optim_t 0.143] [lr 0.000082] [CE 3.920 (4.230)] [KD 2.947 (3.161)] +2024-10-14 01:12:12,707 - Train: 91.57% [1145550/1251000] [915.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000082] [CE 4.006 (4.229)] [KD 3.003 (3.129)] +2024-10-14 01:12:20,155 - Train: 91.57% [1145600/1251000] [915.7/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.000082] [CE 3.775 (4.180)] [KD 2.882 (3.141)] +2024-10-14 01:12:27,642 - Train: 91.58% [1145650/1251000] [915.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.000082] [CE 4.301 (4.272)] [KD 3.296 (3.160)] +2024-10-14 01:12:35,060 - Train: 91.58% [1145700/1251000] [915.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000082] [CE 3.752 (4.267)] [KD 2.915 (3.147)] +2024-10-14 01:12:42,492 - Train: 91.59% [1145750/1251000] [915.9/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.000082] [CE 3.999 (4.186)] [KD 3.029 (3.135)] +2024-10-14 01:12:49,910 - Train: 91.59% [1145800/1251000] [915.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000082] [CE 3.932 (4.227)] [KD 3.003 (3.155)] +2024-10-14 01:12:57,544 - Train: 91.59% [1145850/1251000] [915.9/1000.0] [batch_t 0.157 (0.153)] [data_t 0.003] [optim_t 0.154] [lr 0.000081] [CE 4.233 (4.247)] [KD 3.137 (3.150)] +2024-10-14 01:13:05,316 - Train: 91.60% [1145900/1251000] [916.0/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000081] [CE 3.948 (4.294)] [KD 2.876 (3.186)] +2024-10-14 01:13:13,695 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37708] [top5_cnt 46170] [top_all 50000] +2024-10-14 01:13:13,696 - net: 75.416 (92.340) +2024-10-14 01:13:19,464 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 38152] [top5_cnt 46388] [top_all 50000] +2024-10-14 01:13:19,465 - net_E: 76.304 (92.776) +2024-10-14 01:13:19,611 - Max [top1: 75.710 (epoch: 913)] [top1-ema: 76.304 (epoch: 916)] +2024-10-14 01:13:19,611 - ==> Total time: 2 days, 3:26:10 Eta: 4:43:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 01:13:27,777 - Train: 91.60% [1145950/1251000] [916.0/1000.0] [batch_t 0.151 (0.161)] [data_t 0.006] [optim_t 0.144] [lr 0.000081] [CE 4.134 (4.129)] [KD 2.984 (3.092)] +2024-10-14 01:13:35,437 - Train: 91.61% [1146000/1251000] [916.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000081] [CE 4.208 (4.235)] [KD 2.854 (3.144)] +2024-10-14 01:13:43,123 - Train: 91.61% [1146050/1251000] [916.1/1000.0] [batch_t 0.289 (0.154)] [data_t 0.006] [optim_t 0.284] [lr 0.000081] [CE 4.292 (4.271)] [KD 3.162 (3.155)] +2024-10-14 01:13:50,653 - Train: 91.61% [1146100/1251000] [916.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000081] [CE 3.973 (4.224)] [KD 3.181 (3.140)] +2024-10-14 01:13:58,131 - Train: 91.62% [1146150/1251000] [916.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.007] [optim_t 0.144] [lr 0.000081] [CE 4.336 (4.211)] [KD 3.118 (3.135)] +2024-10-14 01:14:05,744 - Train: 91.62% [1146200/1251000] [916.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000081] [CE 3.865 (4.208)] [KD 3.099 (3.131)] +2024-10-14 01:14:13,493 - Train: 91.63% [1146250/1251000] [916.3/1000.0] [batch_t 0.164 (0.155)] [data_t 0.005] [optim_t 0.159] [lr 0.000081] [CE 4.602 (4.218)] [KD 3.462 (3.143)] +2024-10-14 01:14:21,107 - Train: 91.63% [1146300/1251000] [916.3/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.000081] [CE 4.198 (4.214)] [KD 3.150 (3.121)] +2024-10-14 01:14:28,979 - Train: 91.63% [1146350/1251000] [916.3/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.000081] [CE 4.859 (4.288)] [KD 3.394 (3.155)] +2024-10-14 01:14:36,485 - Train: 91.64% [1146400/1251000] [916.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000081] [CE 3.868 (4.205)] [KD 2.784 (3.129)] +2024-10-14 01:14:44,065 - Train: 91.64% [1146450/1251000] [916.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000081] [CE 4.175 (4.307)] [KD 3.186 (3.176)] +2024-10-14 01:14:51,661 - Train: 91.65% [1146500/1251000] [916.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000081] [CE 4.131 (4.244)] [KD 3.036 (3.145)] +2024-10-14 01:14:59,211 - Train: 91.65% [1146550/1251000] [916.5/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000081] [CE 3.838 (4.233)] [KD 2.744 (3.134)] +2024-10-14 01:15:06,712 - Train: 91.65% [1146600/1251000] [916.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000081] [CE 4.631 (4.271)] [KD 3.304 (3.175)] +2024-10-14 01:15:14,254 - Train: 91.66% [1146650/1251000] [916.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000081] [CE 4.462 (4.225)] [KD 3.337 (3.127)] +2024-10-14 01:15:22,016 - Train: 91.66% [1146700/1251000] [916.6/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000081] [CE 4.048 (4.219)] [KD 3.111 (3.123)] +2024-10-14 01:15:29,749 - Train: 91.67% [1146750/1251000] [916.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000081] [CE 4.434 (4.284)] [KD 3.406 (3.201)] +2024-10-14 01:15:37,612 - Train: 91.67% [1146800/1251000] [916.7/1000.0] [batch_t 0.155 (0.157)] [data_t 0.007] [optim_t 0.149] [lr 0.000081] [CE 3.864 (4.216)] [KD 3.012 (3.130)] +2024-10-14 01:15:45,262 - Train: 91.67% [1146850/1251000] [916.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000081] [CE 4.547 (4.248)] [KD 3.248 (3.162)] +2024-10-14 01:15:52,933 - Train: 91.68% [1146900/1251000] [916.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000080] [CE 4.102 (4.259)] [KD 2.919 (3.139)] +2024-10-14 01:16:00,496 - Train: 91.68% [1146950/1251000] [916.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000080] [CE 4.539 (4.191)] [KD 3.390 (3.117)] +2024-10-14 01:16:08,192 - Train: 91.69% [1147000/1251000] [916.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.008] [optim_t 0.143] [lr 0.000080] [CE 4.268 (4.204)] [KD 3.104 (3.130)] +2024-10-14 01:16:15,765 - Train: 91.69% [1147050/1251000] [916.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000080] [CE 4.093 (4.198)] [KD 2.930 (3.137)] +2024-10-14 01:16:23,559 - Train: 91.69% [1147100/1251000] [916.9/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000080] [CE 4.492 (4.273)] [KD 3.406 (3.163)] +2024-10-14 01:16:31,074 - Train: 91.70% [1147150/1251000] [917.0/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000080] [CE 3.712 (4.299)] [KD 2.802 (3.183)] +2024-10-14 01:16:39,197 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 37739] [top5_cnt 46271] [top_all 50000] +2024-10-14 01:16:39,198 - net: 75.478 (92.542) +2024-10-14 01:16:44,932 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.102)] [top1_cnt 38159] [top5_cnt 46382] [top_all 50000] +2024-10-14 01:16:44,933 - net_E: 76.318 (92.764) +2024-10-14 01:16:45,103 - Max [top1: 75.710 (epoch: 913)] [top1-ema: 76.318 (epoch: 917)] +2024-10-14 01:16:45,104 - ==> Total time: 2 days, 3:29:36 Eta: 4:39:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 01:16:53,235 - Train: 91.70% [1147200/1251000] [917.0/1000.0] [batch_t 0.148 (0.174)] [data_t 0.004] [optim_t 0.144] [lr 0.000080] [CE 3.959 (4.256)] [KD 3.165 (3.151)] +2024-10-14 01:17:00,672 - Train: 91.71% [1147250/1251000] [917.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000080] [CE 4.653 (4.209)] [KD 3.429 (3.128)] +2024-10-14 01:17:08,648 - Train: 91.71% [1147300/1251000] [917.1/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.000080] [CE 4.022 (4.242)] [KD 3.116 (3.149)] +2024-10-14 01:17:16,383 - Train: 91.71% [1147350/1251000] [917.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000080] [CE 3.900 (4.205)] [KD 2.902 (3.106)] +2024-10-14 01:17:23,893 - Train: 91.72% [1147400/1251000] [917.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000080] [CE 4.067 (4.280)] [KD 2.972 (3.161)] +2024-10-14 01:17:31,403 - Train: 91.72% [1147450/1251000] [917.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000080] [CE 4.556 (4.255)] [KD 3.418 (3.176)] +2024-10-14 01:17:39,451 - Train: 91.73% [1147500/1251000] [917.3/1000.0] [batch_t 0.150 (0.161)] [data_t 0.006] [optim_t 0.143] [lr 0.000080] [CE 3.897 (4.123)] [KD 2.974 (3.067)] +2024-10-14 01:17:47,074 - Train: 91.73% [1147550/1251000] [917.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000080] [CE 3.614 (4.238)] [KD 2.935 (3.162)] +2024-10-14 01:17:54,690 - Train: 91.73% [1147600/1251000] [917.3/1000.0] [batch_t 0.279 (0.152)] [data_t 0.006] [optim_t 0.273] [lr 0.000080] [CE 3.766 (4.238)] [KD 2.903 (3.135)] +2024-10-14 01:18:02,146 - Train: 91.74% [1147650/1251000] [917.4/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.000080] [CE 3.981 (4.257)] [KD 3.045 (3.156)] +2024-10-14 01:18:09,822 - Train: 91.74% [1147700/1251000] [917.4/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.000080] [CE 3.376 (4.228)] [KD 2.778 (3.134)] +2024-10-14 01:18:17,423 - Train: 91.75% [1147750/1251000] [917.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000080] [CE 4.498 (4.235)] [KD 3.115 (3.131)] +2024-10-14 01:18:25,071 - Train: 91.75% [1147800/1251000] [917.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.000080] [CE 3.939 (4.207)] [KD 3.120 (3.135)] +2024-10-14 01:18:32,607 - Train: 91.75% [1147850/1251000] [917.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000080] [CE 4.405 (4.221)] [KD 3.527 (3.114)] +2024-10-14 01:18:40,420 - Train: 91.76% [1147900/1251000] [917.6/1000.0] [batch_t 0.144 (0.156)] [data_t 0.003] [optim_t 0.140] [lr 0.000079] [CE 4.692 (4.285)] [KD 3.268 (3.186)] +2024-10-14 01:18:47,976 - Train: 91.76% [1147950/1251000] [917.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000079] [CE 4.395 (4.249)] [KD 3.237 (3.147)] +2024-10-14 01:18:55,478 - Train: 91.77% [1148000/1251000] [917.7/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.000079] [CE 4.387 (4.253)] [KD 3.104 (3.150)] +2024-10-14 01:19:03,166 - Train: 91.77% [1148050/1251000] [917.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000079] [CE 3.896 (4.254)] [KD 2.787 (3.173)] +2024-10-14 01:19:10,602 - Train: 91.77% [1148100/1251000] [917.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000079] [CE 4.213 (4.259)] [KD 3.180 (3.169)] +2024-10-14 01:19:18,221 - Train: 91.78% [1148150/1251000] [917.8/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000079] [CE 4.305 (4.297)] [KD 3.113 (3.145)] +2024-10-14 01:19:25,753 - Train: 91.78% [1148200/1251000] [917.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000079] [CE 4.200 (4.235)] [KD 3.095 (3.099)] +2024-10-14 01:19:33,144 - Train: 91.79% [1148250/1251000] [917.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000079] [CE 4.166 (4.194)] [KD 3.107 (3.113)] +2024-10-14 01:19:40,580 - Train: 91.79% [1148300/1251000] [917.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000079] [CE 3.904 (4.178)] [KD 2.859 (3.113)] +2024-10-14 01:19:48,575 - Train: 91.79% [1148350/1251000] [917.9/1000.0] [batch_t 0.146 (0.160)] [data_t 0.004] [optim_t 0.142] [lr 0.000079] [CE 4.329 (4.243)] [KD 3.104 (3.123)] +2024-10-14 01:19:56,099 - Train: 91.80% [1148400/1251000] [918.0/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000079] [CE 4.302 (4.258)] [KD 3.303 (3.156)] +2024-10-14 01:20:04,373 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37887] [top5_cnt 46226] [top_all 50000] +2024-10-14 01:20:04,373 - net: 75.774 (92.452) +2024-10-14 01:20:10,106 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.102)] [top1_cnt 38174] [top5_cnt 46391] [top_all 50000] +2024-10-14 01:20:10,106 - net_E: 76.348 (92.782) +2024-10-14 01:20:10,251 - Max [top1: 75.774 (epoch: 918)] [top1-ema: 76.348 (epoch: 918)] +2024-10-14 01:20:10,251 - ==> Total time: 2 days, 3:33:01 Eta: 4:36:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 01:20:19,491 - Train: 91.80% [1148450/1251000] [918.0/1000.0] [batch_t 0.148 (0.164)] [data_t 0.005] [optim_t 0.143] [lr 0.000079] [CE 4.113 (4.349)] [KD 3.004 (3.188)] +2024-10-14 01:20:26,976 - Train: 91.81% [1148500/1251000] [918.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000079] [CE 4.392 (4.244)] [KD 3.268 (3.113)] +2024-10-14 01:20:34,514 - Train: 91.81% [1148550/1251000] [918.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.000079] [CE 3.580 (4.177)] [KD 2.863 (3.111)] +2024-10-14 01:20:42,052 - Train: 91.81% [1148600/1251000] [918.1/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000079] [CE 4.376 (4.244)] [KD 3.259 (3.133)] +2024-10-14 01:20:49,828 - Train: 91.82% [1148650/1251000] [918.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000079] [CE 4.111 (4.287)] [KD 3.053 (3.154)] +2024-10-14 01:20:57,680 - Train: 91.82% [1148700/1251000] [918.2/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.000079] [CE 4.578 (4.235)] [KD 3.229 (3.133)] +2024-10-14 01:21:05,505 - Train: 91.83% [1148750/1251000] [918.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000079] [CE 4.534 (4.265)] [KD 3.412 (3.136)] +2024-10-14 01:21:13,005 - Train: 91.83% [1148800/1251000] [918.3/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000079] [CE 4.501 (4.310)] [KD 3.366 (3.181)] +2024-10-14 01:21:20,629 - Train: 91.83% [1148850/1251000] [918.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.146] [lr 0.000079] [CE 4.267 (4.246)] [KD 2.910 (3.133)] +2024-10-14 01:21:28,133 - Train: 91.84% [1148900/1251000] [918.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000079] [CE 4.245 (4.220)] [KD 3.008 (3.102)] +2024-10-14 01:21:35,634 - Train: 91.84% [1148950/1251000] [918.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000078] [CE 4.191 (4.259)] [KD 3.192 (3.131)] +2024-10-14 01:21:43,071 - Train: 91.85% [1149000/1251000] [918.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.000078] [CE 3.934 (4.257)] [KD 3.090 (3.147)] +2024-10-14 01:21:50,599 - Train: 91.85% [1149050/1251000] [918.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000078] [CE 4.087 (4.184)] [KD 3.091 (3.104)] +2024-10-14 01:21:58,467 - Train: 91.85% [1149100/1251000] [918.5/1000.0] [batch_t 0.146 (0.157)] [data_t 0.004] [optim_t 0.141] [lr 0.000078] [CE 4.186 (4.272)] [KD 3.099 (3.156)] +2024-10-14 01:22:06,051 - Train: 91.86% [1149150/1251000] [918.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000078] [CE 4.539 (4.256)] [KD 3.267 (3.160)] +2024-10-14 01:22:13,763 - Train: 91.86% [1149200/1251000] [918.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000078] [CE 4.059 (4.197)] [KD 2.951 (3.106)] +2024-10-14 01:22:21,191 - Train: 91.87% [1149250/1251000] [918.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000078] [CE 3.790 (4.197)] [KD 2.817 (3.098)] +2024-10-14 01:22:28,648 - Train: 91.87% [1149300/1251000] [918.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000078] [CE 3.885 (4.259)] [KD 3.073 (3.151)] +2024-10-14 01:22:36,089 - Train: 91.87% [1149350/1251000] [918.7/1000.0] [batch_t 0.154 (0.149)] [data_t 0.006] [optim_t 0.148] [lr 0.000078] [CE 4.083 (4.197)] [KD 3.123 (3.109)] +2024-10-14 01:22:43,539 - Train: 91.88% [1149400/1251000] [918.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000078] [CE 4.139 (4.227)] [KD 3.012 (3.138)] +2024-10-14 01:22:51,176 - Train: 91.88% [1149450/1251000] [918.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.000078] [CE 3.438 (4.144)] [KD 2.846 (3.078)] +2024-10-14 01:22:59,077 - Train: 91.89% [1149500/1251000] [918.9/1000.0] [batch_t 0.162 (0.158)] [data_t 0.005] [optim_t 0.157] [lr 0.000078] [CE 4.495 (4.206)] [KD 3.141 (3.089)] +2024-10-14 01:23:06,784 - Train: 91.89% [1149550/1251000] [918.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000078] [CE 4.144 (4.239)] [KD 3.129 (3.140)] +2024-10-14 01:23:14,540 - Train: 91.89% [1149600/1251000] [918.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000078] [CE 4.000 (4.234)] [KD 2.986 (3.140)] +2024-10-14 01:23:21,989 - Train: 91.90% [1149650/1251000] [919.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000078] [CE 3.990 (4.277)] [KD 3.263 (3.139)] +2024-10-14 01:23:30,360 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 37628] [top5_cnt 46135] [top_all 50000] +2024-10-14 01:23:30,360 - net: 75.256 (92.270) +2024-10-14 01:23:36,135 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.101)] [top1_cnt 38162] [top5_cnt 46379] [top_all 50000] +2024-10-14 01:23:36,135 - net_E: 76.324 (92.758) +2024-10-14 01:23:36,307 - Max [top1: 75.774 (epoch: 918)] [top1-ema: 76.348 (epoch: 918)] +2024-10-14 01:23:36,308 - ==> Total time: 2 days, 3:36:27 Eta: 4:32:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 01:23:42,980 - Train: 91.90% [1149700/1251000] [919.0/1000.0] [batch_t 0.151 (0.161)] [data_t 0.003] [optim_t 0.148] [lr 0.000078] [CE 4.106 (4.269)] [KD 3.038 (3.124)] +2024-10-14 01:23:50,514 - Train: 91.91% [1149750/1251000] [919.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000078] [CE 4.238 (4.251)] [KD 3.145 (3.113)] +2024-10-14 01:23:58,069 - Train: 91.91% [1149800/1251000] [919.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000078] [CE 4.426 (4.236)] [KD 3.241 (3.128)] +2024-10-14 01:24:05,955 - Train: 91.91% [1149850/1251000] [919.1/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.000078] [CE 4.500 (4.194)] [KD 3.127 (3.124)] +2024-10-14 01:24:13,943 - Train: 91.92% [1149900/1251000] [919.2/1000.0] [batch_t 0.151 (0.160)] [data_t 0.004] [optim_t 0.147] [lr 0.000078] [CE 3.777 (4.164)] [KD 2.817 (3.065)] +2024-10-14 01:24:21,573 - Train: 91.92% [1149950/1251000] [919.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000078] [CE 3.647 (4.262)] [KD 2.856 (3.161)] +2024-10-14 01:24:29,235 - Train: 91.93% [1150000/1251000] [919.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000078] [CE 3.936 (4.238)] [KD 2.952 (3.128)] +2024-10-14 01:24:36,827 - Train: 91.93% [1150050/1251000] [919.3/1000.0] [batch_t 0.165 (0.152)] [data_t 0.005] [optim_t 0.160] [lr 0.000077] [CE 4.941 (4.259)] [KD 3.422 (3.135)] +2024-10-14 01:24:44,532 - Train: 91.93% [1150100/1251000] [919.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000077] [CE 4.698 (4.178)] [KD 3.387 (3.086)] +2024-10-14 01:24:52,122 - Train: 91.94% [1150150/1251000] [919.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000077] [CE 4.436 (4.221)] [KD 3.395 (3.148)] +2024-10-14 01:24:59,936 - Train: 91.94% [1150200/1251000] [919.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000077] [CE 4.500 (4.307)] [KD 3.233 (3.145)] +2024-10-14 01:25:07,513 - Train: 91.95% [1150250/1251000] [919.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000077] [CE 4.125 (4.229)] [KD 3.050 (3.144)] +2024-10-14 01:25:15,054 - Train: 91.95% [1150300/1251000] [919.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000077] [CE 4.207 (4.236)] [KD 3.261 (3.134)] +2024-10-14 01:25:22,687 - Train: 91.95% [1150350/1251000] [919.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000077] [CE 4.669 (4.205)] [KD 3.336 (3.097)] +2024-10-14 01:25:30,220 - Train: 91.96% [1150400/1251000] [919.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000077] [CE 3.899 (4.194)] [KD 3.030 (3.114)] +2024-10-14 01:25:37,942 - Train: 91.96% [1150450/1251000] [919.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000077] [CE 4.295 (4.224)] [KD 3.115 (3.112)] +2024-10-14 01:25:45,527 - Train: 91.97% [1150500/1251000] [919.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000077] [CE 3.922 (4.258)] [KD 2.996 (3.157)] +2024-10-14 01:25:53,224 - Train: 91.97% [1150550/1251000] [919.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000077] [CE 3.941 (4.224)] [KD 2.848 (3.151)] +2024-10-14 01:26:00,890 - Train: 91.97% [1150600/1251000] [919.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.000077] [CE 3.828 (4.249)] [KD 2.936 (3.159)] +2024-10-14 01:26:08,331 - Train: 91.98% [1150650/1251000] [919.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000077] [CE 4.233 (4.239)] [KD 3.407 (3.120)] +2024-10-14 01:26:15,863 - Train: 91.98% [1150700/1251000] [919.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000077] [CE 4.112 (4.270)] [KD 3.003 (3.141)] +2024-10-14 01:26:23,276 - Train: 91.99% [1150750/1251000] [919.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000077] [CE 4.422 (4.302)] [KD 3.349 (3.176)] +2024-10-14 01:26:30,663 - Train: 91.99% [1150800/1251000] [919.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000077] [CE 3.782 (4.288)] [KD 2.892 (3.168)] +2024-10-14 01:26:38,356 - Train: 91.99% [1150850/1251000] [919.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000077] [CE 4.345 (4.208)] [KD 3.218 (3.103)] +2024-10-14 01:26:46,091 - Train: 92.00% [1150900/1251000] [920.0/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000077] [CE 4.257 (4.227)] [KD 3.131 (3.127)] +2024-10-14 01:26:54,563 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.102)] [top1_cnt 37738] [top5_cnt 46194] [top_all 50000] +2024-10-14 01:26:54,563 - net: 75.476 (92.388) +2024-10-14 01:27:00,453 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 38169] [top5_cnt 46371] [top_all 50000] +2024-10-14 01:27:00,453 - net_E: 76.338 (92.742) +2024-10-14 01:27:00,647 - Max [top1: 75.774 (epoch: 918)] [top1-ema: 76.348 (epoch: 918)] +2024-10-14 01:27:00,647 - ==> Total time: 2 days, 3:39:51 Eta: 4:29:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 01:27:12,333 - Train: 92.00% [1150950/1251000] [920.0/1000.0] [batch_t 0.151 (0.164)] [data_t 0.006] [optim_t 0.144] [lr 0.000077] [CE 3.628 (4.090)] [KD 2.974 (3.037)] +2024-10-14 01:27:19,999 - Train: 92.01% [1151000/1251000] [920.1/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.139] [lr 0.000077] [CE 4.640 (4.292)] [KD 3.349 (3.168)] +2024-10-14 01:27:27,669 - Train: 92.01% [1151050/1251000] [920.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.000077] [CE 3.646 (4.176)] [KD 2.707 (3.083)] +2024-10-14 01:27:35,181 - Train: 92.01% [1151100/1251000] [920.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000076] [CE 3.987 (4.244)] [KD 2.945 (3.142)] +2024-10-14 01:27:42,798 - Train: 92.02% [1151150/1251000] [920.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.000076] [CE 4.973 (4.200)] [KD 3.714 (3.084)] +2024-10-14 01:27:50,319 - Train: 92.02% [1151200/1251000] [920.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000076] [CE 4.412 (4.248)] [KD 3.113 (3.143)] +2024-10-14 01:27:58,246 - Train: 92.03% [1151250/1251000] [920.3/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.000076] [CE 4.324 (4.206)] [KD 3.270 (3.089)] +2024-10-14 01:28:05,908 - Train: 92.03% [1151300/1251000] [920.3/1000.0] [batch_t 0.303 (0.153)] [data_t 0.004] [optim_t 0.300] [lr 0.000076] [CE 4.124 (4.296)] [KD 2.867 (3.198)] +2024-10-14 01:28:13,540 - Train: 92.03% [1151350/1251000] [920.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000076] [CE 3.862 (4.283)] [KD 2.888 (3.142)] +2024-10-14 01:28:21,222 - Train: 92.04% [1151400/1251000] [920.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000076] [CE 4.236 (4.211)] [KD 3.040 (3.129)] +2024-10-14 01:28:28,979 - Train: 92.04% [1151450/1251000] [920.4/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.000076] [CE 3.864 (4.213)] [KD 3.044 (3.136)] +2024-10-14 01:28:36,639 - Train: 92.05% [1151500/1251000] [920.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.007] [optim_t 0.141] [lr 0.000076] [CE 4.346 (4.193)] [KD 3.165 (3.093)] +2024-10-14 01:28:44,179 - Train: 92.05% [1151550/1251000] [920.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000076] [CE 3.600 (4.250)] [KD 2.824 (3.145)] +2024-10-14 01:28:51,720 - Train: 92.05% [1151600/1251000] [920.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000076] [CE 4.106 (4.264)] [KD 3.118 (3.140)] +2024-10-14 01:28:59,338 - Train: 92.06% [1151650/1251000] [920.6/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000076] [CE 4.151 (4.205)] [KD 3.285 (3.105)] +2024-10-14 01:29:06,969 - Train: 92.06% [1151700/1251000] [920.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000076] [CE 4.561 (4.187)] [KD 3.107 (3.120)] +2024-10-14 01:29:14,847 - Train: 92.07% [1151750/1251000] [920.7/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000076] [CE 4.228 (4.239)] [KD 3.132 (3.120)] +2024-10-14 01:29:22,424 - Train: 92.07% [1151800/1251000] [920.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000076] [CE 4.203 (4.175)] [KD 3.127 (3.126)] +2024-10-14 01:29:30,040 - Train: 92.07% [1151850/1251000] [920.7/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000076] [CE 4.817 (4.266)] [KD 3.379 (3.161)] +2024-10-14 01:29:37,621 - Train: 92.08% [1151900/1251000] [920.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000076] [CE 3.689 (4.245)] [KD 2.799 (3.140)] +2024-10-14 01:29:45,063 - Train: 92.08% [1151950/1251000] [920.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000076] [CE 4.130 (4.247)] [KD 3.044 (3.129)] +2024-10-14 01:29:52,627 - Train: 92.09% [1152000/1251000] [920.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000076] [CE 4.285 (4.248)] [KD 3.143 (3.123)] +2024-10-14 01:30:00,126 - Train: 92.09% [1152050/1251000] [920.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000076] [CE 4.526 (4.240)] [KD 3.193 (3.120)] +2024-10-14 01:30:08,036 - Train: 92.09% [1152100/1251000] [920.9/1000.0] [batch_t 0.148 (0.158)] [data_t 0.007] [optim_t 0.141] [lr 0.000076] [CE 4.322 (4.157)] [KD 3.044 (3.055)] +2024-10-14 01:30:15,641 - Train: 92.10% [1152150/1251000] [921.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000076] [CE 4.287 (4.163)] [KD 3.133 (3.081)] +2024-10-14 01:30:24,405 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37736] [top5_cnt 46264] [top_all 50000] +2024-10-14 01:30:24,405 - net: 75.472 (92.528) +2024-10-14 01:30:30,129 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 38176] [top5_cnt 46389] [top_all 50000] +2024-10-14 01:30:30,129 - net_E: 76.352 (92.778) +2024-10-14 01:30:30,287 - Max [top1: 75.774 (epoch: 918)] [top1-ema: 76.352 (epoch: 921)] +2024-10-14 01:30:30,288 - ==> Total time: 2 days, 3:43:21 Eta: 4:26:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 01:30:37,890 - Train: 92.10% [1152200/1251000] [921.0/1000.0] [batch_t 0.147 (0.166)] [data_t 0.005] [optim_t 0.142] [lr 0.000075] [CE 4.221 (4.228)] [KD 3.180 (3.124)] +2024-10-14 01:30:45,605 - Train: 92.11% [1152250/1251000] [921.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.007] [optim_t 0.140] [lr 0.000075] [CE 4.610 (4.267)] [KD 3.427 (3.148)] +2024-10-14 01:30:53,058 - Train: 92.11% [1152300/1251000] [921.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.000075] [CE 4.678 (4.257)] [KD 3.415 (3.144)] +2024-10-14 01:31:00,769 - Train: 92.11% [1152350/1251000] [921.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000075] [CE 4.153 (4.265)] [KD 2.983 (3.142)] +2024-10-14 01:31:08,241 - Train: 92.12% [1152400/1251000] [921.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000075] [CE 4.526 (4.237)] [KD 3.213 (3.119)] +2024-10-14 01:31:15,957 - Train: 92.12% [1152450/1251000] [921.2/1000.0] [batch_t 0.145 (0.154)] [data_t 0.006] [optim_t 0.140] [lr 0.000075] [CE 4.830 (4.263)] [KD 3.211 (3.120)] +2024-10-14 01:31:23,402 - Train: 92.13% [1152500/1251000] [921.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.000075] [CE 3.575 (4.194)] [KD 2.661 (3.113)] +2024-10-14 01:31:31,069 - Train: 92.13% [1152550/1251000] [921.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000075] [CE 4.033 (4.241)] [KD 3.105 (3.122)] +2024-10-14 01:31:38,855 - Train: 92.13% [1152600/1251000] [921.3/1000.0] [batch_t 0.147 (0.156)] [data_t 0.006] [optim_t 0.141] [lr 0.000075] [CE 4.261 (4.265)] [KD 3.197 (3.125)] +2024-10-14 01:31:46,310 - Train: 92.14% [1152650/1251000] [921.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000075] [CE 4.627 (4.249)] [KD 3.258 (3.143)] +2024-10-14 01:31:53,714 - Train: 92.14% [1152700/1251000] [921.4/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000075] [CE 3.974 (4.208)] [KD 2.967 (3.101)] +2024-10-14 01:32:01,361 - Train: 92.15% [1152750/1251000] [921.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000075] [CE 4.881 (4.172)] [KD 3.414 (3.077)] +2024-10-14 01:32:08,819 - Train: 92.15% [1152800/1251000] [921.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000075] [CE 4.447 (4.300)] [KD 3.427 (3.163)] +2024-10-14 01:32:16,372 - Train: 92.15% [1152850/1251000] [921.5/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000075] [CE 4.190 (4.275)] [KD 3.060 (3.148)] +2024-10-14 01:32:24,035 - Train: 92.16% [1152900/1251000] [921.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000075] [CE 4.174 (4.234)] [KD 2.892 (3.085)] +2024-10-14 01:32:31,659 - Train: 92.16% [1152950/1251000] [921.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000075] [CE 4.458 (4.222)] [KD 3.130 (3.093)] +2024-10-14 01:32:39,353 - Train: 92.17% [1153000/1251000] [921.7/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.000075] [CE 4.091 (4.191)] [KD 3.025 (3.087)] +2024-10-14 01:32:46,867 - Train: 92.17% [1153050/1251000] [921.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000075] [CE 3.772 (4.248)] [KD 2.861 (3.141)] +2024-10-14 01:32:54,411 - Train: 92.17% [1153100/1251000] [921.7/1000.0] [batch_t 0.162 (0.151)] [data_t 0.004] [optim_t 0.158] [lr 0.000075] [CE 4.196 (4.273)] [KD 3.137 (3.158)] +2024-10-14 01:33:01,966 - Train: 92.18% [1153150/1251000] [921.8/1000.0] [batch_t 0.163 (0.151)] [data_t 0.003] [optim_t 0.160] [lr 0.000075] [CE 4.372 (4.235)] [KD 3.190 (3.119)] +2024-10-14 01:33:09,558 - Train: 92.18% [1153200/1251000] [921.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000075] [CE 4.271 (4.293)] [KD 3.201 (3.154)] +2024-10-14 01:33:17,002 - Train: 92.19% [1153250/1251000] [921.9/1000.0] [batch_t 0.161 (0.149)] [data_t 0.004] [optim_t 0.157] [lr 0.000075] [CE 4.655 (4.284)] [KD 3.336 (3.121)] +2024-10-14 01:33:24,730 - Train: 92.19% [1153300/1251000] [921.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000074] [CE 4.078 (4.251)] [KD 3.035 (3.133)] +2024-10-14 01:33:32,200 - Train: 92.19% [1153350/1251000] [921.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000074] [CE 4.085 (4.204)] [KD 2.960 (3.064)] +2024-10-14 01:33:39,892 - Train: 92.20% [1153400/1251000] [922.0/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000074] [CE 4.007 (4.200)] [KD 2.906 (3.079)] +2024-10-14 01:33:48,999 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 37910] [top5_cnt 46325] [top_all 50000] +2024-10-14 01:33:49,000 - net: 75.820 (92.650) +2024-10-14 01:33:54,844 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 38187] [top5_cnt 46393] [top_all 50000] +2024-10-14 01:33:54,844 - net_E: 76.374 (92.786) +2024-10-14 01:33:54,986 - Max [top1: 75.820 (epoch: 922)] [top1-ema: 76.374 (epoch: 922)] +2024-10-14 01:33:54,987 - ==> Total time: 2 days, 3:46:46 Eta: 4:22:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 01:34:02,868 - Train: 92.20% [1153450/1251000] [922.0/1000.0] [batch_t 0.150 (0.164)] [data_t 0.005] [optim_t 0.145] [lr 0.000074] [CE 4.531 (4.284)] [KD 3.401 (3.156)] +2024-10-14 01:34:10,343 - Train: 92.21% [1153500/1251000] [922.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000074] [CE 3.501 (4.176)] [KD 2.727 (3.095)] +2024-10-14 01:34:17,784 - Train: 92.21% [1153550/1251000] [922.1/1000.0] [batch_t 0.143 (0.149)] [data_t 0.003] [optim_t 0.140] [lr 0.000074] [CE 4.230 (4.264)] [KD 3.102 (3.110)] +2024-10-14 01:34:25,302 - Train: 92.21% [1153600/1251000] [922.1/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000074] [CE 4.619 (4.319)] [KD 3.241 (3.145)] +2024-10-14 01:34:32,816 - Train: 92.22% [1153650/1251000] [922.2/1000.0] [batch_t 0.293 (0.150)] [data_t 0.003] [optim_t 0.291] [lr 0.000074] [CE 3.116 (4.213)] [KD 2.548 (3.091)] +2024-10-14 01:34:40,347 - Train: 92.22% [1153700/1251000] [922.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000074] [CE 4.160 (4.209)] [KD 3.071 (3.098)] +2024-10-14 01:34:47,905 - Train: 92.23% [1153750/1251000] [922.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000074] [CE 4.567 (4.198)] [KD 3.358 (3.097)] +2024-10-14 01:34:55,623 - Train: 92.23% [1153800/1251000] [922.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000074] [CE 4.326 (4.190)] [KD 3.205 (3.095)] +2024-10-14 01:35:03,359 - Train: 92.23% [1153850/1251000] [922.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000074] [CE 3.603 (4.253)] [KD 2.716 (3.138)] +2024-10-14 01:35:10,797 - Train: 92.24% [1153900/1251000] [922.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000074] [CE 4.120 (4.210)] [KD 3.042 (3.078)] +2024-10-14 01:35:18,269 - Train: 92.24% [1153950/1251000] [922.4/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000074] [CE 4.236 (4.210)] [KD 3.102 (3.128)] +2024-10-14 01:35:25,690 - Train: 92.25% [1154000/1251000] [922.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000074] [CE 4.912 (4.179)] [KD 3.297 (3.082)] +2024-10-14 01:35:33,227 - Train: 92.25% [1154050/1251000] [922.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000074] [CE 4.327 (4.264)] [KD 3.003 (3.121)] +2024-10-14 01:35:40,796 - Train: 92.25% [1154100/1251000] [922.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000074] [CE 4.967 (4.277)] [KD 3.533 (3.147)] +2024-10-14 01:35:48,502 - Train: 92.26% [1154150/1251000] [922.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000074] [CE 4.031 (4.252)] [KD 2.877 (3.095)] +2024-10-14 01:35:55,916 - Train: 92.26% [1154200/1251000] [922.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000074] [CE 3.926 (4.242)] [KD 2.883 (3.114)] +2024-10-14 01:36:03,875 - Train: 92.27% [1154250/1251000] [922.7/1000.0] [batch_t 0.148 (0.159)] [data_t 0.005] [optim_t 0.142] [lr 0.000074] [CE 4.729 (4.235)] [KD 3.193 (3.102)] +2024-10-14 01:36:11,324 - Train: 92.27% [1154300/1251000] [922.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.000074] [CE 4.239 (4.246)] [KD 3.078 (3.120)] +2024-10-14 01:36:18,750 - Train: 92.27% [1154350/1251000] [922.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000074] [CE 3.614 (4.257)] [KD 2.762 (3.151)] +2024-10-14 01:36:26,155 - Train: 92.28% [1154400/1251000] [922.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000073] [CE 4.627 (4.261)] [KD 3.435 (3.142)] +2024-10-14 01:36:33,694 - Train: 92.28% [1154450/1251000] [922.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000073] [CE 4.688 (4.275)] [KD 3.401 (3.126)] +2024-10-14 01:36:41,265 - Train: 92.29% [1154500/1251000] [922.9/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.000073] [CE 4.236 (4.217)] [KD 3.004 (3.104)] +2024-10-14 01:36:48,867 - Train: 92.29% [1154550/1251000] [922.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000073] [CE 4.553 (4.284)] [KD 3.381 (3.168)] +2024-10-14 01:36:56,492 - Train: 92.29% [1154600/1251000] [922.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000073] [CE 3.950 (4.208)] [KD 3.009 (3.099)] +2024-10-14 01:37:04,323 - Train: 92.30% [1154650/1251000] [923.0/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.000073] [CE 3.981 (4.237)] [KD 2.988 (3.116)] +2024-10-14 01:37:13,519 - Test (net): 100.00% [50/50] [batch_t 0.028 (0.105)] [top1_cnt 37725] [top5_cnt 46151] [top_all 50000] +2024-10-14 01:37:13,520 - net: 75.450 (92.302) +2024-10-14 01:37:19,336 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 38205] [top5_cnt 46408] [top_all 50000] +2024-10-14 01:37:19,336 - net_E: 76.410 (92.816) +2024-10-14 01:37:19,488 - Max [top1: 75.820 (epoch: 922)] [top1-ema: 76.410 (epoch: 923)] +2024-10-14 01:37:19,489 - ==> Total time: 2 days, 3:50:10 Eta: 4:19:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 01:37:26,429 - Train: 92.30% [1154700/1251000] [923.0/1000.0] [batch_t 0.142 (0.164)] [data_t 0.006] [optim_t 0.136] [lr 0.000073] [CE 4.027 (4.249)] [KD 3.068 (3.133)] +2024-10-14 01:37:33,809 - Train: 92.31% [1154750/1251000] [923.1/1000.0] [batch_t 0.144 (0.147)] [data_t 0.004] [optim_t 0.139] [lr 0.000073] [CE 4.190 (4.241)] [KD 2.964 (3.122)] +2024-10-14 01:37:41,317 - Train: 92.31% [1154800/1251000] [923.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000073] [CE 3.921 (4.179)] [KD 2.747 (3.077)] +2024-10-14 01:37:48,875 - Train: 92.31% [1154850/1251000] [923.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000073] [CE 4.342 (4.237)] [KD 3.362 (3.116)] +2024-10-14 01:37:56,381 - Train: 92.32% [1154900/1251000] [923.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000073] [CE 3.488 (4.194)] [KD 2.571 (3.078)] +2024-10-14 01:38:03,908 - Train: 92.32% [1154950/1251000] [923.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000073] [CE 4.780 (4.275)] [KD 3.380 (3.112)] +2024-10-14 01:38:11,430 - Train: 92.33% [1155000/1251000] [923.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.000073] [CE 4.582 (4.163)] [KD 3.013 (3.069)] +2024-10-14 01:38:19,131 - Train: 92.33% [1155050/1251000] [923.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.000073] [CE 4.294 (4.220)] [KD 3.103 (3.099)] +2024-10-14 01:38:26,669 - Train: 92.33% [1155100/1251000] [923.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000073] [CE 4.242 (4.238)] [KD 3.076 (3.124)] +2024-10-14 01:38:34,148 - Train: 92.34% [1155150/1251000] [923.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000073] [CE 4.017 (4.242)] [KD 3.075 (3.119)] +2024-10-14 01:38:41,764 - Train: 92.34% [1155200/1251000] [923.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.000073] [CE 4.245 (4.152)] [KD 3.148 (3.096)] +2024-10-14 01:38:49,280 - Train: 92.35% [1155250/1251000] [923.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.000073] [CE 3.849 (4.196)] [KD 2.873 (3.091)] +2024-10-14 01:38:56,662 - Train: 92.35% [1155300/1251000] [923.5/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.139] [lr 0.000073] [CE 4.601 (4.262)] [KD 3.365 (3.122)] +2024-10-14 01:39:04,070 - Train: 92.35% [1155350/1251000] [923.5/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000073] [CE 3.978 (4.237)] [KD 3.134 (3.138)] +2024-10-14 01:39:11,676 - Train: 92.36% [1155400/1251000] [923.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000073] [CE 4.421 (4.295)] [KD 3.321 (3.158)] +2024-10-14 01:39:19,223 - Train: 92.36% [1155450/1251000] [923.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000073] [CE 4.390 (4.155)] [KD 3.268 (3.042)] +2024-10-14 01:39:27,172 - Train: 92.37% [1155500/1251000] [923.7/1000.0] [batch_t 0.148 (0.159)] [data_t 0.006] [optim_t 0.142] [lr 0.000073] [CE 4.391 (4.253)] [KD 3.132 (3.107)] +2024-10-14 01:39:34,923 - Train: 92.37% [1155550/1251000] [923.7/1000.0] [batch_t 0.161 (0.155)] [data_t 0.005] [optim_t 0.156] [lr 0.000072] [CE 4.647 (4.227)] [KD 3.114 (3.092)] +2024-10-14 01:39:42,355 - Train: 92.37% [1155600/1251000] [923.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.000072] [CE 3.858 (4.142)] [KD 2.771 (3.027)] +2024-10-14 01:39:49,888 - Train: 92.38% [1155650/1251000] [923.8/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.000072] [CE 3.711 (4.253)] [KD 2.885 (3.094)] +2024-10-14 01:39:57,434 - Train: 92.38% [1155700/1251000] [923.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000072] [CE 4.520 (4.283)] [KD 3.399 (3.143)] +2024-10-14 01:40:04,861 - Train: 92.39% [1155750/1251000] [923.9/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.000072] [CE 4.707 (4.242)] [KD 3.312 (3.122)] +2024-10-14 01:40:12,410 - Train: 92.39% [1155800/1251000] [923.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000072] [CE 4.178 (4.238)] [KD 3.018 (3.118)] +2024-10-14 01:40:19,960 - Train: 92.39% [1155850/1251000] [923.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000072] [CE 4.017 (4.214)] [KD 3.067 (3.091)] +2024-10-14 01:40:27,611 - Train: 92.40% [1155900/1251000] [924.0/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.000072] [CE 3.940 (4.216)] [KD 3.048 (3.115)] +2024-10-14 01:40:36,694 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 37843] [top5_cnt 46210] [top_all 50000] +2024-10-14 01:40:36,695 - net: 75.686 (92.420) +2024-10-14 01:40:42,489 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 38214] [top5_cnt 46413] [top_all 50000] +2024-10-14 01:40:42,490 - net_E: 76.428 (92.826) +2024-10-14 01:40:42,707 - Max [top1: 75.820 (epoch: 922)] [top1-ema: 76.428 (epoch: 924)] +2024-10-14 01:40:42,707 - ==> Total time: 2 days, 3:53:33 Eta: 4:16:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 01:40:50,116 - Train: 92.40% [1155950/1251000] [924.0/1000.0] [batch_t 0.149 (0.176)] [data_t 0.003] [optim_t 0.146] [lr 0.000072] [CE 4.563 (4.162)] [KD 3.134 (3.037)] +2024-10-14 01:40:57,774 - Train: 92.41% [1156000/1251000] [924.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000072] [CE 3.563 (4.188)] [KD 2.679 (3.047)] +2024-10-14 01:41:05,207 - Train: 92.41% [1156050/1251000] [924.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000072] [CE 3.895 (4.097)] [KD 3.044 (3.038)] +2024-10-14 01:41:12,888 - Train: 92.41% [1156100/1251000] [924.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000072] [CE 4.403 (4.214)] [KD 3.300 (3.131)] +2024-10-14 01:41:20,466 - Train: 92.42% [1156150/1251000] [924.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000072] [CE 4.284 (4.226)] [KD 3.234 (3.130)] +2024-10-14 01:41:28,023 - Train: 92.42% [1156200/1251000] [924.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000072] [CE 4.271 (4.211)] [KD 3.131 (3.067)] +2024-10-14 01:41:35,405 - Train: 92.43% [1156250/1251000] [924.3/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000072] [CE 4.004 (4.220)] [KD 2.797 (3.092)] +2024-10-14 01:41:42,900 - Train: 92.43% [1156300/1251000] [924.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000072] [CE 4.150 (4.248)] [KD 3.074 (3.117)] +2024-10-14 01:41:50,555 - Train: 92.43% [1156350/1251000] [924.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000072] [CE 4.213 (4.204)] [KD 3.166 (3.104)] +2024-10-14 01:41:58,226 - Train: 92.44% [1156400/1251000] [924.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.007] [optim_t 0.141] [lr 0.000072] [CE 4.123 (4.288)] [KD 3.194 (3.139)] +2024-10-14 01:42:05,700 - Train: 92.44% [1156450/1251000] [924.4/1000.0] [batch_t 0.152 (0.149)] [data_t 0.007] [optim_t 0.145] [lr 0.000072] [CE 4.503 (4.166)] [KD 3.083 (3.062)] +2024-10-14 01:42:13,533 - Train: 92.45% [1156500/1251000] [924.5/1000.0] [batch_t 0.150 (0.157)] [data_t 0.007] [optim_t 0.143] [lr 0.000072] [CE 4.702 (4.221)] [KD 3.362 (3.084)] +2024-10-14 01:42:20,986 - Train: 92.45% [1156550/1251000] [924.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000072] [CE 4.134 (4.180)] [KD 2.951 (3.088)] +2024-10-14 01:42:28,421 - Train: 92.45% [1156600/1251000] [924.5/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000072] [CE 3.940 (4.319)] [KD 3.107 (3.124)] +2024-10-14 01:42:35,987 - Train: 92.46% [1156650/1251000] [924.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000071] [CE 4.234 (4.269)] [KD 3.132 (3.120)] +2024-10-14 01:42:43,591 - Train: 92.46% [1156700/1251000] [924.6/1000.0] [batch_t 0.142 (0.152)] [data_t 0.003] [optim_t 0.139] [lr 0.000071] [CE 4.373 (4.179)] [KD 3.147 (3.053)] +2024-10-14 01:42:51,104 - Train: 92.47% [1156750/1251000] [924.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.007] [optim_t 0.142] [lr 0.000071] [CE 4.470 (4.244)] [KD 3.429 (3.104)] +2024-10-14 01:42:58,598 - Train: 92.47% [1156800/1251000] [924.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000071] [CE 3.984 (4.231)] [KD 3.083 (3.131)] +2024-10-14 01:43:06,229 - Train: 92.47% [1156850/1251000] [924.7/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000071] [CE 4.447 (4.309)] [KD 3.136 (3.132)] +2024-10-14 01:43:13,684 - Train: 92.48% [1156900/1251000] [924.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000071] [CE 3.891 (4.247)] [KD 2.944 (3.108)] +2024-10-14 01:43:21,419 - Train: 92.48% [1156950/1251000] [924.8/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000071] [CE 3.941 (4.196)] [KD 2.923 (3.078)] +2024-10-14 01:43:28,831 - Train: 92.49% [1157000/1251000] [924.9/1000.0] [batch_t 0.151 (0.148)] [data_t 0.005] [optim_t 0.146] [lr 0.000071] [CE 3.680 (4.182)] [KD 2.759 (3.081)] +2024-10-14 01:43:36,381 - Train: 92.49% [1157050/1251000] [924.9/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.000071] [CE 4.430 (4.181)] [KD 3.235 (3.067)] +2024-10-14 01:43:43,906 - Train: 92.49% [1157100/1251000] [924.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000071] [CE 4.530 (4.254)] [KD 3.444 (3.131)] +2024-10-14 01:43:51,422 - Train: 92.50% [1157150/1251000] [925.0/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.000071] [CE 3.933 (4.256)] [KD 2.890 (3.127)] +2024-10-14 01:44:00,905 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 37835] [top5_cnt 46258] [top_all 50000] +2024-10-14 01:44:00,906 - net: 75.670 (92.516) +2024-10-14 01:44:06,824 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.109)] [top1_cnt 38216] [top5_cnt 46409] [top_all 50000] +2024-10-14 01:44:06,824 - net_E: 76.432 (92.818) +2024-10-14 01:44:06,967 - Max [top1: 75.820 (epoch: 922)] [top1-ema: 76.432 (epoch: 925)] +2024-10-14 01:44:06,967 - ==> Total time: 2 days, 3:56:58 Eta: 4:12:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 01:44:14,056 - Train: 92.50% [1157200/1251000] [925.0/1000.0] [batch_t 0.158 (0.173)] [data_t 0.004] [optim_t 0.154] [lr 0.000071] [CE 4.556 (4.266)] [KD 3.290 (3.122)] +2024-10-14 01:44:21,747 - Train: 92.51% [1157250/1251000] [925.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000071] [CE 4.458 (4.279)] [KD 3.171 (3.118)] +2024-10-14 01:44:29,297 - Train: 92.51% [1157300/1251000] [925.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000071] [CE 4.194 (4.291)] [KD 3.252 (3.122)] +2024-10-14 01:44:36,826 - Train: 92.51% [1157350/1251000] [925.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.000071] [CE 4.286 (4.227)] [KD 3.106 (3.098)] +2024-10-14 01:44:44,416 - Train: 92.52% [1157400/1251000] [925.2/1000.0] [batch_t 0.143 (0.152)] [data_t 0.003] [optim_t 0.140] [lr 0.000071] [CE 3.814 (4.243)] [KD 2.797 (3.120)] +2024-10-14 01:44:51,825 - Train: 92.52% [1157450/1251000] [925.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000071] [CE 3.837 (4.198)] [KD 2.960 (3.068)] +2024-10-14 01:44:59,389 - Train: 92.53% [1157500/1251000] [925.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000071] [CE 4.358 (4.221)] [KD 3.211 (3.111)] +2024-10-14 01:45:07,127 - Train: 92.53% [1157550/1251000] [925.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000071] [CE 4.094 (4.263)] [KD 3.024 (3.119)] +2024-10-14 01:45:14,811 - Train: 92.53% [1157600/1251000] [925.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.000071] [CE 3.959 (4.199)] [KD 2.874 (3.070)] +2024-10-14 01:45:22,373 - Train: 92.54% [1157650/1251000] [925.4/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000071] [CE 3.782 (4.246)] [KD 2.768 (3.086)] +2024-10-14 01:45:29,940 - Train: 92.54% [1157700/1251000] [925.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000071] [CE 3.652 (4.249)] [KD 2.893 (3.090)] +2024-10-14 01:45:37,487 - Train: 92.55% [1157750/1251000] [925.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000071] [CE 4.340 (4.228)] [KD 3.240 (3.112)] +2024-10-14 01:45:45,028 - Train: 92.55% [1157800/1251000] [925.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.000070] [CE 4.497 (4.184)] [KD 3.238 (3.050)] +2024-10-14 01:45:52,722 - Train: 92.55% [1157850/1251000] [925.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000070] [CE 4.313 (4.232)] [KD 3.329 (3.109)] +2024-10-14 01:46:00,231 - Train: 92.56% [1157900/1251000] [925.6/1000.0] [batch_t 0.159 (0.150)] [data_t 0.003] [optim_t 0.156] [lr 0.000070] [CE 4.794 (4.288)] [KD 3.440 (3.140)] +2024-10-14 01:46:08,031 - Train: 92.56% [1157950/1251000] [925.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000070] [CE 3.762 (4.211)] [KD 2.897 (3.113)] +2024-10-14 01:46:15,618 - Train: 92.57% [1158000/1251000] [925.7/1000.0] [batch_t 0.265 (0.152)] [data_t 0.004] [optim_t 0.260] [lr 0.000070] [CE 4.451 (4.286)] [KD 3.171 (3.118)] +2024-10-14 01:46:23,156 - Train: 92.57% [1158050/1251000] [925.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000070] [CE 3.861 (4.134)] [KD 2.679 (3.039)] +2024-10-14 01:46:30,656 - Train: 92.57% [1158100/1251000] [925.7/1000.0] [batch_t 0.156 (0.150)] [data_t 0.006] [optim_t 0.150] [lr 0.000070] [CE 4.718 (4.200)] [KD 3.360 (3.079)] +2024-10-14 01:46:38,254 - Train: 92.58% [1158150/1251000] [925.8/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.000070] [CE 3.766 (4.275)] [KD 2.878 (3.107)] +2024-10-14 01:46:45,725 - Train: 92.58% [1158200/1251000] [925.8/1000.0] [batch_t 0.161 (0.149)] [data_t 0.004] [optim_t 0.157] [lr 0.000070] [CE 4.228 (4.154)] [KD 3.052 (3.066)] +2024-10-14 01:46:53,504 - Train: 92.59% [1158250/1251000] [925.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000070] [CE 4.353 (4.240)] [KD 3.195 (3.094)] +2024-10-14 01:47:01,161 - Train: 92.59% [1158300/1251000] [925.9/1000.0] [batch_t 0.166 (0.153)] [data_t 0.007] [optim_t 0.160] [lr 0.000070] [CE 4.276 (4.274)] [KD 3.089 (3.131)] +2024-10-14 01:47:08,690 - Train: 92.59% [1158350/1251000] [925.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000070] [CE 4.555 (4.332)] [KD 3.108 (3.142)] +2024-10-14 01:47:16,253 - Train: 92.60% [1158400/1251000] [926.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000070] [CE 4.541 (4.244)] [KD 3.415 (3.115)] +2024-10-14 01:47:25,874 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37665] [top5_cnt 46182] [top_all 50000] +2024-10-14 01:47:25,875 - net: 75.330 (92.364) +2024-10-14 01:47:31,674 - Test (net_E): 100.00% [50/50] [batch_t 0.027 (0.106)] [top1_cnt 38203] [top5_cnt 46401] [top_all 50000] +2024-10-14 01:47:31,674 - net_E: 76.406 (92.802) +2024-10-14 01:47:31,808 - Max [top1: 75.820 (epoch: 922)] [top1-ema: 76.432 (epoch: 925)] +2024-10-14 01:47:31,808 - ==> Total time: 2 days, 4:00:22 Eta: 4:09:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 01:47:37,426 - Train: 92.60% [1158450/1251000] [926.0/1000.0] [batch_t 0.149 (0.172)] [data_t 0.005] [optim_t 0.144] [lr 0.000070] [CE 4.264 (4.279)] [KD 3.242 (3.117)] +2024-10-14 01:47:45,098 - Train: 92.61% [1158500/1251000] [926.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000070] [CE 4.244 (4.218)] [KD 2.931 (3.050)] +2024-10-14 01:47:52,768 - Train: 92.61% [1158550/1251000] [926.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000070] [CE 3.943 (4.201)] [KD 2.951 (3.078)] +2024-10-14 01:48:00,204 - Train: 92.61% [1158600/1251000] [926.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000070] [CE 3.732 (4.281)] [KD 2.781 (3.120)] +2024-10-14 01:48:08,001 - Train: 92.62% [1158650/1251000] [926.2/1000.0] [batch_t 0.292 (0.156)] [data_t 0.004] [optim_t 0.288] [lr 0.000070] [CE 4.079 (4.179)] [KD 3.055 (3.084)] +2024-10-14 01:48:15,381 - Train: 92.62% [1158700/1251000] [926.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000070] [CE 3.823 (4.257)] [KD 2.881 (3.091)] +2024-10-14 01:48:22,931 - Train: 92.63% [1158750/1251000] [926.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000070] [CE 4.297 (4.174)] [KD 3.183 (3.062)] +2024-10-14 01:48:30,556 - Train: 92.63% [1158800/1251000] [926.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000070] [CE 3.896 (4.171)] [KD 2.824 (3.059)] +2024-10-14 01:48:38,130 - Train: 92.63% [1158850/1251000] [926.3/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.000070] [CE 3.727 (4.222)] [KD 2.801 (3.075)] +2024-10-14 01:48:45,695 - Train: 92.64% [1158900/1251000] [926.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.000070] [CE 4.439 (4.221)] [KD 3.271 (3.070)] +2024-10-14 01:48:53,163 - Train: 92.64% [1158950/1251000] [926.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000070] [CE 4.144 (4.251)] [KD 2.848 (3.091)] +2024-10-14 01:49:00,743 - Train: 92.65% [1159000/1251000] [926.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000069] [CE 4.238 (4.257)] [KD 2.909 (3.082)] +2024-10-14 01:49:08,173 - Train: 92.65% [1159050/1251000] [926.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.000069] [CE 4.148 (4.173)] [KD 3.055 (3.073)] +2024-10-14 01:49:15,823 - Train: 92.65% [1159100/1251000] [926.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.000069] [CE 3.754 (4.188)] [KD 2.854 (3.052)] +2024-10-14 01:49:23,253 - Train: 92.66% [1159150/1251000] [926.6/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.000069] [CE 4.391 (4.145)] [KD 3.110 (3.072)] +2024-10-14 01:49:30,928 - Train: 92.66% [1159200/1251000] [926.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000069] [CE 3.697 (4.195)] [KD 2.746 (3.072)] +2024-10-14 01:49:38,482 - Train: 92.67% [1159250/1251000] [926.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000069] [CE 4.348 (4.241)] [KD 3.216 (3.102)] +2024-10-14 01:49:46,127 - Train: 92.67% [1159300/1251000] [926.7/1000.0] [batch_t 0.280 (0.153)] [data_t 0.004] [optim_t 0.276] [lr 0.000069] [CE 3.886 (4.129)] [KD 2.812 (3.019)] +2024-10-14 01:49:53,572 - Train: 92.67% [1159350/1251000] [926.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.139] [lr 0.000069] [CE 3.828 (4.106)] [KD 3.005 (3.038)] +2024-10-14 01:50:01,145 - Train: 92.68% [1159400/1251000] [926.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.002] [optim_t 0.145] [lr 0.000069] [CE 4.278 (4.192)] [KD 3.059 (3.094)] +2024-10-14 01:50:08,617 - Train: 92.68% [1159450/1251000] [926.8/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.000069] [CE 3.700 (4.165)] [KD 2.916 (3.020)] +2024-10-14 01:50:16,369 - Train: 92.69% [1159500/1251000] [926.9/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.000069] [CE 4.022 (4.191)] [KD 3.047 (3.086)] +2024-10-14 01:50:23,905 - Train: 92.69% [1159550/1251000] [926.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000069] [CE 4.391 (4.236)] [KD 3.433 (3.117)] +2024-10-14 01:50:31,409 - Train: 92.69% [1159600/1251000] [926.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000069] [CE 4.455 (4.181)] [KD 3.156 (3.084)] +2024-10-14 01:50:39,048 - Train: 92.70% [1159650/1251000] [927.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.000069] [CE 4.626 (4.171)] [KD 3.353 (3.072)] +2024-10-14 01:50:48,614 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 37695] [top5_cnt 46232] [top_all 50000] +2024-10-14 01:50:48,614 - net: 75.390 (92.464) +2024-10-14 01:50:54,461 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 38201] [top5_cnt 46399] [top_all 50000] +2024-10-14 01:50:54,461 - net_E: 76.402 (92.798) +2024-10-14 01:50:54,593 - Max [top1: 75.820 (epoch: 922)] [top1-ema: 76.432 (epoch: 925)] +2024-10-14 01:50:54,594 - ==> Total time: 2 days, 4:03:45 Eta: 4:05:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 01:50:59,990 - Train: 92.70% [1159700/1251000] [927.0/1000.0] [batch_t 0.150 (0.170)] [data_t 0.006] [optim_t 0.144] [lr 0.000069] [CE 4.012 (4.216)] [KD 2.679 (3.012)] +2024-10-14 01:51:07,719 - Train: 92.71% [1159750/1251000] [927.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000069] [CE 3.827 (4.190)] [KD 2.778 (3.079)] +2024-10-14 01:51:15,243 - Train: 92.71% [1159800/1251000] [927.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000069] [CE 4.337 (4.206)] [KD 3.085 (3.066)] +2024-10-14 01:51:23,114 - Train: 92.71% [1159850/1251000] [927.1/1000.0] [batch_t 0.158 (0.157)] [data_t 0.006] [optim_t 0.153] [lr 0.000069] [CE 4.474 (4.213)] [KD 3.135 (3.090)] +2024-10-14 01:51:30,788 - Train: 92.72% [1159900/1251000] [927.2/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.153] [lr 0.000069] [CE 4.697 (4.172)] [KD 3.402 (3.062)] +2024-10-14 01:51:38,406 - Train: 92.72% [1159950/1251000] [927.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000069] [CE 4.437 (4.288)] [KD 3.180 (3.147)] +2024-10-14 01:51:46,006 - Train: 92.73% [1160000/1251000] [927.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000069] [CE 4.362 (4.298)] [KD 3.257 (3.128)] +2024-10-14 01:51:53,854 - Train: 92.73% [1160050/1251000] [927.3/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000069] [CE 4.019 (4.227)] [KD 3.122 (3.072)] +2024-10-14 01:52:01,446 - Train: 92.73% [1160100/1251000] [927.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.000069] [CE 3.757 (4.193)] [KD 2.885 (3.064)] +2024-10-14 01:52:09,096 - Train: 92.74% [1160150/1251000] [927.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000068] [CE 3.606 (4.238)] [KD 2.936 (3.126)] +2024-10-14 01:52:16,562 - Train: 92.74% [1160200/1251000] [927.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000068] [CE 4.304 (4.198)] [KD 3.187 (3.080)] +2024-10-14 01:52:24,115 - Train: 92.75% [1160250/1251000] [927.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000068] [CE 4.145 (4.142)] [KD 3.023 (2.997)] +2024-10-14 01:52:31,626 - Train: 92.75% [1160300/1251000] [927.5/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000068] [CE 4.527 (4.211)] [KD 3.328 (3.071)] +2024-10-14 01:52:39,143 - Train: 92.75% [1160350/1251000] [927.5/1000.0] [batch_t 0.153 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.000068] [CE 4.052 (4.238)] [KD 3.103 (3.090)] +2024-10-14 01:52:46,679 - Train: 92.76% [1160400/1251000] [927.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.000068] [CE 4.639 (4.311)] [KD 3.347 (3.124)] +2024-10-14 01:52:54,385 - Train: 92.76% [1160450/1251000] [927.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.006] [optim_t 0.140] [lr 0.000068] [CE 4.039 (4.229)] [KD 3.042 (3.100)] +2024-10-14 01:53:01,911 - Train: 92.77% [1160500/1251000] [927.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000068] [CE 4.042 (4.213)] [KD 3.004 (3.101)] +2024-10-14 01:53:09,382 - Train: 92.77% [1160550/1251000] [927.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000068] [CE 4.046 (4.185)] [KD 2.831 (3.068)] +2024-10-14 01:53:16,907 - Train: 92.77% [1160600/1251000] [927.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.000068] [CE 4.306 (4.221)] [KD 3.171 (3.071)] +2024-10-14 01:53:24,295 - Train: 92.78% [1160650/1251000] [927.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000068] [CE 4.719 (4.210)] [KD 3.441 (3.084)] +2024-10-14 01:53:32,034 - Train: 92.78% [1160700/1251000] [927.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000068] [CE 4.436 (4.276)] [KD 3.287 (3.106)] +2024-10-14 01:53:39,740 - Train: 92.79% [1160750/1251000] [927.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.006] [optim_t 0.140] [lr 0.000068] [CE 4.539 (4.160)] [KD 3.101 (3.053)] +2024-10-14 01:53:47,207 - Train: 92.79% [1160800/1251000] [927.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.000068] [CE 4.259 (4.263)] [KD 3.190 (3.140)] +2024-10-14 01:53:54,810 - Train: 92.79% [1160850/1251000] [927.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000068] [CE 3.441 (4.176)] [KD 2.669 (3.061)] +2024-10-14 01:54:02,466 - Train: 92.80% [1160900/1251000] [928.0/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.000068] [CE 4.376 (4.233)] [KD 2.953 (3.105)] +2024-10-14 01:54:12,601 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37847] [top5_cnt 46331] [top_all 50000] +2024-10-14 01:54:12,602 - net: 75.694 (92.662) +2024-10-14 01:54:18,358 - Test (net_E): 100.00% [50/50] [batch_t 0.027 (0.105)] [top1_cnt 38213] [top5_cnt 46423] [top_all 50000] +2024-10-14 01:54:18,358 - net_E: 76.426 (92.846) +2024-10-14 01:54:18,512 - Max [top1: 75.820 (epoch: 922)] [top1-ema: 76.432 (epoch: 925)] +2024-10-14 01:54:18,512 - ==> Total time: 2 days, 4:07:09 Eta: 4:02:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 01:54:23,987 - Train: 92.80% [1160950/1251000] [928.0/1000.0] [batch_t 0.148 (0.169)] [data_t 0.006] [optim_t 0.142] [lr 0.000068] [CE 4.566 (4.247)] [KD 3.248 (3.084)] +2024-10-14 01:54:31,713 - Train: 92.81% [1161000/1251000] [928.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000068] [CE 4.498 (4.272)] [KD 3.350 (3.111)] +2024-10-14 01:54:39,516 - Train: 92.81% [1161050/1251000] [928.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000068] [CE 4.484 (4.194)] [KD 3.281 (3.072)] +2024-10-14 01:54:47,097 - Train: 92.81% [1161100/1251000] [928.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000068] [CE 3.972 (4.238)] [KD 3.038 (3.093)] +2024-10-14 01:54:54,810 - Train: 92.82% [1161150/1251000] [928.2/1000.0] [batch_t 0.280 (0.154)] [data_t 0.004] [optim_t 0.276] [lr 0.000068] [CE 3.807 (4.182)] [KD 2.905 (3.064)] +2024-10-14 01:55:02,254 - Train: 92.82% [1161200/1251000] [928.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000068] [CE 4.120 (4.216)] [KD 3.042 (3.092)] +2024-10-14 01:55:09,727 - Train: 92.83% [1161250/1251000] [928.3/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.000068] [CE 4.348 (4.262)] [KD 3.230 (3.111)] +2024-10-14 01:55:17,481 - Train: 92.83% [1161300/1251000] [928.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000068] [CE 3.991 (4.249)] [KD 3.024 (3.114)] +2024-10-14 01:55:24,966 - Train: 92.83% [1161350/1251000] [928.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000067] [CE 4.248 (4.217)] [KD 2.991 (3.085)] +2024-10-14 01:55:32,424 - Train: 92.84% [1161400/1251000] [928.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000067] [CE 3.583 (4.192)] [KD 2.602 (3.065)] +2024-10-14 01:55:40,202 - Train: 92.84% [1161450/1251000] [928.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.002] [optim_t 0.148] [lr 0.000067] [CE 4.300 (4.259)] [KD 3.238 (3.112)] +2024-10-14 01:55:47,903 - Train: 92.85% [1161500/1251000] [928.5/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000067] [CE 3.901 (4.246)] [KD 2.951 (3.114)] +2024-10-14 01:55:55,398 - Train: 92.85% [1161550/1251000] [928.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000067] [CE 4.053 (4.200)] [KD 2.921 (3.052)] +2024-10-14 01:56:02,963 - Train: 92.85% [1161600/1251000] [928.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000067] [CE 4.327 (4.268)] [KD 3.133 (3.114)] +2024-10-14 01:56:10,535 - Train: 92.86% [1161650/1251000] [928.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000067] [CE 4.549 (4.242)] [KD 3.352 (3.079)] +2024-10-14 01:56:18,139 - Train: 92.86% [1161700/1251000] [928.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000067] [CE 4.477 (4.226)] [KD 3.149 (3.084)] +2024-10-14 01:56:25,843 - Train: 92.87% [1161750/1251000] [928.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000067] [CE 3.923 (4.176)] [KD 2.826 (3.056)] +2024-10-14 01:56:33,338 - Train: 92.87% [1161800/1251000] [928.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000067] [CE 4.258 (4.281)] [KD 3.061 (3.124)] +2024-10-14 01:56:41,017 - Train: 92.87% [1161850/1251000] [928.7/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.000067] [CE 4.236 (4.185)] [KD 3.182 (3.077)] +2024-10-14 01:56:48,771 - Train: 92.88% [1161900/1251000] [928.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000067] [CE 3.769 (4.265)] [KD 3.041 (3.108)] +2024-10-14 01:56:56,733 - Train: 92.88% [1161950/1251000] [928.8/1000.0] [batch_t 0.149 (0.159)] [data_t 0.003] [optim_t 0.146] [lr 0.000067] [CE 4.487 (4.286)] [KD 3.137 (3.130)] +2024-10-14 01:57:04,423 - Train: 92.89% [1162000/1251000] [928.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000067] [CE 3.899 (4.360)] [KD 2.842 (3.162)] +2024-10-14 01:57:11,928 - Train: 92.89% [1162050/1251000] [928.9/1000.0] [batch_t 0.155 (0.150)] [data_t 0.003] [optim_t 0.153] [lr 0.000067] [CE 4.443 (4.182)] [KD 3.289 (3.051)] +2024-10-14 01:57:19,399 - Train: 92.89% [1162100/1251000] [928.9/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.000067] [CE 4.284 (4.180)] [KD 3.072 (3.049)] +2024-10-14 01:57:27,059 - Train: 92.90% [1162150/1251000] [929.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.000067] [CE 3.869 (4.198)] [KD 2.780 (3.082)] +2024-10-14 01:57:36,942 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37924] [top5_cnt 46325] [top_all 50000] +2024-10-14 01:57:36,943 - net: 75.848 (92.650) +2024-10-14 01:57:42,737 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 38228] [top5_cnt 46408] [top_all 50000] +2024-10-14 01:57:42,737 - net_E: 76.456 (92.816) +2024-10-14 01:57:42,904 - Max [top1: 75.848 (epoch: 929)] [top1-ema: 76.456 (epoch: 929)] +2024-10-14 01:57:42,905 - ==> Total time: 2 days, 4:10:33 Eta: 3:59:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 01:57:49,546 - Train: 92.90% [1162200/1251000] [929.0/1000.0] [batch_t 0.144 (0.172)] [data_t 0.005] [optim_t 0.139] [lr 0.000067] [CE 4.409 (4.308)] [KD 3.247 (3.104)] +2024-10-14 01:57:57,213 - Train: 92.91% [1162250/1251000] [929.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.000067] [CE 4.552 (4.253)] [KD 3.173 (3.093)] +2024-10-14 01:58:04,797 - Train: 92.91% [1162300/1251000] [929.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000067] [CE 4.744 (4.216)] [KD 3.319 (3.061)] +2024-10-14 01:58:12,604 - Train: 92.91% [1162350/1251000] [929.1/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.000067] [CE 3.691 (4.201)] [KD 2.651 (3.076)] +2024-10-14 01:58:20,188 - Train: 92.92% [1162400/1251000] [929.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000067] [CE 4.025 (4.231)] [KD 3.110 (3.081)] +2024-10-14 01:58:27,727 - Train: 92.92% [1162450/1251000] [929.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000067] [CE 3.901 (4.188)] [KD 2.972 (3.035)] +2024-10-14 01:58:35,198 - Train: 92.93% [1162500/1251000] [929.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000067] [CE 4.338 (4.164)] [KD 3.089 (3.038)] +2024-10-14 01:58:42,771 - Train: 92.93% [1162550/1251000] [929.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000066] [CE 3.812 (4.112)] [KD 3.055 (3.011)] +2024-10-14 01:58:50,154 - Train: 92.93% [1162600/1251000] [929.3/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000066] [CE 4.713 (4.202)] [KD 3.376 (3.070)] +2024-10-14 01:58:57,818 - Train: 92.94% [1162650/1251000] [929.4/1000.0] [batch_t 0.281 (0.153)] [data_t 0.002] [optim_t 0.278] [lr 0.000066] [CE 4.202 (4.240)] [KD 3.055 (3.093)] +2024-10-14 01:59:05,341 - Train: 92.94% [1162700/1251000] [929.4/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.000066] [CE 4.061 (4.127)] [KD 3.131 (2.999)] +2024-10-14 01:59:13,109 - Train: 92.95% [1162750/1251000] [929.5/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000066] [CE 3.953 (4.177)] [KD 2.787 (3.062)] +2024-10-14 01:59:20,747 - Train: 92.95% [1162800/1251000] [929.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000066] [CE 4.649 (4.196)] [KD 3.360 (3.051)] +2024-10-14 01:59:28,178 - Train: 92.95% [1162850/1251000] [929.5/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.000066] [CE 4.243 (4.276)] [KD 3.138 (3.103)] +2024-10-14 01:59:35,639 - Train: 92.96% [1162900/1251000] [929.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000066] [CE 4.540 (4.191)] [KD 3.194 (3.066)] +2024-10-14 01:59:43,176 - Train: 92.96% [1162950/1251000] [929.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000066] [CE 4.229 (4.262)] [KD 3.132 (3.105)] +2024-10-14 01:59:50,796 - Train: 92.97% [1163000/1251000] [929.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000066] [CE 3.972 (4.336)] [KD 3.118 (3.151)] +2024-10-14 01:59:58,268 - Train: 92.97% [1163050/1251000] [929.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000066] [CE 4.960 (4.244)] [KD 3.461 (3.098)] +2024-10-14 02:00:05,844 - Train: 92.97% [1163100/1251000] [929.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000066] [CE 4.198 (4.247)] [KD 3.139 (3.088)] +2024-10-14 02:00:13,666 - Train: 92.98% [1163150/1251000] [929.8/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000066] [CE 3.952 (4.217)] [KD 2.956 (3.070)] +2024-10-14 02:00:21,486 - Train: 92.98% [1163200/1251000] [929.8/1000.0] [batch_t 0.270 (0.156)] [data_t 0.003] [optim_t 0.267] [lr 0.000066] [CE 4.202 (4.237)] [KD 3.009 (3.111)] +2024-10-14 02:00:29,052 - Train: 92.99% [1163250/1251000] [929.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000066] [CE 3.970 (4.262)] [KD 3.005 (3.114)] +2024-10-14 02:00:36,538 - Train: 92.99% [1163300/1251000] [929.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000066] [CE 4.291 (4.224)] [KD 3.040 (3.127)] +2024-10-14 02:00:44,016 - Train: 92.99% [1163350/1251000] [929.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000066] [CE 4.218 (4.183)] [KD 3.303 (3.050)] +2024-10-14 02:00:51,452 - Train: 93.00% [1163400/1251000] [930.0/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000066] [CE 4.110 (4.159)] [KD 3.095 (3.056)] +2024-10-14 02:01:01,468 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37881] [top5_cnt 46301] [top_all 50000] +2024-10-14 02:01:01,468 - net: 75.762 (92.602) +2024-10-14 02:01:07,205 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 38201] [top5_cnt 46403] [top_all 50000] +2024-10-14 02:01:07,205 - net_E: 76.402 (92.806) +2024-10-14 02:01:07,388 - Max [top1: 75.848 (epoch: 929)] [top1-ema: 76.456 (epoch: 929)] +2024-10-14 02:01:07,389 - ==> Total time: 2 days, 4:13:58 Eta: 3:55:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 02:01:13,043 - Train: 93.00% [1163450/1251000] [930.0/1000.0] [batch_t 0.148 (0.173)] [data_t 0.005] [optim_t 0.143] [lr 0.000066] [CE 4.011 (4.271)] [KD 2.745 (3.082)] +2024-10-14 02:01:20,873 - Train: 93.01% [1163500/1251000] [930.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.009] [optim_t 0.141] [lr 0.000066] [CE 4.194 (4.271)] [KD 2.880 (3.079)] +2024-10-14 02:01:28,782 - Train: 93.01% [1163550/1251000] [930.1/1000.0] [batch_t 0.278 (0.158)] [data_t 0.004] [optim_t 0.275] [lr 0.000066] [CE 4.326 (4.193)] [KD 3.059 (3.053)] +2024-10-14 02:01:36,307 - Train: 93.01% [1163600/1251000] [930.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000066] [CE 4.069 (4.207)] [KD 2.837 (3.079)] +2024-10-14 02:01:43,785 - Train: 93.02% [1163650/1251000] [930.2/1000.0] [batch_t 0.150 (0.149)] [data_t 0.008] [optim_t 0.143] [lr 0.000066] [CE 4.535 (4.261)] [KD 3.200 (3.085)] +2024-10-14 02:01:51,272 - Train: 93.02% [1163700/1251000] [930.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000066] [CE 4.325 (4.243)] [KD 2.889 (3.066)] +2024-10-14 02:01:58,777 - Train: 93.03% [1163750/1251000] [930.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000066] [CE 4.474 (4.176)] [KD 3.200 (3.035)] +2024-10-14 02:02:06,414 - Train: 93.03% [1163800/1251000] [930.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000065] [CE 4.369 (4.216)] [KD 3.047 (3.077)] +2024-10-14 02:02:14,031 - Train: 93.03% [1163850/1251000] [930.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000065] [CE 4.518 (4.251)] [KD 3.306 (3.101)] +2024-10-14 02:02:21,717 - Train: 93.04% [1163900/1251000] [930.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000065] [CE 4.409 (4.250)] [KD 3.263 (3.100)] +2024-10-14 02:02:29,669 - Train: 93.04% [1163950/1251000] [930.4/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.000065] [CE 4.292 (4.223)] [KD 3.023 (3.078)] +2024-10-14 02:02:37,300 - Train: 93.05% [1164000/1251000] [930.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000065] [CE 4.362 (4.199)] [KD 3.057 (3.044)] +2024-10-14 02:02:44,958 - Train: 93.05% [1164050/1251000] [930.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000065] [CE 4.357 (4.245)] [KD 3.049 (3.091)] +2024-10-14 02:02:52,389 - Train: 93.05% [1164100/1251000] [930.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000065] [CE 4.068 (4.190)] [KD 2.896 (3.039)] +2024-10-14 02:02:59,979 - Train: 93.06% [1164150/1251000] [930.6/1000.0] [batch_t 0.143 (0.152)] [data_t 0.005] [optim_t 0.138] [lr 0.000065] [CE 4.152 (4.233)] [KD 3.109 (3.104)] +2024-10-14 02:03:07,503 - Train: 93.06% [1164200/1251000] [930.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000065] [CE 4.088 (4.249)] [KD 2.935 (3.101)] +2024-10-14 02:03:15,216 - Train: 93.07% [1164250/1251000] [930.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000065] [CE 4.375 (4.255)] [KD 3.115 (3.085)] +2024-10-14 02:03:22,792 - Train: 93.07% [1164300/1251000] [930.7/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.151] [lr 0.000065] [CE 4.110 (4.185)] [KD 2.974 (3.047)] +2024-10-14 02:03:30,667 - Train: 93.07% [1164350/1251000] [930.7/1000.0] [batch_t 0.151 (0.157)] [data_t 0.007] [optim_t 0.145] [lr 0.000065] [CE 3.798 (4.294)] [KD 2.807 (3.115)] +2024-10-14 02:03:38,367 - Train: 93.08% [1164400/1251000] [930.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000065] [CE 4.290 (4.267)] [KD 2.953 (3.098)] +2024-10-14 02:03:45,972 - Train: 93.08% [1164450/1251000] [930.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000065] [CE 4.434 (4.250)] [KD 3.178 (3.078)] +2024-10-14 02:03:53,405 - Train: 93.09% [1164500/1251000] [930.9/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.000065] [CE 4.432 (4.225)] [KD 3.310 (3.101)] +2024-10-14 02:04:01,016 - Train: 93.09% [1164550/1251000] [930.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.000065] [CE 4.532 (4.159)] [KD 3.196 (3.040)] +2024-10-14 02:04:08,528 - Train: 93.09% [1164600/1251000] [930.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000065] [CE 4.054 (4.195)] [KD 3.017 (3.047)] +2024-10-14 02:04:16,170 - Train: 93.10% [1164650/1251000] [931.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000065] [CE 4.683 (4.220)] [KD 3.465 (3.107)] +2024-10-14 02:04:26,690 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 37783] [top5_cnt 46280] [top_all 50000] +2024-10-14 02:04:26,691 - net: 75.566 (92.560) +2024-10-14 02:04:32,511 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.100)] [top1_cnt 38218] [top5_cnt 46422] [top_all 50000] +2024-10-14 02:04:32,512 - net_E: 76.436 (92.844) +2024-10-14 02:04:32,710 - Max [top1: 75.848 (epoch: 929)] [top1-ema: 76.456 (epoch: 929)] +2024-10-14 02:04:32,710 - ==> Total time: 2 days, 4:17:23 Eta: 3:52:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 02:04:37,651 - Train: 93.10% [1164700/1251000] [931.0/1000.0] [batch_t 0.147 (0.176)] [data_t 0.005] [optim_t 0.141] [lr 0.000065] [CE 3.837 (4.223)] [KD 2.823 (3.075)] +2024-10-14 02:04:45,661 - Train: 93.11% [1164750/1251000] [931.1/1000.0] [batch_t 0.146 (0.160)] [data_t 0.006] [optim_t 0.141] [lr 0.000065] [CE 4.390 (4.225)] [KD 3.242 (3.061)] +2024-10-14 02:04:53,135 - Train: 93.11% [1164800/1251000] [931.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000065] [CE 3.865 (4.201)] [KD 2.985 (3.044)] +2024-10-14 02:05:00,741 - Train: 93.11% [1164850/1251000] [931.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000065] [CE 3.707 (4.183)] [KD 2.692 (3.079)] +2024-10-14 02:05:08,250 - Train: 93.12% [1164900/1251000] [931.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000065] [CE 4.291 (4.271)] [KD 3.268 (3.111)] +2024-10-14 02:05:15,784 - Train: 93.12% [1164950/1251000] [931.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000065] [CE 4.172 (4.180)] [KD 2.913 (3.022)] +2024-10-14 02:05:23,690 - Train: 93.13% [1165000/1251000] [931.3/1000.0] [batch_t 0.151 (0.158)] [data_t 0.006] [optim_t 0.145] [lr 0.000064] [CE 4.313 (4.219)] [KD 2.741 (3.075)] +2024-10-14 02:05:31,340 - Train: 93.13% [1165050/1251000] [931.3/1000.0] [batch_t 0.254 (0.153)] [data_t 0.004] [optim_t 0.250] [lr 0.000064] [CE 3.807 (4.157)] [KD 2.798 (3.029)] +2024-10-14 02:05:38,860 - Train: 93.13% [1165100/1251000] [931.3/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.146] [lr 0.000064] [CE 4.056 (4.158)] [KD 2.970 (3.040)] +2024-10-14 02:05:46,434 - Train: 93.14% [1165150/1251000] [931.4/1000.0] [batch_t 0.152 (0.151)] [data_t 0.009] [optim_t 0.142] [lr 0.000064] [CE 4.773 (4.245)] [KD 3.221 (3.069)] +2024-10-14 02:05:54,198 - Train: 93.14% [1165200/1251000] [931.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000064] [CE 4.165 (4.218)] [KD 3.034 (3.086)] +2024-10-14 02:06:02,111 - Train: 93.15% [1165250/1251000] [931.5/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000064] [CE 4.630 (4.238)] [KD 3.447 (3.079)] +2024-10-14 02:06:09,565 - Train: 93.15% [1165300/1251000] [931.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000064] [CE 4.462 (4.194)] [KD 2.885 (3.042)] +2024-10-14 02:06:17,181 - Train: 93.15% [1165350/1251000] [931.5/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000064] [CE 4.821 (4.290)] [KD 3.411 (3.153)] +2024-10-14 02:06:24,724 - Train: 93.16% [1165400/1251000] [931.6/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000064] [CE 4.026 (4.162)] [KD 3.006 (3.011)] +2024-10-14 02:06:32,462 - Train: 93.16% [1165450/1251000] [931.6/1000.0] [batch_t 0.162 (0.155)] [data_t 0.006] [optim_t 0.155] [lr 0.000064] [CE 4.031 (4.235)] [KD 2.960 (3.068)] +2024-10-14 02:06:39,927 - Train: 93.17% [1165500/1251000] [931.7/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.141] [lr 0.000064] [CE 3.971 (4.279)] [KD 2.917 (3.119)] +2024-10-14 02:06:47,764 - Train: 93.17% [1165550/1251000] [931.7/1000.0] [batch_t 0.145 (0.157)] [data_t 0.004] [optim_t 0.141] [lr 0.000064] [CE 4.460 (4.283)] [KD 3.506 (3.125)] +2024-10-14 02:06:55,351 - Train: 93.17% [1165600/1251000] [931.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000064] [CE 3.751 (4.301)] [KD 2.793 (3.126)] +2024-10-14 02:07:02,962 - Train: 93.18% [1165650/1251000] [931.8/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.154] [lr 0.000064] [CE 3.868 (4.215)] [KD 2.828 (3.058)] +2024-10-14 02:07:10,616 - Train: 93.18% [1165700/1251000] [931.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.006] [optim_t 0.146] [lr 0.000064] [CE 3.975 (4.208)] [KD 2.960 (3.068)] +2024-10-14 02:07:18,198 - Train: 93.19% [1165750/1251000] [931.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.000064] [CE 4.089 (4.182)] [KD 2.830 (3.033)] +2024-10-14 02:07:25,900 - Train: 93.19% [1165800/1251000] [931.9/1000.0] [batch_t 0.261 (0.154)] [data_t 0.004] [optim_t 0.257] [lr 0.000064] [CE 3.757 (4.141)] [KD 2.816 (3.018)] +2024-10-14 02:07:33,591 - Train: 93.19% [1165850/1251000] [931.9/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.000064] [CE 4.319 (4.262)] [KD 3.200 (3.092)] +2024-10-14 02:07:40,999 - Train: 93.20% [1165900/1251000] [932.0/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000064] [CE 4.231 (4.323)] [KD 3.257 (3.142)] +2024-10-14 02:07:51,407 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 37939] [top5_cnt 46345] [top_all 50000] +2024-10-14 02:07:51,407 - net: 75.878 (92.690) +2024-10-14 02:07:57,288 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38217] [top5_cnt 46433] [top_all 50000] +2024-10-14 02:07:57,288 - net_E: 76.434 (92.866) +2024-10-14 02:07:57,445 - Max [top1: 75.878 (epoch: 932)] [top1-ema: 76.456 (epoch: 929)] +2024-10-14 02:07:57,445 - ==> Total time: 2 days, 4:20:48 Eta: 3:49:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 02:08:03,172 - Train: 93.20% [1165950/1251000] [932.0/1000.0] [batch_t 0.154 (0.178)] [data_t 0.003] [optim_t 0.150] [lr 0.000064] [CE 4.206 (4.328)] [KD 3.066 (3.180)] +2024-10-14 02:08:11,095 - Train: 93.21% [1166000/1251000] [932.1/1000.0] [batch_t 0.277 (0.158)] [data_t 0.005] [optim_t 0.272] [lr 0.000064] [CE 4.197 (4.306)] [KD 3.029 (3.099)] +2024-10-14 02:08:18,623 - Train: 93.21% [1166050/1251000] [932.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000064] [CE 4.114 (4.203)] [KD 2.992 (3.042)] +2024-10-14 02:08:26,451 - Train: 93.21% [1166100/1251000] [932.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000064] [CE 4.159 (4.271)] [KD 3.011 (3.080)] +2024-10-14 02:08:33,860 - Train: 93.22% [1166150/1251000] [932.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000064] [CE 4.384 (4.213)] [KD 3.233 (3.079)] +2024-10-14 02:08:41,253 - Train: 93.22% [1166200/1251000] [932.2/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.000064] [CE 4.451 (4.195)] [KD 3.144 (3.029)] +2024-10-14 02:08:48,658 - Train: 93.23% [1166250/1251000] [932.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000064] [CE 4.497 (4.210)] [KD 3.125 (3.046)] +2024-10-14 02:08:56,251 - Train: 93.23% [1166300/1251000] [932.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000063] [CE 4.145 (4.254)] [KD 3.115 (3.089)] +2024-10-14 02:09:03,801 - Train: 93.23% [1166350/1251000] [932.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000063] [CE 4.565 (4.177)] [KD 3.166 (3.047)] +2024-10-14 02:09:11,941 - Train: 93.24% [1166400/1251000] [932.4/1000.0] [batch_t 0.146 (0.163)] [data_t 0.003] [optim_t 0.143] [lr 0.000063] [CE 4.482 (4.233)] [KD 3.206 (3.099)] +2024-10-14 02:09:19,564 - Train: 93.24% [1166450/1251000] [932.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000063] [CE 3.933 (4.174)] [KD 2.995 (3.084)] +2024-10-14 02:09:26,995 - Train: 93.25% [1166500/1251000] [932.5/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.000063] [CE 4.496 (4.180)] [KD 3.179 (3.049)] +2024-10-14 02:09:34,423 - Train: 93.25% [1166550/1251000] [932.5/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.000063] [CE 4.130 (4.200)] [KD 3.004 (3.055)] +2024-10-14 02:09:41,834 - Train: 93.25% [1166600/1251000] [932.5/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.000063] [CE 4.252 (4.207)] [KD 3.086 (3.046)] +2024-10-14 02:09:49,585 - Train: 93.26% [1166650/1251000] [932.6/1000.0] [batch_t 0.259 (0.155)] [data_t 0.003] [optim_t 0.256] [lr 0.000063] [CE 4.655 (4.241)] [KD 3.357 (3.062)] +2024-10-14 02:09:57,294 - Train: 93.26% [1166700/1251000] [932.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000063] [CE 4.451 (4.274)] [KD 3.290 (3.120)] +2024-10-14 02:10:04,772 - Train: 93.27% [1166750/1251000] [932.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000063] [CE 4.379 (4.230)] [KD 3.328 (3.050)] +2024-10-14 02:10:12,334 - Train: 93.27% [1166800/1251000] [932.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.000063] [CE 4.699 (4.240)] [KD 3.273 (3.079)] +2024-10-14 02:10:20,312 - Train: 93.27% [1166850/1251000] [932.7/1000.0] [batch_t 0.146 (0.159)] [data_t 0.004] [optim_t 0.142] [lr 0.000063] [CE 3.954 (4.294)] [KD 2.905 (3.093)] +2024-10-14 02:10:27,904 - Train: 93.28% [1166900/1251000] [932.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000063] [CE 4.124 (4.210)] [KD 3.244 (3.060)] +2024-10-14 02:10:35,658 - Train: 93.28% [1166950/1251000] [932.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000063] [CE 4.380 (4.172)] [KD 3.086 (3.057)] +2024-10-14 02:10:43,284 - Train: 93.29% [1167000/1251000] [932.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000063] [CE 3.504 (4.145)] [KD 2.699 (2.998)] +2024-10-14 02:10:50,684 - Train: 93.29% [1167050/1251000] [932.9/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.000063] [CE 3.672 (4.100)] [KD 2.830 (2.987)] +2024-10-14 02:10:58,111 - Train: 93.29% [1167100/1251000] [932.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.000063] [CE 4.050 (4.266)] [KD 2.977 (3.107)] +2024-10-14 02:11:05,642 - Train: 93.30% [1167150/1251000] [933.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.000063] [CE 4.512 (4.120)] [KD 3.195 (2.998)] +2024-10-14 02:11:16,170 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 37889] [top5_cnt 46283] [top_all 50000] +2024-10-14 02:11:16,171 - net: 75.778 (92.566) +2024-10-14 02:11:22,148 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 38228] [top5_cnt 46432] [top_all 50000] +2024-10-14 02:11:22,148 - net_E: 76.456 (92.864) +2024-10-14 02:11:22,310 - Max [top1: 75.878 (epoch: 932)] [top1-ema: 76.456 (epoch: 929)] +2024-10-14 02:11:22,311 - ==> Total time: 2 days, 4:24:13 Eta: 3:45:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 02:11:26,900 - Train: 93.30% [1167200/1251000] [933.0/1000.0] [batch_t 0.149 (0.175)] [data_t 0.003] [optim_t 0.146] [lr 0.000063] [CE 4.399 (4.163)] [KD 3.089 (2.999)] +2024-10-14 02:11:35,068 - Train: 93.31% [1167250/1251000] [933.1/1000.0] [batch_t 0.149 (0.163)] [data_t 0.005] [optim_t 0.144] [lr 0.000063] [CE 3.886 (4.205)] [KD 2.903 (3.051)] +2024-10-14 02:11:42,566 - Train: 93.31% [1167300/1251000] [933.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000063] [CE 3.611 (4.202)] [KD 2.755 (3.082)] +2024-10-14 02:11:50,114 - Train: 93.31% [1167350/1251000] [933.1/1000.0] [batch_t 0.160 (0.151)] [data_t 0.004] [optim_t 0.156] [lr 0.000063] [CE 4.016 (4.213)] [KD 3.001 (3.057)] +2024-10-14 02:11:57,636 - Train: 93.32% [1167400/1251000] [933.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000063] [CE 4.554 (4.193)] [KD 3.249 (3.059)] +2024-10-14 02:12:05,415 - Train: 93.32% [1167450/1251000] [933.2/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000063] [CE 3.527 (4.228)] [KD 2.650 (3.072)] +2024-10-14 02:12:12,919 - Train: 93.33% [1167500/1251000] [933.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000063] [CE 4.519 (4.198)] [KD 3.242 (3.048)] +2024-10-14 02:12:20,382 - Train: 93.33% [1167550/1251000] [933.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.000062] [CE 4.208 (4.154)] [KD 3.065 (3.027)] +2024-10-14 02:12:28,027 - Train: 93.33% [1167600/1251000] [933.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000062] [CE 4.566 (4.204)] [KD 3.202 (3.049)] +2024-10-14 02:12:35,762 - Train: 93.34% [1167650/1251000] [933.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000062] [CE 4.248 (4.244)] [KD 3.209 (3.083)] +2024-10-14 02:12:43,614 - Train: 93.34% [1167700/1251000] [933.4/1000.0] [batch_t 0.146 (0.157)] [data_t 0.006] [optim_t 0.140] [lr 0.000062] [CE 4.099 (4.207)] [KD 3.119 (3.058)] +2024-10-14 02:12:51,077 - Train: 93.35% [1167750/1251000] [933.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000062] [CE 4.198 (4.216)] [KD 2.960 (3.087)] +2024-10-14 02:12:58,543 - Train: 93.35% [1167800/1251000] [933.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.000062] [CE 3.733 (4.229)] [KD 2.807 (3.044)] +2024-10-14 02:13:06,124 - Train: 93.35% [1167850/1251000] [933.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000062] [CE 4.441 (4.194)] [KD 3.044 (3.050)] +2024-10-14 02:13:13,663 - Train: 93.36% [1167900/1251000] [933.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000062] [CE 4.038 (4.217)] [KD 3.059 (3.065)] +2024-10-14 02:13:21,249 - Train: 93.36% [1167950/1251000] [933.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000062] [CE 4.438 (4.169)] [KD 2.996 (3.040)] +2024-10-14 02:13:28,742 - Train: 93.37% [1168000/1251000] [933.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000062] [CE 4.099 (4.197)] [KD 2.980 (3.054)] +2024-10-14 02:13:36,285 - Train: 93.37% [1168050/1251000] [933.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000062] [CE 4.549 (4.291)] [KD 3.150 (3.112)] +2024-10-14 02:13:44,266 - Train: 93.37% [1168100/1251000] [933.7/1000.0] [batch_t 0.155 (0.160)] [data_t 0.004] [optim_t 0.150] [lr 0.000062] [CE 4.299 (4.194)] [KD 2.988 (3.025)] +2024-10-14 02:13:51,682 - Train: 93.38% [1168150/1251000] [933.8/1000.0] [batch_t 0.155 (0.148)] [data_t 0.004] [optim_t 0.152] [lr 0.000062] [CE 4.648 (4.218)] [KD 3.204 (3.064)] +2024-10-14 02:13:59,256 - Train: 93.38% [1168200/1251000] [933.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000062] [CE 3.984 (4.291)] [KD 2.864 (3.133)] +2024-10-14 02:14:06,797 - Train: 93.39% [1168250/1251000] [933.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000062] [CE 4.371 (4.147)] [KD 3.300 (3.007)] +2024-10-14 02:14:14,352 - Train: 93.39% [1168300/1251000] [933.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000062] [CE 4.389 (4.170)] [KD 3.159 (3.046)] +2024-10-14 02:14:21,925 - Train: 93.39% [1168350/1251000] [933.9/1000.0] [batch_t 0.156 (0.151)] [data_t 0.003] [optim_t 0.153] [lr 0.000062] [CE 4.328 (4.292)] [KD 3.084 (3.104)] +2024-10-14 02:14:29,447 - Train: 93.40% [1168400/1251000] [934.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000062] [CE 4.235 (4.159)] [KD 3.089 (3.017)] +2024-10-14 02:14:40,073 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37942] [top5_cnt 46325] [top_all 50000] +2024-10-14 02:14:40,073 - net: 75.884 (92.650) +2024-10-14 02:14:45,870 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38207] [top5_cnt 46433] [top_all 50000] +2024-10-14 02:14:45,871 - net_E: 76.414 (92.866) +2024-10-14 02:14:45,999 - Max [top1: 75.884 (epoch: 934)] [top1-ema: 76.456 (epoch: 929)] +2024-10-14 02:14:46,000 - ==> Total time: 2 days, 4:27:37 Eta: 3:42:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 02:14:51,296 - Train: 93.40% [1168450/1251000] [934.0/1000.0] [batch_t 0.147 (0.174)] [data_t 0.004] [optim_t 0.143] [lr 0.000062] [CE 4.386 (4.312)] [KD 2.955 (3.125)] +2024-10-14 02:14:59,317 - Train: 93.41% [1168500/1251000] [934.1/1000.0] [batch_t 0.146 (0.160)] [data_t 0.007] [optim_t 0.139] [lr 0.000062] [CE 3.804 (4.194)] [KD 2.881 (3.042)] +2024-10-14 02:15:07,111 - Train: 93.41% [1168550/1251000] [934.1/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000062] [CE 4.274 (4.225)] [KD 3.023 (3.077)] +2024-10-14 02:15:14,571 - Train: 93.41% [1168600/1251000] [934.1/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.000062] [CE 3.826 (4.306)] [KD 2.807 (3.098)] +2024-10-14 02:15:21,972 - Train: 93.42% [1168650/1251000] [934.2/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000062] [CE 4.167 (4.175)] [KD 2.941 (3.012)] +2024-10-14 02:15:29,366 - Train: 93.42% [1168700/1251000] [934.2/1000.0] [batch_t 0.154 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.000062] [CE 3.927 (4.301)] [KD 3.185 (3.113)] +2024-10-14 02:15:37,075 - Train: 93.43% [1168750/1251000] [934.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000062] [CE 3.806 (4.171)] [KD 2.881 (3.038)] +2024-10-14 02:15:44,604 - Train: 93.43% [1168800/1251000] [934.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000062] [CE 3.785 (4.263)] [KD 2.833 (3.097)] +2024-10-14 02:15:52,049 - Train: 93.43% [1168850/1251000] [934.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000061] [CE 3.881 (4.148)] [KD 2.907 (2.999)] +2024-10-14 02:15:59,467 - Train: 93.44% [1168900/1251000] [934.4/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000061] [CE 4.063 (4.194)] [KD 3.000 (3.069)] +2024-10-14 02:16:07,640 - Train: 93.44% [1168950/1251000] [934.4/1000.0] [batch_t 0.149 (0.163)] [data_t 0.005] [optim_t 0.143] [lr 0.000061] [CE 4.137 (4.234)] [KD 3.016 (3.059)] +2024-10-14 02:16:15,246 - Train: 93.45% [1169000/1251000] [934.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000061] [CE 4.869 (4.197)] [KD 3.558 (3.043)] +2024-10-14 02:16:22,802 - Train: 93.45% [1169050/1251000] [934.5/1000.0] [batch_t 0.279 (0.151)] [data_t 0.004] [optim_t 0.275] [lr 0.000061] [CE 4.656 (4.215)] [KD 3.423 (3.072)] +2024-10-14 02:16:30,219 - Train: 93.45% [1169100/1251000] [934.5/1000.0] [batch_t 0.151 (0.148)] [data_t 0.003] [optim_t 0.148] [lr 0.000061] [CE 4.362 (4.205)] [KD 3.165 (3.063)] +2024-10-14 02:16:37,863 - Train: 93.46% [1169150/1251000] [934.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000061] [CE 4.167 (4.235)] [KD 3.033 (3.084)] +2024-10-14 02:16:45,332 - Train: 93.46% [1169200/1251000] [934.6/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.000061] [CE 4.510 (4.243)] [KD 3.311 (3.101)] +2024-10-14 02:16:52,720 - Train: 93.47% [1169250/1251000] [934.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.000061] [CE 4.624 (4.189)] [KD 3.184 (3.045)] +2024-10-14 02:17:00,226 - Train: 93.47% [1169300/1251000] [934.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000061] [CE 4.620 (4.263)] [KD 3.390 (3.078)] +2024-10-14 02:17:08,306 - Train: 93.47% [1169350/1251000] [934.7/1000.0] [batch_t 0.146 (0.161)] [data_t 0.004] [optim_t 0.143] [lr 0.000061] [CE 4.334 (4.238)] [KD 3.112 (3.070)] +2024-10-14 02:17:15,898 - Train: 93.48% [1169400/1251000] [934.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000061] [CE 4.060 (4.198)] [KD 2.826 (3.049)] +2024-10-14 02:17:23,354 - Train: 93.48% [1169450/1251000] [934.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000061] [CE 4.310 (4.206)] [KD 2.897 (3.033)] +2024-10-14 02:17:30,777 - Train: 93.49% [1169500/1251000] [934.9/1000.0] [batch_t 0.154 (0.148)] [data_t 0.006] [optim_t 0.149] [lr 0.000061] [CE 4.295 (4.271)] [KD 3.204 (3.085)] +2024-10-14 02:17:38,212 - Train: 93.49% [1169550/1251000] [934.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000061] [CE 4.205 (4.263)] [KD 3.238 (3.089)] +2024-10-14 02:17:45,846 - Train: 93.49% [1169600/1251000] [934.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000061] [CE 3.491 (4.195)] [KD 2.799 (3.039)] +2024-10-14 02:17:53,543 - Train: 93.50% [1169650/1251000] [935.0/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000061] [CE 4.427 (4.185)] [KD 2.988 (3.037)] +2024-10-14 02:18:04,521 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 37850] [top5_cnt 46311] [top_all 50000] +2024-10-14 02:18:04,522 - net: 75.700 (92.622) +2024-10-14 02:18:10,395 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 38208] [top5_cnt 46429] [top_all 50000] +2024-10-14 02:18:10,395 - net_E: 76.416 (92.858) +2024-10-14 02:18:10,526 - Max [top1: 75.884 (epoch: 934)] [top1-ema: 76.456 (epoch: 929)] +2024-10-14 02:18:10,526 - ==> Total time: 2 days, 4:31:01 Eta: 3:39:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 02:18:14,798 - Train: 93.50% [1169700/1251000] [935.0/1000.0] [batch_t 0.148 (0.182)] [data_t 0.005] [optim_t 0.143] [lr 0.000061] [CE 4.845 (4.434)] [KD 3.368 (3.187)] +2024-10-14 02:18:22,673 - Train: 93.51% [1169750/1251000] [935.1/1000.0] [batch_t 0.144 (0.157)] [data_t 0.005] [optim_t 0.139] [lr 0.000061] [CE 3.896 (4.182)] [KD 3.085 (3.048)] +2024-10-14 02:18:30,168 - Train: 93.51% [1169800/1251000] [935.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000061] [CE 4.413 (4.280)] [KD 3.395 (3.088)] +2024-10-14 02:18:37,605 - Train: 93.51% [1169850/1251000] [935.1/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.000061] [CE 4.553 (4.212)] [KD 3.206 (3.015)] +2024-10-14 02:18:45,189 - Train: 93.52% [1169900/1251000] [935.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000061] [CE 4.836 (4.234)] [KD 3.441 (3.073)] +2024-10-14 02:18:52,776 - Train: 93.52% [1169950/1251000] [935.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000061] [CE 4.088 (4.226)] [KD 3.110 (3.041)] +2024-10-14 02:19:00,212 - Train: 93.53% [1170000/1251000] [935.3/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000061] [CE 3.689 (4.156)] [KD 2.725 (3.017)] +2024-10-14 02:19:08,313 - Train: 93.53% [1170050/1251000] [935.3/1000.0] [batch_t 0.151 (0.162)] [data_t 0.005] [optim_t 0.147] [lr 0.000061] [CE 4.117 (4.227)] [KD 2.946 (3.039)] +2024-10-14 02:19:15,800 - Train: 93.53% [1170100/1251000] [935.3/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.000061] [CE 4.312 (4.253)] [KD 3.111 (3.079)] +2024-10-14 02:19:23,220 - Train: 93.54% [1170150/1251000] [935.4/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.000061] [CE 4.503 (4.173)] [KD 3.043 (3.066)] +2024-10-14 02:19:30,906 - Train: 93.54% [1170200/1251000] [935.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.000060] [CE 4.919 (4.204)] [KD 3.513 (3.028)] +2024-10-14 02:19:38,354 - Train: 93.55% [1170250/1251000] [935.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000060] [CE 4.041 (4.210)] [KD 3.167 (3.062)] +2024-10-14 02:19:45,768 - Train: 93.55% [1170300/1251000] [935.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000060] [CE 4.462 (4.206)] [KD 3.317 (3.072)] +2024-10-14 02:19:53,518 - Train: 93.55% [1170350/1251000] [935.5/1000.0] [batch_t 0.284 (0.155)] [data_t 0.004] [optim_t 0.281] [lr 0.000060] [CE 4.370 (4.278)] [KD 3.300 (3.092)] +2024-10-14 02:20:00,964 - Train: 93.56% [1170400/1251000] [935.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000060] [CE 4.159 (4.255)] [KD 2.895 (3.090)] +2024-10-14 02:20:08,925 - Train: 93.56% [1170450/1251000] [935.6/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.000060] [CE 3.984 (4.230)] [KD 2.854 (3.063)] +2024-10-14 02:20:16,411 - Train: 93.57% [1170500/1251000] [935.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000060] [CE 4.560 (4.201)] [KD 3.185 (3.049)] +2024-10-14 02:20:23,860 - Train: 93.57% [1170550/1251000] [935.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.000060] [CE 4.250 (4.150)] [KD 3.002 (3.020)] +2024-10-14 02:20:31,498 - Train: 93.57% [1170600/1251000] [935.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000060] [CE 4.000 (4.217)] [KD 2.794 (3.039)] +2024-10-14 02:20:39,061 - Train: 93.58% [1170650/1251000] [935.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000060] [CE 4.332 (4.211)] [KD 3.098 (3.037)] +2024-10-14 02:20:46,503 - Train: 93.58% [1170700/1251000] [935.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.000060] [CE 4.249 (4.239)] [KD 3.365 (3.111)] +2024-10-14 02:20:54,052 - Train: 93.59% [1170750/1251000] [935.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000060] [CE 4.377 (4.244)] [KD 3.101 (3.066)] +2024-10-14 02:21:01,634 - Train: 93.59% [1170800/1251000] [935.9/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000060] [CE 4.490 (4.220)] [KD 3.073 (3.043)] +2024-10-14 02:21:09,117 - Train: 93.59% [1170850/1251000] [935.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000060] [CE 4.708 (4.174)] [KD 3.491 (3.037)] +2024-10-14 02:21:17,125 - Train: 93.60% [1170900/1251000] [936.0/1000.0] [batch_t 0.152 (0.160)] [data_t 0.004] [optim_t 0.148] [lr 0.000060] [CE 4.801 (4.251)] [KD 3.334 (3.083)] +2024-10-14 02:21:28,219 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37895] [top5_cnt 46317] [top_all 50000] +2024-10-14 02:21:28,219 - net: 75.790 (92.634) +2024-10-14 02:21:33,986 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38216] [top5_cnt 46447] [top_all 50000] +2024-10-14 02:21:33,986 - net_E: 76.432 (92.894) +2024-10-14 02:21:34,112 - Max [top1: 75.884 (epoch: 934)] [top1-ema: 76.456 (epoch: 929)] +2024-10-14 02:21:34,112 - ==> Total time: 2 days, 4:34:25 Eta: 3:35:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 02:21:38,028 - Train: 93.60% [1170950/1251000] [936.0/1000.0] [batch_t 0.154 (0.185)] [data_t 0.005] [optim_t 0.149] [lr 0.000060] [CE 3.730 (4.137)] [KD 2.834 (2.992)] +2024-10-14 02:21:45,745 - Train: 93.61% [1171000/1251000] [936.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.000060] [CE 4.008 (4.165)] [KD 2.873 (3.041)] +2024-10-14 02:21:53,371 - Train: 93.61% [1171050/1251000] [936.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000060] [CE 4.228 (4.270)] [KD 3.014 (3.080)] +2024-10-14 02:22:00,766 - Train: 93.61% [1171100/1251000] [936.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000060] [CE 4.120 (4.155)] [KD 3.004 (2.996)] +2024-10-14 02:22:08,216 - Train: 93.62% [1171150/1251000] [936.2/1000.0] [batch_t 0.155 (0.149)] [data_t 0.003] [optim_t 0.152] [lr 0.000060] [CE 4.070 (4.138)] [KD 3.015 (3.000)] +2024-10-14 02:22:15,889 - Train: 93.62% [1171200/1251000] [936.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000060] [CE 4.112 (4.239)] [KD 3.037 (3.063)] +2024-10-14 02:22:23,489 - Train: 93.63% [1171250/1251000] [936.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000060] [CE 4.099 (4.202)] [KD 2.917 (3.034)] +2024-10-14 02:22:31,256 - Train: 93.63% [1171300/1251000] [936.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000060] [CE 3.848 (4.225)] [KD 2.715 (3.081)] +2024-10-14 02:22:38,709 - Train: 93.63% [1171350/1251000] [936.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000060] [CE 4.160 (4.229)] [KD 3.090 (3.069)] +2024-10-14 02:22:46,173 - Train: 93.64% [1171400/1251000] [936.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000060] [CE 3.788 (4.230)] [KD 2.828 (3.075)] +2024-10-14 02:22:53,837 - Train: 93.64% [1171450/1251000] [936.4/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000060] [CE 4.034 (4.195)] [KD 2.880 (3.061)] +2024-10-14 02:23:01,390 - Train: 93.65% [1171500/1251000] [936.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000059] [CE 4.005 (4.245)] [KD 2.821 (3.068)] +2024-10-14 02:23:09,029 - Train: 93.65% [1171550/1251000] [936.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.000059] [CE 4.203 (4.190)] [KD 3.087 (3.016)] +2024-10-14 02:23:16,481 - Train: 93.65% [1171600/1251000] [936.5/1000.0] [batch_t 0.153 (0.149)] [data_t 0.007] [optim_t 0.147] [lr 0.000059] [CE 4.435 (4.282)] [KD 3.264 (3.089)] +2024-10-14 02:23:24,171 - Train: 93.66% [1171650/1251000] [936.6/1000.0] [batch_t 0.144 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000059] [CE 4.635 (4.233)] [KD 3.352 (3.083)] +2024-10-14 02:23:31,835 - Train: 93.66% [1171700/1251000] [936.6/1000.0] [batch_t 0.256 (0.153)] [data_t 0.004] [optim_t 0.252] [lr 0.000059] [CE 4.583 (4.273)] [KD 3.182 (3.089)] +2024-10-14 02:23:39,379 - Train: 93.67% [1171750/1251000] [936.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000059] [CE 3.927 (4.237)] [KD 2.847 (3.062)] +2024-10-14 02:23:46,836 - Train: 93.67% [1171800/1251000] [936.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000059] [CE 4.485 (4.299)] [KD 3.328 (3.089)] +2024-10-14 02:23:54,487 - Train: 93.67% [1171850/1251000] [936.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000059] [CE 4.217 (4.207)] [KD 2.914 (3.018)] +2024-10-14 02:24:02,016 - Train: 93.68% [1171900/1251000] [936.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000059] [CE 4.480 (4.277)] [KD 3.397 (3.074)] +2024-10-14 02:24:09,538 - Train: 93.68% [1171950/1251000] [936.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.000059] [CE 4.552 (4.239)] [KD 3.399 (3.098)] +2024-10-14 02:24:16,996 - Train: 93.69% [1172000/1251000] [936.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000059] [CE 3.791 (4.097)] [KD 2.868 (2.970)] +2024-10-14 02:24:24,603 - Train: 93.69% [1172050/1251000] [936.9/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.000059] [CE 4.119 (4.306)] [KD 3.057 (3.109)] +2024-10-14 02:24:32,222 - Train: 93.69% [1172100/1251000] [936.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000059] [CE 4.393 (4.354)] [KD 3.124 (3.106)] +2024-10-14 02:24:40,101 - Train: 93.70% [1172150/1251000] [937.0/1000.0] [batch_t 0.157 (0.157)] [data_t 0.004] [optim_t 0.152] [lr 0.000059] [CE 3.612 (4.185)] [KD 2.876 (3.028)] +2024-10-14 02:24:51,335 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 37998] [top5_cnt 46340] [top_all 50000] +2024-10-14 02:24:51,336 - net: 75.996 (92.680) +2024-10-14 02:24:57,136 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 38235] [top5_cnt 46457] [top_all 50000] +2024-10-14 02:24:57,137 - net_E: 76.470 (92.914) +2024-10-14 02:24:57,349 - Max [top1: 75.996 (epoch: 937)] [top1-ema: 76.470 (epoch: 937)] +2024-10-14 02:24:57,350 - ==> Total time: 2 days, 4:37:48 Eta: 3:32:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 02:25:03,618 - Train: 93.70% [1172200/1251000] [937.0/1000.0] [batch_t 0.152 (0.188)] [data_t 0.005] [optim_t 0.147] [lr 0.000059] [CE 4.039 (4.205)] [KD 2.901 (3.021)] +2024-10-14 02:25:11,236 - Train: 93.71% [1172250/1251000] [937.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000059] [CE 4.218 (4.175)] [KD 2.947 (3.007)] +2024-10-14 02:25:18,798 - Train: 93.71% [1172300/1251000] [937.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000059] [CE 4.459 (4.244)] [KD 3.010 (3.052)] +2024-10-14 02:25:26,673 - Train: 93.71% [1172350/1251000] [937.1/1000.0] [batch_t 0.158 (0.157)] [data_t 0.003] [optim_t 0.155] [lr 0.000059] [CE 4.339 (4.172)] [KD 3.121 (2.999)] +2024-10-14 02:25:34,323 - Train: 93.72% [1172400/1251000] [937.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000059] [CE 4.276 (4.181)] [KD 3.088 (3.045)] +2024-10-14 02:25:41,910 - Train: 93.72% [1172450/1251000] [937.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000059] [CE 4.251 (4.165)] [KD 3.135 (3.021)] +2024-10-14 02:25:49,481 - Train: 93.73% [1172500/1251000] [937.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000059] [CE 4.009 (4.229)] [KD 2.895 (3.040)] +2024-10-14 02:25:57,198 - Train: 93.73% [1172550/1251000] [937.3/1000.0] [batch_t 0.159 (0.154)] [data_t 0.004] [optim_t 0.155] [lr 0.000059] [CE 3.859 (4.269)] [KD 2.807 (3.096)] +2024-10-14 02:26:04,791 - Train: 93.73% [1172600/1251000] [937.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000059] [CE 3.715 (4.207)] [KD 2.592 (3.026)] +2024-10-14 02:26:12,343 - Train: 93.74% [1172650/1251000] [937.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.000059] [CE 4.154 (4.106)] [KD 3.109 (2.981)] +2024-10-14 02:26:19,890 - Train: 93.74% [1172700/1251000] [937.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000059] [CE 4.065 (4.214)] [KD 2.959 (3.060)] +2024-10-14 02:26:27,465 - Train: 93.75% [1172750/1251000] [937.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000059] [CE 3.957 (4.247)] [KD 2.910 (3.039)] +2024-10-14 02:26:34,891 - Train: 93.75% [1172800/1251000] [937.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000059] [CE 4.279 (4.327)] [KD 3.193 (3.131)] +2024-10-14 02:26:42,323 - Train: 93.75% [1172850/1251000] [937.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000059] [CE 4.095 (4.227)] [KD 2.994 (3.064)] +2024-10-14 02:26:50,173 - Train: 93.76% [1172900/1251000] [937.6/1000.0] [batch_t 0.142 (0.157)] [data_t 0.003] [optim_t 0.139] [lr 0.000058] [CE 4.325 (4.234)] [KD 3.230 (3.061)] +2024-10-14 02:26:57,828 - Train: 93.76% [1172950/1251000] [937.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000058] [CE 4.247 (4.229)] [KD 3.057 (3.048)] +2024-10-14 02:27:05,805 - Train: 93.76% [1173000/1251000] [937.6/1000.0] [batch_t 0.260 (0.159)] [data_t 0.005] [optim_t 0.255] [lr 0.000058] [CE 3.533 (4.288)] [KD 2.759 (3.083)] +2024-10-14 02:27:13,304 - Train: 93.77% [1173050/1251000] [937.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000058] [CE 4.485 (4.204)] [KD 3.044 (3.026)] +2024-10-14 02:27:20,754 - Train: 93.77% [1173100/1251000] [937.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000058] [CE 4.015 (4.181)] [KD 2.879 (3.008)] +2024-10-14 02:27:28,360 - Train: 93.78% [1173150/1251000] [937.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000058] [CE 4.198 (4.207)] [KD 3.046 (3.063)] +2024-10-14 02:27:35,952 - Train: 93.78% [1173200/1251000] [937.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000058] [CE 4.224 (4.194)] [KD 3.151 (3.063)] +2024-10-14 02:27:43,498 - Train: 93.78% [1173250/1251000] [937.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.008] [optim_t 0.141] [lr 0.000058] [CE 4.758 (4.203)] [KD 3.398 (3.046)] +2024-10-14 02:27:50,981 - Train: 93.79% [1173300/1251000] [937.9/1000.0] [batch_t 0.156 (0.150)] [data_t 0.004] [optim_t 0.152] [lr 0.000058] [CE 4.383 (4.195)] [KD 3.226 (3.053)] +2024-10-14 02:27:58,508 - Train: 93.79% [1173350/1251000] [937.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000058] [CE 4.130 (4.247)] [KD 3.004 (3.044)] +2024-10-14 02:28:06,225 - Train: 93.80% [1173400/1251000] [938.0/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000058] [CE 4.180 (4.298)] [KD 3.166 (3.100)] +2024-10-14 02:28:17,747 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37910] [top5_cnt 46295] [top_all 50000] +2024-10-14 02:28:17,747 - net: 75.820 (92.590) +2024-10-14 02:28:23,489 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 38232] [top5_cnt 46443] [top_all 50000] +2024-10-14 02:28:23,490 - net_E: 76.464 (92.886) +2024-10-14 02:28:23,650 - Max [top1: 75.996 (epoch: 937)] [top1-ema: 76.470 (epoch: 937)] +2024-10-14 02:28:23,650 - ==> Total time: 2 days, 4:41:14 Eta: 3:28:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 02:28:27,741 - Train: 93.80% [1173450/1251000] [938.0/1000.0] [batch_t 0.146 (0.181)] [data_t 0.004] [optim_t 0.142] [lr 0.000058] [CE 4.334 (4.207)] [KD 3.073 (3.040)] +2024-10-14 02:28:35,177 - Train: 93.80% [1173500/1251000] [938.0/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000058] [CE 3.540 (4.195)] [KD 2.697 (3.021)] +2024-10-14 02:28:42,766 - Train: 93.81% [1173550/1251000] [938.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000058] [CE 4.260 (4.220)] [KD 3.016 (3.040)] +2024-10-14 02:28:50,432 - Train: 93.81% [1173600/1251000] [938.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000058] [CE 3.884 (4.281)] [KD 2.695 (3.067)] +2024-10-14 02:28:57,887 - Train: 93.82% [1173650/1251000] [938.2/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.150] [lr 0.000058] [CE 4.130 (4.245)] [KD 2.816 (3.052)] +2024-10-14 02:29:05,520 - Train: 93.82% [1173700/1251000] [938.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000058] [CE 4.659 (4.305)] [KD 3.065 (3.061)] +2024-10-14 02:29:13,439 - Train: 93.82% [1173750/1251000] [938.2/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.000058] [CE 4.512 (4.235)] [KD 3.165 (3.070)] +2024-10-14 02:29:21,251 - Train: 93.83% [1173800/1251000] [938.3/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000058] [CE 4.402 (4.246)] [KD 3.357 (3.069)] +2024-10-14 02:29:28,860 - Train: 93.83% [1173850/1251000] [938.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000058] [CE 4.268 (4.168)] [KD 3.085 (2.988)] +2024-10-14 02:29:36,309 - Train: 93.84% [1173900/1251000] [938.4/1000.0] [batch_t 0.160 (0.149)] [data_t 0.005] [optim_t 0.156] [lr 0.000058] [CE 4.481 (4.226)] [KD 3.359 (3.060)] +2024-10-14 02:29:43,891 - Train: 93.84% [1173950/1251000] [938.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000058] [CE 4.012 (4.238)] [KD 2.959 (3.068)] +2024-10-14 02:29:51,494 - Train: 93.84% [1174000/1251000] [938.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000058] [CE 4.559 (4.236)] [KD 3.330 (3.075)] +2024-10-14 02:29:58,940 - Train: 93.85% [1174050/1251000] [938.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000058] [CE 4.466 (4.299)] [KD 3.484 (3.085)] +2024-10-14 02:30:06,474 - Train: 93.85% [1174100/1251000] [938.5/1000.0] [batch_t 0.159 (0.151)] [data_t 0.003] [optim_t 0.156] [lr 0.000058] [CE 4.527 (4.197)] [KD 3.098 (3.040)] +2024-10-14 02:30:14,324 - Train: 93.86% [1174150/1251000] [938.6/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000058] [CE 4.348 (4.230)] [KD 3.099 (3.070)] +2024-10-14 02:30:21,832 - Train: 93.86% [1174200/1251000] [938.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000058] [CE 4.113 (4.270)] [KD 3.087 (3.072)] +2024-10-14 02:30:29,547 - Train: 93.86% [1174250/1251000] [938.6/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000057] [CE 4.258 (4.222)] [KD 3.068 (3.031)] +2024-10-14 02:30:37,086 - Train: 93.87% [1174300/1251000] [938.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000057] [CE 3.876 (4.181)] [KD 2.873 (3.011)] +2024-10-14 02:30:44,557 - Train: 93.87% [1174350/1251000] [938.7/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000057] [CE 4.190 (4.245)] [KD 3.027 (3.061)] +2024-10-14 02:30:52,094 - Train: 93.88% [1174400/1251000] [938.8/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000057] [CE 3.978 (4.172)] [KD 2.776 (3.012)] +2024-10-14 02:30:59,782 - Train: 93.88% [1174450/1251000] [938.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.006] [optim_t 0.142] [lr 0.000057] [CE 3.913 (4.175)] [KD 2.751 (3.032)] +2024-10-14 02:31:07,302 - Train: 93.88% [1174500/1251000] [938.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000057] [CE 4.431 (4.107)] [KD 3.100 (2.996)] +2024-10-14 02:31:14,740 - Train: 93.89% [1174550/1251000] [938.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000057] [CE 4.374 (4.196)] [KD 2.903 (3.040)] +2024-10-14 02:31:22,374 - Train: 93.89% [1174600/1251000] [938.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000057] [CE 4.384 (4.202)] [KD 3.340 (3.052)] +2024-10-14 02:31:30,023 - Train: 93.90% [1174650/1251000] [939.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000057] [CE 3.846 (4.136)] [KD 3.061 (2.976)] +2024-10-14 02:31:41,506 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 37887] [top5_cnt 46286] [top_all 50000] +2024-10-14 02:31:41,507 - net: 75.774 (92.572) +2024-10-14 02:31:47,456 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 38242] [top5_cnt 46435] [top_all 50000] +2024-10-14 02:31:47,456 - net_E: 76.484 (92.870) +2024-10-14 02:31:47,583 - Max [top1: 75.996 (epoch: 937)] [top1-ema: 76.484 (epoch: 939)] +2024-10-14 02:31:47,584 - ==> Total time: 2 days, 4:44:38 Eta: 3:25:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 02:31:51,860 - Train: 93.90% [1174700/1251000] [939.0/1000.0] [batch_t 0.155 (0.191)] [data_t 0.003] [optim_t 0.151] [lr 0.000057] [CE 3.634 (4.071)] [KD 2.576 (2.925)] +2024-10-14 02:31:59,605 - Train: 93.90% [1174750/1251000] [939.0/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000057] [CE 4.299 (4.152)] [KD 3.064 (3.011)] +2024-10-14 02:32:07,286 - Train: 93.91% [1174800/1251000] [939.1/1000.0] [batch_t 0.160 (0.153)] [data_t 0.005] [optim_t 0.155] [lr 0.000057] [CE 3.920 (4.208)] [KD 2.949 (3.064)] +2024-10-14 02:32:15,107 - Train: 93.91% [1174850/1251000] [939.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000057] [CE 4.001 (4.245)] [KD 2.886 (3.040)] +2024-10-14 02:32:22,633 - Train: 93.92% [1174900/1251000] [939.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000057] [CE 3.933 (4.203)] [KD 2.904 (3.043)] +2024-10-14 02:32:30,158 - Train: 93.92% [1174950/1251000] [939.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.000057] [CE 4.005 (4.226)] [KD 2.951 (3.053)] +2024-10-14 02:32:37,990 - Train: 93.92% [1175000/1251000] [939.2/1000.0] [batch_t 0.149 (0.157)] [data_t 0.006] [optim_t 0.143] [lr 0.000057] [CE 4.407 (4.191)] [KD 3.164 (3.037)] +2024-10-14 02:32:45,598 - Train: 93.93% [1175050/1251000] [939.3/1000.0] [batch_t 0.287 (0.152)] [data_t 0.006] [optim_t 0.281] [lr 0.000057] [CE 4.509 (4.205)] [KD 3.145 (3.028)] +2024-10-14 02:32:53,186 - Train: 93.93% [1175100/1251000] [939.3/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000057] [CE 4.275 (4.217)] [KD 2.984 (3.034)] +2024-10-14 02:33:00,752 - Train: 93.94% [1175150/1251000] [939.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000057] [CE 3.932 (4.179)] [KD 2.903 (3.005)] +2024-10-14 02:33:08,406 - Train: 93.94% [1175200/1251000] [939.4/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.000057] [CE 3.748 (4.200)] [KD 2.859 (3.043)] +2024-10-14 02:33:15,969 - Train: 93.94% [1175250/1251000] [939.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000057] [CE 4.155 (4.243)] [KD 3.096 (3.063)] +2024-10-14 02:33:23,863 - Train: 93.95% [1175300/1251000] [939.5/1000.0] [batch_t 0.150 (0.158)] [data_t 0.006] [optim_t 0.144] [lr 0.000057] [CE 3.661 (4.173)] [KD 2.581 (3.008)] +2024-10-14 02:33:31,339 - Train: 93.95% [1175350/1251000] [939.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.003] [optim_t 0.147] [lr 0.000057] [CE 4.334 (4.186)] [KD 3.226 (3.047)] +2024-10-14 02:33:38,791 - Train: 93.96% [1175400/1251000] [939.6/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000057] [CE 4.392 (4.218)] [KD 3.055 (3.044)] +2024-10-14 02:33:46,381 - Train: 93.96% [1175450/1251000] [939.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000057] [CE 3.902 (4.294)] [KD 2.757 (3.094)] +2024-10-14 02:33:54,071 - Train: 93.96% [1175500/1251000] [939.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000057] [CE 4.480 (4.225)] [KD 3.007 (3.030)] +2024-10-14 02:34:01,736 - Train: 93.97% [1175550/1251000] [939.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000057] [CE 3.984 (4.184)] [KD 2.802 (3.003)] +2024-10-14 02:34:09,665 - Train: 93.97% [1175600/1251000] [939.7/1000.0] [batch_t 0.150 (0.158)] [data_t 0.006] [optim_t 0.144] [lr 0.000057] [CE 4.134 (4.237)] [KD 2.802 (3.046)] +2024-10-14 02:34:17,164 - Train: 93.98% [1175650/1251000] [939.8/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.000057] [CE 4.335 (4.231)] [KD 3.223 (3.055)] +2024-10-14 02:34:24,911 - Train: 93.98% [1175700/1251000] [939.8/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000056] [CE 4.577 (4.240)] [KD 3.051 (3.037)] +2024-10-14 02:34:32,447 - Train: 93.98% [1175750/1251000] [939.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000056] [CE 4.636 (4.212)] [KD 3.184 (3.024)] +2024-10-14 02:34:39,954 - Train: 93.99% [1175800/1251000] [939.9/1000.0] [batch_t 0.155 (0.150)] [data_t 0.005] [optim_t 0.150] [lr 0.000056] [CE 4.205 (4.215)] [KD 3.130 (3.035)] +2024-10-14 02:34:47,693 - Train: 93.99% [1175850/1251000] [939.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000056] [CE 4.374 (4.178)] [KD 3.012 (2.991)] +2024-10-14 02:34:55,320 - Train: 94.00% [1175900/1251000] [940.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000056] [CE 4.338 (4.134)] [KD 3.040 (3.005)] +2024-10-14 02:35:07,109 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 37804] [top5_cnt 46253] [top_all 50000] +2024-10-14 02:35:07,109 - net: 75.608 (92.506) +2024-10-14 02:35:13,021 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 38221] [top5_cnt 46437] [top_all 50000] +2024-10-14 02:35:13,021 - net_E: 76.442 (92.874) +2024-10-14 02:35:13,197 - Max [top1: 75.996 (epoch: 937)] [top1-ema: 76.484 (epoch: 939)] +2024-10-14 02:35:13,198 - ==> Total time: 2 days, 4:48:04 Eta: 3:22:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 02:35:16,722 - Train: 94.00% [1175950/1251000] [940.0/1000.0] [batch_t 0.146 (0.203)] [data_t 0.005] [optim_t 0.141] [lr 0.000056] [CE 3.890 (4.138)] [KD 3.000 (3.022)] +2024-10-14 02:35:24,267 - Train: 94.00% [1176000/1251000] [940.0/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.153] [lr 0.000056] [CE 3.941 (4.128)] [KD 2.989 (3.009)] +2024-10-14 02:35:31,917 - Train: 94.01% [1176050/1251000] [940.1/1000.0] [batch_t 0.301 (0.153)] [data_t 0.003] [optim_t 0.298] [lr 0.000056] [CE 4.148 (4.167)] [KD 3.087 (3.027)] +2024-10-14 02:35:39,485 - Train: 94.01% [1176100/1251000] [940.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000056] [CE 4.342 (4.116)] [KD 3.032 (2.973)] +2024-10-14 02:35:47,088 - Train: 94.02% [1176150/1251000] [940.2/1000.0] [batch_t 0.159 (0.152)] [data_t 0.005] [optim_t 0.153] [lr 0.000056] [CE 4.279 (4.144)] [KD 3.118 (2.961)] +2024-10-14 02:35:54,628 - Train: 94.02% [1176200/1251000] [940.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000056] [CE 3.965 (4.175)] [KD 3.019 (3.015)] +2024-10-14 02:36:02,226 - Train: 94.02% [1176250/1251000] [940.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.008] [optim_t 0.140] [lr 0.000056] [CE 4.082 (4.189)] [KD 2.991 (3.021)] +2024-10-14 02:36:09,803 - Train: 94.03% [1176300/1251000] [940.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000056] [CE 4.256 (4.266)] [KD 3.163 (3.084)] +2024-10-14 02:36:17,666 - Train: 94.03% [1176350/1251000] [940.3/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000056] [CE 3.811 (4.289)] [KD 2.618 (3.117)] +2024-10-14 02:36:25,237 - Train: 94.04% [1176400/1251000] [940.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000056] [CE 4.535 (4.195)] [KD 3.121 (3.033)] +2024-10-14 02:36:32,862 - Train: 94.04% [1176450/1251000] [940.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000056] [CE 4.244 (4.182)] [KD 3.063 (3.021)] +2024-10-14 02:36:40,309 - Train: 94.04% [1176500/1251000] [940.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000056] [CE 4.610 (4.211)] [KD 3.395 (3.045)] +2024-10-14 02:36:47,764 - Train: 94.05% [1176550/1251000] [940.5/1000.0] [batch_t 0.157 (0.149)] [data_t 0.003] [optim_t 0.154] [lr 0.000056] [CE 4.910 (4.206)] [KD 3.355 (3.025)] +2024-10-14 02:36:55,200 - Train: 94.05% [1176600/1251000] [940.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000056] [CE 3.850 (4.235)] [KD 2.741 (3.031)] +2024-10-14 02:37:02,764 - Train: 94.06% [1176650/1251000] [940.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000056] [CE 4.569 (4.265)] [KD 3.258 (3.070)] +2024-10-14 02:37:10,926 - Train: 94.06% [1176700/1251000] [940.6/1000.0] [batch_t 0.151 (0.163)] [data_t 0.003] [optim_t 0.147] [lr 0.000056] [CE 3.990 (4.183)] [KD 2.917 (2.993)] +2024-10-14 02:37:18,538 - Train: 94.06% [1176750/1251000] [940.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000056] [CE 3.966 (4.291)] [KD 2.909 (3.094)] +2024-10-14 02:37:25,976 - Train: 94.07% [1176800/1251000] [940.7/1000.0] [batch_t 0.143 (0.149)] [data_t 0.005] [optim_t 0.138] [lr 0.000056] [CE 4.893 (4.227)] [KD 3.279 (3.038)] +2024-10-14 02:37:33,416 - Train: 94.07% [1176850/1251000] [940.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000056] [CE 3.496 (4.195)] [KD 2.534 (3.010)] +2024-10-14 02:37:40,879 - Train: 94.08% [1176900/1251000] [940.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000056] [CE 3.398 (4.224)] [KD 2.539 (3.059)] +2024-10-14 02:37:48,302 - Train: 94.08% [1176950/1251000] [940.8/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000056] [CE 4.043 (4.253)] [KD 2.970 (3.040)] +2024-10-14 02:37:55,954 - Train: 94.08% [1177000/1251000] [940.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000056] [CE 4.353 (4.097)] [KD 3.107 (2.994)] +2024-10-14 02:38:03,551 - Train: 94.09% [1177050/1251000] [940.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000056] [CE 3.972 (4.194)] [KD 3.012 (3.046)] +2024-10-14 02:38:11,351 - Train: 94.09% [1177100/1251000] [940.9/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.000055] [CE 4.662 (4.225)] [KD 3.256 (3.038)] +2024-10-14 02:38:18,897 - Train: 94.10% [1177150/1251000] [941.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000055] [CE 4.425 (4.231)] [KD 3.099 (3.063)] +2024-10-14 02:38:30,649 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 37975] [top5_cnt 46338] [top_all 50000] +2024-10-14 02:38:30,649 - net: 75.950 (92.676) +2024-10-14 02:38:36,400 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 38240] [top5_cnt 46448] [top_all 50000] +2024-10-14 02:38:36,400 - net_E: 76.480 (92.896) +2024-10-14 02:38:36,544 - Max [top1: 75.996 (epoch: 937)] [top1-ema: 76.484 (epoch: 939)] +2024-10-14 02:38:36,545 - ==> Total time: 2 days, 4:51:27 Eta: 3:18:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 02:38:39,949 - Train: 94.10% [1177200/1251000] [941.0/1000.0] [batch_t 0.152 (0.213)] [data_t 0.008] [optim_t 0.145] [lr 0.000055] [CE 3.842 (4.111)] [KD 2.638 (2.890)] +2024-10-14 02:38:47,511 - Train: 94.10% [1177250/1251000] [941.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000055] [CE 4.254 (4.193)] [KD 3.157 (2.993)] +2024-10-14 02:38:55,108 - Train: 94.11% [1177300/1251000] [941.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.006] [optim_t 0.146] [lr 0.000055] [CE 3.554 (4.200)] [KD 2.851 (3.012)] +2024-10-14 02:39:02,596 - Train: 94.11% [1177350/1251000] [941.1/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000055] [CE 4.386 (4.226)] [KD 3.134 (3.052)] +2024-10-14 02:39:10,103 - Train: 94.12% [1177400/1251000] [941.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000055] [CE 4.085 (4.263)] [KD 3.142 (3.040)] +2024-10-14 02:39:17,657 - Train: 94.12% [1177450/1251000] [941.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000055] [CE 4.100 (4.199)] [KD 2.800 (3.028)] +2024-10-14 02:39:25,492 - Train: 94.12% [1177500/1251000] [941.2/1000.0] [batch_t 0.146 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.000055] [CE 4.462 (4.243)] [KD 3.339 (3.050)] +2024-10-14 02:39:33,244 - Train: 94.13% [1177550/1251000] [941.3/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000055] [CE 3.946 (4.267)] [KD 2.701 (3.020)] +2024-10-14 02:39:40,657 - Train: 94.13% [1177600/1251000] [941.3/1000.0] [batch_t 0.156 (0.148)] [data_t 0.005] [optim_t 0.151] [lr 0.000055] [CE 4.271 (4.191)] [KD 3.067 (3.041)] +2024-10-14 02:39:48,132 - Train: 94.14% [1177650/1251000] [941.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000055] [CE 3.594 (4.173)] [KD 2.648 (3.030)] +2024-10-14 02:39:55,821 - Train: 94.14% [1177700/1251000] [941.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000055] [CE 3.748 (4.297)] [KD 2.727 (3.058)] +2024-10-14 02:40:03,290 - Train: 94.14% [1177750/1251000] [941.4/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000055] [CE 4.295 (4.180)] [KD 2.994 (3.025)] +2024-10-14 02:40:11,019 - Train: 94.15% [1177800/1251000] [941.5/1000.0] [batch_t 0.158 (0.154)] [data_t 0.005] [optim_t 0.154] [lr 0.000055] [CE 4.186 (4.249)] [KD 3.039 (3.049)] +2024-10-14 02:40:18,607 - Train: 94.15% [1177850/1251000] [941.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000055] [CE 4.664 (4.167)] [KD 3.195 (3.037)] +2024-10-14 02:40:26,157 - Train: 94.16% [1177900/1251000] [941.6/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.151] [lr 0.000055] [CE 4.046 (4.210)] [KD 2.917 (3.031)] +2024-10-14 02:40:33,823 - Train: 94.16% [1177950/1251000] [941.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000055] [CE 4.006 (4.209)] [KD 3.062 (3.031)] +2024-10-14 02:40:41,211 - Train: 94.16% [1178000/1251000] [941.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000055] [CE 4.183 (4.217)] [KD 2.963 (3.035)] +2024-10-14 02:40:48,606 - Train: 94.17% [1178050/1251000] [941.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000055] [CE 4.018 (4.252)] [KD 2.788 (3.061)] +2024-10-14 02:40:56,159 - Train: 94.17% [1178100/1251000] [941.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000055] [CE 4.007 (4.180)] [KD 2.970 (3.017)] +2024-10-14 02:41:03,660 - Train: 94.18% [1178150/1251000] [941.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000055] [CE 3.800 (4.228)] [KD 2.830 (3.006)] +2024-10-14 02:41:11,241 - Train: 94.18% [1178200/1251000] [941.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000055] [CE 4.613 (4.234)] [KD 3.258 (3.048)] +2024-10-14 02:41:18,802 - Train: 94.18% [1178250/1251000] [941.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000055] [CE 4.612 (4.279)] [KD 3.371 (3.068)] +2024-10-14 02:41:26,387 - Train: 94.19% [1178300/1251000] [941.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000055] [CE 3.824 (4.208)] [KD 2.811 (3.041)] +2024-10-14 02:41:34,135 - Train: 94.19% [1178350/1251000] [941.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.006] [optim_t 0.146] [lr 0.000055] [CE 3.941 (4.274)] [KD 2.911 (3.047)] +2024-10-14 02:41:41,721 - Train: 94.20% [1178400/1251000] [942.0/1000.0] [batch_t 0.145 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000055] [CE 4.068 (4.182)] [KD 2.987 (3.049)] +2024-10-14 02:41:53,536 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 37955] [top5_cnt 46296] [top_all 50000] +2024-10-14 02:41:53,536 - net: 75.910 (92.592) +2024-10-14 02:41:59,312 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 38241] [top5_cnt 46441] [top_all 50000] +2024-10-14 02:41:59,312 - net_E: 76.482 (92.882) +2024-10-14 02:41:59,452 - Max [top1: 75.996 (epoch: 937)] [top1-ema: 76.484 (epoch: 939)] +2024-10-14 02:41:59,453 - ==> Total time: 2 days, 4:54:50 Eta: 3:15:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 02:42:02,826 - Train: 94.20% [1178450/1251000] [942.0/1000.0] [batch_t 0.300 (0.230)] [data_t 0.004] [optim_t 0.296] [lr 0.000055] [CE 3.762 (4.043)] [KD 2.923 (2.988)] +2024-10-14 02:42:10,303 - Train: 94.20% [1178500/1251000] [942.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000055] [CE 4.569 (4.220)] [KD 3.206 (3.002)] +2024-10-14 02:42:17,840 - Train: 94.21% [1178550/1251000] [942.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000055] [CE 4.317 (4.233)] [KD 2.927 (3.043)] +2024-10-14 02:42:25,418 - Train: 94.21% [1178600/1251000] [942.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000054] [CE 3.935 (4.112)] [KD 2.927 (2.978)] +2024-10-14 02:42:33,129 - Train: 94.22% [1178650/1251000] [942.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000054] [CE 4.070 (4.275)] [KD 2.924 (3.077)] +2024-10-14 02:42:40,586 - Train: 94.22% [1178700/1251000] [942.2/1000.0] [batch_t 0.157 (0.149)] [data_t 0.005] [optim_t 0.152] [lr 0.000054] [CE 4.519 (4.273)] [KD 3.136 (3.025)] +2024-10-14 02:42:48,253 - Train: 94.22% [1178750/1251000] [942.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000054] [CE 4.572 (4.199)] [KD 3.439 (3.045)] +2024-10-14 02:42:55,943 - Train: 94.23% [1178800/1251000] [942.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000054] [CE 4.353 (4.176)] [KD 3.113 (3.006)] +2024-10-14 02:43:03,404 - Train: 94.23% [1178850/1251000] [942.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000054] [CE 4.025 (4.196)] [KD 2.952 (3.020)] +2024-10-14 02:43:10,944 - Train: 94.24% [1178900/1251000] [942.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000054] [CE 4.219 (4.240)] [KD 3.116 (3.029)] +2024-10-14 02:43:18,391 - Train: 94.24% [1178950/1251000] [942.4/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.000054] [CE 3.954 (4.196)] [KD 2.876 (3.049)] +2024-10-14 02:43:26,132 - Train: 94.24% [1179000/1251000] [942.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.000054] [CE 4.007 (4.209)] [KD 2.958 (3.041)] +2024-10-14 02:43:33,646 - Train: 94.25% [1179050/1251000] [942.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000054] [CE 4.269 (4.192)] [KD 3.079 (3.000)] +2024-10-14 02:43:41,030 - Train: 94.25% [1179100/1251000] [942.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000054] [CE 4.229 (4.238)] [KD 2.948 (3.064)] +2024-10-14 02:43:48,677 - Train: 94.26% [1179150/1251000] [942.6/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.000054] [CE 4.306 (4.231)] [KD 3.091 (3.032)] +2024-10-14 02:43:56,346 - Train: 94.26% [1179200/1251000] [942.6/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.000054] [CE 4.412 (4.234)] [KD 2.948 (3.044)] +2024-10-14 02:44:04,053 - Train: 94.26% [1179250/1251000] [942.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000054] [CE 3.996 (4.186)] [KD 2.930 (3.020)] +2024-10-14 02:44:11,448 - Train: 94.27% [1179300/1251000] [942.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000054] [CE 4.628 (4.185)] [KD 3.299 (3.007)] +2024-10-14 02:44:18,922 - Train: 94.27% [1179350/1251000] [942.7/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.000054] [CE 4.738 (4.258)] [KD 3.347 (3.059)] +2024-10-14 02:44:26,610 - Train: 94.28% [1179400/1251000] [942.8/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000054] [CE 4.415 (4.260)] [KD 3.013 (3.066)] +2024-10-14 02:44:34,129 - Train: 94.28% [1179450/1251000] [942.8/1000.0] [batch_t 0.153 (0.150)] [data_t 0.003] [optim_t 0.150] [lr 0.000054] [CE 4.130 (4.162)] [KD 2.876 (3.001)] +2024-10-14 02:44:41,647 - Train: 94.28% [1179500/1251000] [942.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000054] [CE 3.750 (4.200)] [KD 2.732 (3.016)] +2024-10-14 02:44:49,194 - Train: 94.29% [1179550/1251000] [942.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000054] [CE 3.906 (4.199)] [KD 2.773 (3.032)] +2024-10-14 02:44:56,713 - Train: 94.29% [1179600/1251000] [942.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000054] [CE 4.321 (4.222)] [KD 3.215 (3.053)] +2024-10-14 02:45:04,435 - Train: 94.30% [1179650/1251000] [943.0/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000054] [CE 4.366 (4.256)] [KD 3.089 (3.037)] +2024-10-14 02:45:16,303 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 37829] [top5_cnt 46257] [top_all 50000] +2024-10-14 02:45:16,303 - net: 75.658 (92.514) +2024-10-14 02:45:22,269 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 38251] [top5_cnt 46436] [top_all 50000] +2024-10-14 02:45:22,269 - net_E: 76.502 (92.872) +2024-10-14 02:45:22,388 - Max [top1: 75.996 (epoch: 937)] [top1-ema: 76.502 (epoch: 943)] +2024-10-14 02:45:22,389 - ==> Total time: 2 days, 4:58:13 Eta: 3:12:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 02:45:26,197 - Train: 94.30% [1179700/1251000] [943.0/1000.0] [batch_t 0.151 (0.212)] [data_t 0.005] [optim_t 0.146] [lr 0.000054] [CE 4.288 (4.315)] [KD 3.166 (3.033)] +2024-10-14 02:45:33,628 - Train: 94.30% [1179750/1251000] [943.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.000054] [CE 4.142 (4.248)] [KD 2.989 (3.032)] +2024-10-14 02:45:41,277 - Train: 94.31% [1179800/1251000] [943.1/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.000054] [CE 3.987 (4.190)] [KD 2.986 (3.016)] +2024-10-14 02:45:49,324 - Train: 94.31% [1179850/1251000] [943.1/1000.0] [batch_t 0.149 (0.161)] [data_t 0.005] [optim_t 0.144] [lr 0.000054] [CE 4.230 (4.154)] [KD 3.064 (2.975)] +2024-10-14 02:45:56,919 - Train: 94.32% [1179900/1251000] [943.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.007] [optim_t 0.141] [lr 0.000054] [CE 4.314 (4.246)] [KD 3.188 (3.052)] +2024-10-14 02:46:04,482 - Train: 94.32% [1179950/1251000] [943.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000054] [CE 4.424 (4.241)] [KD 3.252 (3.045)] +2024-10-14 02:46:12,122 - Train: 94.32% [1180000/1251000] [943.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000054] [CE 4.075 (4.198)] [KD 2.822 (3.024)] +2024-10-14 02:46:19,742 - Train: 94.33% [1180050/1251000] [943.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000054] [CE 3.785 (4.120)] [KD 2.965 (2.970)] +2024-10-14 02:46:27,195 - Train: 94.33% [1180100/1251000] [943.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000053] [CE 3.929 (4.266)] [KD 2.713 (3.054)] +2024-10-14 02:46:34,733 - Train: 94.34% [1180150/1251000] [943.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000053] [CE 4.648 (4.177)] [KD 3.314 (2.965)] +2024-10-14 02:46:42,312 - Train: 94.34% [1180200/1251000] [943.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000053] [CE 4.094 (4.178)] [KD 2.954 (2.996)] +2024-10-14 02:46:50,133 - Train: 94.34% [1180250/1251000] [943.4/1000.0] [batch_t 0.145 (0.156)] [data_t 0.005] [optim_t 0.140] [lr 0.000053] [CE 4.356 (4.323)] [KD 3.216 (3.101)] +2024-10-14 02:46:57,835 - Train: 94.35% [1180300/1251000] [943.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.000053] [CE 4.336 (4.261)] [KD 3.103 (3.042)] +2024-10-14 02:47:05,278 - Train: 94.35% [1180350/1251000] [943.5/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.000053] [CE 4.437 (4.239)] [KD 3.204 (3.040)] +2024-10-14 02:47:12,724 - Train: 94.36% [1180400/1251000] [943.6/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000053] [CE 4.807 (4.263)] [KD 3.390 (3.055)] +2024-10-14 02:47:20,282 - Train: 94.36% [1180450/1251000] [943.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000053] [CE 3.648 (4.200)] [KD 2.728 (3.002)] +2024-10-14 02:47:27,953 - Train: 94.36% [1180500/1251000] [943.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.000053] [CE 3.787 (4.147)] [KD 2.636 (2.965)] +2024-10-14 02:47:35,569 - Train: 94.37% [1180550/1251000] [943.7/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000053] [CE 4.321 (4.208)] [KD 2.967 (3.040)] +2024-10-14 02:47:43,032 - Train: 94.37% [1180600/1251000] [943.7/1000.0] [batch_t 0.154 (0.149)] [data_t 0.003] [optim_t 0.151] [lr 0.000053] [CE 4.172 (4.226)] [KD 3.157 (3.034)] +2024-10-14 02:47:50,599 - Train: 94.38% [1180650/1251000] [943.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000053] [CE 3.702 (4.196)] [KD 2.739 (2.998)] +2024-10-14 02:47:58,452 - Train: 94.38% [1180700/1251000] [943.8/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000053] [CE 4.190 (4.214)] [KD 3.056 (3.059)] +2024-10-14 02:48:06,063 - Train: 94.38% [1180750/1251000] [943.8/1000.0] [batch_t 0.160 (0.152)] [data_t 0.003] [optim_t 0.157] [lr 0.000053] [CE 4.406 (4.209)] [KD 3.200 (3.018)] +2024-10-14 02:48:13,728 - Train: 94.39% [1180800/1251000] [943.9/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000053] [CE 3.908 (4.126)] [KD 2.914 (3.004)] +2024-10-14 02:48:21,256 - Train: 94.39% [1180850/1251000] [943.9/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.000053] [CE 3.931 (4.138)] [KD 2.795 (2.963)] +2024-10-14 02:48:28,928 - Train: 94.40% [1180900/1251000] [944.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000053] [CE 4.456 (4.232)] [KD 3.243 (3.037)] +2024-10-14 02:48:40,926 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37871] [top5_cnt 46265] [top_all 50000] +2024-10-14 02:48:40,926 - net: 75.742 (92.530) +2024-10-14 02:48:46,623 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 38240] [top5_cnt 46410] [top_all 50000] +2024-10-14 02:48:46,624 - net_E: 76.480 (92.820) +2024-10-14 02:48:46,780 - Max [top1: 75.996 (epoch: 937)] [top1-ema: 76.502 (epoch: 943)] +2024-10-14 02:48:46,780 - ==> Total time: 2 days, 5:01:37 Eta: 3:08:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 02:48:49,822 - Train: 94.40% [1180950/1251000] [944.0/1000.0] [batch_t 0.149 (0.230)] [data_t 0.005] [optim_t 0.144] [lr 0.000053] [CE 3.828 (4.141)] [KD 2.784 (2.953)] +2024-10-14 02:48:57,223 - Train: 94.40% [1181000/1251000] [944.0/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000053] [CE 3.262 (4.166)] [KD 2.430 (3.009)] +2024-10-14 02:49:05,064 - Train: 94.41% [1181050/1251000] [944.1/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000053] [CE 4.192 (4.244)] [KD 2.974 (3.048)] +2024-10-14 02:49:12,631 - Train: 94.41% [1181100/1251000] [944.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000053] [CE 3.677 (4.215)] [KD 2.858 (3.024)] +2024-10-14 02:49:20,042 - Train: 94.42% [1181150/1251000] [944.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000053] [CE 4.283 (4.203)] [KD 2.895 (3.022)] +2024-10-14 02:49:27,819 - Train: 94.42% [1181200/1251000] [944.2/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000053] [CE 4.655 (4.249)] [KD 3.310 (3.031)] +2024-10-14 02:49:35,291 - Train: 94.42% [1181250/1251000] [944.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000053] [CE 4.399 (4.249)] [KD 3.049 (3.055)] +2024-10-14 02:49:42,960 - Train: 94.43% [1181300/1251000] [944.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000053] [CE 4.071 (4.200)] [KD 3.045 (3.004)] +2024-10-14 02:49:50,803 - Train: 94.43% [1181350/1251000] [944.3/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000053] [CE 4.519 (4.176)] [KD 3.196 (2.999)] +2024-10-14 02:49:58,271 - Train: 94.44% [1181400/1251000] [944.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000053] [CE 4.494 (4.177)] [KD 3.110 (2.978)] +2024-10-14 02:50:05,769 - Train: 94.44% [1181450/1251000] [944.4/1000.0] [batch_t 0.156 (0.150)] [data_t 0.005] [optim_t 0.151] [lr 0.000053] [CE 4.943 (4.185)] [KD 3.520 (3.002)] +2024-10-14 02:50:13,384 - Train: 94.44% [1181500/1251000] [944.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000053] [CE 4.165 (4.224)] [KD 2.809 (2.993)] +2024-10-14 02:50:20,974 - Train: 94.45% [1181550/1251000] [944.5/1000.0] [batch_t 0.269 (0.152)] [data_t 0.005] [optim_t 0.264] [lr 0.000053] [CE 4.410 (4.171)] [KD 3.100 (2.978)] +2024-10-14 02:50:28,616 - Train: 94.45% [1181600/1251000] [944.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.000052] [CE 4.354 (4.193)] [KD 3.140 (2.996)] +2024-10-14 02:50:36,420 - Train: 94.46% [1181650/1251000] [944.6/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.000052] [CE 3.974 (4.171)] [KD 2.992 (2.996)] +2024-10-14 02:50:43,946 - Train: 94.46% [1181700/1251000] [944.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000052] [CE 4.406 (4.201)] [KD 3.186 (3.007)] +2024-10-14 02:50:51,354 - Train: 94.46% [1181750/1251000] [944.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000052] [CE 3.790 (4.279)] [KD 2.588 (3.044)] +2024-10-14 02:50:58,798 - Train: 94.47% [1181800/1251000] [944.7/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.000052] [CE 4.299 (4.240)] [KD 3.132 (3.027)] +2024-10-14 02:51:06,447 - Train: 94.47% [1181850/1251000] [944.7/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000052] [CE 4.256 (4.196)] [KD 3.094 (3.007)] +2024-10-14 02:51:14,248 - Train: 94.48% [1181900/1251000] [944.8/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.141] [lr 0.000052] [CE 4.132 (4.173)] [KD 2.842 (3.000)] +2024-10-14 02:51:21,911 - Train: 94.48% [1181950/1251000] [944.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000052] [CE 4.487 (4.198)] [KD 3.312 (3.048)] +2024-10-14 02:51:29,390 - Train: 94.48% [1182000/1251000] [944.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000052] [CE 3.768 (4.147)] [KD 2.638 (2.963)] +2024-10-14 02:51:37,035 - Train: 94.49% [1182050/1251000] [944.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000052] [CE 4.533 (4.240)] [KD 3.219 (3.037)] +2024-10-14 02:51:44,479 - Train: 94.49% [1182100/1251000] [944.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000052] [CE 3.930 (4.157)] [KD 2.760 (2.980)] +2024-10-14 02:51:52,116 - Train: 94.50% [1182150/1251000] [945.0/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.000052] [CE 3.385 (4.189)] [KD 2.559 (3.025)] +2024-10-14 02:52:04,554 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 37752] [top5_cnt 46214] [top_all 50000] +2024-10-14 02:52:04,554 - net: 75.504 (92.428) +2024-10-14 02:52:10,418 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 38256] [top5_cnt 46432] [top_all 50000] +2024-10-14 02:52:10,419 - net_E: 76.512 (92.864) +2024-10-14 02:52:10,559 - Max [top1: 75.996 (epoch: 937)] [top1-ema: 76.512 (epoch: 945)] +2024-10-14 02:52:10,559 - ==> Total time: 2 days, 5:05:01 Eta: 3:05:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 02:52:15,142 - Train: 94.50% [1182200/1251000] [945.0/1000.0] [batch_t 0.147 (0.297)] [data_t 0.005] [optim_t 0.143] [lr 0.000052] [CE 4.319 (4.211)] [KD 3.069 (2.978)] +2024-10-14 02:52:22,541 - Train: 94.50% [1182250/1251000] [945.0/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000052] [CE 4.172 (4.254)] [KD 3.036 (3.021)] +2024-10-14 02:52:30,066 - Train: 94.51% [1182300/1251000] [945.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000052] [CE 4.178 (4.198)] [KD 2.956 (3.028)] +2024-10-14 02:52:37,437 - Train: 94.51% [1182350/1251000] [945.1/1000.0] [batch_t 0.147 (0.147)] [data_t 0.005] [optim_t 0.142] [lr 0.000052] [CE 3.842 (4.143)] [KD 2.878 (2.954)] +2024-10-14 02:52:44,859 - Train: 94.52% [1182400/1251000] [945.2/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.000052] [CE 3.995 (4.293)] [KD 2.859 (3.049)] +2024-10-14 02:52:52,308 - Train: 94.52% [1182450/1251000] [945.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.007] [optim_t 0.143] [lr 0.000052] [CE 3.928 (4.252)] [KD 3.028 (3.063)] +2024-10-14 02:53:00,302 - Train: 94.52% [1182500/1251000] [945.2/1000.0] [batch_t 0.150 (0.160)] [data_t 0.006] [optim_t 0.144] [lr 0.000052] [CE 3.925 (4.203)] [KD 2.664 (2.992)] +2024-10-14 02:53:07,913 - Train: 94.53% [1182550/1251000] [945.3/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000052] [CE 3.888 (4.181)] [KD 2.829 (3.009)] +2024-10-14 02:53:15,468 - Train: 94.53% [1182600/1251000] [945.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000052] [CE 3.889 (4.179)] [KD 2.977 (2.993)] +2024-10-14 02:53:22,979 - Train: 94.54% [1182650/1251000] [945.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000052] [CE 4.362 (4.258)] [KD 3.177 (3.069)] +2024-10-14 02:53:30,406 - Train: 94.54% [1182700/1251000] [945.4/1000.0] [batch_t 0.155 (0.148)] [data_t 0.009] [optim_t 0.146] [lr 0.000052] [CE 4.438 (4.243)] [KD 3.145 (3.066)] +2024-10-14 02:53:38,080 - Train: 94.54% [1182750/1251000] [945.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.142] [lr 0.000052] [CE 4.135 (4.172)] [KD 3.124 (2.995)] +2024-10-14 02:53:45,615 - Train: 94.55% [1182800/1251000] [945.5/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000052] [CE 4.372 (4.199)] [KD 2.955 (3.001)] +2024-10-14 02:53:53,032 - Train: 94.55% [1182850/1251000] [945.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000052] [CE 4.148 (4.219)] [KD 3.137 (3.023)] +2024-10-14 02:54:00,763 - Train: 94.56% [1182900/1251000] [945.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000052] [CE 4.454 (4.143)] [KD 3.125 (2.986)] +2024-10-14 02:54:08,280 - Train: 94.56% [1182950/1251000] [945.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000052] [CE 4.050 (4.171)] [KD 2.862 (2.998)] +2024-10-14 02:54:15,860 - Train: 94.56% [1183000/1251000] [945.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000052] [CE 4.309 (4.228)] [KD 3.042 (3.046)] +2024-10-14 02:54:23,767 - Train: 94.57% [1183050/1251000] [945.7/1000.0] [batch_t 0.146 (0.158)] [data_t 0.005] [optim_t 0.141] [lr 0.000052] [CE 4.577 (4.122)] [KD 3.267 (2.973)] +2024-10-14 02:54:31,191 - Train: 94.57% [1183100/1251000] [945.7/1000.0] [batch_t 0.149 (0.148)] [data_t 0.008] [optim_t 0.141] [lr 0.000052] [CE 4.369 (4.269)] [KD 3.225 (3.047)] +2024-10-14 02:54:38,713 - Train: 94.58% [1183150/1251000] [945.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000052] [CE 3.896 (4.184)] [KD 2.942 (2.979)] +2024-10-14 02:54:46,232 - Train: 94.58% [1183200/1251000] [945.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000051] [CE 4.399 (4.163)] [KD 3.112 (2.976)] +2024-10-14 02:54:53,660 - Train: 94.58% [1183250/1251000] [945.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000051] [CE 4.725 (4.254)] [KD 3.202 (3.048)] +2024-10-14 02:55:01,210 - Train: 94.59% [1183300/1251000] [945.9/1000.0] [batch_t 0.276 (0.151)] [data_t 0.003] [optim_t 0.273] [lr 0.000051] [CE 4.423 (4.194)] [KD 3.164 (3.027)] +2024-10-14 02:55:08,936 - Train: 94.59% [1183350/1251000] [945.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.000051] [CE 4.353 (4.199)] [KD 3.119 (3.011)] +2024-10-14 02:55:16,471 - Train: 94.60% [1183400/1251000] [946.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000051] [CE 4.107 (4.177)] [KD 2.793 (2.990)] +2024-10-14 02:55:28,986 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 37998] [top5_cnt 46347] [top_all 50000] +2024-10-14 02:55:28,986 - net: 75.996 (92.694) +2024-10-14 02:55:34,737 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 38262] [top5_cnt 46431] [top_all 50000] +2024-10-14 02:55:34,737 - net_E: 76.524 (92.862) +2024-10-14 02:55:34,856 - Max [top1: 75.996 (epoch: 937)] [top1-ema: 76.524 (epoch: 946)] +2024-10-14 02:55:34,856 - ==> Total time: 2 days, 5:08:25 Eta: 3:02:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 02:55:38,428 - Train: 94.60% [1183450/1251000] [946.0/1000.0] [batch_t 0.144 (0.293)] [data_t 0.004] [optim_t 0.140] [lr 0.000051] [CE 3.975 (4.157)] [KD 2.844 (2.975)] +2024-10-14 02:55:45,986 - Train: 94.60% [1183500/1251000] [946.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000051] [CE 4.076 (4.189)] [KD 3.044 (2.993)] +2024-10-14 02:55:53,545 - Train: 94.61% [1183550/1251000] [946.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000051] [CE 3.697 (4.144)] [KD 2.562 (2.965)] +2024-10-14 02:56:01,101 - Train: 94.61% [1183600/1251000] [946.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000051] [CE 4.285 (4.204)] [KD 3.209 (2.982)] +2024-10-14 02:56:08,569 - Train: 94.62% [1183650/1251000] [946.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.000051] [CE 4.002 (4.188)] [KD 2.829 (2.978)] +2024-10-14 02:56:16,128 - Train: 94.62% [1183700/1251000] [946.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000051] [CE 4.256 (4.245)] [KD 3.012 (3.030)] +2024-10-14 02:56:23,862 - Train: 94.62% [1183750/1251000] [946.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000051] [CE 4.419 (4.302)] [KD 3.011 (3.061)] +2024-10-14 02:56:31,288 - Train: 94.63% [1183800/1251000] [946.3/1000.0] [batch_t 0.143 (0.148)] [data_t 0.004] [optim_t 0.139] [lr 0.000051] [CE 4.315 (4.148)] [KD 2.949 (2.975)] +2024-10-14 02:56:39,125 - Train: 94.63% [1183850/1251000] [946.3/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000051] [CE 4.412 (4.200)] [KD 3.373 (3.018)] +2024-10-14 02:56:46,843 - Train: 94.64% [1183900/1251000] [946.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000051] [CE 4.241 (4.276)] [KD 2.907 (3.050)] +2024-10-14 02:56:54,312 - Train: 94.64% [1183950/1251000] [946.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000051] [CE 3.726 (4.193)] [KD 2.777 (3.037)] +2024-10-14 02:57:01,748 - Train: 94.64% [1184000/1251000] [946.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000051] [CE 3.700 (4.200)] [KD 2.622 (3.034)] +2024-10-14 02:57:09,563 - Train: 94.65% [1184050/1251000] [946.5/1000.0] [batch_t 0.158 (0.156)] [data_t 0.003] [optim_t 0.155] [lr 0.000051] [CE 4.146 (4.222)] [KD 2.941 (3.039)] +2024-10-14 02:57:17,144 - Train: 94.65% [1184100/1251000] [946.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000051] [CE 4.004 (4.110)] [KD 2.965 (2.949)] +2024-10-14 02:57:24,594 - Train: 94.66% [1184150/1251000] [946.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000051] [CE 4.295 (4.164)] [KD 3.022 (2.984)] +2024-10-14 02:57:32,140 - Train: 94.66% [1184200/1251000] [946.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000051] [CE 3.965 (4.194)] [KD 2.896 (2.981)] +2024-10-14 02:57:39,672 - Train: 94.66% [1184250/1251000] [946.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000051] [CE 4.120 (4.202)] [KD 3.112 (3.006)] +2024-10-14 02:57:47,507 - Train: 94.67% [1184300/1251000] [946.7/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.000051] [CE 3.561 (4.152)] [KD 2.592 (2.984)] +2024-10-14 02:57:55,208 - Train: 94.67% [1184350/1251000] [946.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.000051] [CE 4.236 (4.336)] [KD 2.882 (3.073)] +2024-10-14 02:58:02,796 - Train: 94.68% [1184400/1251000] [946.8/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000051] [CE 3.619 (4.185)] [KD 2.633 (3.021)] +2024-10-14 02:58:10,227 - Train: 94.68% [1184450/1251000] [946.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000051] [CE 4.019 (4.196)] [KD 2.873 (3.010)] +2024-10-14 02:58:17,666 - Train: 94.68% [1184500/1251000] [946.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000051] [CE 4.198 (4.238)] [KD 3.235 (3.054)] +2024-10-14 02:58:25,188 - Train: 94.69% [1184550/1251000] [946.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000051] [CE 3.569 (4.204)] [KD 2.513 (3.038)] +2024-10-14 02:58:32,803 - Train: 94.69% [1184600/1251000] [946.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000051] [CE 3.892 (4.222)] [KD 2.722 (2.989)] +2024-10-14 02:58:40,387 - Train: 94.70% [1184650/1251000] [947.0/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000051] [CE 4.451 (4.195)] [KD 3.235 (3.026)] +2024-10-14 02:58:53,248 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 38011] [top5_cnt 46320] [top_all 50000] +2024-10-14 02:58:53,249 - net: 76.022 (92.640) +2024-10-14 02:58:59,127 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 38282] [top5_cnt 46439] [top_all 50000] +2024-10-14 02:58:59,128 - net_E: 76.564 (92.878) +2024-10-14 02:58:59,264 - Max [top1: 76.022 (epoch: 947)] [top1-ema: 76.564 (epoch: 947)] +2024-10-14 02:58:59,265 - ==> Total time: 2 days, 5:11:50 Eta: 2:58:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 02:59:07,238 - Train: 94.70% [1184700/1251000] [947.0/1000.0] [batch_t 0.145 (0.281)] [data_t 0.005] [optim_t 0.140] [lr 0.000051] [CE 4.232 (4.057)] [KD 3.041 (3.012)] +2024-10-14 02:59:14,910 - Train: 94.70% [1184750/1251000] [947.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000051] [CE 4.314 (4.158)] [KD 2.961 (2.972)] +2024-10-14 02:59:22,314 - Train: 94.71% [1184800/1251000] [947.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000050] [CE 4.479 (4.155)] [KD 3.030 (2.972)] +2024-10-14 02:59:29,756 - Train: 94.71% [1184850/1251000] [947.1/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000050] [CE 4.419 (4.219)] [KD 2.895 (3.025)] +2024-10-14 02:59:37,340 - Train: 94.72% [1184900/1251000] [947.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000050] [CE 4.424 (4.186)] [KD 2.865 (2.992)] +2024-10-14 02:59:45,309 - Train: 94.72% [1184950/1251000] [947.2/1000.0] [batch_t 0.150 (0.159)] [data_t 0.006] [optim_t 0.145] [lr 0.000050] [CE 4.201 (4.171)] [KD 3.006 (2.973)] +2024-10-14 02:59:52,899 - Train: 94.72% [1185000/1251000] [947.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000050] [CE 4.085 (4.176)] [KD 2.824 (2.983)] +2024-10-14 03:00:00,328 - Train: 94.73% [1185050/1251000] [947.3/1000.0] [batch_t 0.154 (0.148)] [data_t 0.003] [optim_t 0.151] [lr 0.000050] [CE 4.121 (4.181)] [KD 2.944 (2.979)] +2024-10-14 03:00:07,936 - Train: 94.73% [1185100/1251000] [947.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000050] [CE 4.136 (4.187)] [KD 2.960 (2.991)] +2024-10-14 03:00:15,632 - Train: 94.74% [1185150/1251000] [947.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000050] [CE 4.396 (4.235)] [KD 3.129 (3.025)] +2024-10-14 03:00:23,186 - Train: 94.74% [1185200/1251000] [947.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000050] [CE 4.325 (4.122)] [KD 3.091 (2.971)] +2024-10-14 03:00:30,778 - Train: 94.74% [1185250/1251000] [947.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000050] [CE 4.547 (4.266)] [KD 3.119 (3.021)] +2024-10-14 03:00:38,416 - Train: 94.75% [1185300/1251000] [947.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.006] [optim_t 0.147] [lr 0.000050] [CE 4.702 (4.184)] [KD 3.107 (2.976)] +2024-10-14 03:00:46,032 - Train: 94.75% [1185350/1251000] [947.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000050] [CE 4.440 (4.131)] [KD 3.190 (2.978)] +2024-10-14 03:00:53,782 - Train: 94.76% [1185400/1251000] [947.6/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.000050] [CE 4.097 (4.174)] [KD 3.104 (3.026)] +2024-10-14 03:01:01,379 - Train: 94.76% [1185450/1251000] [947.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000050] [CE 4.348 (4.180)] [KD 3.137 (2.980)] +2024-10-14 03:01:08,949 - Train: 94.76% [1185500/1251000] [947.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000050] [CE 4.120 (4.229)] [KD 3.009 (3.013)] +2024-10-14 03:01:16,611 - Train: 94.77% [1185550/1251000] [947.7/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000050] [CE 4.214 (4.162)] [KD 2.923 (3.005)] +2024-10-14 03:01:24,208 - Train: 94.77% [1185600/1251000] [947.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000050] [CE 4.260 (4.145)] [KD 3.147 (3.007)] +2024-10-14 03:01:31,827 - Train: 94.78% [1185650/1251000] [947.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000050] [CE 3.970 (4.240)] [KD 2.899 (3.064)] +2024-10-14 03:01:39,231 - Train: 94.78% [1185700/1251000] [947.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000050] [CE 4.109 (4.142)] [KD 3.013 (2.955)] +2024-10-14 03:01:46,761 - Train: 94.78% [1185750/1251000] [947.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000050] [CE 4.297 (4.231)] [KD 3.115 (3.006)] +2024-10-14 03:01:54,469 - Train: 94.79% [1185800/1251000] [947.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000050] [CE 4.674 (4.227)] [KD 3.445 (3.020)] +2024-10-14 03:02:02,008 - Train: 94.79% [1185850/1251000] [947.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000050] [CE 4.122 (4.265)] [KD 3.025 (3.044)] +2024-10-14 03:02:09,521 - Train: 94.80% [1185900/1251000] [948.0/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.000050] [CE 3.946 (4.234)] [KD 2.766 (3.013)] +2024-10-14 03:02:22,431 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37891] [top5_cnt 46289] [top_all 50000] +2024-10-14 03:02:22,432 - net: 75.782 (92.578) +2024-10-14 03:02:28,195 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38277] [top5_cnt 46445] [top_all 50000] +2024-10-14 03:02:28,196 - net_E: 76.554 (92.890) +2024-10-14 03:02:28,343 - Max [top1: 76.022 (epoch: 947)] [top1-ema: 76.564 (epoch: 947)] +2024-10-14 03:02:28,344 - ==> Total time: 2 days, 5:15:19 Eta: 2:55:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 03:02:30,492 - Train: 94.80% [1185950/1251000] [948.0/1000.0] [batch_t 0.151 (0.381)] [data_t 0.003] [optim_t 0.148] [lr 0.000050] [CE 4.527 (4.141)] [KD 2.903 (2.778)] +2024-10-14 03:02:38,462 - Train: 94.80% [1186000/1251000] [948.0/1000.0] [batch_t 0.154 (0.159)] [data_t 0.004] [optim_t 0.150] [lr 0.000050] [CE 4.076 (4.194)] [KD 2.731 (3.002)] +2024-10-14 03:02:45,993 - Train: 94.81% [1186050/1251000] [948.1/1000.0] [batch_t 0.152 (0.150)] [data_t 0.006] [optim_t 0.146] [lr 0.000050] [CE 4.426 (4.191)] [KD 3.088 (3.022)] +2024-10-14 03:02:53,519 - Train: 94.81% [1186100/1251000] [948.1/1000.0] [batch_t 0.156 (0.150)] [data_t 0.004] [optim_t 0.153] [lr 0.000050] [CE 4.222 (4.221)] [KD 3.066 (3.031)] +2024-10-14 03:03:01,199 - Train: 94.82% [1186150/1251000] [948.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.000050] [CE 4.862 (4.185)] [KD 3.427 (3.014)] +2024-10-14 03:03:09,023 - Train: 94.82% [1186200/1251000] [948.2/1000.0] [batch_t 0.157 (0.156)] [data_t 0.005] [optim_t 0.152] [lr 0.000050] [CE 4.327 (4.270)] [KD 3.210 (3.024)] +2024-10-14 03:03:16,586 - Train: 94.82% [1186250/1251000] [948.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.000050] [CE 4.114 (4.304)] [KD 2.900 (3.065)] +2024-10-14 03:03:24,133 - Train: 94.83% [1186300/1251000] [948.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000050] [CE 4.577 (4.184)] [KD 3.111 (2.995)] +2024-10-14 03:03:31,990 - Train: 94.83% [1186350/1251000] [948.3/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.000050] [CE 4.370 (4.204)] [KD 3.172 (2.990)] +2024-10-14 03:03:39,577 - Train: 94.84% [1186400/1251000] [948.4/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000049] [CE 4.576 (4.271)] [KD 3.214 (3.032)] +2024-10-14 03:03:47,269 - Train: 94.84% [1186450/1251000] [948.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000049] [CE 4.091 (4.180)] [KD 3.118 (2.999)] +2024-10-14 03:03:54,704 - Train: 94.84% [1186500/1251000] [948.4/1000.0] [batch_t 0.152 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.000049] [CE 4.172 (4.182)] [KD 2.888 (2.964)] +2024-10-14 03:04:02,128 - Train: 94.85% [1186550/1251000] [948.5/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000049] [CE 3.778 (4.104)] [KD 2.814 (2.938)] +2024-10-14 03:04:09,666 - Train: 94.85% [1186600/1251000] [948.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000049] [CE 4.259 (4.206)] [KD 2.843 (3.012)] +2024-10-14 03:04:17,368 - Train: 94.86% [1186650/1251000] [948.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000049] [CE 4.138 (4.178)] [KD 2.961 (2.985)] +2024-10-14 03:04:24,996 - Train: 94.86% [1186700/1251000] [948.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000049] [CE 3.783 (4.247)] [KD 2.726 (3.039)] +2024-10-14 03:04:32,512 - Train: 94.86% [1186750/1251000] [948.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.139] [lr 0.000049] [CE 4.402 (4.125)] [KD 3.102 (2.949)] +2024-10-14 03:04:39,953 - Train: 94.87% [1186800/1251000] [948.7/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000049] [CE 3.904 (4.188)] [KD 2.850 (2.991)] +2024-10-14 03:04:47,645 - Train: 94.87% [1186850/1251000] [948.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.000049] [CE 4.664 (4.236)] [KD 3.316 (3.036)] +2024-10-14 03:04:55,060 - Train: 94.88% [1186900/1251000] [948.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000049] [CE 4.312 (4.219)] [KD 3.087 (3.021)] +2024-10-14 03:05:02,471 - Train: 94.88% [1186950/1251000] [948.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000049] [CE 4.693 (4.222)] [KD 3.335 (3.027)] +2024-10-14 03:05:10,302 - Train: 94.88% [1187000/1251000] [948.8/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.000049] [CE 4.575 (4.218)] [KD 3.129 (2.986)] +2024-10-14 03:05:18,045 - Train: 94.89% [1187050/1251000] [948.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000049] [CE 3.927 (4.147)] [KD 2.905 (2.950)] +2024-10-14 03:05:25,493 - Train: 94.89% [1187100/1251000] [948.9/1000.0] [batch_t 0.154 (0.149)] [data_t 0.006] [optim_t 0.148] [lr 0.000049] [CE 4.409 (4.176)] [KD 3.134 (2.998)] +2024-10-14 03:05:33,055 - Train: 94.90% [1187150/1251000] [949.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000049] [CE 3.993 (4.250)] [KD 2.970 (3.031)] +2024-10-14 03:05:46,013 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 37952] [top5_cnt 46302] [top_all 50000] +2024-10-14 03:05:46,013 - net: 75.904 (92.604) +2024-10-14 03:05:52,083 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.110)] [top1_cnt 38308] [top5_cnt 46450] [top_all 50000] +2024-10-14 03:05:52,084 - net_E: 76.616 (92.900) +2024-10-14 03:05:52,198 - Max [top1: 76.022 (epoch: 947)] [top1-ema: 76.616 (epoch: 949)] +2024-10-14 03:05:52,198 - ==> Total time: 2 days, 5:18:43 Eta: 2:51:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 03:05:55,548 - Train: 94.90% [1187200/1251000] [949.0/1000.0] [batch_t 0.569 (0.569)] [data_t 0.405] [optim_t 0.164] [lr 0.000049] [CE 3.928 (3.928)] [KD 2.900 (2.900)] +2024-10-14 03:06:03,179 - Train: 94.90% [1187250/1251000] [949.0/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.152] [lr 0.000049] [CE 4.226 (4.133)] [KD 2.776 (2.964)] +2024-10-14 03:06:10,775 - Train: 94.91% [1187300/1251000] [949.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000049] [CE 4.091 (4.259)] [KD 3.038 (3.045)] +2024-10-14 03:06:18,369 - Train: 94.91% [1187350/1251000] [949.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000049] [CE 4.183 (4.234)] [KD 3.047 (3.038)] +2024-10-14 03:06:25,979 - Train: 94.92% [1187400/1251000] [949.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000049] [CE 4.296 (4.202)] [KD 2.994 (2.981)] +2024-10-14 03:06:33,904 - Train: 94.92% [1187450/1251000] [949.2/1000.0] [batch_t 0.287 (0.158)] [data_t 0.003] [optim_t 0.284] [lr 0.000049] [CE 4.128 (4.215)] [KD 2.649 (3.000)] +2024-10-14 03:06:41,328 - Train: 94.92% [1187500/1251000] [949.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000049] [CE 3.982 (4.131)] [KD 2.962 (2.957)] +2024-10-14 03:06:48,905 - Train: 94.93% [1187550/1251000] [949.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000049] [CE 3.331 (4.294)] [KD 2.501 (3.053)] +2024-10-14 03:06:56,348 - Train: 94.93% [1187600/1251000] [949.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.148] [lr 0.000049] [CE 4.276 (4.241)] [KD 3.130 (3.027)] +2024-10-14 03:07:04,072 - Train: 94.94% [1187650/1251000] [949.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000049] [CE 3.960 (4.227)] [KD 2.810 (3.035)] +2024-10-14 03:07:11,618 - Train: 94.94% [1187700/1251000] [949.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000049] [CE 4.663 (4.140)] [KD 3.095 (2.946)] +2024-10-14 03:07:19,167 - Train: 94.94% [1187750/1251000] [949.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000049] [CE 3.916 (4.196)] [KD 2.730 (2.982)] +2024-10-14 03:07:26,667 - Train: 94.95% [1187800/1251000] [949.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000049] [CE 3.812 (4.215)] [KD 2.714 (3.021)] +2024-10-14 03:07:34,328 - Train: 94.95% [1187850/1251000] [949.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000049] [CE 4.086 (4.119)] [KD 3.011 (2.943)] +2024-10-14 03:07:42,049 - Train: 94.96% [1187900/1251000] [949.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000049] [CE 4.550 (4.248)] [KD 3.557 (3.031)] +2024-10-14 03:07:49,622 - Train: 94.96% [1187950/1251000] [949.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.000049] [CE 4.055 (4.221)] [KD 3.107 (3.012)] +2024-10-14 03:07:57,019 - Train: 94.96% [1188000/1251000] [949.6/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.147] [lr 0.000049] [CE 4.673 (4.237)] [KD 3.123 (3.025)] +2024-10-14 03:08:04,943 - Train: 94.97% [1188050/1251000] [949.7/1000.0] [batch_t 0.146 (0.158)] [data_t 0.004] [optim_t 0.142] [lr 0.000049] [CE 4.097 (4.223)] [KD 2.954 (2.991)] +2024-10-14 03:08:12,553 - Train: 94.97% [1188100/1251000] [949.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000048] [CE 4.574 (4.246)] [KD 3.224 (3.015)] +2024-10-14 03:08:20,174 - Train: 94.98% [1188150/1251000] [949.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000048] [CE 4.141 (4.188)] [KD 2.905 (2.970)] +2024-10-14 03:08:27,710 - Train: 94.98% [1188200/1251000] [949.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000048] [CE 4.381 (4.241)] [KD 3.189 (3.028)] +2024-10-14 03:08:35,444 - Train: 94.98% [1188250/1251000] [949.8/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000048] [CE 4.048 (4.221)] [KD 2.937 (2.975)] +2024-10-14 03:08:43,089 - Train: 94.99% [1188300/1251000] [949.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000048] [CE 4.177 (4.183)] [KD 3.045 (2.979)] +2024-10-14 03:08:50,519 - Train: 94.99% [1188350/1251000] [949.9/1000.0] [batch_t 0.156 (0.148)] [data_t 0.003] [optim_t 0.153] [lr 0.000048] [CE 4.525 (4.149)] [KD 3.144 (2.961)] +2024-10-14 03:08:58,073 - Train: 95.00% [1188400/1251000] [950.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000048] [CE 4.695 (4.170)] [KD 3.245 (2.960)] +2024-10-14 03:09:05,432 - Train: 95.00% [1188450/1251000] [950.0/1000.0] [batch_t 0.140 (0.147)] [data_t 0.002] [optim_t 0.138] [lr 0.000048] [CE 3.858 (4.198)] [KD 2.843 (3.001)] +2024-10-14 03:09:11,223 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 38073] [top5_cnt 46384] [top_all 50000] +2024-10-14 03:09:11,223 - net: 76.146 (92.768) +2024-10-14 03:09:17,111 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 38279] [top5_cnt 46450] [top_all 50000] +2024-10-14 03:09:17,112 - net_E: 76.558 (92.900) +2024-10-14 03:09:17,254 - Max [top1: 76.146 (epoch: 950)] [top1-ema: 76.616 (epoch: 949)] +2024-10-14 03:09:17,254 - ==> Total time: 2 days, 5:22:08 Eta: 2:48:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 03:09:27,682 - Train: 95.00% [1188500/1251000] [950.0/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.147] [lr 0.000048] [CE 4.158 (4.158)] [KD 2.996 (2.958)] +2024-10-14 03:09:35,429 - Train: 95.01% [1188550/1251000] [950.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000048] [CE 3.899 (4.254)] [KD 2.843 (2.982)] +2024-10-14 03:09:43,122 - Train: 95.01% [1188600/1251000] [950.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000048] [CE 3.821 (4.129)] [KD 2.629 (2.933)] +2024-10-14 03:09:50,553 - Train: 95.02% [1188650/1251000] [950.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000048] [CE 3.709 (4.142)] [KD 2.851 (2.937)] +2024-10-14 03:09:57,984 - Train: 95.02% [1188700/1251000] [950.2/1000.0] [batch_t 0.151 (0.149)] [data_t 0.005] [optim_t 0.146] [lr 0.000048] [CE 3.980 (4.219)] [KD 2.954 (2.985)] +2024-10-14 03:10:05,641 - Train: 95.02% [1188750/1251000] [950.2/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.000048] [CE 4.356 (4.243)] [KD 2.990 (3.025)] +2024-10-14 03:10:13,359 - Train: 95.03% [1188800/1251000] [950.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000048] [CE 4.520 (4.154)] [KD 3.360 (2.968)] +2024-10-14 03:10:20,873 - Train: 95.03% [1188850/1251000] [950.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000048] [CE 4.411 (4.193)] [KD 3.043 (2.993)] +2024-10-14 03:10:28,472 - Train: 95.04% [1188900/1251000] [950.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000048] [CE 4.048 (4.175)] [KD 2.823 (2.950)] +2024-10-14 03:10:35,900 - Train: 95.04% [1188950/1251000] [950.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000048] [CE 4.233 (4.151)] [KD 3.083 (2.973)] +2024-10-14 03:10:43,845 - Train: 95.04% [1189000/1251000] [950.4/1000.0] [batch_t 0.148 (0.159)] [data_t 0.006] [optim_t 0.142] [lr 0.000048] [CE 3.911 (4.187)] [KD 2.778 (2.982)] +2024-10-14 03:10:51,372 - Train: 95.05% [1189050/1251000] [950.5/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000048] [CE 4.566 (4.211)] [KD 3.029 (2.935)] +2024-10-14 03:10:58,757 - Train: 95.05% [1189100/1251000] [950.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000048] [CE 4.390 (4.157)] [KD 3.097 (2.984)] +2024-10-14 03:11:06,471 - Train: 95.06% [1189150/1251000] [950.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000048] [CE 4.427 (4.235)] [KD 3.131 (3.034)] +2024-10-14 03:11:14,097 - Train: 95.06% [1189200/1251000] [950.6/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.000048] [CE 4.101 (4.195)] [KD 2.941 (3.019)] +2024-10-14 03:11:21,550 - Train: 95.06% [1189250/1251000] [950.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.000048] [CE 4.358 (4.216)] [KD 3.211 (2.982)] +2024-10-14 03:11:28,995 - Train: 95.07% [1189300/1251000] [950.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000048] [CE 3.572 (4.135)] [KD 2.670 (2.970)] +2024-10-14 03:11:36,598 - Train: 95.07% [1189350/1251000] [950.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000048] [CE 4.085 (4.204)] [KD 3.086 (2.965)] +2024-10-14 03:11:44,463 - Train: 95.08% [1189400/1251000] [950.8/1000.0] [batch_t 0.155 (0.157)] [data_t 0.005] [optim_t 0.150] [lr 0.000048] [CE 4.047 (4.260)] [KD 3.000 (3.030)] +2024-10-14 03:11:52,053 - Train: 95.08% [1189450/1251000] [950.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000048] [CE 3.967 (4.236)] [KD 2.917 (3.017)] +2024-10-14 03:11:59,648 - Train: 95.08% [1189500/1251000] [950.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000048] [CE 3.640 (4.200)] [KD 2.737 (3.001)] +2024-10-14 03:12:07,157 - Train: 95.09% [1189550/1251000] [950.9/1000.0] [batch_t 0.163 (0.150)] [data_t 0.004] [optim_t 0.159] [lr 0.000048] [CE 4.409 (4.152)] [KD 3.067 (2.974)] +2024-10-14 03:12:14,794 - Train: 95.09% [1189600/1251000] [950.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000048] [CE 4.482 (4.198)] [KD 2.858 (3.009)] +2024-10-14 03:12:22,478 - Train: 95.10% [1189650/1251000] [951.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000048] [CE 4.431 (4.225)] [KD 3.139 (2.999)] +2024-10-14 03:12:29,811 - Train: 95.10% [1189700/1251000] [951.0/1000.0] [batch_t 0.141 (0.147)] [data_t 0.005] [optim_t 0.136] [lr 0.000048] [CE 4.255 (4.293)] [KD 3.232 (3.035)] +2024-10-14 03:12:35,692 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37981] [top5_cnt 46384] [top_all 50000] +2024-10-14 03:12:35,693 - net: 75.962 (92.768) +2024-10-14 03:12:41,518 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 38295] [top5_cnt 46462] [top_all 50000] +2024-10-14 03:12:41,518 - net_E: 76.590 (92.924) +2024-10-14 03:12:41,663 - Max [top1: 76.146 (epoch: 950)] [top1-ema: 76.616 (epoch: 949)] +2024-10-14 03:12:41,664 - ==> Total time: 2 days, 5:25:32 Eta: 2:45:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 03:12:50,959 - Train: 95.10% [1189750/1251000] [951.0/1000.0] [batch_t 0.146 (0.158)] [data_t 0.005] [optim_t 0.141] [lr 0.000048] [CE 4.168 (4.171)] [KD 3.107 (2.970)] +2024-10-14 03:12:58,695 - Train: 95.11% [1189800/1251000] [951.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000048] [CE 4.152 (4.247)] [KD 2.794 (3.036)] +2024-10-14 03:13:06,583 - Train: 95.11% [1189850/1251000] [951.1/1000.0] [batch_t 0.145 (0.158)] [data_t 0.006] [optim_t 0.140] [lr 0.000047] [CE 4.110 (4.251)] [KD 2.922 (3.001)] +2024-10-14 03:13:14,295 - Train: 95.12% [1189900/1251000] [951.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000047] [CE 4.165 (4.180)] [KD 3.060 (3.007)] +2024-10-14 03:13:21,703 - Train: 95.12% [1189950/1251000] [951.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000047] [CE 4.341 (4.143)] [KD 3.074 (2.978)] +2024-10-14 03:13:29,204 - Train: 95.12% [1190000/1251000] [951.2/1000.0] [batch_t 0.157 (0.150)] [data_t 0.006] [optim_t 0.151] [lr 0.000047] [CE 4.315 (4.220)] [KD 3.059 (3.004)] +2024-10-14 03:13:36,757 - Train: 95.13% [1190050/1251000] [951.3/1000.0] [batch_t 0.144 (0.151)] [data_t 0.004] [optim_t 0.140] [lr 0.000047] [CE 4.267 (4.232)] [KD 3.133 (2.994)] +2024-10-14 03:13:44,288 - Train: 95.13% [1190100/1251000] [951.3/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000047] [CE 3.899 (4.299)] [KD 2.775 (3.057)] +2024-10-14 03:13:51,842 - Train: 95.14% [1190150/1251000] [951.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000047] [CE 4.854 (4.122)] [KD 3.253 (2.954)] +2024-10-14 03:13:59,482 - Train: 95.14% [1190200/1251000] [951.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000047] [CE 4.343 (4.254)] [KD 3.039 (3.004)] +2024-10-14 03:14:06,991 - Train: 95.14% [1190250/1251000] [951.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000047] [CE 4.106 (4.251)] [KD 2.795 (3.011)] +2024-10-14 03:14:14,501 - Train: 95.15% [1190300/1251000] [951.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.000047] [CE 4.186 (4.160)] [KD 3.050 (2.971)] +2024-10-14 03:14:22,138 - Train: 95.15% [1190350/1251000] [951.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000047] [CE 4.378 (4.275)] [KD 3.025 (3.020)] +2024-10-14 03:14:29,632 - Train: 95.16% [1190400/1251000] [951.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000047] [CE 3.854 (4.167)] [KD 2.676 (2.955)] +2024-10-14 03:14:37,031 - Train: 95.16% [1190450/1251000] [951.6/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.000047] [CE 4.479 (4.215)] [KD 3.247 (3.016)] +2024-10-14 03:14:44,523 - Train: 95.16% [1190500/1251000] [951.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000047] [CE 4.307 (4.249)] [KD 2.966 (3.045)] +2024-10-14 03:14:52,064 - Train: 95.17% [1190550/1251000] [951.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000047] [CE 4.583 (4.228)] [KD 3.155 (2.989)] +2024-10-14 03:14:59,660 - Train: 95.17% [1190600/1251000] [951.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000047] [CE 4.111 (4.186)] [KD 2.886 (2.957)] +2024-10-14 03:15:07,438 - Train: 95.18% [1190650/1251000] [951.8/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000047] [CE 4.342 (4.293)] [KD 3.020 (3.045)] +2024-10-14 03:15:14,959 - Train: 95.18% [1190700/1251000] [951.8/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.151] [lr 0.000047] [CE 4.278 (4.135)] [KD 2.766 (2.941)] +2024-10-14 03:15:22,471 - Train: 95.18% [1190750/1251000] [951.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000047] [CE 4.535 (4.189)] [KD 3.211 (2.972)] +2024-10-14 03:15:29,808 - Train: 95.19% [1190800/1251000] [951.9/1000.0] [batch_t 0.145 (0.147)] [data_t 0.004] [optim_t 0.141] [lr 0.000047] [CE 4.390 (4.169)] [KD 3.197 (2.977)] +2024-10-14 03:15:37,405 - Train: 95.19% [1190850/1251000] [951.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.000047] [CE 4.380 (4.154)] [KD 3.056 (2.947)] +2024-10-14 03:15:44,816 - Train: 95.20% [1190900/1251000] [952.0/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000047] [CE 4.155 (4.219)] [KD 2.852 (3.017)] +2024-10-14 03:15:52,188 - Train: 95.20% [1190950/1251000] [952.0/1000.0] [batch_t 0.138 (0.147)] [data_t 0.004] [optim_t 0.134] [lr 0.000047] [CE 4.489 (4.202)] [KD 2.899 (2.977)] +2024-10-14 03:15:58,166 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 37971] [top5_cnt 46307] [top_all 50000] +2024-10-14 03:15:58,167 - net: 75.942 (92.614) +2024-10-14 03:16:03,957 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 38292] [top5_cnt 46468] [top_all 50000] +2024-10-14 03:16:03,958 - net_E: 76.584 (92.936) +2024-10-14 03:16:04,090 - Max [top1: 76.146 (epoch: 950)] [top1-ema: 76.616 (epoch: 949)] +2024-10-14 03:16:04,091 - ==> Total time: 2 days, 5:28:55 Eta: 2:41:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 03:16:14,867 - Train: 95.20% [1191000/1251000] [952.0/1000.0] [batch_t 0.148 (0.165)] [data_t 0.003] [optim_t 0.145] [lr 0.000047] [CE 3.836 (4.093)] [KD 2.973 (2.940)] +2024-10-14 03:16:22,591 - Train: 95.21% [1191050/1251000] [952.1/1000.0] [batch_t 0.298 (0.154)] [data_t 0.004] [optim_t 0.293] [lr 0.000047] [CE 3.754 (4.193)] [KD 2.835 (2.986)] +2024-10-14 03:16:30,145 - Train: 95.21% [1191100/1251000] [952.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.008] [optim_t 0.145] [lr 0.000047] [CE 3.944 (4.308)] [KD 2.999 (3.057)] +2024-10-14 03:16:37,707 - Train: 95.22% [1191150/1251000] [952.2/1000.0] [batch_t 0.155 (0.151)] [data_t 0.006] [optim_t 0.150] [lr 0.000047] [CE 3.629 (4.173)] [KD 2.622 (2.945)] +2024-10-14 03:16:45,321 - Train: 95.22% [1191200/1251000] [952.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.008] [optim_t 0.143] [lr 0.000047] [CE 4.708 (4.218)] [KD 3.306 (3.005)] +2024-10-14 03:16:52,860 - Train: 95.22% [1191250/1251000] [952.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000047] [CE 3.752 (4.172)] [KD 2.831 (2.976)] +2024-10-14 03:17:00,449 - Train: 95.23% [1191300/1251000] [952.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000047] [CE 3.798 (4.221)] [KD 2.842 (2.994)] +2024-10-14 03:17:08,175 - Train: 95.23% [1191350/1251000] [952.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000047] [CE 4.507 (4.253)] [KD 3.031 (3.037)] +2024-10-14 03:17:16,066 - Train: 95.24% [1191400/1251000] [952.4/1000.0] [batch_t 0.148 (0.158)] [data_t 0.003] [optim_t 0.145] [lr 0.000047] [CE 4.115 (4.164)] [KD 3.012 (2.954)] +2024-10-14 03:17:23,679 - Train: 95.24% [1191450/1251000] [952.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000047] [CE 4.258 (4.223)] [KD 2.920 (2.996)] +2024-10-14 03:17:31,304 - Train: 95.24% [1191500/1251000] [952.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000047] [CE 4.193 (4.202)] [KD 3.018 (2.971)] +2024-10-14 03:17:38,788 - Train: 95.25% [1191550/1251000] [952.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000047] [CE 3.798 (4.252)] [KD 2.682 (2.988)] +2024-10-14 03:17:46,406 - Train: 95.25% [1191600/1251000] [952.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000046] [CE 4.241 (4.206)] [KD 3.072 (2.983)] +2024-10-14 03:17:54,116 - Train: 95.26% [1191650/1251000] [952.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000046] [CE 4.098 (4.188)] [KD 2.811 (2.979)] +2024-10-14 03:18:01,592 - Train: 95.26% [1191700/1251000] [952.6/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000046] [CE 4.133 (4.206)] [KD 2.732 (2.977)] +2024-10-14 03:18:09,164 - Train: 95.26% [1191750/1251000] [952.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.000046] [CE 3.863 (4.200)] [KD 2.841 (2.983)] +2024-10-14 03:18:16,684 - Train: 95.27% [1191800/1251000] [952.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000046] [CE 4.185 (4.265)] [KD 3.110 (3.054)] +2024-10-14 03:18:24,519 - Train: 95.27% [1191850/1251000] [952.7/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000046] [CE 4.502 (4.149)] [KD 3.188 (2.955)] +2024-10-14 03:18:32,061 - Train: 95.28% [1191900/1251000] [952.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000046] [CE 4.337 (4.141)] [KD 2.933 (2.960)] +2024-10-14 03:18:39,731 - Train: 95.28% [1191950/1251000] [952.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000046] [CE 4.001 (4.164)] [KD 2.789 (2.963)] +2024-10-14 03:18:47,132 - Train: 95.28% [1192000/1251000] [952.8/1000.0] [batch_t 0.152 (0.148)] [data_t 0.006] [optim_t 0.146] [lr 0.000046] [CE 4.364 (4.256)] [KD 3.101 (3.044)] +2024-10-14 03:18:54,767 - Train: 95.29% [1192050/1251000] [952.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.006] [optim_t 0.145] [lr 0.000046] [CE 4.244 (4.224)] [KD 2.910 (3.000)] +2024-10-14 03:19:02,163 - Train: 95.29% [1192100/1251000] [952.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000046] [CE 4.263 (4.146)] [KD 3.118 (2.957)] +2024-10-14 03:19:09,775 - Train: 95.30% [1192150/1251000] [953.0/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000046] [CE 3.857 (4.171)] [KD 2.850 (2.966)] +2024-10-14 03:19:17,304 - Train: 95.30% [1192200/1251000] [953.0/1000.0] [batch_t 0.140 (0.150)] [data_t 0.003] [optim_t 0.138] [lr 0.000046] [CE 4.564 (4.249)] [KD 3.179 (3.036)] +2024-10-14 03:19:23,424 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 38001] [top5_cnt 46343] [top_all 50000] +2024-10-14 03:19:23,424 - net: 76.002 (92.686) +2024-10-14 03:19:29,099 - Test (net_E): 100.00% [50/50] [batch_t 0.027 (0.104)] [top1_cnt 38278] [top5_cnt 46466] [top_all 50000] +2024-10-14 03:19:29,100 - net_E: 76.556 (92.932) +2024-10-14 03:19:29,225 - Max [top1: 76.146 (epoch: 950)] [top1-ema: 76.616 (epoch: 949)] +2024-10-14 03:19:29,226 - ==> Total time: 2 days, 5:32:20 Eta: 2:38:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 03:19:39,258 - Train: 95.30% [1192250/1251000] [953.0/1000.0] [batch_t 0.148 (0.172)] [data_t 0.003] [optim_t 0.145] [lr 0.000046] [CE 3.959 (4.236)] [KD 2.746 (2.995)] +2024-10-14 03:19:46,660 - Train: 95.31% [1192300/1251000] [953.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.000046] [CE 4.366 (4.237)] [KD 3.160 (2.991)] +2024-10-14 03:19:54,167 - Train: 95.31% [1192350/1251000] [953.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000046] [CE 4.816 (4.210)] [KD 3.163 (2.978)] +2024-10-14 03:20:01,584 - Train: 95.32% [1192400/1251000] [953.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000046] [CE 3.765 (4.212)] [KD 2.668 (2.986)] +2024-10-14 03:20:09,316 - Train: 95.32% [1192450/1251000] [953.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000046] [CE 4.622 (4.230)] [KD 3.176 (2.992)] +2024-10-14 03:20:17,036 - Train: 95.32% [1192500/1251000] [953.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000046] [CE 3.833 (4.170)] [KD 2.751 (2.971)] +2024-10-14 03:20:24,463 - Train: 95.33% [1192550/1251000] [953.3/1000.0] [batch_t 0.154 (0.148)] [data_t 0.003] [optim_t 0.150] [lr 0.000046] [CE 3.703 (4.091)] [KD 2.662 (2.919)] +2024-10-14 03:20:32,012 - Train: 95.33% [1192600/1251000] [953.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000046] [CE 3.958 (4.183)] [KD 2.840 (2.962)] +2024-10-14 03:20:39,737 - Train: 95.34% [1192650/1251000] [953.4/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000046] [CE 3.895 (4.283)] [KD 2.525 (2.988)] +2024-10-14 03:20:47,267 - Train: 95.34% [1192700/1251000] [953.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000046] [CE 4.030 (4.190)] [KD 3.005 (2.996)] +2024-10-14 03:20:54,638 - Train: 95.34% [1192750/1251000] [953.4/1000.0] [batch_t 0.149 (0.147)] [data_t 0.007] [optim_t 0.142] [lr 0.000046] [CE 3.907 (4.183)] [KD 2.725 (2.972)] +2024-10-14 03:21:02,349 - Train: 95.35% [1192800/1251000] [953.5/1000.0] [batch_t 0.160 (0.154)] [data_t 0.006] [optim_t 0.154] [lr 0.000046] [CE 4.119 (4.167)] [KD 2.843 (2.984)] +2024-10-14 03:21:09,838 - Train: 95.35% [1192850/1251000] [953.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000046] [CE 4.132 (4.251)] [KD 2.996 (3.049)] +2024-10-14 03:21:17,647 - Train: 95.36% [1192900/1251000] [953.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000046] [CE 4.585 (4.201)] [KD 3.047 (2.983)] +2024-10-14 03:21:25,121 - Train: 95.36% [1192950/1251000] [953.6/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000046] [CE 3.581 (4.126)] [KD 2.597 (2.931)] +2024-10-14 03:21:32,650 - Train: 95.36% [1193000/1251000] [953.6/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.151] [lr 0.000046] [CE 4.501 (4.291)] [KD 2.936 (3.056)] +2024-10-14 03:21:40,067 - Train: 95.37% [1193050/1251000] [953.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.000046] [CE 3.921 (4.164)] [KD 2.934 (2.964)] +2024-10-14 03:21:47,808 - Train: 95.37% [1193100/1251000] [953.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000046] [CE 3.880 (4.176)] [KD 2.794 (2.995)] +2024-10-14 03:21:55,243 - Train: 95.38% [1193150/1251000] [953.8/1000.0] [batch_t 0.156 (0.149)] [data_t 0.005] [optim_t 0.151] [lr 0.000046] [CE 4.173 (4.196)] [KD 2.944 (2.964)] +2024-10-14 03:22:03,044 - Train: 95.38% [1193200/1251000] [953.8/1000.0] [batch_t 0.156 (0.156)] [data_t 0.004] [optim_t 0.153] [lr 0.000046] [CE 4.090 (4.182)] [KD 2.805 (2.966)] +2024-10-14 03:22:10,672 - Train: 95.38% [1193250/1251000] [953.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.000046] [CE 3.879 (4.141)] [KD 2.809 (2.964)] +2024-10-14 03:22:18,262 - Train: 95.39% [1193300/1251000] [953.9/1000.0] [batch_t 0.163 (0.152)] [data_t 0.003] [optim_t 0.160] [lr 0.000046] [CE 4.117 (4.144)] [KD 3.101 (2.971)] +2024-10-14 03:22:26,002 - Train: 95.39% [1193350/1251000] [953.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000046] [CE 4.364 (4.138)] [KD 3.029 (2.937)] +2024-10-14 03:22:33,526 - Train: 95.40% [1193400/1251000] [954.0/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000046] [CE 4.574 (4.157)] [KD 3.346 (2.985)] +2024-10-14 03:22:40,973 - Train: 95.40% [1193450/1251000] [954.0/1000.0] [batch_t 0.142 (0.149)] [data_t 0.002] [optim_t 0.140] [lr 0.000045] [CE 3.553 (4.145)] [KD 2.614 (2.967)] +2024-10-14 03:22:47,140 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38066] [top5_cnt 46345] [top_all 50000] +2024-10-14 03:22:47,140 - net: 76.132 (92.690) +2024-10-14 03:22:53,047 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38298] [top5_cnt 46474] [top_all 50000] +2024-10-14 03:22:53,048 - net_E: 76.596 (92.948) +2024-10-14 03:22:53,194 - Max [top1: 76.146 (epoch: 950)] [top1-ema: 76.616 (epoch: 949)] +2024-10-14 03:22:53,195 - ==> Total time: 2 days, 5:35:44 Eta: 2:35:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 03:23:02,444 - Train: 95.40% [1193500/1251000] [954.0/1000.0] [batch_t 0.147 (0.165)] [data_t 0.005] [optim_t 0.142] [lr 0.000045] [CE 4.160 (4.272)] [KD 2.906 (3.022)] +2024-10-14 03:23:09,866 - Train: 95.41% [1193550/1251000] [954.1/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000045] [CE 4.184 (4.236)] [KD 2.991 (2.990)] +2024-10-14 03:23:17,545 - Train: 95.41% [1193600/1251000] [954.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000045] [CE 4.275 (4.180)] [KD 2.970 (2.953)] +2024-10-14 03:23:24,935 - Train: 95.42% [1193650/1251000] [954.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000045] [CE 4.443 (4.206)] [KD 3.035 (2.984)] +2024-10-14 03:23:32,486 - Train: 95.42% [1193700/1251000] [954.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.006] [optim_t 0.147] [lr 0.000045] [CE 4.460 (4.216)] [KD 3.111 (3.004)] +2024-10-14 03:23:40,315 - Train: 95.42% [1193750/1251000] [954.2/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000045] [CE 4.578 (4.157)] [KD 3.175 (2.984)] +2024-10-14 03:23:47,788 - Train: 95.43% [1193800/1251000] [954.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000045] [CE 3.864 (4.134)] [KD 2.832 (2.956)] +2024-10-14 03:23:55,372 - Train: 95.43% [1193850/1251000] [954.3/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000045] [CE 4.497 (4.284)] [KD 3.241 (3.024)] +2024-10-14 03:24:03,152 - Train: 95.44% [1193900/1251000] [954.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000045] [CE 3.399 (4.270)] [KD 2.545 (3.049)] +2024-10-14 03:24:10,640 - Train: 95.44% [1193950/1251000] [954.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000045] [CE 4.437 (4.270)] [KD 3.127 (3.017)] +2024-10-14 03:24:18,406 - Train: 95.44% [1194000/1251000] [954.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.000045] [CE 4.295 (4.195)] [KD 2.865 (2.985)] +2024-10-14 03:24:25,883 - Train: 95.45% [1194050/1251000] [954.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000045] [CE 3.972 (4.268)] [KD 2.950 (3.022)] +2024-10-14 03:24:33,477 - Train: 95.45% [1194100/1251000] [954.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.000045] [CE 4.317 (4.243)] [KD 3.029 (3.014)] +2024-10-14 03:24:41,200 - Train: 95.46% [1194150/1251000] [954.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.007] [optim_t 0.144] [lr 0.000045] [CE 3.760 (4.200)] [KD 2.862 (2.974)] +2024-10-14 03:24:48,635 - Train: 95.46% [1194200/1251000] [954.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000045] [CE 4.292 (4.112)] [KD 2.872 (2.947)] +2024-10-14 03:24:56,124 - Train: 95.46% [1194250/1251000] [954.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000045] [CE 4.371 (4.261)] [KD 3.026 (3.020)] +2024-10-14 03:25:03,607 - Train: 95.47% [1194300/1251000] [954.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000045] [CE 4.148 (4.257)] [KD 2.971 (3.006)] +2024-10-14 03:25:11,402 - Train: 95.47% [1194350/1251000] [954.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000045] [CE 3.673 (4.222)] [KD 2.716 (3.007)] +2024-10-14 03:25:18,988 - Train: 95.48% [1194400/1251000] [954.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000045] [CE 4.028 (4.149)] [KD 2.841 (2.924)] +2024-10-14 03:25:26,589 - Train: 95.48% [1194450/1251000] [954.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000045] [CE 4.299 (4.175)] [KD 2.991 (2.970)] +2024-10-14 03:25:34,102 - Train: 95.48% [1194500/1251000] [954.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000045] [CE 4.272 (4.168)] [KD 2.960 (2.951)] +2024-10-14 03:25:41,835 - Train: 95.49% [1194550/1251000] [954.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000045] [CE 4.089 (4.202)] [KD 3.024 (2.981)] +2024-10-14 03:25:49,444 - Train: 95.49% [1194600/1251000] [954.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000045] [CE 4.555 (4.283)] [KD 3.177 (3.029)] +2024-10-14 03:25:56,907 - Train: 95.50% [1194650/1251000] [955.0/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000045] [CE 4.141 (4.205)] [KD 2.807 (2.966)] +2024-10-14 03:26:04,328 - Train: 95.50% [1194700/1251000] [955.0/1000.0] [batch_t 0.140 (0.148)] [data_t 0.005] [optim_t 0.134] [lr 0.000045] [CE 3.638 (4.277)] [KD 2.768 (3.063)] +2024-10-14 03:26:10,814 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.109)] [top1_cnt 38101] [top5_cnt 46396] [top_all 50000] +2024-10-14 03:26:10,815 - net: 76.202 (92.792) +2024-10-14 03:26:16,582 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38311] [top5_cnt 46477] [top_all 50000] +2024-10-14 03:26:16,582 - net_E: 76.622 (92.954) +2024-10-14 03:26:16,716 - Max [top1: 76.202 (epoch: 955)] [top1-ema: 76.622 (epoch: 955)] +2024-10-14 03:26:16,716 - ==> Total time: 2 days, 5:39:07 Eta: 2:31:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 03:26:28,426 - Train: 95.50% [1194750/1251000] [955.0/1000.0] [batch_t 0.148 (0.163)] [data_t 0.004] [optim_t 0.144] [lr 0.000045] [CE 3.876 (4.212)] [KD 2.856 (2.968)] +2024-10-14 03:26:35,837 - Train: 95.51% [1194800/1251000] [955.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000045] [CE 4.364 (4.135)] [KD 3.053 (2.944)] +2024-10-14 03:26:43,645 - Train: 95.51% [1194850/1251000] [955.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000045] [CE 4.559 (4.145)] [KD 3.180 (2.958)] +2024-10-14 03:26:51,042 - Train: 95.52% [1194900/1251000] [955.2/1000.0] [batch_t 0.153 (0.148)] [data_t 0.003] [optim_t 0.151] [lr 0.000045] [CE 4.227 (4.169)] [KD 3.027 (2.957)] +2024-10-14 03:26:58,456 - Train: 95.52% [1194950/1251000] [955.2/1000.0] [batch_t 0.157 (0.148)] [data_t 0.005] [optim_t 0.152] [lr 0.000045] [CE 3.680 (4.184)] [KD 2.699 (2.984)] +2024-10-14 03:27:06,265 - Train: 95.52% [1195000/1251000] [955.2/1000.0] [batch_t 0.147 (0.156)] [data_t 0.006] [optim_t 0.141] [lr 0.000045] [CE 4.042 (4.172)] [KD 2.933 (2.948)] +2024-10-14 03:27:13,704 - Train: 95.53% [1195050/1251000] [955.3/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000045] [CE 4.029 (4.189)] [KD 2.969 (3.017)] +2024-10-14 03:27:21,127 - Train: 95.53% [1195100/1251000] [955.3/1000.0] [batch_t 0.151 (0.148)] [data_t 0.007] [optim_t 0.144] [lr 0.000045] [CE 4.300 (4.183)] [KD 3.017 (2.948)] +2024-10-14 03:27:28,662 - Train: 95.54% [1195150/1251000] [955.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000045] [CE 4.377 (4.248)] [KD 2.948 (2.992)] +2024-10-14 03:27:36,300 - Train: 95.54% [1195200/1251000] [955.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000045] [CE 3.796 (4.257)] [KD 2.778 (3.038)] +2024-10-14 03:27:43,916 - Train: 95.54% [1195250/1251000] [955.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000045] [CE 4.167 (4.195)] [KD 2.932 (2.987)] +2024-10-14 03:27:51,307 - Train: 95.55% [1195300/1251000] [955.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000045] [CE 4.486 (4.146)] [KD 3.225 (2.954)] +2024-10-14 03:27:58,752 - Train: 95.55% [1195350/1251000] [955.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000044] [CE 3.912 (4.248)] [KD 2.946 (3.010)] +2024-10-14 03:28:06,364 - Train: 95.56% [1195400/1251000] [955.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000044] [CE 4.269 (4.203)] [KD 3.082 (2.994)] +2024-10-14 03:28:13,795 - Train: 95.56% [1195450/1251000] [955.6/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.000044] [CE 3.999 (4.118)] [KD 2.854 (2.937)] +2024-10-14 03:28:21,207 - Train: 95.56% [1195500/1251000] [955.6/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.146] [lr 0.000044] [CE 4.080 (4.166)] [KD 2.939 (2.983)] +2024-10-14 03:28:28,780 - Train: 95.57% [1195550/1251000] [955.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000044] [CE 4.175 (4.224)] [KD 2.910 (3.012)] +2024-10-14 03:28:36,328 - Train: 95.57% [1195600/1251000] [955.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000044] [CE 4.491 (4.178)] [KD 3.150 (2.937)] +2024-10-14 03:28:43,866 - Train: 95.58% [1195650/1251000] [955.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000044] [CE 4.858 (4.299)] [KD 3.340 (3.032)] +2024-10-14 03:28:51,475 - Train: 95.58% [1195700/1251000] [955.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000044] [CE 4.310 (4.180)] [KD 2.858 (2.957)] +2024-10-14 03:28:58,849 - Train: 95.58% [1195750/1251000] [955.8/1000.0] [batch_t 0.146 (0.147)] [data_t 0.002] [optim_t 0.144] [lr 0.000044] [CE 4.600 (4.297)] [KD 3.109 (3.034)] +2024-10-14 03:29:06,464 - Train: 95.59% [1195800/1251000] [955.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000044] [CE 3.935 (4.220)] [KD 2.949 (3.004)] +2024-10-14 03:29:14,047 - Train: 95.59% [1195850/1251000] [955.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000044] [CE 4.316 (4.195)] [KD 3.030 (2.958)] +2024-10-14 03:29:21,493 - Train: 95.60% [1195900/1251000] [956.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000044] [CE 4.297 (4.197)] [KD 2.895 (2.957)] +2024-10-14 03:29:28,817 - Train: 95.60% [1195950/1251000] [956.0/1000.0] [batch_t 0.138 (0.146)] [data_t 0.005] [optim_t 0.134] [lr 0.000044] [CE 4.644 (4.193)] [KD 3.100 (2.975)] +2024-10-14 03:29:35,434 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 38123] [top5_cnt 46411] [top_all 50000] +2024-10-14 03:29:35,434 - net: 76.246 (92.822) +2024-10-14 03:29:41,208 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38315] [top5_cnt 46460] [top_all 50000] +2024-10-14 03:29:41,209 - net_E: 76.630 (92.920) +2024-10-14 03:29:41,360 - Max [top1: 76.246 (epoch: 956)] [top1-ema: 76.630 (epoch: 956)] +2024-10-14 03:29:41,360 - ==> Total time: 2 days, 5:42:32 Eta: 2:28:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 03:29:52,047 - Train: 95.60% [1196000/1251000] [956.0/1000.0] [batch_t 0.145 (0.160)] [data_t 0.003] [optim_t 0.142] [lr 0.000044] [CE 4.001 (4.195)] [KD 2.999 (2.956)] +2024-10-14 03:29:59,897 - Train: 95.61% [1196050/1251000] [956.1/1000.0] [batch_t 0.147 (0.157)] [data_t 0.006] [optim_t 0.141] [lr 0.000044] [CE 4.448 (4.297)] [KD 3.147 (3.039)] +2024-10-14 03:30:07,423 - Train: 95.61% [1196100/1251000] [956.1/1000.0] [batch_t 0.158 (0.150)] [data_t 0.005] [optim_t 0.153] [lr 0.000044] [CE 4.466 (4.185)] [KD 3.040 (2.941)] +2024-10-14 03:30:15,055 - Train: 95.62% [1196150/1251000] [956.2/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.000044] [CE 4.627 (4.259)] [KD 3.120 (3.007)] +2024-10-14 03:30:22,462 - Train: 95.62% [1196200/1251000] [956.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000044] [CE 3.839 (4.170)] [KD 2.909 (2.945)] +2024-10-14 03:30:29,976 - Train: 95.62% [1196250/1251000] [956.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000044] [CE 4.095 (4.174)] [KD 2.950 (2.984)] +2024-10-14 03:30:37,471 - Train: 95.63% [1196300/1251000] [956.3/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000044] [CE 4.593 (4.181)] [KD 3.209 (2.958)] +2024-10-14 03:30:45,103 - Train: 95.63% [1196350/1251000] [956.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.007] [optim_t 0.141] [lr 0.000044] [CE 4.361 (4.288)] [KD 3.000 (3.042)] +2024-10-14 03:30:52,749 - Train: 95.64% [1196400/1251000] [956.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000044] [CE 4.177 (4.219)] [KD 3.036 (2.997)] +2024-10-14 03:31:00,151 - Train: 95.64% [1196450/1251000] [956.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.003] [optim_t 0.147] [lr 0.000044] [CE 4.230 (4.159)] [KD 2.851 (2.942)] +2024-10-14 03:31:07,578 - Train: 95.64% [1196500/1251000] [956.4/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000044] [CE 4.541 (4.243)] [KD 3.192 (3.015)] +2024-10-14 03:31:15,066 - Train: 95.65% [1196550/1251000] [956.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000044] [CE 4.485 (4.235)] [KD 3.214 (2.992)] +2024-10-14 03:31:22,773 - Train: 95.65% [1196600/1251000] [956.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000044] [CE 5.074 (4.274)] [KD 3.477 (3.003)] +2024-10-14 03:31:30,362 - Train: 95.66% [1196650/1251000] [956.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000044] [CE 4.273 (4.173)] [KD 3.069 (2.945)] +2024-10-14 03:31:37,875 - Train: 95.66% [1196700/1251000] [956.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000044] [CE 4.176 (4.191)] [KD 2.930 (2.961)] +2024-10-14 03:31:45,287 - Train: 95.66% [1196750/1251000] [956.6/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.000044] [CE 4.258 (4.215)] [KD 3.062 (2.971)] +2024-10-14 03:31:52,796 - Train: 95.67% [1196800/1251000] [956.7/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000044] [CE 4.330 (4.258)] [KD 3.206 (2.972)] +2024-10-14 03:32:00,428 - Train: 95.67% [1196850/1251000] [956.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000044] [CE 4.322 (4.233)] [KD 3.075 (2.995)] +2024-10-14 03:32:07,904 - Train: 95.68% [1196900/1251000] [956.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.141] [lr 0.000044] [CE 4.133 (4.214)] [KD 2.866 (2.992)] +2024-10-14 03:32:15,528 - Train: 95.68% [1196950/1251000] [956.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000044] [CE 4.082 (4.196)] [KD 2.780 (2.964)] +2024-10-14 03:32:23,464 - Train: 95.68% [1197000/1251000] [956.8/1000.0] [batch_t 0.155 (0.159)] [data_t 0.003] [optim_t 0.152] [lr 0.000044] [CE 4.132 (4.190)] [KD 3.051 (2.983)] +2024-10-14 03:32:30,931 - Train: 95.69% [1197050/1251000] [956.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000044] [CE 4.286 (4.194)] [KD 3.041 (2.951)] +2024-10-14 03:32:38,559 - Train: 95.69% [1197100/1251000] [956.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000044] [CE 4.291 (4.227)] [KD 2.987 (3.010)] +2024-10-14 03:32:46,109 - Train: 95.70% [1197150/1251000] [957.0/1000.0] [batch_t 0.152 (0.151)] [data_t 0.008] [optim_t 0.144] [lr 0.000044] [CE 4.443 (4.224)] [KD 3.121 (3.004)] +2024-10-14 03:32:53,666 - Train: 95.70% [1197200/1251000] [957.0/1000.0] [batch_t 0.138 (0.151)] [data_t 0.003] [optim_t 0.135] [lr 0.000044] [CE 3.995 (4.178)] [KD 2.901 (2.964)] +2024-10-14 03:33:00,313 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 38068] [top5_cnt 46345] [top_all 50000] +2024-10-14 03:33:00,313 - net: 76.136 (92.690) +2024-10-14 03:33:06,046 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 38311] [top5_cnt 46494] [top_all 50000] +2024-10-14 03:33:06,046 - net_E: 76.622 (92.988) +2024-10-14 03:33:06,210 - Max [top1: 76.246 (epoch: 956)] [top1-ema: 76.630 (epoch: 956)] +2024-10-14 03:33:06,211 - ==> Total time: 2 days, 5:45:57 Eta: 2:24:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 03:33:14,881 - Train: 95.70% [1197250/1251000] [957.0/1000.0] [batch_t 0.148 (0.163)] [data_t 0.003] [optim_t 0.145] [lr 0.000044] [CE 4.418 (4.200)] [KD 2.829 (2.955)] +2024-10-14 03:33:22,331 - Train: 95.71% [1197300/1251000] [957.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000043] [CE 3.964 (4.208)] [KD 2.918 (2.978)] +2024-10-14 03:33:29,753 - Train: 95.71% [1197350/1251000] [957.1/1000.0] [batch_t 0.150 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.000043] [CE 4.052 (4.198)] [KD 2.869 (2.950)] +2024-10-14 03:33:37,353 - Train: 95.72% [1197400/1251000] [957.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000043] [CE 4.272 (4.141)] [KD 3.099 (2.939)] +2024-10-14 03:33:45,067 - Train: 95.72% [1197450/1251000] [957.2/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000043] [CE 3.949 (4.183)] [KD 2.990 (2.976)] +2024-10-14 03:33:52,647 - Train: 95.72% [1197500/1251000] [957.2/1000.0] [batch_t 0.290 (0.151)] [data_t 0.005] [optim_t 0.285] [lr 0.000043] [CE 4.059 (4.152)] [KD 2.866 (2.924)] +2024-10-14 03:34:00,302 - Train: 95.73% [1197550/1251000] [957.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000043] [CE 4.059 (4.161)] [KD 2.950 (2.944)] +2024-10-14 03:34:07,986 - Train: 95.73% [1197600/1251000] [957.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000043] [CE 4.060 (4.236)] [KD 2.963 (3.006)] +2024-10-14 03:34:15,548 - Train: 95.74% [1197650/1251000] [957.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000043] [CE 4.577 (4.194)] [KD 3.394 (2.976)] +2024-10-14 03:34:22,979 - Train: 95.74% [1197700/1251000] [957.4/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000043] [CE 4.668 (4.235)] [KD 3.272 (2.995)] +2024-10-14 03:34:30,534 - Train: 95.74% [1197750/1251000] [957.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000043] [CE 3.699 (4.214)] [KD 2.628 (2.985)] +2024-10-14 03:34:38,344 - Train: 95.75% [1197800/1251000] [957.5/1000.0] [batch_t 0.156 (0.156)] [data_t 0.005] [optim_t 0.151] [lr 0.000043] [CE 4.126 (4.188)] [KD 2.886 (2.985)] +2024-10-14 03:34:45,807 - Train: 95.75% [1197850/1251000] [957.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000043] [CE 4.143 (4.209)] [KD 2.942 (2.989)] +2024-10-14 03:34:53,231 - Train: 95.76% [1197900/1251000] [957.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000043] [CE 4.388 (4.242)] [KD 3.225 (2.996)] +2024-10-14 03:35:00,867 - Train: 95.76% [1197950/1251000] [957.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000043] [CE 4.584 (4.180)] [KD 2.919 (2.938)] +2024-10-14 03:35:08,436 - Train: 95.76% [1198000/1251000] [957.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000043] [CE 4.237 (4.212)] [KD 2.807 (2.966)] +2024-10-14 03:35:15,857 - Train: 95.77% [1198050/1251000] [957.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000043] [CE 3.388 (4.242)] [KD 2.593 (2.978)] +2024-10-14 03:35:23,638 - Train: 95.77% [1198100/1251000] [957.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.000043] [CE 4.218 (4.157)] [KD 2.933 (2.957)] +2024-10-14 03:35:31,161 - Train: 95.78% [1198150/1251000] [957.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000043] [CE 4.254 (4.226)] [KD 3.254 (2.976)] +2024-10-14 03:35:38,534 - Train: 95.78% [1198200/1251000] [957.8/1000.0] [batch_t 0.147 (0.147)] [data_t 0.003] [optim_t 0.144] [lr 0.000043] [CE 4.052 (4.259)] [KD 3.042 (3.013)] +2024-10-14 03:35:46,047 - Train: 95.78% [1198250/1251000] [957.8/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.000043] [CE 4.027 (4.185)] [KD 2.916 (2.939)] +2024-10-14 03:35:53,668 - Train: 95.79% [1198300/1251000] [957.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000043] [CE 4.020 (4.282)] [KD 2.749 (2.999)] +2024-10-14 03:36:01,224 - Train: 95.79% [1198350/1251000] [957.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000043] [CE 4.335 (4.177)] [KD 3.082 (2.982)] +2024-10-14 03:36:08,988 - Train: 95.80% [1198400/1251000] [958.0/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000043] [CE 4.180 (4.239)] [KD 3.018 (2.988)] +2024-10-14 03:36:16,615 - Train: 95.80% [1198450/1251000] [958.0/1000.0] [batch_t 0.138 (0.152)] [data_t 0.004] [optim_t 0.134] [lr 0.000043] [CE 4.928 (4.244)] [KD 3.436 (3.026)] +2024-10-14 03:36:23,344 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38084] [top5_cnt 46367] [top_all 50000] +2024-10-14 03:36:23,345 - net: 76.168 (92.734) +2024-10-14 03:36:29,392 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 38296] [top5_cnt 46499] [top_all 50000] +2024-10-14 03:36:29,393 - net_E: 76.592 (92.998) +2024-10-14 03:36:29,530 - Max [top1: 76.246 (epoch: 956)] [top1-ema: 76.630 (epoch: 956)] +2024-10-14 03:36:29,531 - ==> Total time: 2 days, 5:49:20 Eta: 2:21:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 03:36:38,144 - Train: 95.80% [1198500/1251000] [958.0/1000.0] [batch_t 0.156 (0.160)] [data_t 0.007] [optim_t 0.149] [lr 0.000043] [CE 4.723 (4.179)] [KD 3.234 (2.975)] +2024-10-14 03:36:45,728 - Train: 95.81% [1198550/1251000] [958.1/1000.0] [batch_t 0.160 (0.152)] [data_t 0.005] [optim_t 0.155] [lr 0.000043] [CE 4.003 (4.280)] [KD 2.817 (3.033)] +2024-10-14 03:36:53,440 - Train: 95.81% [1198600/1251000] [958.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000043] [CE 4.429 (4.222)] [KD 3.201 (2.983)] +2024-10-14 03:37:01,020 - Train: 95.82% [1198650/1251000] [958.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000043] [CE 4.497 (4.217)] [KD 3.152 (2.975)] +2024-10-14 03:37:08,612 - Train: 95.82% [1198700/1251000] [958.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.000043] [CE 4.450 (4.213)] [KD 3.286 (2.990)] +2024-10-14 03:37:15,955 - Train: 95.82% [1198750/1251000] [958.2/1000.0] [batch_t 0.146 (0.147)] [data_t 0.006] [optim_t 0.140] [lr 0.000043] [CE 4.086 (4.191)] [KD 2.752 (2.969)] +2024-10-14 03:37:23,534 - Train: 95.83% [1198800/1251000] [958.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000043] [CE 4.573 (4.166)] [KD 3.171 (2.979)] +2024-10-14 03:37:31,317 - Train: 95.83% [1198850/1251000] [958.3/1000.0] [batch_t 0.144 (0.156)] [data_t 0.005] [optim_t 0.140] [lr 0.000043] [CE 4.224 (4.216)] [KD 2.804 (2.977)] +2024-10-14 03:37:38,823 - Train: 95.84% [1198900/1251000] [958.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000043] [CE 4.235 (4.205)] [KD 2.985 (3.006)] +2024-10-14 03:37:46,364 - Train: 95.84% [1198950/1251000] [958.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000043] [CE 3.925 (4.275)] [KD 2.736 (3.004)] +2024-10-14 03:37:53,868 - Train: 95.84% [1199000/1251000] [958.4/1000.0] [batch_t 0.159 (0.150)] [data_t 0.005] [optim_t 0.154] [lr 0.000043] [CE 4.468 (4.184)] [KD 3.374 (2.976)] +2024-10-14 03:38:01,300 - Train: 95.85% [1199050/1251000] [958.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.000043] [CE 4.477 (4.173)] [KD 3.140 (2.963)] +2024-10-14 03:38:09,041 - Train: 95.85% [1199100/1251000] [958.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000043] [CE 4.655 (4.313)] [KD 3.181 (3.036)] +2024-10-14 03:38:16,482 - Train: 95.86% [1199150/1251000] [958.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000043] [CE 3.779 (4.180)] [KD 2.715 (2.970)] +2024-10-14 03:38:24,062 - Train: 95.86% [1199200/1251000] [958.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000043] [CE 4.222 (4.209)] [KD 3.093 (2.968)] +2024-10-14 03:38:31,727 - Train: 95.86% [1199250/1251000] [958.6/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000043] [CE 4.131 (4.190)] [KD 2.912 (2.956)] +2024-10-14 03:38:39,252 - Train: 95.87% [1199300/1251000] [958.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000042] [CE 3.987 (4.159)] [KD 2.932 (2.956)] +2024-10-14 03:38:46,855 - Train: 95.87% [1199350/1251000] [958.7/1000.0] [batch_t 0.145 (0.152)] [data_t 0.006] [optim_t 0.139] [lr 0.000042] [CE 4.594 (4.244)] [KD 3.372 (2.965)] +2024-10-14 03:38:54,482 - Train: 95.88% [1199400/1251000] [958.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000042] [CE 3.765 (4.141)] [KD 2.776 (2.944)] +2024-10-14 03:39:01,916 - Train: 95.88% [1199450/1251000] [958.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000042] [CE 4.196 (4.125)] [KD 2.876 (2.928)] +2024-10-14 03:39:09,608 - Train: 95.88% [1199500/1251000] [958.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000042] [CE 4.290 (4.209)] [KD 3.052 (2.979)] +2024-10-14 03:39:17,156 - Train: 95.89% [1199550/1251000] [958.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000042] [CE 4.858 (4.200)] [KD 3.357 (2.968)] +2024-10-14 03:39:24,596 - Train: 95.89% [1199600/1251000] [958.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.007] [optim_t 0.141] [lr 0.000042] [CE 4.375 (4.239)] [KD 3.011 (2.960)] +2024-10-14 03:39:32,199 - Train: 95.90% [1199650/1251000] [959.0/1000.0] [batch_t 0.158 (0.152)] [data_t 0.003] [optim_t 0.155] [lr 0.000042] [CE 3.932 (4.198)] [KD 2.915 (2.970)] +2024-10-14 03:39:39,777 - Train: 95.90% [1199700/1251000] [959.0/1000.0] [batch_t 0.138 (0.151)] [data_t 0.005] [optim_t 0.134] [lr 0.000042] [CE 5.051 (4.214)] [KD 3.732 (2.965)] +2024-10-14 03:39:46,790 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 38031] [top5_cnt 46372] [top_all 50000] +2024-10-14 03:39:46,791 - net: 76.062 (92.744) +2024-10-14 03:39:52,680 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38284] [top5_cnt 46502] [top_all 50000] +2024-10-14 03:39:52,680 - net_E: 76.568 (93.004) +2024-10-14 03:39:52,837 - Max [top1: 76.246 (epoch: 956)] [top1-ema: 76.630 (epoch: 956)] +2024-10-14 03:39:52,838 - ==> Total time: 2 days, 5:52:43 Eta: 2:18:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 03:40:01,149 - Train: 95.90% [1199750/1251000] [959.0/1000.0] [batch_t 0.145 (0.164)] [data_t 0.004] [optim_t 0.141] [lr 0.000042] [CE 4.582 (4.136)] [KD 3.092 (2.938)] +2024-10-14 03:40:08,751 - Train: 95.91% [1199800/1251000] [959.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000042] [CE 4.336 (4.158)] [KD 2.843 (2.952)] +2024-10-14 03:40:16,426 - Train: 95.91% [1199850/1251000] [959.1/1000.0] [batch_t 0.163 (0.153)] [data_t 0.005] [optim_t 0.159] [lr 0.000042] [CE 4.019 (4.228)] [KD 2.883 (3.010)] +2024-10-14 03:40:24,218 - Train: 95.92% [1199900/1251000] [959.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.000042] [CE 4.649 (4.266)] [KD 3.245 (3.008)] +2024-10-14 03:40:31,657 - Train: 95.92% [1199950/1251000] [959.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000042] [CE 4.382 (4.271)] [KD 3.222 (2.981)] +2024-10-14 03:40:39,076 - Train: 95.92% [1200000/1251000] [959.2/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000042] [CE 4.311 (4.205)] [KD 3.019 (2.974)] +2024-10-14 03:40:46,709 - Train: 95.93% [1200050/1251000] [959.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000042] [CE 4.831 (4.253)] [KD 3.316 (3.002)] +2024-10-14 03:40:54,383 - Train: 95.93% [1200100/1251000] [959.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000042] [CE 4.508 (4.154)] [KD 3.228 (2.933)] +2024-10-14 03:41:02,077 - Train: 95.94% [1200150/1251000] [959.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000042] [CE 3.899 (4.157)] [KD 2.666 (2.934)] +2024-10-14 03:41:09,660 - Train: 95.94% [1200200/1251000] [959.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000042] [CE 4.563 (4.229)] [KD 3.214 (3.011)] +2024-10-14 03:41:17,198 - Train: 95.94% [1200250/1251000] [959.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000042] [CE 3.976 (4.156)] [KD 2.881 (2.939)] +2024-10-14 03:41:24,726 - Train: 95.95% [1200300/1251000] [959.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000042] [CE 4.581 (4.191)] [KD 3.300 (2.961)] +2024-10-14 03:41:32,142 - Train: 95.95% [1200350/1251000] [959.5/1000.0] [batch_t 0.155 (0.148)] [data_t 0.004] [optim_t 0.151] [lr 0.000042] [CE 4.827 (4.217)] [KD 3.317 (2.966)] +2024-10-14 03:41:39,743 - Train: 95.96% [1200400/1251000] [959.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000042] [CE 3.966 (4.244)] [KD 2.898 (3.013)] +2024-10-14 03:41:47,328 - Train: 95.96% [1200450/1251000] [959.6/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.152] [lr 0.000042] [CE 4.406 (4.195)] [KD 2.946 (2.972)] +2024-10-14 03:41:55,013 - Train: 95.96% [1200500/1251000] [959.6/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000042] [CE 3.801 (4.185)] [KD 2.811 (2.943)] +2024-10-14 03:42:02,544 - Train: 95.97% [1200550/1251000] [959.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000042] [CE 4.205 (4.141)] [KD 2.912 (2.938)] +2024-10-14 03:42:09,993 - Train: 95.97% [1200600/1251000] [959.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000042] [CE 3.895 (4.127)] [KD 2.645 (2.922)] +2024-10-14 03:42:17,481 - Train: 95.98% [1200650/1251000] [959.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000042] [CE 4.266 (4.136)] [KD 2.919 (2.901)] +2024-10-14 03:42:25,152 - Train: 95.98% [1200700/1251000] [959.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000042] [CE 4.359 (4.239)] [KD 3.235 (2.969)] +2024-10-14 03:42:32,651 - Train: 95.98% [1200750/1251000] [959.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000042] [CE 4.482 (4.215)] [KD 3.232 (2.976)] +2024-10-14 03:42:40,265 - Train: 95.99% [1200800/1251000] [959.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.000042] [CE 4.401 (4.188)] [KD 3.192 (2.978)] +2024-10-14 03:42:47,843 - Train: 95.99% [1200850/1251000] [959.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000042] [CE 4.284 (4.150)] [KD 2.987 (2.938)] +2024-10-14 03:42:55,482 - Train: 96.00% [1200900/1251000] [960.0/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.000042] [CE 4.078 (4.227)] [KD 2.967 (2.999)] +2024-10-14 03:43:02,886 - Train: 96.00% [1200950/1251000] [960.0/1000.0] [batch_t 0.140 (0.148)] [data_t 0.004] [optim_t 0.135] [lr 0.000042] [CE 3.988 (4.238)] [KD 2.829 (2.986)] +2024-10-14 03:43:10,054 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 38047] [top5_cnt 46413] [top_all 50000] +2024-10-14 03:43:10,055 - net: 76.094 (92.826) +2024-10-14 03:43:15,837 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 38318] [top5_cnt 46512] [top_all 50000] +2024-10-14 03:43:15,837 - net_E: 76.636 (93.024) +2024-10-14 03:43:15,988 - Max [top1: 76.246 (epoch: 956)] [top1-ema: 76.636 (epoch: 960)] +2024-10-14 03:43:15,988 - ==> Total time: 2 days, 5:56:07 Eta: 2:14:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 03:43:27,437 - Train: 96.00% [1201000/1251000] [960.0/1000.0] [batch_t 0.149 (0.169)] [data_t 0.005] [optim_t 0.145] [lr 0.000042] [CE 4.295 (4.291)] [KD 3.259 (3.011)] +2024-10-14 03:43:35,009 - Train: 96.01% [1201050/1251000] [960.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000042] [CE 3.876 (4.240)] [KD 2.623 (2.987)] +2024-10-14 03:43:42,576 - Train: 96.01% [1201100/1251000] [960.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000042] [CE 4.295 (4.214)] [KD 2.985 (2.984)] +2024-10-14 03:43:50,019 - Train: 96.02% [1201150/1251000] [960.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000042] [CE 4.293 (4.212)] [KD 3.070 (2.961)] +2024-10-14 03:43:57,754 - Train: 96.02% [1201200/1251000] [960.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000042] [CE 4.360 (4.246)] [KD 2.789 (2.956)] +2024-10-14 03:44:05,412 - Train: 96.02% [1201250/1251000] [960.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.007] [optim_t 0.141] [lr 0.000042] [CE 4.756 (4.180)] [KD 3.421 (2.952)] +2024-10-14 03:44:12,838 - Train: 96.03% [1201300/1251000] [960.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000042] [CE 3.694 (4.239)] [KD 2.571 (2.974)] +2024-10-14 03:44:20,537 - Train: 96.03% [1201350/1251000] [960.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000042] [CE 3.825 (4.094)] [KD 2.714 (2.926)] +2024-10-14 03:44:28,306 - Train: 96.04% [1201400/1251000] [960.4/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.000042] [CE 4.066 (4.146)] [KD 2.809 (2.938)] +2024-10-14 03:44:35,738 - Train: 96.04% [1201450/1251000] [960.4/1000.0] [batch_t 0.155 (0.149)] [data_t 0.005] [optim_t 0.150] [lr 0.000041] [CE 3.412 (4.232)] [KD 2.462 (2.985)] +2024-10-14 03:44:43,283 - Train: 96.04% [1201500/1251000] [960.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000041] [CE 4.220 (4.186)] [KD 2.757 (2.979)] +2024-10-14 03:44:50,760 - Train: 96.05% [1201550/1251000] [960.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000041] [CE 4.716 (4.195)] [KD 3.428 (2.952)] +2024-10-14 03:44:58,327 - Train: 96.05% [1201600/1251000] [960.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000041] [CE 3.724 (4.215)] [KD 2.824 (2.987)] +2024-10-14 03:45:06,175 - Train: 96.06% [1201650/1251000] [960.6/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000041] [CE 4.644 (4.219)] [KD 3.101 (2.987)] +2024-10-14 03:45:13,695 - Train: 96.06% [1201700/1251000] [960.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000041] [CE 3.828 (4.206)] [KD 2.602 (2.961)] +2024-10-14 03:45:21,123 - Train: 96.06% [1201750/1251000] [960.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000041] [CE 3.813 (4.188)] [KD 2.761 (2.975)] +2024-10-14 03:45:28,572 - Train: 96.07% [1201800/1251000] [960.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000041] [CE 4.347 (4.176)] [KD 3.010 (2.933)] +2024-10-14 03:45:36,327 - Train: 96.07% [1201850/1251000] [960.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.000041] [CE 4.257 (4.258)] [KD 2.984 (2.991)] +2024-10-14 03:45:43,843 - Train: 96.08% [1201900/1251000] [960.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000041] [CE 4.376 (4.102)] [KD 2.988 (2.903)] +2024-10-14 03:45:51,575 - Train: 96.08% [1201950/1251000] [960.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000041] [CE 4.248 (4.141)] [KD 2.928 (2.953)] +2024-10-14 03:45:59,139 - Train: 96.08% [1202000/1251000] [960.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000041] [CE 4.114 (4.254)] [KD 3.000 (3.014)] +2024-10-14 03:46:06,840 - Train: 96.09% [1202050/1251000] [960.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000041] [CE 4.596 (4.213)] [KD 3.175 (2.973)] +2024-10-14 03:46:14,413 - Train: 96.09% [1202100/1251000] [960.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000041] [CE 4.364 (4.154)] [KD 3.010 (2.945)] +2024-10-14 03:46:21,853 - Train: 96.10% [1202150/1251000] [961.0/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000041] [CE 4.582 (4.141)] [KD 3.278 (2.928)] +2024-10-14 03:46:29,361 - Train: 96.10% [1202200/1251000] [961.0/1000.0] [batch_t 0.138 (0.150)] [data_t 0.004] [optim_t 0.134] [lr 0.000041] [CE 3.964 (4.229)] [KD 2.957 (2.984)] +2024-10-14 03:46:36,665 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 38168] [top5_cnt 46442] [top_all 50000] +2024-10-14 03:46:36,666 - net: 76.336 (92.884) +2024-10-14 03:46:42,656 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.110)] [top1_cnt 38339] [top5_cnt 46507] [top_all 50000] +2024-10-14 03:46:42,657 - net_E: 76.678 (93.014) +2024-10-14 03:46:42,757 - Max [top1: 76.336 (epoch: 961)] [top1-ema: 76.678 (epoch: 961)] +2024-10-14 03:46:42,757 - ==> Total time: 2 days, 5:59:33 Eta: 2:11:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 03:46:52,665 - Train: 96.10% [1202250/1251000] [961.0/1000.0] [batch_t 0.146 (0.167)] [data_t 0.006] [optim_t 0.140] [lr 0.000041] [CE 4.702 (4.240)] [KD 3.129 (3.007)] +2024-10-14 03:47:00,079 - Train: 96.11% [1202300/1251000] [961.1/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.149] [lr 0.000041] [CE 4.068 (4.257)] [KD 2.945 (2.986)] +2024-10-14 03:47:07,701 - Train: 96.11% [1202350/1251000] [961.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000041] [CE 3.852 (4.177)] [KD 2.829 (2.989)] +2024-10-14 03:47:15,358 - Train: 96.12% [1202400/1251000] [961.2/1000.0] [batch_t 0.271 (0.153)] [data_t 0.005] [optim_t 0.266] [lr 0.000041] [CE 4.677 (4.203)] [KD 3.222 (2.970)] +2024-10-14 03:47:22,911 - Train: 96.12% [1202450/1251000] [961.2/1000.0] [batch_t 0.141 (0.151)] [data_t 0.003] [optim_t 0.138] [lr 0.000041] [CE 4.273 (4.223)] [KD 2.965 (2.981)] +2024-10-14 03:47:30,552 - Train: 96.12% [1202500/1251000] [961.2/1000.0] [batch_t 0.272 (0.153)] [data_t 0.005] [optim_t 0.266] [lr 0.000041] [CE 3.958 (4.179)] [KD 2.678 (2.950)] +2024-10-14 03:47:37,982 - Train: 96.13% [1202550/1251000] [961.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.000041] [CE 4.621 (4.200)] [KD 3.164 (2.972)] +2024-10-14 03:47:45,500 - Train: 96.13% [1202600/1251000] [961.3/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.000041] [CE 4.012 (4.220)] [KD 2.905 (2.985)] +2024-10-14 03:47:52,867 - Train: 96.14% [1202650/1251000] [961.4/1000.0] [batch_t 0.149 (0.147)] [data_t 0.008] [optim_t 0.141] [lr 0.000041] [CE 4.494 (4.157)] [KD 3.296 (2.931)] +2024-10-14 03:48:00,622 - Train: 96.14% [1202700/1251000] [961.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000041] [CE 4.341 (4.141)] [KD 2.958 (2.926)] +2024-10-14 03:48:08,287 - Train: 96.14% [1202750/1251000] [961.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000041] [CE 4.526 (4.236)] [KD 3.255 (2.965)] +2024-10-14 03:48:16,081 - Train: 96.15% [1202800/1251000] [961.5/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000041] [CE 4.261 (4.184)] [KD 3.050 (2.942)] +2024-10-14 03:48:23,493 - Train: 96.15% [1202850/1251000] [961.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000041] [CE 4.142 (4.205)] [KD 3.057 (2.965)] +2024-10-14 03:48:31,123 - Train: 96.16% [1202900/1251000] [961.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.000041] [CE 4.615 (4.130)] [KD 3.066 (2.932)] +2024-10-14 03:48:38,666 - Train: 96.16% [1202950/1251000] [961.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000041] [CE 3.968 (4.186)] [KD 2.769 (2.954)] +2024-10-14 03:48:46,283 - Train: 96.16% [1203000/1251000] [961.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000041] [CE 4.076 (4.156)] [KD 2.795 (2.925)] +2024-10-14 03:48:53,937 - Train: 96.17% [1203050/1251000] [961.7/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000041] [CE 4.458 (4.128)] [KD 3.045 (2.927)] +2024-10-14 03:49:01,555 - Train: 96.17% [1203100/1251000] [961.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.008] [optim_t 0.143] [lr 0.000041] [CE 4.527 (4.098)] [KD 3.209 (2.917)] +2024-10-14 03:49:09,179 - Train: 96.18% [1203150/1251000] [961.8/1000.0] [batch_t 0.159 (0.152)] [data_t 0.004] [optim_t 0.154] [lr 0.000041] [CE 3.792 (4.165)] [KD 2.620 (2.935)] +2024-10-14 03:49:16,889 - Train: 96.18% [1203200/1251000] [961.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000041] [CE 4.275 (4.144)] [KD 2.912 (2.956)] +2024-10-14 03:49:24,454 - Train: 96.18% [1203250/1251000] [961.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000041] [CE 4.457 (4.200)] [KD 3.070 (2.986)] +2024-10-14 03:49:32,019 - Train: 96.19% [1203300/1251000] [961.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000041] [CE 4.165 (4.163)] [KD 2.707 (2.942)] +2024-10-14 03:49:39,708 - Train: 96.19% [1203350/1251000] [961.9/1000.0] [batch_t 0.156 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.000041] [CE 3.833 (4.152)] [KD 2.824 (2.950)] +2024-10-14 03:49:47,233 - Train: 96.20% [1203400/1251000] [962.0/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000041] [CE 4.271 (4.098)] [KD 3.052 (2.888)] +2024-10-14 03:49:54,775 - Train: 96.20% [1203450/1251000] [962.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000041] [CE 4.055 (4.245)] [KD 3.057 (2.983)] +2024-10-14 03:50:02,145 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 38133] [top5_cnt 46434] [top_all 50000] +2024-10-14 03:50:02,145 - net: 76.266 (92.868) +2024-10-14 03:50:08,107 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.104)] [top1_cnt 38330] [top5_cnt 46511] [top_all 50000] +2024-10-14 03:50:08,108 - net_E: 76.660 (93.022) +2024-10-14 03:50:08,224 - Max [top1: 76.336 (epoch: 961)] [top1-ema: 76.678 (epoch: 961)] +2024-10-14 03:50:08,225 - ==> Total time: 2 days, 6:02:59 Eta: 2:08:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 03:50:16,385 - Train: 96.20% [1203500/1251000] [962.0/1000.0] [batch_t 0.270 (0.165)] [data_t 0.005] [optim_t 0.264] [lr 0.000041] [CE 4.175 (4.230)] [KD 2.901 (2.983)] +2024-10-14 03:50:23,889 - Train: 96.21% [1203550/1251000] [962.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000041] [CE 4.365 (4.217)] [KD 2.853 (2.971)] +2024-10-14 03:50:31,436 - Train: 96.21% [1203600/1251000] [962.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000041] [CE 4.342 (4.206)] [KD 3.048 (2.955)] +2024-10-14 03:50:38,948 - Train: 96.22% [1203650/1251000] [962.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000040] [CE 4.045 (4.207)] [KD 2.838 (2.950)] +2024-10-14 03:50:46,485 - Train: 96.22% [1203700/1251000] [962.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000040] [CE 3.902 (4.239)] [KD 2.771 (2.976)] +2024-10-14 03:50:53,839 - Train: 96.22% [1203750/1251000] [962.2/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.000040] [CE 3.932 (4.150)] [KD 2.736 (2.903)] +2024-10-14 03:51:01,475 - Train: 96.23% [1203800/1251000] [962.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000040] [CE 4.277 (4.194)] [KD 2.925 (2.951)] +2024-10-14 03:51:09,122 - Train: 96.23% [1203850/1251000] [962.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000040] [CE 4.609 (4.204)] [KD 3.056 (2.976)] +2024-10-14 03:51:16,542 - Train: 96.24% [1203900/1251000] [962.4/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000040] [CE 4.165 (4.229)] [KD 2.766 (2.962)] +2024-10-14 03:51:24,168 - Train: 96.24% [1203950/1251000] [962.4/1000.0] [batch_t 0.272 (0.152)] [data_t 0.005] [optim_t 0.267] [lr 0.000040] [CE 4.491 (4.207)] [KD 3.262 (2.959)] +2024-10-14 03:51:31,669 - Train: 96.24% [1204000/1251000] [962.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000040] [CE 4.083 (4.178)] [KD 2.766 (2.955)] +2024-10-14 03:51:39,099 - Train: 96.25% [1204050/1251000] [962.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000040] [CE 4.152 (4.233)] [KD 3.094 (2.983)] +2024-10-14 03:51:46,921 - Train: 96.25% [1204100/1251000] [962.5/1000.0] [batch_t 0.280 (0.156)] [data_t 0.003] [optim_t 0.277] [lr 0.000040] [CE 3.997 (4.183)] [KD 2.865 (2.952)] +2024-10-14 03:51:54,319 - Train: 96.25% [1204150/1251000] [962.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000040] [CE 4.676 (4.187)] [KD 3.145 (2.958)] +2024-10-14 03:52:01,839 - Train: 96.26% [1204200/1251000] [962.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000040] [CE 4.487 (4.195)] [KD 2.959 (2.945)] +2024-10-14 03:52:09,361 - Train: 96.26% [1204250/1251000] [962.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000040] [CE 4.166 (4.270)] [KD 2.873 (3.005)] +2024-10-14 03:52:16,927 - Train: 96.27% [1204300/1251000] [962.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000040] [CE 4.679 (4.199)] [KD 3.113 (2.966)] +2024-10-14 03:52:24,416 - Train: 96.27% [1204350/1251000] [962.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000040] [CE 3.960 (4.215)] [KD 2.765 (2.963)] +2024-10-14 03:52:31,952 - Train: 96.27% [1204400/1251000] [962.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000040] [CE 3.933 (4.245)] [KD 2.697 (2.978)] +2024-10-14 03:52:39,671 - Train: 96.28% [1204450/1251000] [962.8/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000040] [CE 3.875 (4.157)] [KD 2.673 (2.907)] +2024-10-14 03:52:47,215 - Train: 96.28% [1204500/1251000] [962.8/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.000040] [CE 4.460 (4.227)] [KD 3.221 (2.984)] +2024-10-14 03:52:54,711 - Train: 96.29% [1204550/1251000] [962.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000040] [CE 4.752 (4.170)] [KD 3.339 (2.954)] +2024-10-14 03:53:02,133 - Train: 96.29% [1204600/1251000] [962.9/1000.0] [batch_t 0.155 (0.148)] [data_t 0.005] [optim_t 0.150] [lr 0.000040] [CE 4.399 (4.236)] [KD 3.041 (2.988)] +2024-10-14 03:53:09,687 - Train: 96.29% [1204650/1251000] [962.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000040] [CE 4.015 (4.217)] [KD 2.973 (2.977)] +2024-10-14 03:53:17,202 - Train: 96.30% [1204700/1251000] [963.0/1000.0] [batch_t 0.144 (0.150)] [data_t 0.004] [optim_t 0.140] [lr 0.000040] [CE 4.656 (4.275)] [KD 3.213 (3.017)] +2024-10-14 03:53:24,800 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.110)] [top1_cnt 38092] [top5_cnt 46412] [top_all 50000] +2024-10-14 03:53:24,801 - net: 76.184 (92.824) +2024-10-14 03:53:30,640 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.108)] [top1_cnt 38332] [top5_cnt 46528] [top_all 50000] +2024-10-14 03:53:30,640 - net_E: 76.664 (93.056) +2024-10-14 03:53:30,780 - Max [top1: 76.336 (epoch: 961)] [top1-ema: 76.678 (epoch: 961)] +2024-10-14 03:53:30,781 - ==> Total time: 2 days, 6:06:21 Eta: 2:04:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 03:53:38,201 - Train: 96.30% [1204750/1251000] [963.0/1000.0] [batch_t 0.143 (0.163)] [data_t 0.003] [optim_t 0.140] [lr 0.000040] [CE 3.510 (4.146)] [KD 2.549 (2.934)] +2024-10-14 03:53:46,029 - Train: 96.31% [1204800/1251000] [963.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.008] [optim_t 0.143] [lr 0.000040] [CE 4.430 (4.160)] [KD 3.047 (2.948)] +2024-10-14 03:53:53,718 - Train: 96.31% [1204850/1251000] [963.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.000040] [CE 4.105 (4.108)] [KD 2.856 (2.879)] +2024-10-14 03:54:01,425 - Train: 96.31% [1204900/1251000] [963.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000040] [CE 4.578 (4.240)] [KD 2.943 (2.961)] +2024-10-14 03:54:08,873 - Train: 96.32% [1204950/1251000] [963.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000040] [CE 4.114 (4.185)] [KD 2.859 (2.938)] +2024-10-14 03:54:16,303 - Train: 96.32% [1205000/1251000] [963.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.000040] [CE 4.443 (4.194)] [KD 3.153 (2.970)] +2024-10-14 03:54:23,690 - Train: 96.33% [1205050/1251000] [963.3/1000.0] [batch_t 0.144 (0.148)] [data_t 0.003] [optim_t 0.141] [lr 0.000040] [CE 4.207 (4.237)] [KD 2.951 (3.006)] +2024-10-14 03:54:31,220 - Train: 96.33% [1205100/1251000] [963.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000040] [CE 4.109 (4.161)] [KD 3.002 (2.947)] +2024-10-14 03:54:38,738 - Train: 96.33% [1205150/1251000] [963.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000040] [CE 3.986 (4.158)] [KD 3.017 (2.931)] +2024-10-14 03:54:46,475 - Train: 96.34% [1205200/1251000] [963.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000040] [CE 3.937 (4.271)] [KD 2.887 (2.988)] +2024-10-14 03:54:54,119 - Train: 96.34% [1205250/1251000] [963.4/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.139] [lr 0.000040] [CE 4.427 (4.225)] [KD 3.100 (2.962)] +2024-10-14 03:55:01,522 - Train: 96.35% [1205300/1251000] [963.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000040] [CE 4.685 (4.141)] [KD 3.256 (2.923)] +2024-10-14 03:55:08,949 - Train: 96.35% [1205350/1251000] [963.5/1000.0] [batch_t 0.155 (0.148)] [data_t 0.006] [optim_t 0.149] [lr 0.000040] [CE 4.500 (4.234)] [KD 3.043 (2.964)] +2024-10-14 03:55:16,537 - Train: 96.35% [1205400/1251000] [963.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000040] [CE 4.264 (4.218)] [KD 3.229 (2.982)] +2024-10-14 03:55:24,032 - Train: 96.36% [1205450/1251000] [963.6/1000.0] [batch_t 0.143 (0.150)] [data_t 0.003] [optim_t 0.140] [lr 0.000040] [CE 3.776 (4.174)] [KD 2.642 (2.943)] +2024-10-14 03:55:31,519 - Train: 96.36% [1205500/1251000] [963.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000040] [CE 4.324 (4.155)] [KD 2.972 (2.906)] +2024-10-14 03:55:39,036 - Train: 96.37% [1205550/1251000] [963.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000040] [CE 4.426 (4.156)] [KD 3.122 (2.936)] +2024-10-14 03:55:46,552 - Train: 96.37% [1205600/1251000] [963.7/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.142] [lr 0.000040] [CE 4.278 (4.215)] [KD 3.097 (2.970)] +2024-10-14 03:55:54,279 - Train: 96.37% [1205650/1251000] [963.7/1000.0] [batch_t 0.143 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.000040] [CE 4.362 (4.150)] [KD 3.180 (2.930)] +2024-10-14 03:56:01,751 - Train: 96.38% [1205700/1251000] [963.8/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000040] [CE 3.819 (4.195)] [KD 2.547 (2.953)] +2024-10-14 03:56:09,132 - Train: 96.38% [1205750/1251000] [963.8/1000.0] [batch_t 0.145 (0.147)] [data_t 0.004] [optim_t 0.141] [lr 0.000040] [CE 4.313 (4.248)] [KD 2.907 (2.966)] +2024-10-14 03:56:16,776 - Train: 96.39% [1205800/1251000] [963.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000040] [CE 4.481 (4.180)] [KD 3.121 (2.940)] +2024-10-14 03:56:24,215 - Train: 96.39% [1205850/1251000] [963.9/1000.0] [batch_t 0.154 (0.149)] [data_t 0.005] [optim_t 0.149] [lr 0.000040] [CE 4.176 (4.246)] [KD 3.011 (3.006)] +2024-10-14 03:56:31,682 - Train: 96.39% [1205900/1251000] [963.9/1000.0] [batch_t 0.160 (0.149)] [data_t 0.003] [optim_t 0.157] [lr 0.000040] [CE 4.272 (4.182)] [KD 2.979 (2.939)] +2024-10-14 03:56:39,060 - Train: 96.40% [1205950/1251000] [964.0/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.000039] [CE 4.350 (4.155)] [KD 2.897 (2.934)] +2024-10-14 03:56:46,796 - Test (net): 100.00% [50/50] [batch_t 0.020 (0.106)] [top1_cnt 38132] [top5_cnt 46403] [top_all 50000] +2024-10-14 03:56:46,797 - net: 76.264 (92.806) +2024-10-14 03:56:52,540 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.104)] [top1_cnt 38324] [top5_cnt 46523] [top_all 50000] +2024-10-14 03:56:52,541 - net_E: 76.648 (93.046) +2024-10-14 03:56:52,694 - Max [top1: 76.336 (epoch: 961)] [top1-ema: 76.678 (epoch: 961)] +2024-10-14 03:56:52,695 - ==> Total time: 2 days, 6:09:43 Eta: 2:01:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 03:57:00,045 - Train: 96.40% [1206000/1251000] [964.0/1000.0] [batch_t 0.144 (0.167)] [data_t 0.003] [optim_t 0.141] [lr 0.000039] [CE 4.326 (4.217)] [KD 2.991 (2.962)] +2024-10-14 03:57:07,621 - Train: 96.41% [1206050/1251000] [964.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000039] [CE 4.351 (4.117)] [KD 2.948 (2.892)] +2024-10-14 03:57:15,471 - Train: 96.41% [1206100/1251000] [964.1/1000.0] [batch_t 0.146 (0.157)] [data_t 0.006] [optim_t 0.140] [lr 0.000039] [CE 3.841 (4.184)] [KD 2.838 (2.961)] +2024-10-14 03:57:22,834 - Train: 96.41% [1206150/1251000] [964.1/1000.0] [batch_t 0.154 (0.147)] [data_t 0.004] [optim_t 0.150] [lr 0.000039] [CE 4.133 (4.316)] [KD 2.852 (3.013)] +2024-10-14 03:57:30,208 - Train: 96.42% [1206200/1251000] [964.2/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.000039] [CE 4.042 (4.160)] [KD 2.850 (2.926)] +2024-10-14 03:57:37,689 - Train: 96.42% [1206250/1251000] [964.2/1000.0] [batch_t 0.143 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.000039] [CE 4.284 (4.183)] [KD 2.973 (2.954)] +2024-10-14 03:57:45,109 - Train: 96.43% [1206300/1251000] [964.3/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.139] [lr 0.000039] [CE 4.047 (4.186)] [KD 2.996 (2.951)] +2024-10-14 03:57:52,515 - Train: 96.43% [1206350/1251000] [964.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000039] [CE 4.756 (4.217)] [KD 3.190 (2.974)] +2024-10-14 03:58:00,136 - Train: 96.43% [1206400/1251000] [964.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000039] [CE 4.311 (4.205)] [KD 3.229 (2.951)] +2024-10-14 03:58:07,721 - Train: 96.44% [1206450/1251000] [964.4/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.000039] [CE 4.126 (4.226)] [KD 2.781 (2.982)] +2024-10-14 03:58:15,361 - Train: 96.44% [1206500/1251000] [964.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000039] [CE 3.949 (4.262)] [KD 2.872 (2.991)] +2024-10-14 03:58:22,966 - Train: 96.45% [1206550/1251000] [964.5/1000.0] [batch_t 0.143 (0.152)] [data_t 0.003] [optim_t 0.140] [lr 0.000039] [CE 4.351 (4.217)] [KD 3.115 (2.948)] +2024-10-14 03:58:30,329 - Train: 96.45% [1206600/1251000] [964.5/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.000039] [CE 4.444 (4.234)] [KD 2.997 (2.981)] +2024-10-14 03:58:37,875 - Train: 96.45% [1206650/1251000] [964.5/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000039] [CE 4.425 (4.174)] [KD 3.126 (2.925)] +2024-10-14 03:58:45,278 - Train: 96.46% [1206700/1251000] [964.6/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000039] [CE 3.872 (4.258)] [KD 2.671 (2.990)] +2024-10-14 03:58:52,673 - Train: 96.46% [1206750/1251000] [964.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000039] [CE 4.035 (4.186)] [KD 2.975 (2.951)] +2024-10-14 03:59:00,185 - Train: 96.47% [1206800/1251000] [964.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000039] [CE 4.400 (4.257)] [KD 3.108 (3.004)] +2024-10-14 03:59:07,884 - Train: 96.47% [1206850/1251000] [964.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000039] [CE 3.669 (4.199)] [KD 2.769 (2.947)] +2024-10-14 03:59:15,439 - Train: 96.47% [1206900/1251000] [964.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000039] [CE 3.812 (4.165)] [KD 2.859 (2.939)] +2024-10-14 03:59:23,324 - Train: 96.48% [1206950/1251000] [964.8/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000039] [CE 4.310 (4.197)] [KD 2.913 (2.969)] +2024-10-14 03:59:30,725 - Train: 96.48% [1207000/1251000] [964.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000039] [CE 3.668 (4.207)] [KD 2.514 (2.950)] +2024-10-14 03:59:38,132 - Train: 96.49% [1207050/1251000] [964.9/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000039] [CE 3.643 (4.250)] [KD 2.741 (2.980)] +2024-10-14 03:59:45,603 - Train: 96.49% [1207100/1251000] [964.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.144] [lr 0.000039] [CE 4.717 (4.273)] [KD 3.188 (2.999)] +2024-10-14 03:59:53,071 - Train: 96.49% [1207150/1251000] [964.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000039] [CE 3.808 (4.211)] [KD 2.705 (2.956)] +2024-10-14 04:00:00,665 - Train: 96.50% [1207200/1251000] [965.0/1000.0] [batch_t 0.153 (0.152)] [data_t 0.009] [optim_t 0.144] [lr 0.000039] [CE 4.072 (4.203)] [KD 2.836 (2.980)] +2024-10-14 04:00:08,482 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 38154] [top5_cnt 46377] [top_all 50000] +2024-10-14 04:00:08,482 - net: 76.308 (92.754) +2024-10-14 04:00:14,264 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 38336] [top5_cnt 46515] [top_all 50000] +2024-10-14 04:00:14,265 - net_E: 76.672 (93.030) +2024-10-14 04:00:14,408 - Max [top1: 76.336 (epoch: 961)] [top1-ema: 76.678 (epoch: 961)] +2024-10-14 04:00:14,409 - ==> Total time: 2 days, 6:13:05 Eta: 1:57:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 04:00:21,751 - Train: 96.50% [1207250/1251000] [965.0/1000.0] [batch_t 0.147 (0.170)] [data_t 0.005] [optim_t 0.142] [lr 0.000039] [CE 3.858 (4.147)] [KD 2.780 (2.909)] +2024-10-14 04:00:29,268 - Train: 96.51% [1207300/1251000] [965.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000039] [CE 4.242 (4.253)] [KD 3.165 (2.971)] +2024-10-14 04:00:36,794 - Train: 96.51% [1207350/1251000] [965.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000039] [CE 4.141 (4.170)] [KD 2.738 (2.932)] +2024-10-14 04:00:44,455 - Train: 96.51% [1207400/1251000] [965.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000039] [CE 4.704 (4.265)] [KD 3.154 (2.981)] +2024-10-14 04:00:51,939 - Train: 96.52% [1207450/1251000] [965.2/1000.0] [batch_t 0.160 (0.150)] [data_t 0.004] [optim_t 0.156] [lr 0.000039] [CE 4.198 (4.163)] [KD 2.930 (2.925)] +2024-10-14 04:00:59,558 - Train: 96.52% [1207500/1251000] [965.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000039] [CE 4.283 (4.211)] [KD 2.908 (2.948)] +2024-10-14 04:01:07,356 - Train: 96.53% [1207550/1251000] [965.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000039] [CE 4.099 (4.173)] [KD 2.813 (2.919)] +2024-10-14 04:01:14,726 - Train: 96.53% [1207600/1251000] [965.3/1000.0] [batch_t 0.151 (0.147)] [data_t 0.004] [optim_t 0.147] [lr 0.000039] [CE 3.697 (4.181)] [KD 2.652 (2.937)] +2024-10-14 04:01:22,131 - Train: 96.53% [1207650/1251000] [965.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000039] [CE 4.085 (4.201)] [KD 3.003 (2.948)] +2024-10-14 04:01:29,682 - Train: 96.54% [1207700/1251000] [965.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000039] [CE 4.456 (4.185)] [KD 2.954 (2.963)] +2024-10-14 04:01:37,272 - Train: 96.54% [1207750/1251000] [965.4/1000.0] [batch_t 0.142 (0.152)] [data_t 0.004] [optim_t 0.138] [lr 0.000039] [CE 3.946 (4.135)] [KD 2.703 (2.913)] +2024-10-14 04:01:45,207 - Train: 96.55% [1207800/1251000] [965.5/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.000039] [CE 4.371 (4.248)] [KD 3.069 (2.978)] +2024-10-14 04:01:52,776 - Train: 96.55% [1207850/1251000] [965.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000039] [CE 4.543 (4.205)] [KD 3.057 (2.944)] +2024-10-14 04:02:00,148 - Train: 96.55% [1207900/1251000] [965.5/1000.0] [batch_t 0.152 (0.147)] [data_t 0.004] [optim_t 0.148] [lr 0.000039] [CE 4.942 (4.207)] [KD 3.137 (2.979)] +2024-10-14 04:02:07,725 - Train: 96.56% [1207950/1251000] [965.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000039] [CE 4.359 (4.224)] [KD 3.068 (2.944)] +2024-10-14 04:02:15,269 - Train: 96.56% [1208000/1251000] [965.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000039] [CE 4.519 (4.167)] [KD 2.859 (2.904)] +2024-10-14 04:02:22,678 - Train: 96.57% [1208050/1251000] [965.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000039] [CE 3.693 (4.168)] [KD 2.649 (2.944)] +2024-10-14 04:02:30,298 - Train: 96.57% [1208100/1251000] [965.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000039] [CE 4.305 (4.205)] [KD 3.192 (2.954)] +2024-10-14 04:02:37,908 - Train: 96.57% [1208150/1251000] [965.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000039] [CE 4.258 (4.174)] [KD 2.900 (2.938)] +2024-10-14 04:02:45,395 - Train: 96.58% [1208200/1251000] [965.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000039] [CE 3.884 (4.159)] [KD 2.966 (2.946)] +2024-10-14 04:02:52,977 - Train: 96.58% [1208250/1251000] [965.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000039] [CE 4.300 (4.154)] [KD 2.964 (2.933)] +2024-10-14 04:03:00,339 - Train: 96.59% [1208300/1251000] [965.9/1000.0] [batch_t 0.142 (0.147)] [data_t 0.003] [optim_t 0.139] [lr 0.000039] [CE 4.356 (4.169)] [KD 3.105 (2.927)] +2024-10-14 04:03:07,891 - Train: 96.59% [1208350/1251000] [965.9/1000.0] [batch_t 0.142 (0.151)] [data_t 0.003] [optim_t 0.139] [lr 0.000039] [CE 3.761 (4.136)] [KD 2.690 (2.870)] +2024-10-14 04:03:15,494 - Train: 96.59% [1208400/1251000] [965.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.007] [optim_t 0.141] [lr 0.000038] [CE 4.615 (4.216)] [KD 3.137 (2.961)] +2024-10-14 04:03:22,992 - Train: 96.60% [1208450/1251000] [966.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000038] [CE 4.132 (4.241)] [KD 2.705 (2.979)] +2024-10-14 04:03:31,015 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 38108] [top5_cnt 46395] [top_all 50000] +2024-10-14 04:03:31,015 - net: 76.216 (92.790) +2024-10-14 04:03:36,783 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38346] [top5_cnt 46495] [top_all 50000] +2024-10-14 04:03:36,783 - net_E: 76.692 (92.990) +2024-10-14 04:03:36,906 - Max [top1: 76.336 (epoch: 961)] [top1-ema: 76.692 (epoch: 966)] +2024-10-14 04:03:36,907 - ==> Total time: 2 days, 6:16:27 Eta: 1:54:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 04:03:44,700 - Train: 96.60% [1208500/1251000] [966.0/1000.0] [batch_t 0.146 (0.163)] [data_t 0.005] [optim_t 0.140] [lr 0.000038] [CE 4.037 (4.225)] [KD 3.005 (2.960)] +2024-10-14 04:03:52,174 - Train: 96.61% [1208550/1251000] [966.1/1000.0] [batch_t 0.159 (0.149)] [data_t 0.006] [optim_t 0.153] [lr 0.000038] [CE 4.670 (4.263)] [KD 3.158 (2.972)] +2024-10-14 04:04:00,151 - Train: 96.61% [1208600/1251000] [966.1/1000.0] [batch_t 0.150 (0.159)] [data_t 0.006] [optim_t 0.144] [lr 0.000038] [CE 4.226 (4.244)] [KD 2.848 (2.996)] +2024-10-14 04:04:07,815 - Train: 96.61% [1208650/1251000] [966.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000038] [CE 4.460 (4.117)] [KD 3.040 (2.899)] +2024-10-14 04:04:15,350 - Train: 96.62% [1208700/1251000] [966.2/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.000038] [CE 3.683 (4.142)] [KD 2.569 (2.923)] +2024-10-14 04:04:22,909 - Train: 96.62% [1208750/1251000] [966.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000038] [CE 4.815 (4.190)] [KD 3.048 (2.937)] +2024-10-14 04:04:30,309 - Train: 96.63% [1208800/1251000] [966.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000038] [CE 3.954 (4.218)] [KD 2.796 (2.957)] +2024-10-14 04:04:37,825 - Train: 96.63% [1208850/1251000] [966.3/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.000038] [CE 4.078 (4.210)] [KD 2.811 (2.953)] +2024-10-14 04:04:45,465 - Train: 96.63% [1208900/1251000] [966.3/1000.0] [batch_t 0.161 (0.153)] [data_t 0.003] [optim_t 0.158] [lr 0.000038] [CE 3.656 (4.187)] [KD 2.733 (2.950)] +2024-10-14 04:04:53,190 - Train: 96.64% [1208950/1251000] [966.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000038] [CE 4.249 (4.121)] [KD 2.941 (2.900)] +2024-10-14 04:05:01,090 - Train: 96.64% [1209000/1251000] [966.4/1000.0] [batch_t 0.151 (0.158)] [data_t 0.007] [optim_t 0.144] [lr 0.000038] [CE 4.023 (4.222)] [KD 2.845 (2.964)] +2024-10-14 04:05:08,595 - Train: 96.65% [1209050/1251000] [966.5/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000038] [CE 3.784 (4.179)] [KD 2.749 (2.974)] +2024-10-14 04:05:16,024 - Train: 96.65% [1209100/1251000] [966.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000038] [CE 4.067 (4.280)] [KD 2.879 (2.974)] +2024-10-14 04:05:23,600 - Train: 96.65% [1209150/1251000] [966.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000038] [CE 3.935 (4.177)] [KD 2.865 (2.970)] +2024-10-14 04:05:31,233 - Train: 96.66% [1209200/1251000] [966.6/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.141] [lr 0.000038] [CE 4.650 (4.177)] [KD 3.456 (2.940)] +2024-10-14 04:05:38,818 - Train: 96.66% [1209250/1251000] [966.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000038] [CE 4.137 (4.202)] [KD 2.839 (2.937)] +2024-10-14 04:05:46,284 - Train: 96.67% [1209300/1251000] [966.7/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000038] [CE 4.133 (4.160)] [KD 2.843 (2.933)] +2024-10-14 04:05:53,665 - Train: 96.67% [1209350/1251000] [966.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000038] [CE 4.635 (4.146)] [KD 3.328 (2.912)] +2024-10-14 04:06:01,061 - Train: 96.67% [1209400/1251000] [966.7/1000.0] [batch_t 0.143 (0.148)] [data_t 0.003] [optim_t 0.140] [lr 0.000038] [CE 4.116 (4.116)] [KD 2.910 (2.900)] +2024-10-14 04:06:08,770 - Train: 96.68% [1209450/1251000] [966.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.000038] [CE 4.305 (4.238)] [KD 2.992 (2.947)] +2024-10-14 04:06:16,265 - Train: 96.68% [1209500/1251000] [966.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000038] [CE 4.527 (4.205)] [KD 3.056 (2.970)] +2024-10-14 04:06:23,742 - Train: 96.69% [1209550/1251000] [966.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.000038] [CE 4.620 (4.192)] [KD 3.196 (2.937)] +2024-10-14 04:06:31,347 - Train: 96.69% [1209600/1251000] [966.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.000038] [CE 4.374 (4.231)] [KD 3.249 (2.952)] +2024-10-14 04:06:38,960 - Train: 96.69% [1209650/1251000] [966.9/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000038] [CE 4.589 (4.184)] [KD 3.342 (2.951)] +2024-10-14 04:06:46,343 - Train: 96.70% [1209700/1251000] [967.0/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000038] [CE 4.252 (4.188)] [KD 2.921 (2.948)] +2024-10-14 04:06:54,378 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.106)] [top1_cnt 38177] [top5_cnt 46404] [top_all 50000] +2024-10-14 04:06:54,379 - net: 76.354 (92.808) +2024-10-14 04:07:00,162 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 38336] [top5_cnt 46506] [top_all 50000] +2024-10-14 04:07:00,162 - net_E: 76.672 (93.012) +2024-10-14 04:07:00,292 - Max [top1: 76.354 (epoch: 967)] [top1-ema: 76.692 (epoch: 966)] +2024-10-14 04:07:00,292 - ==> Total time: 2 days, 6:19:51 Eta: 1:51:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 04:07:12,050 - Train: 96.70% [1209750/1251000] [967.0/1000.0] [batch_t 0.146 (0.162)] [data_t 0.003] [optim_t 0.143] [lr 0.000038] [CE 4.633 (4.145)] [KD 3.119 (2.930)] +2024-10-14 04:07:19,844 - Train: 96.71% [1209800/1251000] [967.1/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.000038] [CE 4.689 (4.216)] [KD 3.103 (2.941)] +2024-10-14 04:07:27,361 - Train: 96.71% [1209850/1251000] [967.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000038] [CE 4.365 (4.109)] [KD 2.941 (2.917)] +2024-10-14 04:07:34,789 - Train: 96.71% [1209900/1251000] [967.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000038] [CE 4.001 (4.185)] [KD 3.049 (2.930)] +2024-10-14 04:07:42,355 - Train: 96.72% [1209950/1251000] [967.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000038] [CE 3.908 (4.212)] [KD 2.709 (2.969)] +2024-10-14 04:07:49,856 - Train: 96.72% [1210000/1251000] [967.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000038] [CE 3.975 (4.192)] [KD 2.809 (2.933)] +2024-10-14 04:07:57,457 - Train: 96.73% [1210050/1251000] [967.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000038] [CE 3.698 (4.157)] [KD 2.673 (2.942)] +2024-10-14 04:08:04,936 - Train: 96.73% [1210100/1251000] [967.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000038] [CE 4.141 (4.169)] [KD 2.839 (2.936)] +2024-10-14 04:08:12,398 - Train: 96.73% [1210150/1251000] [967.3/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000038] [CE 4.465 (4.282)] [KD 3.273 (3.006)] +2024-10-14 04:08:19,892 - Train: 96.74% [1210200/1251000] [967.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000038] [CE 4.416 (4.210)] [KD 2.889 (2.944)] +2024-10-14 04:08:27,379 - Train: 96.74% [1210250/1251000] [967.4/1000.0] [batch_t 0.153 (0.150)] [data_t 0.006] [optim_t 0.147] [lr 0.000038] [CE 4.390 (4.202)] [KD 3.228 (2.956)] +2024-10-14 04:08:34,747 - Train: 96.75% [1210300/1251000] [967.5/1000.0] [batch_t 0.151 (0.147)] [data_t 0.004] [optim_t 0.147] [lr 0.000038] [CE 4.596 (4.230)] [KD 3.063 (2.969)] +2024-10-14 04:08:42,196 - Train: 96.75% [1210350/1251000] [967.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.140] [lr 0.000038] [CE 4.044 (4.164)] [KD 2.841 (2.935)] +2024-10-14 04:08:49,749 - Train: 96.75% [1210400/1251000] [967.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000038] [CE 4.502 (4.191)] [KD 3.073 (2.949)] +2024-10-14 04:08:57,245 - Train: 96.76% [1210450/1251000] [967.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000038] [CE 4.211 (4.238)] [KD 3.007 (2.959)] +2024-10-14 04:09:04,808 - Train: 96.76% [1210500/1251000] [967.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000038] [CE 4.677 (4.187)] [KD 3.184 (2.927)] +2024-10-14 04:09:12,221 - Train: 96.77% [1210550/1251000] [967.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000038] [CE 4.107 (4.161)] [KD 2.874 (2.947)] +2024-10-14 04:09:19,668 - Train: 96.77% [1210600/1251000] [967.7/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000038] [CE 4.161 (4.260)] [KD 3.238 (3.000)] +2024-10-14 04:09:27,357 - Train: 96.77% [1210650/1251000] [967.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000038] [CE 4.361 (4.204)] [KD 3.219 (2.969)] +2024-10-14 04:09:34,947 - Train: 96.78% [1210700/1251000] [967.8/1000.0] [batch_t 0.162 (0.152)] [data_t 0.006] [optim_t 0.156] [lr 0.000038] [CE 4.159 (4.249)] [KD 2.904 (2.971)] +2024-10-14 04:09:42,562 - Train: 96.78% [1210750/1251000] [967.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.000038] [CE 4.667 (4.263)] [KD 3.273 (2.983)] +2024-10-14 04:09:50,040 - Train: 96.79% [1210800/1251000] [967.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000038] [CE 3.899 (4.221)] [KD 2.907 (2.984)] +2024-10-14 04:09:57,723 - Train: 96.79% [1210850/1251000] [967.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000038] [CE 4.042 (4.136)] [KD 2.853 (2.923)] +2024-10-14 04:10:05,452 - Train: 96.79% [1210900/1251000] [967.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000038] [CE 4.200 (4.150)] [KD 2.953 (2.912)] +2024-10-14 04:10:12,921 - Train: 96.80% [1210950/1251000] [968.0/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000038] [CE 3.710 (4.165)] [KD 2.460 (2.915)] +2024-10-14 04:10:21,470 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 38140] [top5_cnt 46380] [top_all 50000] +2024-10-14 04:10:21,471 - net: 76.280 (92.760) +2024-10-14 04:10:27,217 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 38326] [top5_cnt 46522] [top_all 50000] +2024-10-14 04:10:27,217 - net_E: 76.652 (93.044) +2024-10-14 04:10:27,398 - Max [top1: 76.354 (epoch: 967)] [top1-ema: 76.692 (epoch: 966)] +2024-10-14 04:10:27,398 - ==> Total time: 2 days, 6:23:18 Eta: 1:47:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 04:10:34,242 - Train: 96.80% [1211000/1251000] [968.0/1000.0] [batch_t 0.147 (0.163)] [data_t 0.004] [optim_t 0.143] [lr 0.000037] [CE 4.425 (4.154)] [KD 3.177 (2.926)] +2024-10-14 04:10:41,843 - Train: 96.81% [1211050/1251000] [968.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000037] [CE 4.192 (4.194)] [KD 3.184 (2.952)] +2024-10-14 04:10:49,333 - Train: 96.81% [1211100/1251000] [968.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000037] [CE 4.178 (4.220)] [KD 2.838 (2.971)] +2024-10-14 04:10:56,936 - Train: 96.81% [1211150/1251000] [968.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000037] [CE 4.550 (4.175)] [KD 3.247 (2.919)] +2024-10-14 04:11:04,654 - Train: 96.82% [1211200/1251000] [968.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.000037] [CE 4.265 (4.240)] [KD 3.023 (2.972)] +2024-10-14 04:11:12,352 - Train: 96.82% [1211250/1251000] [968.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000037] [CE 4.049 (4.180)] [KD 3.015 (2.920)] +2024-10-14 04:11:20,275 - Train: 96.83% [1211300/1251000] [968.3/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000037] [CE 4.339 (4.211)] [KD 2.911 (2.950)] +2024-10-14 04:11:28,160 - Train: 96.83% [1211350/1251000] [968.3/1000.0] [batch_t 0.157 (0.158)] [data_t 0.003] [optim_t 0.154] [lr 0.000037] [CE 4.587 (4.206)] [KD 3.083 (2.963)] +2024-10-14 04:11:35,941 - Train: 96.83% [1211400/1251000] [968.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.000037] [CE 4.674 (4.190)] [KD 3.097 (2.967)] +2024-10-14 04:11:43,379 - Train: 96.84% [1211450/1251000] [968.4/1000.0] [batch_t 0.152 (0.149)] [data_t 0.007] [optim_t 0.145] [lr 0.000037] [CE 3.917 (4.216)] [KD 2.834 (2.945)] +2024-10-14 04:11:50,798 - Train: 96.84% [1211500/1251000] [968.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000037] [CE 4.443 (4.192)] [KD 2.978 (2.945)] +2024-10-14 04:11:58,427 - Train: 96.85% [1211550/1251000] [968.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000037] [CE 4.231 (4.209)] [KD 3.068 (2.956)] +2024-10-14 04:12:06,023 - Train: 96.85% [1211600/1251000] [968.5/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000037] [CE 4.395 (4.243)] [KD 2.929 (2.998)] +2024-10-14 04:12:13,417 - Train: 96.85% [1211650/1251000] [968.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000037] [CE 4.789 (4.263)] [KD 3.381 (2.977)] +2024-10-14 04:12:21,074 - Train: 96.86% [1211700/1251000] [968.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000037] [CE 3.531 (4.243)] [KD 2.752 (2.966)] +2024-10-14 04:12:28,696 - Train: 96.86% [1211750/1251000] [968.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000037] [CE 4.081 (4.287)] [KD 3.004 (2.991)] +2024-10-14 04:12:36,372 - Train: 96.87% [1211800/1251000] [968.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000037] [CE 4.023 (4.238)] [KD 2.821 (2.981)] +2024-10-14 04:12:43,833 - Train: 96.87% [1211850/1251000] [968.7/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000037] [CE 4.538 (4.147)] [KD 3.221 (2.890)] +2024-10-14 04:12:51,409 - Train: 96.87% [1211900/1251000] [968.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000037] [CE 4.127 (4.169)] [KD 2.653 (2.935)] +2024-10-14 04:12:59,030 - Train: 96.88% [1211950/1251000] [968.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.000037] [CE 4.655 (4.222)] [KD 3.376 (2.990)] +2024-10-14 04:13:06,484 - Train: 96.88% [1212000/1251000] [968.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000037] [CE 4.027 (4.216)] [KD 2.888 (2.949)] +2024-10-14 04:13:13,902 - Train: 96.89% [1212050/1251000] [968.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000037] [CE 4.497 (4.171)] [KD 2.882 (2.929)] +2024-10-14 04:13:21,389 - Train: 96.89% [1212100/1251000] [968.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000037] [CE 3.822 (4.174)] [KD 2.660 (2.922)] +2024-10-14 04:13:29,110 - Train: 96.89% [1212150/1251000] [968.9/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.140] [lr 0.000037] [CE 4.456 (4.129)] [KD 3.026 (2.897)] +2024-10-14 04:13:36,753 - Train: 96.90% [1212200/1251000] [969.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000037] [CE 4.333 (4.183)] [KD 3.183 (2.944)] +2024-10-14 04:13:45,199 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 38171] [top5_cnt 46414] [top_all 50000] +2024-10-14 04:13:45,199 - net: 76.342 (92.828) +2024-10-14 04:13:51,137 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 38320] [top5_cnt 46510] [top_all 50000] +2024-10-14 04:13:51,138 - net_E: 76.640 (93.020) +2024-10-14 04:13:51,281 - Max [top1: 76.354 (epoch: 967)] [top1-ema: 76.692 (epoch: 966)] +2024-10-14 04:13:51,281 - ==> Total time: 2 days, 6:26:42 Eta: 1:44:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 04:13:57,973 - Train: 96.90% [1212250/1251000] [969.0/1000.0] [batch_t 0.148 (0.172)] [data_t 0.003] [optim_t 0.145] [lr 0.000037] [CE 4.079 (4.183)] [KD 2.812 (2.919)] +2024-10-14 04:14:05,338 - Train: 96.91% [1212300/1251000] [969.1/1000.0] [batch_t 0.150 (0.147)] [data_t 0.005] [optim_t 0.144] [lr 0.000037] [CE 4.405 (4.234)] [KD 3.067 (2.963)] +2024-10-14 04:14:12,782 - Train: 96.91% [1212350/1251000] [969.1/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000037] [CE 4.048 (4.192)] [KD 2.862 (2.948)] +2024-10-14 04:14:20,173 - Train: 96.91% [1212400/1251000] [969.1/1000.0] [batch_t 0.152 (0.148)] [data_t 0.004] [optim_t 0.148] [lr 0.000037] [CE 4.008 (4.207)] [KD 2.946 (2.945)] +2024-10-14 04:14:27,831 - Train: 96.92% [1212450/1251000] [969.2/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000037] [CE 4.296 (4.226)] [KD 2.978 (2.962)] +2024-10-14 04:14:35,363 - Train: 96.92% [1212500/1251000] [969.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000037] [CE 4.232 (4.217)] [KD 2.988 (2.933)] +2024-10-14 04:14:42,986 - Train: 96.93% [1212550/1251000] [969.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000037] [CE 4.142 (4.303)] [KD 3.025 (2.999)] +2024-10-14 04:14:50,798 - Train: 96.93% [1212600/1251000] [969.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000037] [CE 4.109 (4.197)] [KD 2.918 (2.956)] +2024-10-14 04:14:58,178 - Train: 96.93% [1212650/1251000] [969.3/1000.0] [batch_t 0.148 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.000037] [CE 4.135 (4.192)] [KD 3.084 (2.926)] +2024-10-14 04:15:05,583 - Train: 96.94% [1212700/1251000] [969.4/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000037] [CE 4.089 (4.197)] [KD 2.800 (2.911)] +2024-10-14 04:15:13,168 - Train: 96.94% [1212750/1251000] [969.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.006] [optim_t 0.148] [lr 0.000037] [CE 4.168 (4.230)] [KD 2.934 (2.996)] +2024-10-14 04:15:20,730 - Train: 96.95% [1212800/1251000] [969.5/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.000037] [CE 3.793 (4.204)] [KD 2.840 (2.951)] +2024-10-14 04:15:28,070 - Train: 96.95% [1212850/1251000] [969.5/1000.0] [batch_t 0.149 (0.147)] [data_t 0.006] [optim_t 0.143] [lr 0.000037] [CE 4.012 (4.130)] [KD 2.926 (2.939)] +2024-10-14 04:15:35,380 - Train: 96.95% [1212900/1251000] [969.5/1000.0] [batch_t 0.141 (0.146)] [data_t 0.003] [optim_t 0.138] [lr 0.000037] [CE 4.507 (4.146)] [KD 3.076 (2.920)] +2024-10-14 04:15:42,788 - Train: 96.96% [1212950/1251000] [969.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000037] [CE 4.193 (4.257)] [KD 3.157 (2.994)] +2024-10-14 04:15:50,478 - Train: 96.96% [1213000/1251000] [969.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000037] [CE 3.745 (4.196)] [KD 2.625 (2.942)] +2024-10-14 04:15:58,238 - Train: 96.97% [1213050/1251000] [969.7/1000.0] [batch_t 0.142 (0.155)] [data_t 0.003] [optim_t 0.139] [lr 0.000037] [CE 4.117 (4.091)] [KD 2.951 (2.910)] +2024-10-14 04:16:05,840 - Train: 96.97% [1213100/1251000] [969.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000037] [CE 4.465 (4.211)] [KD 3.127 (2.966)] +2024-10-14 04:16:13,315 - Train: 96.97% [1213150/1251000] [969.7/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000037] [CE 3.827 (4.184)] [KD 2.646 (2.944)] +2024-10-14 04:16:20,749 - Train: 96.98% [1213200/1251000] [969.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000037] [CE 4.446 (4.297)] [KD 3.154 (2.995)] +2024-10-14 04:16:28,178 - Train: 96.98% [1213250/1251000] [969.8/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.143] [lr 0.000037] [CE 4.505 (4.275)] [KD 3.142 (2.985)] +2024-10-14 04:16:35,866 - Train: 96.99% [1213300/1251000] [969.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000037] [CE 3.922 (4.189)] [KD 2.858 (2.948)] +2024-10-14 04:16:43,472 - Train: 96.99% [1213350/1251000] [969.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000037] [CE 3.934 (4.234)] [KD 2.869 (2.989)] +2024-10-14 04:16:51,065 - Train: 96.99% [1213400/1251000] [969.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000037] [CE 4.223 (4.179)] [KD 2.799 (2.937)] +2024-10-14 04:16:58,678 - Train: 97.00% [1213450/1251000] [970.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000037] [CE 4.209 (4.165)] [KD 3.116 (2.915)] +2024-10-14 04:17:07,273 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 38228] [top5_cnt 46480] [top_all 50000] +2024-10-14 04:17:07,274 - net: 76.456 (92.960) +2024-10-14 04:17:13,064 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 38330] [top5_cnt 46527] [top_all 50000] +2024-10-14 04:17:13,065 - net_E: 76.660 (93.054) +2024-10-14 04:17:13,194 - Max [top1: 76.456 (epoch: 970)] [top1-ema: 76.692 (epoch: 966)] +2024-10-14 04:17:13,195 - ==> Total time: 2 days, 6:30:04 Eta: 1:41:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 04:17:21,179 - Train: 97.00% [1213500/1251000] [970.0/1000.0] [batch_t 0.147 (0.165)] [data_t 0.006] [optim_t 0.141] [lr 0.000037] [CE 3.566 (4.163)] [KD 2.543 (2.921)] +2024-10-14 04:17:28,598 - Train: 97.01% [1213550/1251000] [970.1/1000.0] [batch_t 0.144 (0.148)] [data_t 0.005] [optim_t 0.139] [lr 0.000037] [CE 4.482 (4.172)] [KD 3.008 (2.928)] +2024-10-14 04:17:36,061 - Train: 97.01% [1213600/1251000] [970.1/1000.0] [batch_t 0.155 (0.149)] [data_t 0.006] [optim_t 0.149] [lr 0.000037] [CE 4.597 (4.110)] [KD 3.037 (2.872)] +2024-10-14 04:17:43,722 - Train: 97.01% [1213650/1251000] [970.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.007] [optim_t 0.141] [lr 0.000037] [CE 4.520 (4.220)] [KD 3.125 (2.937)] +2024-10-14 04:17:51,446 - Train: 97.02% [1213700/1251000] [970.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000037] [CE 4.523 (4.288)] [KD 3.083 (2.996)] +2024-10-14 04:17:59,011 - Train: 97.02% [1213750/1251000] [970.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.000036] [CE 4.265 (4.212)] [KD 2.852 (2.940)] +2024-10-14 04:18:06,647 - Train: 97.03% [1213800/1251000] [970.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000036] [CE 4.754 (4.241)] [KD 3.263 (2.957)] +2024-10-14 04:18:14,182 - Train: 97.03% [1213850/1251000] [970.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000036] [CE 3.992 (4.238)] [KD 2.703 (2.953)] +2024-10-14 04:18:21,584 - Train: 97.03% [1213900/1251000] [970.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000036] [CE 3.728 (4.240)] [KD 2.840 (2.984)] +2024-10-14 04:18:28,988 - Train: 97.04% [1213950/1251000] [970.4/1000.0] [batch_t 0.149 (0.148)] [data_t 0.007] [optim_t 0.142] [lr 0.000036] [CE 4.415 (4.161)] [KD 3.032 (2.932)] +2024-10-14 04:18:36,504 - Train: 97.04% [1214000/1251000] [970.4/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000036] [CE 4.718 (4.163)] [KD 3.226 (2.941)] +2024-10-14 04:18:44,030 - Train: 97.05% [1214050/1251000] [970.5/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000036] [CE 4.049 (4.223)] [KD 2.749 (2.947)] +2024-10-14 04:18:51,495 - Train: 97.05% [1214100/1251000] [970.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000036] [CE 4.091 (4.203)] [KD 2.954 (2.956)] +2024-10-14 04:18:59,127 - Train: 97.05% [1214150/1251000] [970.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000036] [CE 4.651 (4.216)] [KD 3.036 (2.944)] +2024-10-14 04:19:06,630 - Train: 97.06% [1214200/1251000] [970.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000036] [CE 4.323 (4.225)] [KD 2.873 (2.934)] +2024-10-14 04:19:14,136 - Train: 97.06% [1214250/1251000] [970.6/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000036] [CE 3.752 (4.145)] [KD 2.659 (2.905)] +2024-10-14 04:19:21,746 - Train: 97.07% [1214300/1251000] [970.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000036] [CE 3.623 (4.236)] [KD 2.655 (2.966)] +2024-10-14 04:19:29,126 - Train: 97.07% [1214350/1251000] [970.7/1000.0] [batch_t 0.145 (0.147)] [data_t 0.004] [optim_t 0.141] [lr 0.000036] [CE 4.915 (4.251)] [KD 3.355 (2.965)] +2024-10-14 04:19:36,525 - Train: 97.07% [1214400/1251000] [970.7/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.000036] [CE 4.373 (4.202)] [KD 3.044 (2.948)] +2024-10-14 04:19:44,054 - Train: 97.08% [1214450/1251000] [970.8/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000036] [CE 4.602 (4.207)] [KD 3.500 (2.943)] +2024-10-14 04:19:51,724 - Train: 97.08% [1214500/1251000] [970.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000036] [CE 4.337 (4.170)] [KD 3.137 (2.920)] +2024-10-14 04:19:59,473 - Train: 97.09% [1214550/1251000] [970.9/1000.0] [batch_t 0.144 (0.155)] [data_t 0.004] [optim_t 0.140] [lr 0.000036] [CE 3.974 (4.142)] [KD 2.974 (2.888)] +2024-10-14 04:20:07,002 - Train: 97.09% [1214600/1251000] [970.9/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000036] [CE 4.106 (4.097)] [KD 2.975 (2.890)] +2024-10-14 04:20:14,521 - Train: 97.09% [1214650/1251000] [970.9/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000036] [CE 4.302 (4.196)] [KD 3.062 (2.935)] +2024-10-14 04:20:22,087 - Train: 97.10% [1214700/1251000] [971.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000036] [CE 4.016 (4.173)] [KD 2.879 (2.912)] +2024-10-14 04:20:30,814 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 38225] [top5_cnt 46444] [top_all 50000] +2024-10-14 04:20:30,814 - net: 76.450 (92.888) +2024-10-14 04:20:36,619 - Test (net_E): 100.00% [50/50] [batch_t 0.026 (0.106)] [top1_cnt 38332] [top5_cnt 46526] [top_all 50000] +2024-10-14 04:20:36,620 - net_E: 76.664 (93.052) +2024-10-14 04:20:38,614 - Max [top1: 76.456 (epoch: 970)] [top1-ema: 76.692 (epoch: 966)] +2024-10-14 04:20:38,614 - ==> Total time: 2 days, 6:33:29 Eta: 1:37:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 04:20:44,960 - Train: 97.10% [1214750/1251000] [971.0/1000.0] [batch_t 0.149 (0.167)] [data_t 0.005] [optim_t 0.144] [lr 0.000036] [CE 4.459 (4.232)] [KD 3.089 (2.941)] +2024-10-14 04:20:52,450 - Train: 97.11% [1214800/1251000] [971.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000036] [CE 4.080 (4.179)] [KD 2.872 (2.929)] +2024-10-14 04:21:00,263 - Train: 97.11% [1214850/1251000] [971.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000036] [CE 4.072 (4.166)] [KD 2.915 (2.926)] +2024-10-14 04:21:08,191 - Train: 97.11% [1214900/1251000] [971.1/1000.0] [batch_t 0.261 (0.158)] [data_t 0.005] [optim_t 0.255] [lr 0.000036] [CE 3.912 (4.156)] [KD 2.748 (2.913)] +2024-10-14 04:21:15,834 - Train: 97.12% [1214950/1251000] [971.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.002] [optim_t 0.147] [lr 0.000036] [CE 4.763 (4.161)] [KD 3.456 (2.918)] +2024-10-14 04:21:23,485 - Train: 97.12% [1215000/1251000] [971.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000036] [CE 4.359 (4.207)] [KD 3.182 (2.954)] +2024-10-14 04:21:31,079 - Train: 97.13% [1215050/1251000] [971.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000036] [CE 4.177 (4.236)] [KD 2.953 (2.956)] +2024-10-14 04:21:38,591 - Train: 97.13% [1215100/1251000] [971.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000036] [CE 4.696 (4.173)] [KD 3.102 (2.943)] +2024-10-14 04:21:46,208 - Train: 97.13% [1215150/1251000] [971.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000036] [CE 3.640 (4.193)] [KD 2.762 (2.940)] +2024-10-14 04:21:53,911 - Train: 97.14% [1215200/1251000] [971.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.000036] [CE 3.812 (4.161)] [KD 2.706 (2.907)] +2024-10-14 04:22:01,549 - Train: 97.14% [1215250/1251000] [971.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000036] [CE 3.945 (4.159)] [KD 2.709 (2.936)] +2024-10-14 04:22:09,261 - Train: 97.15% [1215300/1251000] [971.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000036] [CE 4.092 (4.283)] [KD 2.809 (2.983)] +2024-10-14 04:22:16,906 - Train: 97.15% [1215350/1251000] [971.5/1000.0] [batch_t 0.142 (0.153)] [data_t 0.004] [optim_t 0.138] [lr 0.000036] [CE 4.506 (4.176)] [KD 2.917 (2.921)] +2024-10-14 04:22:24,488 - Train: 97.15% [1215400/1251000] [971.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000036] [CE 4.091 (4.231)] [KD 2.818 (2.979)] +2024-10-14 04:22:32,029 - Train: 97.16% [1215450/1251000] [971.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000036] [CE 4.210 (4.126)] [KD 2.865 (2.892)] +2024-10-14 04:22:39,594 - Train: 97.16% [1215500/1251000] [971.6/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.000036] [CE 3.573 (4.190)] [KD 2.624 (2.937)] +2024-10-14 04:22:47,209 - Train: 97.17% [1215550/1251000] [971.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000036] [CE 4.342 (4.185)] [KD 2.960 (2.933)] +2024-10-14 04:22:54,664 - Train: 97.17% [1215600/1251000] [971.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000036] [CE 3.819 (4.170)] [KD 2.636 (2.950)] +2024-10-14 04:23:02,403 - Train: 97.17% [1215650/1251000] [971.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000036] [CE 4.336 (4.200)] [KD 3.003 (2.925)] +2024-10-14 04:23:10,323 - Train: 97.18% [1215700/1251000] [971.8/1000.0] [batch_t 0.145 (0.158)] [data_t 0.006] [optim_t 0.139] [lr 0.000036] [CE 4.039 (4.219)] [KD 2.865 (2.924)] +2024-10-14 04:23:17,803 - Train: 97.18% [1215750/1251000] [971.8/1000.0] [batch_t 0.153 (0.149)] [data_t 0.007] [optim_t 0.146] [lr 0.000036] [CE 3.928 (4.219)] [KD 2.644 (2.960)] +2024-10-14 04:23:25,362 - Train: 97.19% [1215800/1251000] [971.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000036] [CE 3.426 (4.239)] [KD 2.513 (2.950)] +2024-10-14 04:23:32,887 - Train: 97.19% [1215850/1251000] [971.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.000036] [CE 4.834 (4.145)] [KD 3.325 (2.937)] +2024-10-14 04:23:40,535 - Train: 97.19% [1215900/1251000] [971.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000036] [CE 3.867 (4.194)] [KD 2.847 (2.945)] +2024-10-14 04:23:48,124 - Train: 97.20% [1215950/1251000] [972.0/1000.0] [batch_t 0.153 (0.152)] [data_t 0.006] [optim_t 0.147] [lr 0.000036] [CE 4.215 (4.248)] [KD 2.922 (2.958)] +2024-10-14 04:23:57,213 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 38200] [top5_cnt 46467] [top_all 50000] +2024-10-14 04:23:57,213 - net: 76.400 (92.934) +2024-10-14 04:24:03,009 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38358] [top5_cnt 46507] [top_all 50000] +2024-10-14 04:24:03,010 - net_E: 76.716 (93.014) +2024-10-14 04:24:03,180 - Max [top1: 76.456 (epoch: 970)] [top1-ema: 76.716 (epoch: 972)] +2024-10-14 04:24:03,181 - ==> Total time: 2 days, 6:36:54 Eta: 1:34:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 04:24:13,517 - Train: 97.20% [1216000/1251000] [972.0/1000.0] [batch_t 0.147 (0.168)] [data_t 0.005] [optim_t 0.142] [lr 0.000036] [CE 4.723 (4.189)] [KD 3.213 (2.916)] +2024-10-14 04:24:21,198 - Train: 97.21% [1216050/1251000] [972.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000036] [CE 4.067 (4.153)] [KD 2.821 (2.890)] +2024-10-14 04:24:28,780 - Train: 97.21% [1216100/1251000] [972.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.000036] [CE 3.766 (4.134)] [KD 2.692 (2.890)] +2024-10-14 04:24:36,335 - Train: 97.21% [1216150/1251000] [972.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000036] [CE 4.658 (4.221)] [KD 3.351 (2.945)] +2024-10-14 04:24:43,785 - Train: 97.22% [1216200/1251000] [972.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000036] [CE 4.135 (4.160)] [KD 2.904 (2.913)] +2024-10-14 04:24:51,517 - Train: 97.22% [1216250/1251000] [972.2/1000.0] [batch_t 0.144 (0.154)] [data_t 0.003] [optim_t 0.141] [lr 0.000036] [CE 3.987 (4.231)] [KD 2.794 (2.937)] +2024-10-14 04:24:59,224 - Train: 97.23% [1216300/1251000] [972.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000036] [CE 4.055 (4.201)] [KD 2.901 (2.929)] +2024-10-14 04:25:06,791 - Train: 97.23% [1216350/1251000] [972.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000036] [CE 4.184 (4.221)] [KD 3.103 (2.955)] +2024-10-14 04:25:14,391 - Train: 97.23% [1216400/1251000] [972.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000036] [CE 4.169 (4.159)] [KD 2.944 (2.922)] +2024-10-14 04:25:21,903 - Train: 97.24% [1216450/1251000] [972.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000036] [CE 3.687 (4.138)] [KD 2.743 (2.924)] +2024-10-14 04:25:29,603 - Train: 97.24% [1216500/1251000] [972.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000036] [CE 4.224 (4.150)] [KD 3.061 (2.929)] +2024-10-14 04:25:37,291 - Train: 97.25% [1216550/1251000] [972.5/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000036] [CE 4.163 (4.116)] [KD 2.925 (2.890)] +2024-10-14 04:25:44,870 - Train: 97.25% [1216600/1251000] [972.5/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.138] [lr 0.000036] [CE 3.844 (4.182)] [KD 2.938 (2.924)] +2024-10-14 04:25:52,394 - Train: 97.25% [1216650/1251000] [972.5/1000.0] [batch_t 0.157 (0.150)] [data_t 0.003] [optim_t 0.154] [lr 0.000036] [CE 3.861 (4.237)] [KD 2.738 (2.950)] +2024-10-14 04:26:00,132 - Train: 97.26% [1216700/1251000] [972.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000036] [CE 4.797 (4.173)] [KD 3.246 (2.929)] +2024-10-14 04:26:07,599 - Train: 97.26% [1216750/1251000] [972.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.007] [optim_t 0.141] [lr 0.000035] [CE 4.455 (4.141)] [KD 3.352 (2.905)] +2024-10-14 04:26:15,314 - Train: 97.27% [1216800/1251000] [972.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000035] [CE 3.822 (4.220)] [KD 2.786 (2.941)] +2024-10-14 04:26:23,011 - Train: 97.27% [1216850/1251000] [972.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000035] [CE 3.391 (4.181)] [KD 2.395 (2.936)] +2024-10-14 04:26:30,611 - Train: 97.27% [1216900/1251000] [972.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000035] [CE 4.024 (4.196)] [KD 2.852 (2.927)] +2024-10-14 04:26:38,259 - Train: 97.28% [1216950/1251000] [972.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.000035] [CE 4.554 (4.227)] [KD 2.970 (2.940)] +2024-10-14 04:26:45,840 - Train: 97.28% [1217000/1251000] [972.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000035] [CE 4.337 (4.152)] [KD 2.841 (2.920)] +2024-10-14 04:26:53,278 - Train: 97.29% [1217050/1251000] [972.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.000035] [CE 4.524 (4.131)] [KD 3.108 (2.918)] +2024-10-14 04:27:00,918 - Train: 97.29% [1217100/1251000] [972.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.000035] [CE 4.133 (4.213)] [KD 2.941 (2.956)] +2024-10-14 04:27:08,895 - Train: 97.29% [1217150/1251000] [972.9/1000.0] [batch_t 0.151 (0.159)] [data_t 0.006] [optim_t 0.145] [lr 0.000035] [CE 4.556 (4.221)] [KD 3.189 (2.956)] +2024-10-14 04:27:16,496 - Train: 97.30% [1217200/1251000] [973.0/1000.0] [batch_t 0.158 (0.152)] [data_t 0.004] [optim_t 0.154] [lr 0.000035] [CE 3.698 (4.178)] [KD 2.730 (2.957)] +2024-10-14 04:27:25,703 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 38170] [top5_cnt 46425] [top_all 50000] +2024-10-14 04:27:25,703 - net: 76.340 (92.850) +2024-10-14 04:27:31,496 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 38358] [top5_cnt 46521] [top_all 50000] +2024-10-14 04:27:31,496 - net_E: 76.716 (93.042) +2024-10-14 04:27:31,628 - Max [top1: 76.456 (epoch: 970)] [top1-ema: 76.716 (epoch: 972)] +2024-10-14 04:27:31,628 - ==> Total time: 2 days, 6:40:22 Eta: 1:31:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 04:27:37,506 - Train: 97.30% [1217250/1251000] [973.0/1000.0] [batch_t 0.146 (0.164)] [data_t 0.004] [optim_t 0.142] [lr 0.000035] [CE 3.665 (4.242)] [KD 2.481 (2.959)] +2024-10-14 04:27:44,959 - Train: 97.31% [1217300/1251000] [973.1/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000035] [CE 4.386 (4.200)] [KD 2.975 (2.925)] +2024-10-14 04:27:52,756 - Train: 97.31% [1217350/1251000] [973.1/1000.0] [batch_t 0.148 (0.156)] [data_t 0.006] [optim_t 0.142] [lr 0.000035] [CE 4.130 (4.150)] [KD 2.757 (2.906)] +2024-10-14 04:28:00,123 - Train: 97.31% [1217400/1251000] [973.1/1000.0] [batch_t 0.148 (0.147)] [data_t 0.003] [optim_t 0.145] [lr 0.000035] [CE 4.165 (4.164)] [KD 2.932 (2.924)] +2024-10-14 04:28:08,050 - Train: 97.32% [1217450/1251000] [973.2/1000.0] [batch_t 0.155 (0.158)] [data_t 0.005] [optim_t 0.150] [lr 0.000035] [CE 4.220 (4.179)] [KD 2.929 (2.919)] +2024-10-14 04:28:15,532 - Train: 97.32% [1217500/1251000] [973.2/1000.0] [batch_t 0.145 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000035] [CE 4.310 (4.169)] [KD 2.912 (2.936)] +2024-10-14 04:28:23,218 - Train: 97.33% [1217550/1251000] [973.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000035] [CE 4.039 (4.168)] [KD 2.720 (2.922)] +2024-10-14 04:28:30,621 - Train: 97.33% [1217600/1251000] [973.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000035] [CE 4.347 (4.204)] [KD 3.096 (2.912)] +2024-10-14 04:28:38,090 - Train: 97.33% [1217650/1251000] [973.3/1000.0] [batch_t 0.147 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000035] [CE 4.018 (4.167)] [KD 2.731 (2.906)] +2024-10-14 04:28:45,449 - Train: 97.34% [1217700/1251000] [973.4/1000.0] [batch_t 0.146 (0.147)] [data_t 0.005] [optim_t 0.141] [lr 0.000035] [CE 3.810 (4.161)] [KD 2.762 (2.924)] +2024-10-14 04:28:53,222 - Train: 97.34% [1217750/1251000] [973.4/1000.0] [batch_t 0.157 (0.155)] [data_t 0.003] [optim_t 0.153] [lr 0.000035] [CE 4.570 (4.193)] [KD 3.088 (2.929)] +2024-10-14 04:29:00,712 - Train: 97.35% [1217800/1251000] [973.5/1000.0] [batch_t 0.143 (0.150)] [data_t 0.003] [optim_t 0.140] [lr 0.000035] [CE 4.505 (4.205)] [KD 3.065 (2.908)] +2024-10-14 04:29:08,318 - Train: 97.35% [1217850/1251000] [973.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000035] [CE 4.353 (4.158)] [KD 3.247 (2.913)] +2024-10-14 04:29:15,790 - Train: 97.35% [1217900/1251000] [973.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000035] [CE 4.129 (4.201)] [KD 2.865 (2.930)] +2024-10-14 04:29:23,276 - Train: 97.36% [1217950/1251000] [973.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000035] [CE 3.627 (4.159)] [KD 2.670 (2.913)] +2024-10-14 04:29:30,912 - Train: 97.36% [1218000/1251000] [973.6/1000.0] [batch_t 0.145 (0.153)] [data_t 0.005] [optim_t 0.139] [lr 0.000035] [CE 4.516 (4.154)] [KD 3.049 (2.909)] +2024-10-14 04:29:38,338 - Train: 97.37% [1218050/1251000] [973.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000035] [CE 4.419 (4.183)] [KD 2.780 (2.933)] +2024-10-14 04:29:45,726 - Train: 97.37% [1218100/1251000] [973.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000035] [CE 3.311 (4.211)] [KD 2.423 (2.966)] +2024-10-14 04:29:53,136 - Train: 97.37% [1218150/1251000] [973.7/1000.0] [batch_t 0.151 (0.148)] [data_t 0.003] [optim_t 0.148] [lr 0.000035] [CE 4.029 (4.168)] [KD 2.929 (2.914)] +2024-10-14 04:30:00,865 - Train: 97.38% [1218200/1251000] [973.8/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000035] [CE 4.530 (4.169)] [KD 3.077 (2.921)] +2024-10-14 04:30:08,446 - Train: 97.38% [1218250/1251000] [973.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000035] [CE 4.394 (4.101)] [KD 3.004 (2.861)] +2024-10-14 04:30:16,109 - Train: 97.39% [1218300/1251000] [973.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000035] [CE 4.684 (4.232)] [KD 3.114 (2.965)] +2024-10-14 04:30:23,664 - Train: 97.39% [1218350/1251000] [973.9/1000.0] [batch_t 0.282 (0.151)] [data_t 0.003] [optim_t 0.279] [lr 0.000035] [CE 4.145 (4.220)] [KD 2.787 (2.967)] +2024-10-14 04:30:31,152 - Train: 97.39% [1218400/1251000] [973.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000035] [CE 4.508 (4.229)] [KD 3.182 (2.959)] +2024-10-14 04:30:38,668 - Train: 97.40% [1218450/1251000] [974.0/1000.0] [batch_t 0.143 (0.150)] [data_t 0.003] [optim_t 0.140] [lr 0.000035] [CE 4.156 (4.105)] [KD 2.764 (2.885)] +2024-10-14 04:30:48,082 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 38171] [top5_cnt 46356] [top_all 50000] +2024-10-14 04:30:48,082 - net: 76.342 (92.712) +2024-10-14 04:30:53,856 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 38347] [top5_cnt 46541] [top_all 50000] +2024-10-14 04:30:53,857 - net_E: 76.694 (93.082) +2024-10-14 04:30:53,964 - Max [top1: 76.456 (epoch: 970)] [top1-ema: 76.716 (epoch: 972)] +2024-10-14 04:30:53,965 - ==> Total time: 2 days, 6:43:45 Eta: 1:27:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 04:30:59,678 - Train: 97.40% [1218500/1251000] [974.0/1000.0] [batch_t 0.147 (0.168)] [data_t 0.003] [optim_t 0.144] [lr 0.000035] [CE 4.162 (4.184)] [KD 2.713 (2.903)] +2024-10-14 04:31:07,373 - Train: 97.41% [1218550/1251000] [974.1/1000.0] [batch_t 0.144 (0.154)] [data_t 0.003] [optim_t 0.141] [lr 0.000035] [CE 4.698 (4.204)] [KD 3.175 (2.949)] +2024-10-14 04:31:14,803 - Train: 97.41% [1218600/1251000] [974.1/1000.0] [batch_t 0.156 (0.148)] [data_t 0.005] [optim_t 0.150] [lr 0.000035] [CE 4.323 (4.157)] [KD 2.915 (2.919)] +2024-10-14 04:31:22,439 - Train: 97.41% [1218650/1251000] [974.1/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000035] [CE 3.214 (4.134)] [KD 2.414 (2.907)] +2024-10-14 04:31:29,952 - Train: 97.42% [1218700/1251000] [974.2/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000035] [CE 4.605 (4.217)] [KD 3.166 (2.968)] +2024-10-14 04:31:37,549 - Train: 97.42% [1218750/1251000] [974.2/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.139] [lr 0.000035] [CE 3.618 (4.181)] [KD 2.706 (2.923)] +2024-10-14 04:31:45,124 - Train: 97.43% [1218800/1251000] [974.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000035] [CE 4.510 (4.242)] [KD 3.205 (2.970)] +2024-10-14 04:31:52,780 - Train: 97.43% [1218850/1251000] [974.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000035] [CE 4.552 (4.216)] [KD 3.153 (2.928)] +2024-10-14 04:32:00,256 - Train: 97.43% [1218900/1251000] [974.3/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.139] [lr 0.000035] [CE 4.314 (4.177)] [KD 3.001 (2.940)] +2024-10-14 04:32:07,763 - Train: 97.44% [1218950/1251000] [974.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000035] [CE 4.396 (4.198)] [KD 2.937 (2.931)] +2024-10-14 04:32:15,136 - Train: 97.44% [1219000/1251000] [974.4/1000.0] [batch_t 0.151 (0.147)] [data_t 0.006] [optim_t 0.145] [lr 0.000035] [CE 4.334 (4.175)] [KD 2.855 (2.905)] +2024-10-14 04:32:22,715 - Train: 97.45% [1219050/1251000] [974.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000035] [CE 4.105 (4.198)] [KD 3.063 (2.949)] +2024-10-14 04:32:30,248 - Train: 97.45% [1219100/1251000] [974.5/1000.0] [batch_t 0.142 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.000035] [CE 4.174 (4.259)] [KD 2.787 (2.973)] +2024-10-14 04:32:37,764 - Train: 97.45% [1219150/1251000] [974.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000035] [CE 4.474 (4.232)] [KD 3.025 (2.940)] +2024-10-14 04:32:45,401 - Train: 97.46% [1219200/1251000] [974.6/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.139] [lr 0.000035] [CE 3.869 (4.155)] [KD 2.646 (2.893)] +2024-10-14 04:32:52,908 - Train: 97.46% [1219250/1251000] [974.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.000035] [CE 3.740 (4.198)] [KD 2.622 (2.949)] +2024-10-14 04:33:00,382 - Train: 97.47% [1219300/1251000] [974.7/1000.0] [batch_t 0.248 (0.149)] [data_t 0.003] [optim_t 0.245] [lr 0.000035] [CE 3.973 (4.145)] [KD 2.803 (2.898)] +2024-10-14 04:33:07,818 - Train: 97.47% [1219350/1251000] [974.7/1000.0] [batch_t 0.143 (0.149)] [data_t 0.003] [optim_t 0.140] [lr 0.000035] [CE 4.240 (4.153)] [KD 2.909 (2.907)] +2024-10-14 04:33:15,457 - Train: 97.47% [1219400/1251000] [974.7/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.139] [lr 0.000035] [CE 4.109 (4.196)] [KD 2.863 (2.931)] +2024-10-14 04:33:22,915 - Train: 97.48% [1219450/1251000] [974.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000035] [CE 4.227 (4.166)] [KD 2.819 (2.888)] +2024-10-14 04:33:30,372 - Train: 97.48% [1219500/1251000] [974.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000035] [CE 3.917 (4.234)] [KD 2.948 (2.944)] +2024-10-14 04:33:37,856 - Train: 97.49% [1219550/1251000] [974.9/1000.0] [batch_t 0.143 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.000035] [CE 4.006 (4.253)] [KD 2.814 (2.969)] +2024-10-14 04:33:45,372 - Train: 97.49% [1219600/1251000] [974.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000035] [CE 4.548 (4.216)] [KD 3.043 (2.911)] +2024-10-14 04:33:52,851 - Train: 97.49% [1219650/1251000] [974.9/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.146] [lr 0.000035] [CE 4.197 (4.180)] [KD 3.064 (2.935)] +2024-10-14 04:34:00,507 - Train: 97.50% [1219700/1251000] [975.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000035] [CE 4.518 (4.200)] [KD 3.061 (2.928)] +2024-10-14 04:34:10,019 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 38169] [top5_cnt 46434] [top_all 50000] +2024-10-14 04:34:10,020 - net: 76.338 (92.868) +2024-10-14 04:34:15,821 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 38355] [top5_cnt 46530] [top_all 50000] +2024-10-14 04:34:15,822 - net_E: 76.710 (93.060) +2024-10-14 04:34:15,946 - Max [top1: 76.456 (epoch: 970)] [top1-ema: 76.716 (epoch: 972)] +2024-10-14 04:34:15,946 - ==> Total time: 2 days, 6:47:06 Eta: 1:24:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 04:34:22,723 - Train: 97.50% [1219750/1251000] [975.0/1000.0] [batch_t 0.144 (0.173)] [data_t 0.003] [optim_t 0.141] [lr 0.000035] [CE 4.191 (4.178)] [KD 2.840 (2.918)] +2024-10-14 04:34:30,153 - Train: 97.51% [1219800/1251000] [975.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000035] [CE 4.293 (4.077)] [KD 3.036 (2.872)] +2024-10-14 04:34:37,695 - Train: 97.51% [1219850/1251000] [975.1/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.000035] [CE 4.306 (4.209)] [KD 2.983 (2.954)] +2024-10-14 04:34:45,255 - Train: 97.51% [1219900/1251000] [975.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000035] [CE 4.508 (4.222)] [KD 3.084 (2.973)] +2024-10-14 04:34:52,715 - Train: 97.52% [1219950/1251000] [975.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000035] [CE 4.234 (4.232)] [KD 2.826 (2.960)] +2024-10-14 04:35:00,380 - Train: 97.52% [1220000/1251000] [975.2/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.000034] [CE 4.314 (4.177)] [KD 2.933 (2.950)] +2024-10-14 04:35:07,969 - Train: 97.53% [1220050/1251000] [975.3/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.000034] [CE 4.398 (4.287)] [KD 3.008 (2.971)] +2024-10-14 04:35:15,613 - Train: 97.53% [1220100/1251000] [975.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000034] [CE 3.681 (4.109)] [KD 2.709 (2.878)] +2024-10-14 04:35:22,970 - Train: 97.53% [1220150/1251000] [975.3/1000.0] [batch_t 0.148 (0.147)] [data_t 0.006] [optim_t 0.142] [lr 0.000034] [CE 4.704 (4.110)] [KD 3.208 (2.889)] +2024-10-14 04:35:30,644 - Train: 97.54% [1220200/1251000] [975.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000034] [CE 4.284 (4.194)] [KD 3.075 (2.935)] +2024-10-14 04:35:38,315 - Train: 97.54% [1220250/1251000] [975.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000034] [CE 4.175 (4.109)] [KD 2.739 (2.899)] +2024-10-14 04:35:45,896 - Train: 97.55% [1220300/1251000] [975.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000034] [CE 4.678 (4.154)] [KD 3.365 (2.887)] +2024-10-14 04:35:53,359 - Train: 97.55% [1220350/1251000] [975.5/1000.0] [batch_t 0.152 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.000034] [CE 3.857 (4.204)] [KD 2.668 (2.961)] +2024-10-14 04:36:00,903 - Train: 97.55% [1220400/1251000] [975.5/1000.0] [batch_t 0.145 (0.151)] [data_t 0.005] [optim_t 0.140] [lr 0.000034] [CE 3.955 (4.190)] [KD 2.898 (2.913)] +2024-10-14 04:36:08,426 - Train: 97.56% [1220450/1251000] [975.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000034] [CE 4.305 (4.267)] [KD 3.089 (2.965)] +2024-10-14 04:36:16,037 - Train: 97.56% [1220500/1251000] [975.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000034] [CE 4.042 (4.198)] [KD 2.895 (2.925)] +2024-10-14 04:36:23,633 - Train: 97.57% [1220550/1251000] [975.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000034] [CE 4.418 (4.195)] [KD 3.073 (2.930)] +2024-10-14 04:36:31,217 - Train: 97.57% [1220600/1251000] [975.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000034] [CE 3.897 (4.203)] [KD 2.709 (2.941)] +2024-10-14 04:36:38,712 - Train: 97.57% [1220650/1251000] [975.7/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000034] [CE 4.714 (4.237)] [KD 3.430 (2.991)] +2024-10-14 04:36:46,236 - Train: 97.58% [1220700/1251000] [975.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000034] [CE 4.087 (4.241)] [KD 2.972 (2.974)] +2024-10-14 04:36:53,684 - Train: 97.58% [1220750/1251000] [975.8/1000.0] [batch_t 0.145 (0.149)] [data_t 0.003] [optim_t 0.142] [lr 0.000034] [CE 4.398 (4.206)] [KD 3.029 (2.935)] +2024-10-14 04:37:01,193 - Train: 97.59% [1220800/1251000] [975.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000034] [CE 4.702 (4.247)] [KD 3.180 (2.949)] +2024-10-14 04:37:08,853 - Train: 97.59% [1220850/1251000] [975.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000034] [CE 4.176 (4.180)] [KD 2.782 (2.922)] +2024-10-14 04:37:16,343 - Train: 97.59% [1220900/1251000] [975.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000034] [CE 4.200 (4.188)] [KD 2.793 (2.931)] +2024-10-14 04:37:23,841 - Train: 97.60% [1220950/1251000] [976.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.005] [optim_t 0.140] [lr 0.000034] [CE 4.109 (4.176)] [KD 3.087 (2.907)] +2024-10-14 04:37:33,281 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 38197] [top5_cnt 46425] [top_all 50000] +2024-10-14 04:37:33,282 - net: 76.394 (92.850) +2024-10-14 04:37:38,996 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.102)] [top1_cnt 38380] [top5_cnt 46536] [top_all 50000] +2024-10-14 04:37:38,996 - net_E: 76.760 (93.072) +2024-10-14 04:37:39,204 - Max [top1: 76.456 (epoch: 970)] [top1-ema: 76.760 (epoch: 976)] +2024-10-14 04:37:39,204 - ==> Total time: 2 days, 6:50:30 Eta: 1:20:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 04:37:45,731 - Train: 97.60% [1221000/1251000] [976.0/1000.0] [batch_t 0.147 (0.165)] [data_t 0.005] [optim_t 0.142] [lr 0.000034] [CE 3.938 (4.210)] [KD 2.815 (2.904)] +2024-10-14 04:37:53,475 - Train: 97.61% [1221050/1251000] [976.1/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000034] [CE 4.038 (4.194)] [KD 2.901 (2.932)] +2024-10-14 04:38:01,377 - Train: 97.61% [1221100/1251000] [976.1/1000.0] [batch_t 0.146 (0.158)] [data_t 0.004] [optim_t 0.142] [lr 0.000034] [CE 3.960 (4.144)] [KD 2.740 (2.883)] +2024-10-14 04:38:09,006 - Train: 97.61% [1221150/1251000] [976.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000034] [CE 4.466 (4.186)] [KD 3.029 (2.934)] +2024-10-14 04:38:16,486 - Train: 97.62% [1221200/1251000] [976.2/1000.0] [batch_t 0.152 (0.149)] [data_t 0.005] [optim_t 0.147] [lr 0.000034] [CE 4.394 (4.217)] [KD 3.039 (2.907)] +2024-10-14 04:38:23,935 - Train: 97.62% [1221250/1251000] [976.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000034] [CE 4.150 (4.196)] [KD 3.056 (2.934)] +2024-10-14 04:38:31,530 - Train: 97.63% [1221300/1251000] [976.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000034] [CE 4.428 (4.204)] [KD 3.126 (2.908)] +2024-10-14 04:38:39,240 - Train: 97.63% [1221350/1251000] [976.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000034] [CE 4.338 (4.068)] [KD 3.081 (2.889)] +2024-10-14 04:38:47,106 - Train: 97.63% [1221400/1251000] [976.3/1000.0] [batch_t 0.145 (0.157)] [data_t 0.005] [optim_t 0.140] [lr 0.000034] [CE 4.121 (4.231)] [KD 2.949 (2.943)] +2024-10-14 04:38:54,721 - Train: 97.64% [1221450/1251000] [976.4/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.000034] [CE 4.061 (4.150)] [KD 2.878 (2.912)] +2024-10-14 04:39:02,270 - Train: 97.64% [1221500/1251000] [976.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000034] [CE 4.470 (4.201)] [KD 3.155 (2.932)] +2024-10-14 04:39:09,974 - Train: 97.65% [1221550/1251000] [976.5/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000034] [CE 3.700 (4.179)] [KD 2.656 (2.894)] +2024-10-14 04:39:17,414 - Train: 97.65% [1221600/1251000] [976.5/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.000034] [CE 4.047 (4.190)] [KD 2.876 (2.922)] +2024-10-14 04:39:24,920 - Train: 97.65% [1221650/1251000] [976.5/1000.0] [batch_t 0.159 (0.150)] [data_t 0.006] [optim_t 0.154] [lr 0.000034] [CE 3.866 (4.228)] [KD 2.641 (2.943)] +2024-10-14 04:39:32,561 - Train: 97.66% [1221700/1251000] [976.6/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.000034] [CE 4.090 (4.131)] [KD 2.898 (2.914)] +2024-10-14 04:39:40,126 - Train: 97.66% [1221750/1251000] [976.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000034] [CE 4.196 (4.242)] [KD 2.788 (2.952)] +2024-10-14 04:39:47,535 - Train: 97.67% [1221800/1251000] [976.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.140] [lr 0.000034] [CE 4.327 (4.096)] [KD 3.026 (2.886)] +2024-10-14 04:39:55,069 - Train: 97.67% [1221850/1251000] [976.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000034] [CE 4.159 (4.208)] [KD 2.884 (2.935)] +2024-10-14 04:40:02,634 - Train: 97.67% [1221900/1251000] [976.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.007] [optim_t 0.144] [lr 0.000034] [CE 4.023 (4.216)] [KD 2.847 (2.976)] +2024-10-14 04:40:10,381 - Train: 97.68% [1221950/1251000] [976.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000034] [CE 3.668 (4.226)] [KD 2.585 (2.948)] +2024-10-14 04:40:18,212 - Train: 97.68% [1222000/1251000] [976.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000034] [CE 4.122 (4.245)] [KD 2.712 (2.954)] +2024-10-14 04:40:25,678 - Train: 97.69% [1222050/1251000] [976.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000034] [CE 4.297 (4.221)] [KD 3.144 (2.927)] +2024-10-14 04:40:33,142 - Train: 97.69% [1222100/1251000] [976.9/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000034] [CE 4.012 (4.200)] [KD 2.807 (2.916)] +2024-10-14 04:40:40,725 - Train: 97.69% [1222150/1251000] [976.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000034] [CE 4.509 (4.214)] [KD 2.999 (2.938)] +2024-10-14 04:40:48,239 - Train: 97.70% [1222200/1251000] [977.0/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000034] [CE 4.074 (4.235)] [KD 2.980 (2.928)] +2024-10-14 04:40:57,941 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 38216] [top5_cnt 46453] [top_all 50000] +2024-10-14 04:40:57,941 - net: 76.432 (92.906) +2024-10-14 04:41:03,674 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 38401] [top5_cnt 46535] [top_all 50000] +2024-10-14 04:41:03,674 - net_E: 76.802 (93.070) +2024-10-14 04:41:03,818 - Max [top1: 76.456 (epoch: 970)] [top1-ema: 76.802 (epoch: 977)] +2024-10-14 04:41:03,819 - ==> Total time: 2 days, 6:53:54 Eta: 1:17:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 04:41:11,842 - Train: 97.70% [1222250/1251000] [977.0/1000.0] [batch_t 0.148 (0.180)] [data_t 0.005] [optim_t 0.143] [lr 0.000034] [CE 4.752 (4.209)] [KD 3.113 (2.976)] +2024-10-14 04:41:19,511 - Train: 97.71% [1222300/1251000] [977.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.000034] [CE 3.744 (4.225)] [KD 2.595 (2.944)] +2024-10-14 04:41:27,075 - Train: 97.71% [1222350/1251000] [977.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000034] [CE 4.213 (4.221)] [KD 2.994 (2.940)] +2024-10-14 04:41:34,468 - Train: 97.71% [1222400/1251000] [977.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000034] [CE 4.270 (4.161)] [KD 3.164 (2.912)] +2024-10-14 04:41:41,884 - Train: 97.72% [1222450/1251000] [977.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000034] [CE 4.392 (4.226)] [KD 2.988 (2.906)] +2024-10-14 04:41:49,463 - Train: 97.72% [1222500/1251000] [977.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000034] [CE 4.441 (4.061)] [KD 3.062 (2.833)] +2024-10-14 04:41:57,085 - Train: 97.73% [1222550/1251000] [977.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000034] [CE 3.901 (4.193)] [KD 2.757 (2.924)] +2024-10-14 04:42:04,634 - Train: 97.73% [1222600/1251000] [977.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000034] [CE 4.479 (4.133)] [KD 3.033 (2.892)] +2024-10-14 04:42:12,085 - Train: 97.73% [1222650/1251000] [977.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000034] [CE 4.005 (4.179)] [KD 2.807 (2.908)] +2024-10-14 04:42:19,776 - Train: 97.74% [1222700/1251000] [977.4/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.000034] [CE 3.927 (4.130)] [KD 2.768 (2.872)] +2024-10-14 04:42:27,471 - Train: 97.74% [1222750/1251000] [977.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000034] [CE 4.280 (4.197)] [KD 2.990 (2.926)] +2024-10-14 04:42:34,994 - Train: 97.75% [1222800/1251000] [977.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000034] [CE 4.197 (4.180)] [KD 2.890 (2.900)] +2024-10-14 04:42:42,455 - Train: 97.75% [1222850/1251000] [977.5/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000034] [CE 4.070 (4.205)] [KD 2.941 (2.926)] +2024-10-14 04:42:50,116 - Train: 97.75% [1222900/1251000] [977.5/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.140] [lr 0.000034] [CE 4.314 (4.241)] [KD 3.041 (2.962)] +2024-10-14 04:42:57,524 - Train: 97.76% [1222950/1251000] [977.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000034] [CE 3.979 (4.176)] [KD 2.795 (2.897)] +2024-10-14 04:43:05,083 - Train: 97.76% [1223000/1251000] [977.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000034] [CE 4.059 (4.156)] [KD 2.862 (2.916)] +2024-10-14 04:43:12,610 - Train: 97.77% [1223050/1251000] [977.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.000034] [CE 4.020 (4.127)] [KD 2.826 (2.870)] +2024-10-14 04:43:20,256 - Train: 97.77% [1223100/1251000] [977.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000034] [CE 4.120 (4.183)] [KD 2.829 (2.909)] +2024-10-14 04:43:27,824 - Train: 97.77% [1223150/1251000] [977.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000034] [CE 4.152 (4.209)] [KD 3.097 (2.949)] +2024-10-14 04:43:35,513 - Train: 97.78% [1223200/1251000] [977.8/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000034] [CE 4.372 (4.285)] [KD 2.938 (2.973)] +2024-10-14 04:43:42,921 - Train: 97.78% [1223250/1251000] [977.8/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000034] [CE 4.046 (4.258)] [KD 2.875 (2.961)] +2024-10-14 04:43:50,492 - Train: 97.79% [1223300/1251000] [977.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000034] [CE 4.191 (4.189)] [KD 2.976 (2.949)] +2024-10-14 04:43:58,168 - Train: 97.79% [1223350/1251000] [977.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000034] [CE 3.717 (4.204)] [KD 2.712 (2.902)] +2024-10-14 04:44:05,818 - Train: 97.79% [1223400/1251000] [977.9/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.140] [lr 0.000034] [CE 4.406 (4.239)] [KD 3.059 (2.951)] +2024-10-14 04:44:13,345 - Train: 97.80% [1223450/1251000] [978.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000034] [CE 3.959 (4.113)] [KD 2.925 (2.891)] +2024-10-14 04:44:23,098 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38145] [top5_cnt 46418] [top_all 50000] +2024-10-14 04:44:23,098 - net: 76.290 (92.836) +2024-10-14 04:44:28,830 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 38418] [top5_cnt 46530] [top_all 50000] +2024-10-14 04:44:28,831 - net_E: 76.836 (93.060) +2024-10-14 04:44:28,973 - Max [top1: 76.456 (epoch: 970)] [top1-ema: 76.836 (epoch: 978)] +2024-10-14 04:44:28,974 - ==> Total time: 2 days, 6:57:20 Eta: 1:14:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 04:44:35,557 - Train: 97.80% [1223500/1251000] [978.0/1000.0] [batch_t 0.145 (0.166)] [data_t 0.005] [optim_t 0.140] [lr 0.000034] [CE 4.291 (4.190)] [KD 2.969 (2.951)] +2024-10-14 04:44:42,955 - Train: 97.81% [1223550/1251000] [978.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.000034] [CE 4.000 (4.190)] [KD 2.763 (2.905)] +2024-10-14 04:44:50,660 - Train: 97.81% [1223600/1251000] [978.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000034] [CE 3.824 (4.169)] [KD 2.799 (2.909)] +2024-10-14 04:44:58,312 - Train: 97.81% [1223650/1251000] [978.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000034] [CE 3.916 (4.253)] [KD 2.833 (2.959)] +2024-10-14 04:45:05,780 - Train: 97.82% [1223700/1251000] [978.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000033] [CE 3.144 (4.145)] [KD 2.350 (2.886)] +2024-10-14 04:45:13,370 - Train: 97.82% [1223750/1251000] [978.2/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000033] [CE 4.434 (4.168)] [KD 3.099 (2.920)] +2024-10-14 04:45:21,083 - Train: 97.83% [1223800/1251000] [978.3/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000033] [CE 4.024 (4.178)] [KD 2.668 (2.916)] +2024-10-14 04:45:28,496 - Train: 97.83% [1223850/1251000] [978.3/1000.0] [batch_t 0.142 (0.148)] [data_t 0.003] [optim_t 0.139] [lr 0.000033] [CE 4.507 (4.262)] [KD 3.196 (2.965)] +2024-10-14 04:45:36,321 - Train: 97.83% [1223900/1251000] [978.3/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000033] [CE 4.604 (4.253)] [KD 3.156 (2.938)] +2024-10-14 04:45:43,958 - Train: 97.84% [1223950/1251000] [978.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000033] [CE 4.392 (4.155)] [KD 2.924 (2.890)] +2024-10-14 04:45:51,361 - Train: 97.84% [1224000/1251000] [978.4/1000.0] [batch_t 0.156 (0.148)] [data_t 0.005] [optim_t 0.151] [lr 0.000033] [CE 3.947 (4.250)] [KD 2.703 (2.928)] +2024-10-14 04:45:58,894 - Train: 97.85% [1224050/1251000] [978.5/1000.0] [batch_t 0.153 (0.151)] [data_t 0.006] [optim_t 0.147] [lr 0.000033] [CE 4.562 (4.167)] [KD 2.859 (2.926)] +2024-10-14 04:46:06,334 - Train: 97.85% [1224100/1251000] [978.5/1000.0] [batch_t 0.157 (0.149)] [data_t 0.003] [optim_t 0.155] [lr 0.000033] [CE 4.092 (4.235)] [KD 2.826 (2.945)] +2024-10-14 04:46:14,009 - Train: 97.85% [1224150/1251000] [978.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000033] [CE 4.390 (4.170)] [KD 2.938 (2.878)] +2024-10-14 04:46:21,513 - Train: 97.86% [1224200/1251000] [978.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000033] [CE 4.731 (4.170)] [KD 3.174 (2.926)] +2024-10-14 04:46:29,036 - Train: 97.86% [1224250/1251000] [978.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000033] [CE 4.624 (4.102)] [KD 3.019 (2.884)] +2024-10-14 04:46:36,711 - Train: 97.87% [1224300/1251000] [978.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000033] [CE 3.857 (4.159)] [KD 2.799 (2.911)] +2024-10-14 04:46:44,454 - Train: 97.87% [1224350/1251000] [978.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000033] [CE 4.561 (4.170)] [KD 3.158 (2.935)] +2024-10-14 04:46:51,880 - Train: 97.87% [1224400/1251000] [978.7/1000.0] [batch_t 0.151 (0.148)] [data_t 0.006] [optim_t 0.145] [lr 0.000033] [CE 4.218 (4.165)] [KD 2.941 (2.888)] +2024-10-14 04:46:59,377 - Train: 97.88% [1224450/1251000] [978.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000033] [CE 3.807 (4.240)] [KD 2.868 (2.932)] +2024-10-14 04:47:06,995 - Train: 97.88% [1224500/1251000] [978.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000033] [CE 4.290 (4.112)] [KD 2.913 (2.868)] +2024-10-14 04:47:14,382 - Train: 97.89% [1224550/1251000] [978.9/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000033] [CE 4.482 (4.178)] [KD 3.085 (2.900)] +2024-10-14 04:47:21,755 - Train: 97.89% [1224600/1251000] [978.9/1000.0] [batch_t 0.145 (0.147)] [data_t 0.005] [optim_t 0.140] [lr 0.000033] [CE 3.896 (4.240)] [KD 2.721 (2.949)] +2024-10-14 04:47:29,469 - Train: 97.89% [1224650/1251000] [978.9/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.000033] [CE 3.938 (4.171)] [KD 2.809 (2.917)] +2024-10-14 04:47:36,897 - Train: 97.90% [1224700/1251000] [979.0/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.000033] [CE 3.800 (4.153)] [KD 2.737 (2.920)] +2024-10-14 04:47:46,973 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 38075] [top5_cnt 46398] [top_all 50000] +2024-10-14 04:47:46,973 - net: 76.150 (92.796) +2024-10-14 04:47:52,831 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38410] [top5_cnt 46552] [top_all 50000] +2024-10-14 04:47:52,832 - net_E: 76.820 (93.104) +2024-10-14 04:47:52,969 - Max [top1: 76.456 (epoch: 970)] [top1-ema: 76.836 (epoch: 978)] +2024-10-14 04:47:52,969 - ==> Total time: 2 days, 7:00:44 Eta: 1:10:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 04:47:58,428 - Train: 97.90% [1224750/1251000] [979.0/1000.0] [batch_t 0.155 (0.188)] [data_t 0.004] [optim_t 0.152] [lr 0.000033] [CE 3.991 (4.120)] [KD 2.697 (2.873)] +2024-10-14 04:48:06,068 - Train: 97.91% [1224800/1251000] [979.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000033] [CE 4.567 (4.174)] [KD 3.119 (2.912)] +2024-10-14 04:48:13,536 - Train: 97.91% [1224850/1251000] [979.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000033] [CE 4.512 (4.253)] [KD 3.101 (2.938)] +2024-10-14 04:48:20,944 - Train: 97.91% [1224900/1251000] [979.1/1000.0] [batch_t 0.152 (0.148)] [data_t 0.006] [optim_t 0.146] [lr 0.000033] [CE 4.512 (4.150)] [KD 3.249 (2.900)] +2024-10-14 04:48:28,602 - Train: 97.92% [1224950/1251000] [979.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.000033] [CE 4.215 (4.136)] [KD 2.928 (2.864)] +2024-10-14 04:48:36,260 - Train: 97.92% [1225000/1251000] [979.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000033] [CE 4.476 (4.207)] [KD 3.102 (2.948)] +2024-10-14 04:48:43,995 - Train: 97.93% [1225050/1251000] [979.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000033] [CE 4.460 (4.207)] [KD 3.053 (2.923)] +2024-10-14 04:48:51,425 - Train: 97.93% [1225100/1251000] [979.3/1000.0] [batch_t 0.145 (0.148)] [data_t 0.003] [optim_t 0.142] [lr 0.000033] [CE 4.938 (4.299)] [KD 3.179 (2.969)] +2024-10-14 04:48:58,795 - Train: 97.93% [1225150/1251000] [979.3/1000.0] [batch_t 0.149 (0.147)] [data_t 0.005] [optim_t 0.145] [lr 0.000033] [CE 4.500 (4.250)] [KD 2.888 (2.935)] +2024-10-14 04:49:06,458 - Train: 97.94% [1225200/1251000] [979.4/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000033] [CE 4.408 (4.185)] [KD 2.889 (2.916)] +2024-10-14 04:49:13,944 - Train: 97.94% [1225250/1251000] [979.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000033] [CE 4.543 (4.200)] [KD 3.211 (2.926)] +2024-10-14 04:49:21,442 - Train: 97.95% [1225300/1251000] [979.5/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.000033] [CE 4.299 (4.234)] [KD 3.000 (2.942)] +2024-10-14 04:49:29,075 - Train: 97.95% [1225350/1251000] [979.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000033] [CE 3.629 (4.264)] [KD 2.483 (2.984)] +2024-10-14 04:49:36,586 - Train: 97.95% [1225400/1251000] [979.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000033] [CE 3.803 (4.196)] [KD 2.741 (2.920)] +2024-10-14 04:49:43,992 - Train: 97.96% [1225450/1251000] [979.6/1000.0] [batch_t 0.143 (0.148)] [data_t 0.004] [optim_t 0.139] [lr 0.000033] [CE 4.140 (4.195)] [KD 2.885 (2.917)] +2024-10-14 04:49:51,539 - Train: 97.96% [1225500/1251000] [979.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000033] [CE 4.267 (4.210)] [KD 2.969 (2.961)] +2024-10-14 04:49:59,061 - Train: 97.97% [1225550/1251000] [979.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000033] [CE 4.377 (4.186)] [KD 3.192 (2.899)] +2024-10-14 04:50:06,956 - Train: 97.97% [1225600/1251000] [979.7/1000.0] [batch_t 0.159 (0.158)] [data_t 0.005] [optim_t 0.153] [lr 0.000033] [CE 3.392 (4.229)] [KD 2.435 (2.956)] +2024-10-14 04:50:14,498 - Train: 97.97% [1225650/1251000] [979.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000033] [CE 4.454 (4.179)] [KD 2.835 (2.915)] +2024-10-14 04:50:21,918 - Train: 97.98% [1225700/1251000] [979.8/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.000033] [CE 4.378 (4.176)] [KD 2.896 (2.898)] +2024-10-14 04:50:29,305 - Train: 97.98% [1225750/1251000] [979.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.004] [optim_t 0.146] [lr 0.000033] [CE 4.188 (4.168)] [KD 2.877 (2.922)] +2024-10-14 04:50:36,944 - Train: 97.99% [1225800/1251000] [979.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000033] [CE 4.191 (4.160)] [KD 2.895 (2.920)] +2024-10-14 04:50:44,451 - Train: 97.99% [1225850/1251000] [979.9/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.000033] [CE 4.363 (4.241)] [KD 3.118 (2.961)] +2024-10-14 04:50:52,086 - Train: 97.99% [1225900/1251000] [979.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000033] [CE 3.531 (4.155)] [KD 2.470 (2.917)] +2024-10-14 04:50:59,592 - Train: 98.00% [1225950/1251000] [980.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000033] [CE 4.120 (4.196)] [KD 2.824 (2.962)] +2024-10-14 04:51:09,779 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 38283] [top5_cnt 46501] [top_all 50000] +2024-10-14 04:51:09,780 - net: 76.566 (93.002) +2024-10-14 04:51:15,610 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38403] [top5_cnt 46547] [top_all 50000] +2024-10-14 04:51:15,611 - net_E: 76.806 (93.094) +2024-10-14 04:51:15,759 - Max [top1: 76.566 (epoch: 980)] [top1-ema: 76.836 (epoch: 978)] +2024-10-14 04:51:15,759 - ==> Total time: 2 days, 7:04:06 Eta: 1:07:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 04:51:21,850 - Train: 98.00% [1226000/1251000] [980.0/1000.0] [batch_t 0.283 (0.178)] [data_t 0.005] [optim_t 0.278] [lr 0.000033] [CE 4.249 (4.224)] [KD 2.880 (2.919)] +2024-10-14 04:51:29,542 - Train: 98.01% [1226050/1251000] [980.1/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.000033] [CE 4.274 (4.160)] [KD 2.759 (2.890)] +2024-10-14 04:51:37,095 - Train: 98.01% [1226100/1251000] [980.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000033] [CE 3.908 (4.164)] [KD 2.768 (2.879)] +2024-10-14 04:51:44,735 - Train: 98.01% [1226150/1251000] [980.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000033] [CE 3.987 (4.207)] [KD 2.967 (2.917)] +2024-10-14 04:51:52,334 - Train: 98.02% [1226200/1251000] [980.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000033] [CE 4.289 (4.199)] [KD 3.211 (2.939)] +2024-10-14 04:51:59,858 - Train: 98.02% [1226250/1251000] [980.2/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000033] [CE 3.953 (4.202)] [KD 2.938 (2.919)] +2024-10-14 04:52:07,486 - Train: 98.03% [1226300/1251000] [980.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000033] [CE 4.085 (4.178)] [KD 2.856 (2.903)] +2024-10-14 04:52:14,996 - Train: 98.03% [1226350/1251000] [980.3/1000.0] [batch_t 0.154 (0.150)] [data_t 0.007] [optim_t 0.148] [lr 0.000033] [CE 4.175 (4.178)] [KD 2.941 (2.902)] +2024-10-14 04:52:22,523 - Train: 98.03% [1226400/1251000] [980.3/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.141] [lr 0.000033] [CE 4.241 (4.197)] [KD 2.887 (2.922)] +2024-10-14 04:52:29,916 - Train: 98.04% [1226450/1251000] [980.4/1000.0] [batch_t 0.151 (0.148)] [data_t 0.004] [optim_t 0.147] [lr 0.000033] [CE 4.260 (4.212)] [KD 3.172 (2.919)] +2024-10-14 04:52:37,549 - Train: 98.04% [1226500/1251000] [980.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000033] [CE 4.189 (4.185)] [KD 2.966 (2.910)] +2024-10-14 04:52:45,033 - Train: 98.05% [1226550/1251000] [980.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000033] [CE 3.787 (4.210)] [KD 2.663 (2.919)] +2024-10-14 04:52:52,786 - Train: 98.05% [1226600/1251000] [980.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000033] [CE 4.352 (4.214)] [KD 3.057 (2.931)] +2024-10-14 04:53:00,287 - Train: 98.05% [1226650/1251000] [980.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000033] [CE 4.164 (4.130)] [KD 2.922 (2.864)] +2024-10-14 04:53:07,754 - Train: 98.06% [1226700/1251000] [980.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000033] [CE 4.338 (4.161)] [KD 3.040 (2.907)] +2024-10-14 04:53:15,286 - Train: 98.06% [1226750/1251000] [980.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000033] [CE 4.429 (4.126)] [KD 3.040 (2.866)] +2024-10-14 04:53:22,922 - Train: 98.07% [1226800/1251000] [980.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000033] [CE 4.097 (4.161)] [KD 2.770 (2.909)] +2024-10-14 04:53:30,305 - Train: 98.07% [1226850/1251000] [980.7/1000.0] [batch_t 0.147 (0.148)] [data_t 0.004] [optim_t 0.143] [lr 0.000033] [CE 4.239 (4.140)] [KD 2.930 (2.888)] +2024-10-14 04:53:38,050 - Train: 98.07% [1226900/1251000] [980.7/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000033] [CE 4.118 (4.202)] [KD 2.927 (2.930)] +2024-10-14 04:53:45,504 - Train: 98.08% [1226950/1251000] [980.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000033] [CE 4.279 (4.177)] [KD 2.975 (2.907)] +2024-10-14 04:53:53,185 - Train: 98.08% [1227000/1251000] [980.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000033] [CE 3.831 (4.217)] [KD 2.749 (2.909)] +2024-10-14 04:54:00,771 - Train: 98.09% [1227050/1251000] [980.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000033] [CE 4.343 (4.188)] [KD 2.897 (2.924)] +2024-10-14 04:54:08,293 - Train: 98.09% [1227100/1251000] [980.9/1000.0] [batch_t 0.156 (0.150)] [data_t 0.005] [optim_t 0.150] [lr 0.000033] [CE 4.018 (4.157)] [KD 2.789 (2.908)] +2024-10-14 04:54:16,022 - Train: 98.09% [1227150/1251000] [980.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000033] [CE 4.104 (4.151)] [KD 2.804 (2.903)] +2024-10-14 04:54:23,708 - Train: 98.10% [1227200/1251000] [981.0/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000033] [CE 3.671 (4.189)] [KD 2.643 (2.947)] +2024-10-14 04:54:33,848 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 38258] [top5_cnt 46544] [top_all 50000] +2024-10-14 04:54:33,849 - net: 76.516 (93.088) +2024-10-14 04:54:39,909 - Test (net_E): 100.00% [50/50] [batch_t 0.026 (0.105)] [top1_cnt 38413] [top5_cnt 46566] [top_all 50000] +2024-10-14 04:54:39,909 - net_E: 76.826 (93.132) +2024-10-14 04:54:40,078 - Max [top1: 76.566 (epoch: 980)] [top1-ema: 76.836 (epoch: 978)] +2024-10-14 04:54:40,078 - ==> Total time: 2 days, 7:07:31 Eta: 1:04:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 04:54:44,914 - Train: 98.10% [1227250/1251000] [981.0/1000.0] [batch_t 0.148 (0.169)] [data_t 0.005] [optim_t 0.144] [lr 0.000033] [CE 4.150 (4.184)] [KD 2.897 (2.941)] +2024-10-14 04:54:52,515 - Train: 98.11% [1227300/1251000] [981.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000033] [CE 4.538 (4.173)] [KD 2.999 (2.931)] +2024-10-14 04:55:00,086 - Train: 98.11% [1227350/1251000] [981.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000033] [CE 4.177 (4.249)] [KD 2.691 (2.921)] +2024-10-14 04:55:07,678 - Train: 98.11% [1227400/1251000] [981.1/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.000033] [CE 3.777 (4.151)] [KD 2.617 (2.919)] +2024-10-14 04:55:15,103 - Train: 98.12% [1227450/1251000] [981.2/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.000033] [CE 4.178 (4.164)] [KD 2.754 (2.901)] +2024-10-14 04:55:22,633 - Train: 98.12% [1227500/1251000] [981.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000033] [CE 4.297 (4.208)] [KD 3.052 (2.926)] +2024-10-14 04:55:30,470 - Train: 98.13% [1227550/1251000] [981.3/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000033] [CE 4.126 (4.177)] [KD 2.872 (2.912)] +2024-10-14 04:55:38,032 - Train: 98.13% [1227600/1251000] [981.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000033] [CE 4.140 (4.171)] [KD 3.007 (2.908)] +2024-10-14 04:55:45,540 - Train: 98.13% [1227650/1251000] [981.3/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.000033] [CE 4.466 (4.178)] [KD 2.977 (2.874)] +2024-10-14 04:55:53,133 - Train: 98.14% [1227700/1251000] [981.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.002] [optim_t 0.150] [lr 0.000033] [CE 4.526 (4.255)] [KD 2.948 (2.963)] +2024-10-14 04:56:00,592 - Train: 98.14% [1227750/1251000] [981.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.007] [optim_t 0.142] [lr 0.000033] [CE 4.657 (4.194)] [KD 3.206 (2.907)] +2024-10-14 04:56:08,183 - Train: 98.15% [1227800/1251000] [981.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.006] [optim_t 0.140] [lr 0.000033] [CE 4.037 (4.161)] [KD 2.879 (2.888)] +2024-10-14 04:56:15,635 - Train: 98.15% [1227850/1251000] [981.5/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000033] [CE 4.216 (4.194)] [KD 2.922 (2.899)] +2024-10-14 04:56:23,073 - Train: 98.15% [1227900/1251000] [981.5/1000.0] [batch_t 0.145 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000032] [CE 3.901 (4.180)] [KD 2.650 (2.886)] +2024-10-14 04:56:31,019 - Train: 98.16% [1227950/1251000] [981.6/1000.0] [batch_t 0.148 (0.159)] [data_t 0.006] [optim_t 0.142] [lr 0.000032] [CE 3.735 (4.094)] [KD 2.814 (2.861)] +2024-10-14 04:56:38,551 - Train: 98.16% [1228000/1251000] [981.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000032] [CE 4.202 (4.161)] [KD 2.945 (2.898)] +2024-10-14 04:56:46,047 - Train: 98.17% [1228050/1251000] [981.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000032] [CE 4.254 (4.178)] [KD 3.053 (2.929)] +2024-10-14 04:56:53,478 - Train: 98.17% [1228100/1251000] [981.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000032] [CE 4.149 (4.154)] [KD 3.028 (2.905)] +2024-10-14 04:57:01,066 - Train: 98.17% [1228150/1251000] [981.7/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000032] [CE 4.227 (4.253)] [KD 2.978 (2.973)] +2024-10-14 04:57:08,583 - Train: 98.18% [1228200/1251000] [981.8/1000.0] [batch_t 0.161 (0.150)] [data_t 0.005] [optim_t 0.156] [lr 0.000032] [CE 4.449 (4.176)] [KD 3.280 (2.935)] +2024-10-14 04:57:16,257 - Train: 98.18% [1228250/1251000] [981.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.000032] [CE 3.757 (4.143)] [KD 2.559 (2.923)] +2024-10-14 04:57:23,676 - Train: 98.19% [1228300/1251000] [981.9/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000032] [CE 4.065 (4.140)] [KD 2.661 (2.882)] +2024-10-14 04:57:31,435 - Train: 98.19% [1228350/1251000] [981.9/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000032] [CE 4.255 (4.176)] [KD 2.820 (2.930)] +2024-10-14 04:57:39,071 - Train: 98.19% [1228400/1251000] [981.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000032] [CE 4.377 (4.144)] [KD 2.859 (2.891)] +2024-10-14 04:57:46,533 - Train: 98.20% [1228450/1251000] [982.0/1000.0] [batch_t 0.153 (0.149)] [data_t 0.005] [optim_t 0.148] [lr 0.000032] [CE 4.141 (4.125)] [KD 2.707 (2.882)] +2024-10-14 04:57:56,965 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 38135] [top5_cnt 46451] [top_all 50000] +2024-10-14 04:57:56,966 - net: 76.270 (92.902) +2024-10-14 04:58:02,853 - Test (net_E): 100.00% [50/50] [batch_t 0.027 (0.105)] [top1_cnt 38401] [top5_cnt 46568] [top_all 50000] +2024-10-14 04:58:02,854 - net_E: 76.802 (93.136) +2024-10-14 04:58:03,014 - Max [top1: 76.566 (epoch: 980)] [top1-ema: 76.836 (epoch: 978)] +2024-10-14 04:58:03,014 - ==> Total time: 2 days, 7:10:54 Eta: 1:00:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 04:58:10,430 - Train: 98.20% [1228500/1251000] [982.0/1000.0] [batch_t 0.148 (0.170)] [data_t 0.004] [optim_t 0.145] [lr 0.000032] [CE 4.036 (4.209)] [KD 2.664 (2.935)] +2024-10-14 04:58:18,176 - Train: 98.21% [1228550/1251000] [982.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.000032] [CE 4.320 (4.189)] [KD 2.930 (2.905)] +2024-10-14 04:58:25,762 - Train: 98.21% [1228600/1251000] [982.1/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000032] [CE 4.219 (4.115)] [KD 2.959 (2.871)] +2024-10-14 04:58:33,514 - Train: 98.21% [1228650/1251000] [982.1/1000.0] [batch_t 0.161 (0.155)] [data_t 0.005] [optim_t 0.156] [lr 0.000032] [CE 3.830 (4.121)] [KD 2.660 (2.871)] +2024-10-14 04:58:41,088 - Train: 98.22% [1228700/1251000] [982.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000032] [CE 3.764 (4.212)] [KD 2.649 (2.924)] +2024-10-14 04:58:48,547 - Train: 98.22% [1228750/1251000] [982.2/1000.0] [batch_t 0.156 (0.149)] [data_t 0.003] [optim_t 0.154] [lr 0.000032] [CE 3.888 (4.164)] [KD 2.618 (2.874)] +2024-10-14 04:58:56,252 - Train: 98.23% [1228800/1251000] [982.3/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000032] [CE 4.240 (4.261)] [KD 2.879 (2.922)] +2024-10-14 04:59:03,703 - Train: 98.23% [1228850/1251000] [982.3/1000.0] [batch_t 0.157 (0.149)] [data_t 0.003] [optim_t 0.154] [lr 0.000032] [CE 4.232 (4.237)] [KD 2.746 (2.936)] +2024-10-14 04:59:11,297 - Train: 98.23% [1228900/1251000] [982.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000032] [CE 4.308 (4.205)] [KD 3.125 (2.937)] +2024-10-14 04:59:18,903 - Train: 98.24% [1228950/1251000] [982.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000032] [CE 4.792 (4.154)] [KD 3.178 (2.888)] +2024-10-14 04:59:26,560 - Train: 98.24% [1229000/1251000] [982.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000032] [CE 4.079 (4.109)] [KD 2.891 (2.877)] +2024-10-14 04:59:34,120 - Train: 98.25% [1229050/1251000] [982.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000032] [CE 3.885 (4.162)] [KD 2.620 (2.886)] +2024-10-14 04:59:41,606 - Train: 98.25% [1229100/1251000] [982.5/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.000032] [CE 4.154 (4.143)] [KD 3.197 (2.875)] +2024-10-14 04:59:49,018 - Train: 98.25% [1229150/1251000] [982.5/1000.0] [batch_t 0.155 (0.148)] [data_t 0.005] [optim_t 0.150] [lr 0.000032] [CE 3.938 (4.270)] [KD 2.822 (2.936)] +2024-10-14 04:59:56,672 - Train: 98.26% [1229200/1251000] [982.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000032] [CE 4.387 (4.159)] [KD 3.094 (2.905)] +2024-10-14 05:00:04,271 - Train: 98.26% [1229250/1251000] [982.6/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000032] [CE 4.099 (4.237)] [KD 2.864 (2.924)] +2024-10-14 05:00:11,641 - Train: 98.27% [1229300/1251000] [982.7/1000.0] [batch_t 0.149 (0.147)] [data_t 0.003] [optim_t 0.146] [lr 0.000032] [CE 4.263 (4.235)] [KD 2.963 (2.929)] +2024-10-14 05:00:19,173 - Train: 98.27% [1229350/1251000] [982.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000032] [CE 4.156 (4.196)] [KD 2.948 (2.924)] +2024-10-14 05:00:26,799 - Train: 98.27% [1229400/1251000] [982.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000032] [CE 4.192 (4.169)] [KD 2.955 (2.897)] +2024-10-14 05:00:34,160 - Train: 98.28% [1229450/1251000] [982.8/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.144] [lr 0.000032] [CE 4.495 (4.185)] [KD 3.270 (2.931)] +2024-10-14 05:00:41,674 - Train: 98.28% [1229500/1251000] [982.8/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000032] [CE 4.425 (4.218)] [KD 3.232 (2.957)] +2024-10-14 05:00:49,162 - Train: 98.29% [1229550/1251000] [982.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000032] [CE 4.057 (4.238)] [KD 2.791 (2.956)] +2024-10-14 05:00:56,681 - Train: 98.29% [1229600/1251000] [982.9/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.000032] [CE 4.383 (4.252)] [KD 3.046 (2.963)] +2024-10-14 05:01:04,427 - Train: 98.29% [1229650/1251000] [982.9/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000032] [CE 4.293 (4.094)] [KD 3.125 (2.861)] +2024-10-14 05:01:11,871 - Train: 98.30% [1229700/1251000] [983.0/1000.0] [batch_t 0.153 (0.149)] [data_t 0.003] [optim_t 0.150] [lr 0.000032] [CE 3.551 (4.158)] [KD 2.448 (2.873)] +2024-10-14 05:01:22,520 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.102)] [top1_cnt 38287] [top5_cnt 46489] [top_all 50000] +2024-10-14 05:01:22,521 - net: 76.574 (92.978) +2024-10-14 05:01:28,450 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 38406] [top5_cnt 46569] [top_all 50000] +2024-10-14 05:01:28,451 - net_E: 76.812 (93.138) +2024-10-14 05:01:28,637 - Max [top1: 76.574 (epoch: 983)] [top1-ema: 76.836 (epoch: 978)] +2024-10-14 05:01:28,637 - ==> Total time: 2 days, 7:14:19 Eta: 0:57:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 05:01:34,880 - Train: 98.30% [1229750/1251000] [983.0/1000.0] [batch_t 0.149 (0.170)] [data_t 0.007] [optim_t 0.142] [lr 0.000032] [CE 4.047 (4.201)] [KD 2.958 (2.907)] +2024-10-14 05:01:42,730 - Train: 98.31% [1229800/1251000] [983.1/1000.0] [batch_t 0.145 (0.157)] [data_t 0.004] [optim_t 0.141] [lr 0.000032] [CE 3.970 (4.143)] [KD 2.949 (2.921)] +2024-10-14 05:01:50,338 - Train: 98.31% [1229850/1251000] [983.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000032] [CE 4.777 (4.153)] [KD 3.191 (2.888)] +2024-10-14 05:01:57,812 - Train: 98.31% [1229900/1251000] [983.1/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000032] [CE 4.781 (4.128)] [KD 3.379 (2.908)] +2024-10-14 05:02:05,319 - Train: 98.32% [1229950/1251000] [983.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000032] [CE 4.097 (4.124)] [KD 3.157 (2.910)] +2024-10-14 05:02:12,971 - Train: 98.32% [1230000/1251000] [983.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000032] [CE 4.287 (4.130)] [KD 3.053 (2.876)] +2024-10-14 05:02:20,897 - Train: 98.33% [1230050/1251000] [983.3/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.000032] [CE 4.037 (4.177)] [KD 2.801 (2.893)] +2024-10-14 05:02:28,568 - Train: 98.33% [1230100/1251000] [983.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000032] [CE 4.060 (4.147)] [KD 2.911 (2.871)] +2024-10-14 05:02:36,176 - Train: 98.33% [1230150/1251000] [983.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000032] [CE 4.396 (4.189)] [KD 3.213 (2.943)] +2024-10-14 05:02:43,707 - Train: 98.34% [1230200/1251000] [983.4/1000.0] [batch_t 0.152 (0.150)] [data_t 0.006] [optim_t 0.146] [lr 0.000032] [CE 4.640 (4.205)] [KD 3.079 (2.924)] +2024-10-14 05:02:51,176 - Train: 98.34% [1230250/1251000] [983.4/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000032] [CE 3.921 (4.265)] [KD 2.685 (2.954)] +2024-10-14 05:02:58,667 - Train: 98.35% [1230300/1251000] [983.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000032] [CE 4.249 (4.143)] [KD 2.965 (2.924)] +2024-10-14 05:03:06,352 - Train: 98.35% [1230350/1251000] [983.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000032] [CE 3.757 (4.190)] [KD 2.788 (2.913)] +2024-10-14 05:03:13,941 - Train: 98.35% [1230400/1251000] [983.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000032] [CE 3.432 (4.149)] [KD 2.382 (2.934)] +2024-10-14 05:03:21,531 - Train: 98.36% [1230450/1251000] [983.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000032] [CE 4.102 (4.152)] [KD 2.792 (2.888)] +2024-10-14 05:03:29,254 - Train: 98.36% [1230500/1251000] [983.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000032] [CE 4.269 (4.187)] [KD 2.959 (2.916)] +2024-10-14 05:03:36,746 - Train: 98.37% [1230550/1251000] [983.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000032] [CE 3.956 (4.150)] [KD 2.794 (2.895)] +2024-10-14 05:03:44,353 - Train: 98.37% [1230600/1251000] [983.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000032] [CE 4.136 (4.255)] [KD 2.864 (2.968)] +2024-10-14 05:03:52,058 - Train: 98.37% [1230650/1251000] [983.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000032] [CE 4.108 (4.182)] [KD 2.973 (2.905)] +2024-10-14 05:03:59,562 - Train: 98.38% [1230700/1251000] [983.8/1000.0] [batch_t 0.156 (0.150)] [data_t 0.004] [optim_t 0.152] [lr 0.000032] [CE 4.398 (4.166)] [KD 2.934 (2.879)] +2024-10-14 05:04:07,181 - Train: 98.38% [1230750/1251000] [983.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000032] [CE 4.675 (4.246)] [KD 3.129 (2.956)] +2024-10-14 05:04:14,837 - Train: 98.39% [1230800/1251000] [983.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.000032] [CE 4.334 (4.130)] [KD 3.111 (2.864)] +2024-10-14 05:04:22,438 - Train: 98.39% [1230850/1251000] [983.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000032] [CE 3.894 (4.182)] [KD 2.687 (2.926)] +2024-10-14 05:04:30,292 - Train: 98.39% [1230900/1251000] [983.9/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000032] [CE 4.175 (4.197)] [KD 2.985 (2.924)] +2024-10-14 05:04:37,736 - Train: 98.40% [1230950/1251000] [984.0/1000.0] [batch_t 0.150 (0.149)] [data_t 0.006] [optim_t 0.144] [lr 0.000032] [CE 3.712 (4.237)] [KD 2.541 (2.908)] +2024-10-14 05:04:48,397 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 38177] [top5_cnt 46449] [top_all 50000] +2024-10-14 05:04:48,398 - net: 76.354 (92.898) +2024-10-14 05:04:54,143 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.102)] [top1_cnt 38424] [top5_cnt 46567] [top_all 50000] +2024-10-14 05:04:54,143 - net_E: 76.848 (93.134) +2024-10-14 05:04:54,290 - Max [top1: 76.574 (epoch: 983)] [top1-ema: 76.848 (epoch: 984)] +2024-10-14 05:04:54,290 - ==> Total time: 2 days, 7:17:45 Eta: 0:53:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 05:04:59,704 - Train: 98.40% [1231000/1251000] [984.0/1000.0] [batch_t 0.156 (0.172)] [data_t 0.005] [optim_t 0.150] [lr 0.000032] [CE 3.851 (4.254)] [KD 2.684 (2.930)] +2024-10-14 05:05:07,276 - Train: 98.41% [1231050/1251000] [984.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.000032] [CE 4.717 (4.225)] [KD 3.304 (2.938)] +2024-10-14 05:05:14,683 - Train: 98.41% [1231100/1251000] [984.1/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000032] [CE 4.050 (4.214)] [KD 2.651 (2.922)] +2024-10-14 05:05:22,242 - Train: 98.41% [1231150/1251000] [984.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000032] [CE 4.499 (4.250)] [KD 2.994 (2.931)] +2024-10-14 05:05:29,887 - Train: 98.42% [1231200/1251000] [984.2/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000032] [CE 4.032 (4.191)] [KD 2.690 (2.892)] +2024-10-14 05:05:37,376 - Train: 98.42% [1231250/1251000] [984.2/1000.0] [batch_t 0.153 (0.150)] [data_t 0.006] [optim_t 0.148] [lr 0.000032] [CE 4.416 (4.217)] [KD 3.196 (2.900)] +2024-10-14 05:05:44,965 - Train: 98.43% [1231300/1251000] [984.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000032] [CE 4.850 (4.239)] [KD 3.142 (2.934)] +2024-10-14 05:05:52,506 - Train: 98.43% [1231350/1251000] [984.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000032] [CE 4.044 (4.202)] [KD 2.884 (2.934)] +2024-10-14 05:06:00,101 - Train: 98.43% [1231400/1251000] [984.3/1000.0] [batch_t 0.144 (0.152)] [data_t 0.005] [optim_t 0.140] [lr 0.000032] [CE 4.164 (4.156)] [KD 2.842 (2.911)] +2024-10-14 05:06:07,749 - Train: 98.44% [1231450/1251000] [984.4/1000.0] [batch_t 0.144 (0.153)] [data_t 0.004] [optim_t 0.139] [lr 0.000032] [CE 3.717 (4.110)] [KD 2.584 (2.850)] +2024-10-14 05:06:15,436 - Train: 98.44% [1231500/1251000] [984.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.000032] [CE 3.744 (4.217)] [KD 2.567 (2.899)] +2024-10-14 05:06:22,993 - Train: 98.45% [1231550/1251000] [984.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000032] [CE 3.946 (4.208)] [KD 2.914 (2.936)] +2024-10-14 05:06:30,514 - Train: 98.45% [1231600/1251000] [984.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000032] [CE 3.877 (4.148)] [KD 2.824 (2.898)] +2024-10-14 05:06:37,933 - Train: 98.45% [1231650/1251000] [984.5/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.000032] [CE 3.950 (4.156)] [KD 2.814 (2.903)] +2024-10-14 05:06:45,525 - Train: 98.46% [1231700/1251000] [984.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000032] [CE 3.880 (4.119)] [KD 2.813 (2.872)] +2024-10-14 05:06:53,050 - Train: 98.46% [1231750/1251000] [984.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000032] [CE 4.443 (4.116)] [KD 3.100 (2.881)] +2024-10-14 05:07:00,557 - Train: 98.47% [1231800/1251000] [984.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000032] [CE 4.217 (4.227)] [KD 2.971 (2.919)] +2024-10-14 05:07:08,246 - Train: 98.47% [1231850/1251000] [984.7/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.000032] [CE 4.482 (4.208)] [KD 2.880 (2.928)] +2024-10-14 05:07:15,893 - Train: 98.47% [1231900/1251000] [984.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.007] [optim_t 0.143] [lr 0.000032] [CE 4.169 (4.174)] [KD 3.063 (2.908)] +2024-10-14 05:07:23,508 - Train: 98.48% [1231950/1251000] [984.8/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000032] [CE 4.101 (4.180)] [KD 2.781 (2.907)] +2024-10-14 05:07:31,027 - Train: 98.48% [1232000/1251000] [984.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000032] [CE 3.738 (4.163)] [KD 2.799 (2.904)] +2024-10-14 05:07:38,482 - Train: 98.49% [1232050/1251000] [984.9/1000.0] [batch_t 0.155 (0.149)] [data_t 0.006] [optim_t 0.149] [lr 0.000032] [CE 4.205 (4.207)] [KD 2.976 (2.914)] +2024-10-14 05:07:46,080 - Train: 98.49% [1232100/1251000] [984.9/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.141] [lr 0.000032] [CE 4.453 (4.209)] [KD 3.054 (2.951)] +2024-10-14 05:07:53,618 - Train: 98.49% [1232150/1251000] [984.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000032] [CE 4.293 (4.128)] [KD 3.003 (2.880)] +2024-10-14 05:08:01,314 - Train: 98.50% [1232200/1251000] [985.0/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000032] [CE 4.284 (4.192)] [KD 2.941 (2.905)] +2024-10-14 05:08:12,189 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 38044] [top5_cnt 46397] [top_all 50000] +2024-10-14 05:08:12,189 - net: 76.088 (92.794) +2024-10-14 05:08:17,966 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.100)] [top1_cnt 38420] [top5_cnt 46569] [top_all 50000] +2024-10-14 05:08:17,967 - net_E: 76.840 (93.138) +2024-10-14 05:08:18,174 - Max [top1: 76.574 (epoch: 983)] [top1-ema: 76.848 (epoch: 984)] +2024-10-14 05:08:18,175 - ==> Total time: 2 days, 7:21:09 Eta: 0:50:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 05:08:22,769 - Train: 98.50% [1232250/1251000] [985.0/1000.0] [batch_t 0.144 (0.174)] [data_t 0.005] [optim_t 0.140] [lr 0.000032] [CE 4.280 (4.181)] [KD 2.863 (2.873)] +2024-10-14 05:08:30,166 - Train: 98.51% [1232300/1251000] [985.1/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000032] [CE 4.220 (4.212)] [KD 3.053 (2.916)] +2024-10-14 05:08:37,870 - Train: 98.51% [1232350/1251000] [985.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.006] [optim_t 0.141] [lr 0.000032] [CE 4.206 (4.169)] [KD 2.963 (2.891)] +2024-10-14 05:08:45,276 - Train: 98.51% [1232400/1251000] [985.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000032] [CE 4.451 (4.187)] [KD 3.129 (2.896)] +2024-10-14 05:08:52,684 - Train: 98.52% [1232450/1251000] [985.2/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000032] [CE 4.251 (4.224)] [KD 3.025 (2.914)] +2024-10-14 05:09:00,317 - Train: 98.52% [1232500/1251000] [985.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000032] [CE 4.076 (4.190)] [KD 2.994 (2.897)] +2024-10-14 05:09:07,830 - Train: 98.53% [1232550/1251000] [985.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000032] [CE 4.472 (4.178)] [KD 3.172 (2.895)] +2024-10-14 05:09:15,582 - Train: 98.53% [1232600/1251000] [985.3/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000032] [CE 4.263 (4.183)] [KD 2.931 (2.904)] +2024-10-14 05:09:23,256 - Train: 98.53% [1232650/1251000] [985.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000032] [CE 4.516 (4.143)] [KD 3.004 (2.889)] +2024-10-14 05:09:30,897 - Train: 98.54% [1232700/1251000] [985.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000032] [CE 4.412 (4.221)] [KD 3.056 (2.931)] +2024-10-14 05:09:38,481 - Train: 98.54% [1232750/1251000] [985.4/1000.0] [batch_t 0.143 (0.152)] [data_t 0.005] [optim_t 0.138] [lr 0.000032] [CE 4.275 (4.141)] [KD 3.202 (2.874)] +2024-10-14 05:09:46,018 - Train: 98.55% [1232800/1251000] [985.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000032] [CE 4.474 (4.267)] [KD 3.145 (2.962)] +2024-10-14 05:09:53,434 - Train: 98.55% [1232850/1251000] [985.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.000032] [CE 3.935 (4.118)] [KD 2.814 (2.874)] +2024-10-14 05:10:00,872 - Train: 98.55% [1232900/1251000] [985.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000032] [CE 3.833 (4.125)] [KD 2.692 (2.863)] +2024-10-14 05:10:08,414 - Train: 98.56% [1232950/1251000] [985.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000032] [CE 4.126 (4.216)] [KD 2.805 (2.907)] +2024-10-14 05:10:16,095 - Train: 98.56% [1233000/1251000] [985.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.008] [optim_t 0.145] [lr 0.000032] [CE 4.101 (4.209)] [KD 3.042 (2.880)] +2024-10-14 05:10:23,765 - Train: 98.57% [1233050/1251000] [985.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000032] [CE 4.341 (4.140)] [KD 2.931 (2.872)] +2024-10-14 05:10:31,476 - Train: 98.57% [1233100/1251000] [985.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000032] [CE 3.320 (4.199)] [KD 2.263 (2.909)] +2024-10-14 05:10:38,941 - Train: 98.57% [1233150/1251000] [985.7/1000.0] [batch_t 0.151 (0.149)] [data_t 0.006] [optim_t 0.145] [lr 0.000031] [CE 4.329 (4.204)] [KD 3.064 (2.927)] +2024-10-14 05:10:46,558 - Train: 98.58% [1233200/1251000] [985.8/1000.0] [batch_t 0.143 (0.152)] [data_t 0.003] [optim_t 0.140] [lr 0.000031] [CE 3.663 (4.183)] [KD 2.599 (2.893)] +2024-10-14 05:10:54,009 - Train: 98.58% [1233250/1251000] [985.8/1000.0] [batch_t 0.153 (0.149)] [data_t 0.006] [optim_t 0.147] [lr 0.000031] [CE 4.182 (4.140)] [KD 3.173 (2.901)] +2024-10-14 05:11:01,668 - Train: 98.59% [1233300/1251000] [985.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000031] [CE 4.450 (4.173)] [KD 3.191 (2.925)] +2024-10-14 05:11:09,467 - Train: 98.59% [1233350/1251000] [985.9/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000031] [CE 4.100 (4.206)] [KD 2.815 (2.913)] +2024-10-14 05:11:16,927 - Train: 98.59% [1233400/1251000] [985.9/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000031] [CE 4.011 (4.147)] [KD 2.723 (2.890)] +2024-10-14 05:11:24,406 - Train: 98.60% [1233450/1251000] [986.0/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000031] [CE 4.288 (4.147)] [KD 2.926 (2.883)] +2024-10-14 05:11:35,388 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 38237] [top5_cnt 46458] [top_all 50000] +2024-10-14 05:11:35,389 - net: 76.474 (92.916) +2024-10-14 05:11:41,200 - Test (net_E): 100.00% [50/50] [batch_t 0.026 (0.105)] [top1_cnt 38431] [top5_cnt 46578] [top_all 50000] +2024-10-14 05:11:41,200 - net_E: 76.862 (93.156) +2024-10-14 05:11:41,389 - Max [top1: 76.574 (epoch: 983)] [top1-ema: 76.862 (epoch: 986)] +2024-10-14 05:11:41,390 - ==> Total time: 2 days, 7:24:32 Eta: 0:47:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 05:11:47,003 - Train: 98.60% [1233500/1251000] [986.0/1000.0] [batch_t 0.151 (0.184)] [data_t 0.004] [optim_t 0.146] [lr 0.000031] [CE 4.860 (4.293)] [KD 3.350 (2.920)] +2024-10-14 05:11:54,473 - Train: 98.61% [1233550/1251000] [986.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.000031] [CE 3.465 (4.165)] [KD 2.458 (2.889)] +2024-10-14 05:12:02,262 - Train: 98.61% [1233600/1251000] [986.1/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000031] [CE 3.859 (4.123)] [KD 2.638 (2.883)] +2024-10-14 05:12:10,128 - Train: 98.61% [1233650/1251000] [986.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000031] [CE 4.353 (4.219)] [KD 2.872 (2.910)] +2024-10-14 05:12:17,624 - Train: 98.62% [1233700/1251000] [986.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000031] [CE 4.697 (4.205)] [KD 3.275 (2.919)] +2024-10-14 05:12:25,219 - Train: 98.62% [1233750/1251000] [986.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000031] [CE 3.983 (4.209)] [KD 2.608 (2.914)] +2024-10-14 05:12:32,881 - Train: 98.63% [1233800/1251000] [986.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000031] [CE 4.132 (4.144)] [KD 2.870 (2.892)] +2024-10-14 05:12:40,352 - Train: 98.63% [1233850/1251000] [986.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000031] [CE 3.782 (4.220)] [KD 2.769 (2.910)] +2024-10-14 05:12:47,917 - Train: 98.63% [1233900/1251000] [986.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000031] [CE 4.629 (4.211)] [KD 3.237 (2.910)] +2024-10-14 05:12:55,691 - Train: 98.64% [1233950/1251000] [986.4/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.141] [lr 0.000031] [CE 3.818 (4.164)] [KD 2.679 (2.887)] +2024-10-14 05:13:03,304 - Train: 98.64% [1234000/1251000] [986.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000031] [CE 4.169 (4.232)] [KD 2.735 (2.916)] +2024-10-14 05:13:10,888 - Train: 98.65% [1234050/1251000] [986.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000031] [CE 3.921 (4.188)] [KD 2.664 (2.922)] +2024-10-14 05:13:18,311 - Train: 98.65% [1234100/1251000] [986.5/1000.0] [batch_t 0.151 (0.148)] [data_t 0.006] [optim_t 0.145] [lr 0.000031] [CE 4.687 (4.178)] [KD 3.221 (2.899)] +2024-10-14 05:13:25,903 - Train: 98.65% [1234150/1251000] [986.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000031] [CE 4.401 (4.118)] [KD 3.098 (2.858)] +2024-10-14 05:13:33,657 - Train: 98.66% [1234200/1251000] [986.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000031] [CE 4.294 (4.176)] [KD 3.122 (2.916)] +2024-10-14 05:13:41,369 - Train: 98.66% [1234250/1251000] [986.6/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000031] [CE 4.796 (4.271)] [KD 3.432 (2.925)] +2024-10-14 05:13:48,952 - Train: 98.67% [1234300/1251000] [986.7/1000.0] [batch_t 0.160 (0.152)] [data_t 0.004] [optim_t 0.157] [lr 0.000031] [CE 4.630 (4.179)] [KD 3.330 (2.901)] +2024-10-14 05:13:56,610 - Train: 98.67% [1234350/1251000] [986.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000031] [CE 4.017 (4.229)] [KD 2.637 (2.929)] +2024-10-14 05:14:04,192 - Train: 98.67% [1234400/1251000] [986.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000031] [CE 4.190 (4.162)] [KD 2.823 (2.921)] +2024-10-14 05:14:11,875 - Train: 98.68% [1234450/1251000] [986.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000031] [CE 3.869 (4.175)] [KD 2.734 (2.906)] +2024-10-14 05:14:19,574 - Train: 98.68% [1234500/1251000] [986.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.008] [optim_t 0.142] [lr 0.000031] [CE 4.580 (4.173)] [KD 3.159 (2.906)] +2024-10-14 05:14:27,125 - Train: 98.69% [1234550/1251000] [986.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.000031] [CE 4.476 (4.160)] [KD 2.868 (2.896)] +2024-10-14 05:14:34,830 - Train: 98.69% [1234600/1251000] [986.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.007] [optim_t 0.140] [lr 0.000031] [CE 4.586 (4.222)] [KD 3.163 (2.935)] +2024-10-14 05:14:42,562 - Train: 98.69% [1234650/1251000] [986.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000031] [CE 3.918 (4.190)] [KD 2.732 (2.904)] +2024-10-14 05:14:50,033 - Train: 98.70% [1234700/1251000] [987.0/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000031] [CE 4.601 (4.165)] [KD 3.148 (2.906)] +2024-10-14 05:15:01,182 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38250] [top5_cnt 46470] [top_all 50000] +2024-10-14 05:15:01,183 - net: 76.500 (92.940) +2024-10-14 05:15:07,082 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38433] [top5_cnt 46559] [top_all 50000] +2024-10-14 05:15:07,082 - net_E: 76.866 (93.118) +2024-10-14 05:15:07,213 - Max [top1: 76.574 (epoch: 983)] [top1-ema: 76.866 (epoch: 987)] +2024-10-14 05:15:07,213 - ==> Total time: 2 days, 7:27:58 Eta: 0:43:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 05:15:12,585 - Train: 98.70% [1234750/1251000] [987.0/1000.0] [batch_t 0.147 (0.195)] [data_t 0.004] [optim_t 0.142] [lr 0.000031] [CE 4.397 (4.228)] [KD 2.970 (2.941)] +2024-10-14 05:15:20,171 - Train: 98.71% [1234800/1251000] [987.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000031] [CE 4.222 (4.153)] [KD 3.091 (2.874)] +2024-10-14 05:15:27,933 - Train: 98.71% [1234850/1251000] [987.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000031] [CE 3.761 (4.111)] [KD 2.891 (2.873)] +2024-10-14 05:15:35,513 - Train: 98.71% [1234900/1251000] [987.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000031] [CE 3.751 (4.155)] [KD 2.790 (2.887)] +2024-10-14 05:15:43,078 - Train: 98.72% [1234950/1251000] [987.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.000031] [CE 4.047 (4.157)] [KD 2.885 (2.880)] +2024-10-14 05:15:50,499 - Train: 98.72% [1235000/1251000] [987.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000031] [CE 4.313 (4.219)] [KD 2.878 (2.908)] +2024-10-14 05:15:58,204 - Train: 98.73% [1235050/1251000] [987.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000031] [CE 4.180 (4.269)] [KD 2.764 (2.966)] +2024-10-14 05:16:05,698 - Train: 98.73% [1235100/1251000] [987.3/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000031] [CE 4.177 (4.200)] [KD 2.925 (2.935)] +2024-10-14 05:16:13,165 - Train: 98.73% [1235150/1251000] [987.3/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.149] [lr 0.000031] [CE 3.377 (4.141)] [KD 2.627 (2.884)] +2024-10-14 05:16:21,108 - Train: 98.74% [1235200/1251000] [987.4/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.000031] [CE 4.506 (4.252)] [KD 3.216 (2.919)] +2024-10-14 05:16:28,669 - Train: 98.74% [1235250/1251000] [987.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000031] [CE 4.182 (4.272)] [KD 2.920 (2.942)] +2024-10-14 05:16:36,238 - Train: 98.75% [1235300/1251000] [987.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000031] [CE 4.105 (4.175)] [KD 2.861 (2.913)] +2024-10-14 05:16:43,804 - Train: 98.75% [1235350/1251000] [987.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000031] [CE 4.376 (4.267)] [KD 3.023 (2.945)] +2024-10-14 05:16:51,214 - Train: 98.75% [1235400/1251000] [987.5/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.000031] [CE 4.270 (4.165)] [KD 2.982 (2.895)] +2024-10-14 05:16:58,797 - Train: 98.76% [1235450/1251000] [987.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000031] [CE 3.963 (4.168)] [KD 2.839 (2.889)] +2024-10-14 05:17:06,397 - Train: 98.76% [1235500/1251000] [987.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.000031] [CE 4.231 (4.193)] [KD 3.043 (2.931)] +2024-10-14 05:17:13,836 - Train: 98.76% [1235550/1251000] [987.6/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000031] [CE 4.508 (4.200)] [KD 3.064 (2.899)] +2024-10-14 05:17:21,423 - Train: 98.77% [1235600/1251000] [987.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000031] [CE 4.370 (4.241)] [KD 2.994 (2.937)] +2024-10-14 05:17:29,263 - Train: 98.77% [1235650/1251000] [987.7/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000031] [CE 4.299 (4.168)] [KD 2.834 (2.898)] +2024-10-14 05:17:36,970 - Train: 98.78% [1235700/1251000] [987.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000031] [CE 4.464 (4.212)] [KD 3.196 (2.971)] +2024-10-14 05:17:44,437 - Train: 98.78% [1235750/1251000] [987.8/1000.0] [batch_t 0.151 (0.149)] [data_t 0.007] [optim_t 0.144] [lr 0.000031] [CE 4.659 (4.207)] [KD 3.237 (2.911)] +2024-10-14 05:17:51,982 - Train: 98.78% [1235800/1251000] [987.8/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000031] [CE 4.388 (4.175)] [KD 3.189 (2.921)] +2024-10-14 05:17:59,399 - Train: 98.79% [1235850/1251000] [987.9/1000.0] [batch_t 0.149 (0.148)] [data_t 0.006] [optim_t 0.144] [lr 0.000031] [CE 4.364 (4.179)] [KD 2.994 (2.917)] +2024-10-14 05:18:06,987 - Train: 98.79% [1235900/1251000] [987.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000031] [CE 4.485 (4.243)] [KD 3.070 (2.913)] +2024-10-14 05:18:14,475 - Train: 98.80% [1235950/1251000] [988.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000031] [CE 4.309 (4.235)] [KD 3.014 (2.948)] +2024-10-14 05:18:25,852 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 38146] [top5_cnt 46421] [top_all 50000] +2024-10-14 05:18:25,852 - net: 76.292 (92.842) +2024-10-14 05:18:31,901 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 38428] [top5_cnt 46546] [top_all 50000] +2024-10-14 05:18:31,901 - net_E: 76.856 (93.092) +2024-10-14 05:18:32,076 - Max [top1: 76.574 (epoch: 983)] [top1-ema: 76.866 (epoch: 987)] +2024-10-14 05:18:32,077 - ==> Total time: 2 days, 7:31:23 Eta: 0:40:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 05:18:36,314 - Train: 98.80% [1236000/1251000] [988.0/1000.0] [batch_t 0.145 (0.208)] [data_t 0.005] [optim_t 0.140] [lr 0.000031] [CE 4.270 (4.274)] [KD 3.067 (2.982)] +2024-10-14 05:18:43,944 - Train: 98.80% [1236050/1251000] [988.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000031] [CE 4.080 (4.165)] [KD 2.769 (2.876)] +2024-10-14 05:18:51,759 - Train: 98.81% [1236100/1251000] [988.1/1000.0] [batch_t 0.145 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.000031] [CE 4.198 (4.194)] [KD 2.887 (2.891)] +2024-10-14 05:18:59,180 - Train: 98.81% [1236150/1251000] [988.1/1000.0] [batch_t 0.148 (0.148)] [data_t 0.003] [optim_t 0.145] [lr 0.000031] [CE 3.443 (4.174)] [KD 2.565 (2.908)] +2024-10-14 05:19:06,652 - Train: 98.82% [1236200/1251000] [988.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000031] [CE 4.170 (4.143)] [KD 2.911 (2.895)] +2024-10-14 05:19:14,215 - Train: 98.82% [1236250/1251000] [988.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000031] [CE 4.384 (4.188)] [KD 2.744 (2.890)] +2024-10-14 05:19:21,961 - Train: 98.82% [1236300/1251000] [988.2/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000031] [CE 4.209 (4.242)] [KD 2.921 (2.918)] +2024-10-14 05:19:29,376 - Train: 98.83% [1236350/1251000] [988.3/1000.0] [batch_t 0.142 (0.148)] [data_t 0.003] [optim_t 0.139] [lr 0.000031] [CE 4.282 (4.197)] [KD 2.934 (2.885)] +2024-10-14 05:19:36,753 - Train: 98.83% [1236400/1251000] [988.3/1000.0] [batch_t 0.148 (0.147)] [data_t 0.006] [optim_t 0.142] [lr 0.000031] [CE 4.470 (4.192)] [KD 2.990 (2.908)] +2024-10-14 05:19:44,267 - Train: 98.84% [1236450/1251000] [988.4/1000.0] [batch_t 0.145 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000031] [CE 4.261 (4.169)] [KD 2.785 (2.878)] +2024-10-14 05:19:51,922 - Train: 98.84% [1236500/1251000] [988.4/1000.0] [batch_t 0.268 (0.153)] [data_t 0.005] [optim_t 0.263] [lr 0.000031] [CE 3.893 (4.149)] [KD 2.619 (2.883)] +2024-10-14 05:19:59,611 - Train: 98.84% [1236550/1251000] [988.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000031] [CE 3.929 (4.164)] [KD 2.717 (2.886)] +2024-10-14 05:20:07,251 - Train: 98.85% [1236600/1251000] [988.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000031] [CE 4.712 (4.094)] [KD 3.047 (2.834)] +2024-10-14 05:20:14,661 - Train: 98.85% [1236650/1251000] [988.5/1000.0] [batch_t 0.153 (0.148)] [data_t 0.005] [optim_t 0.148] [lr 0.000031] [CE 3.583 (4.156)] [KD 2.654 (2.898)] +2024-10-14 05:20:22,050 - Train: 98.86% [1236700/1251000] [988.6/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000031] [CE 3.267 (4.152)] [KD 2.390 (2.895)] +2024-10-14 05:20:29,572 - Train: 98.86% [1236750/1251000] [988.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000031] [CE 4.116 (4.206)] [KD 2.833 (2.914)] +2024-10-14 05:20:36,982 - Train: 98.86% [1236800/1251000] [988.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000031] [CE 4.204 (4.181)] [KD 2.808 (2.911)] +2024-10-14 05:20:44,623 - Train: 98.87% [1236850/1251000] [988.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000031] [CE 4.269 (4.218)] [KD 2.814 (2.910)] +2024-10-14 05:20:52,476 - Train: 98.87% [1236900/1251000] [988.7/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000031] [CE 3.959 (4.187)] [KD 2.670 (2.893)] +2024-10-14 05:21:00,001 - Train: 98.88% [1236950/1251000] [988.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000031] [CE 3.891 (4.125)] [KD 2.849 (2.873)] +2024-10-14 05:21:07,591 - Train: 98.88% [1237000/1251000] [988.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000031] [CE 3.883 (4.154)] [KD 2.678 (2.855)] +2024-10-14 05:21:15,085 - Train: 98.88% [1237050/1251000] [988.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000031] [CE 4.197 (4.266)] [KD 2.872 (2.944)] +2024-10-14 05:21:22,617 - Train: 98.89% [1237100/1251000] [988.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.000031] [CE 4.107 (4.152)] [KD 2.953 (2.906)] +2024-10-14 05:21:30,255 - Train: 98.89% [1237150/1251000] [988.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000031] [CE 4.458 (4.177)] [KD 3.061 (2.900)] +2024-10-14 05:21:37,874 - Train: 98.90% [1237200/1251000] [989.0/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000031] [CE 4.555 (4.198)] [KD 3.012 (2.908)] +2024-10-14 05:21:49,172 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 38241] [top5_cnt 46475] [top_all 50000] +2024-10-14 05:21:49,173 - net: 76.482 (92.950) +2024-10-14 05:21:54,923 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.101)] [top1_cnt 38411] [top5_cnt 46549] [top_all 50000] +2024-10-14 05:21:54,923 - net_E: 76.822 (93.098) +2024-10-14 05:21:55,166 - Max [top1: 76.574 (epoch: 983)] [top1-ema: 76.866 (epoch: 987)] +2024-10-14 05:21:55,166 - ==> Total time: 2 days, 7:34:46 Eta: 0:37:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 05:21:58,755 - Train: 98.90% [1237250/1251000] [989.0/1000.0] [batch_t 0.151 (0.180)] [data_t 0.004] [optim_t 0.147] [lr 0.000031] [CE 3.942 (4.188)] [KD 2.878 (2.929)] +2024-10-14 05:22:06,316 - Train: 98.90% [1237300/1251000] [989.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000031] [CE 4.509 (4.173)] [KD 3.137 (2.904)] +2024-10-14 05:22:13,942 - Train: 98.91% [1237350/1251000] [989.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000031] [CE 4.332 (4.183)] [KD 2.838 (2.904)] +2024-10-14 05:22:21,400 - Train: 98.91% [1237400/1251000] [989.1/1000.0] [batch_t 0.144 (0.149)] [data_t 0.004] [optim_t 0.141] [lr 0.000031] [CE 3.448 (4.198)] [KD 2.417 (2.931)] +2024-10-14 05:22:29,422 - Train: 98.92% [1237450/1251000] [989.2/1000.0] [batch_t 0.147 (0.160)] [data_t 0.004] [optim_t 0.143] [lr 0.000031] [CE 4.165 (4.226)] [KD 3.121 (2.972)] +2024-10-14 05:22:36,823 - Train: 98.92% [1237500/1251000] [989.2/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.000031] [CE 4.625 (4.240)] [KD 3.141 (2.926)] +2024-10-14 05:22:44,535 - Train: 98.92% [1237550/1251000] [989.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000031] [CE 4.130 (4.206)] [KD 2.949 (2.929)] +2024-10-14 05:22:52,179 - Train: 98.93% [1237600/1251000] [989.3/1000.0] [batch_t 0.143 (0.153)] [data_t 0.003] [optim_t 0.140] [lr 0.000031] [CE 3.670 (4.212)] [KD 2.555 (2.938)] +2024-10-14 05:22:59,635 - Train: 98.93% [1237650/1251000] [989.3/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000031] [CE 4.101 (4.159)] [KD 2.757 (2.884)] +2024-10-14 05:23:07,121 - Train: 98.94% [1237700/1251000] [989.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000031] [CE 3.843 (4.152)] [KD 2.755 (2.902)] +2024-10-14 05:23:14,643 - Train: 98.94% [1237750/1251000] [989.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.141] [lr 0.000031] [CE 4.265 (4.175)] [KD 3.073 (2.916)] +2024-10-14 05:23:22,118 - Train: 98.94% [1237800/1251000] [989.4/1000.0] [batch_t 0.154 (0.149)] [data_t 0.004] [optim_t 0.150] [lr 0.000031] [CE 4.387 (4.142)] [KD 3.201 (2.905)] +2024-10-14 05:23:29,826 - Train: 98.95% [1237850/1251000] [989.5/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000031] [CE 4.350 (4.187)] [KD 3.120 (2.910)] +2024-10-14 05:23:37,547 - Train: 98.95% [1237900/1251000] [989.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000031] [CE 4.457 (4.169)] [KD 3.183 (2.929)] +2024-10-14 05:23:45,131 - Train: 98.96% [1237950/1251000] [989.6/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000031] [CE 4.532 (4.177)] [KD 3.199 (2.900)] +2024-10-14 05:23:52,782 - Train: 98.96% [1238000/1251000] [989.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000031] [CE 3.627 (4.178)] [KD 2.728 (2.916)] +2024-10-14 05:24:00,350 - Train: 98.96% [1238050/1251000] [989.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000031] [CE 3.965 (4.136)] [KD 2.742 (2.880)] +2024-10-14 05:24:07,880 - Train: 98.97% [1238100/1251000] [989.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000031] [CE 4.416 (4.167)] [KD 2.922 (2.874)] +2024-10-14 05:24:15,450 - Train: 98.97% [1238150/1251000] [989.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000031] [CE 4.022 (4.173)] [KD 2.861 (2.902)] +2024-10-14 05:24:23,156 - Train: 98.98% [1238200/1251000] [989.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000031] [CE 4.430 (4.098)] [KD 3.006 (2.879)] +2024-10-14 05:24:30,611 - Train: 98.98% [1238250/1251000] [989.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000031] [CE 4.213 (4.165)] [KD 2.933 (2.903)] +2024-10-14 05:24:38,654 - Train: 98.98% [1238300/1251000] [989.8/1000.0] [batch_t 0.150 (0.161)] [data_t 0.003] [optim_t 0.148] [lr 0.000031] [CE 4.635 (4.129)] [KD 3.361 (2.882)] +2024-10-14 05:24:46,155 - Train: 98.99% [1238350/1251000] [989.9/1000.0] [batch_t 0.144 (0.150)] [data_t 0.003] [optim_t 0.141] [lr 0.000031] [CE 4.292 (4.253)] [KD 2.810 (2.915)] +2024-10-14 05:24:53,810 - Train: 98.99% [1238400/1251000] [989.9/1000.0] [batch_t 0.365 (0.153)] [data_t 0.003] [optim_t 0.362] [lr 0.000031] [CE 4.210 (4.197)] [KD 2.768 (2.909)] +2024-10-14 05:25:01,338 - Train: 99.00% [1238450/1251000] [990.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000031] [CE 4.307 (4.255)] [KD 2.992 (2.926)] +2024-10-14 05:25:12,979 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 38184] [top5_cnt 46388] [top_all 50000] +2024-10-14 05:25:12,980 - net: 76.368 (92.776) +2024-10-14 05:25:18,754 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38418] [top5_cnt 46542] [top_all 50000] +2024-10-14 05:25:18,754 - net_E: 76.836 (93.084) +2024-10-14 05:25:18,903 - Max [top1: 76.574 (epoch: 983)] [top1-ema: 76.866 (epoch: 987)] +2024-10-14 05:25:18,903 - ==> Total time: 2 days, 7:38:09 Eta: 0:33:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 05:25:23,457 - Train: 99.00% [1238500/1251000] [990.0/1000.0] [batch_t 0.144 (0.195)] [data_t 0.005] [optim_t 0.139] [lr 0.000031] [CE 4.597 (4.112)] [KD 3.027 (2.786)] +2024-10-14 05:25:30,884 - Train: 99.00% [1238550/1251000] [990.0/1000.0] [batch_t 0.147 (0.148)] [data_t 0.006] [optim_t 0.141] [lr 0.000031] [CE 4.482 (4.170)] [KD 3.050 (2.897)] +2024-10-14 05:25:38,452 - Train: 99.01% [1238600/1251000] [990.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000031] [CE 4.251 (4.193)] [KD 2.930 (2.922)] +2024-10-14 05:25:45,981 - Train: 99.01% [1238650/1251000] [990.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000031] [CE 3.959 (4.234)] [KD 2.968 (2.943)] +2024-10-14 05:25:53,530 - Train: 99.02% [1238700/1251000] [990.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000031] [CE 4.505 (4.201)] [KD 3.060 (2.932)] +2024-10-14 05:26:01,072 - Train: 99.02% [1238750/1251000] [990.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.141] [lr 0.000031] [CE 4.117 (4.200)] [KD 2.789 (2.900)] +2024-10-14 05:26:08,810 - Train: 99.02% [1238800/1251000] [990.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000031] [CE 4.021 (4.148)] [KD 2.687 (2.896)] +2024-10-14 05:26:16,389 - Train: 99.03% [1238850/1251000] [990.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.007] [optim_t 0.140] [lr 0.000031] [CE 3.921 (4.185)] [KD 2.893 (2.905)] +2024-10-14 05:26:24,048 - Train: 99.03% [1238900/1251000] [990.3/1000.0] [batch_t 0.259 (0.153)] [data_t 0.005] [optim_t 0.254] [lr 0.000031] [CE 4.318 (4.170)] [KD 2.860 (2.887)] +2024-10-14 05:26:31,475 - Train: 99.04% [1238950/1251000] [990.4/1000.0] [batch_t 0.148 (0.148)] [data_t 0.004] [optim_t 0.144] [lr 0.000031] [CE 4.086 (4.128)] [KD 2.795 (2.884)] +2024-10-14 05:26:38,924 - Train: 99.04% [1239000/1251000] [990.4/1000.0] [batch_t 0.144 (0.149)] [data_t 0.005] [optim_t 0.140] [lr 0.000031] [CE 3.306 (4.187)] [KD 2.452 (2.890)] +2024-10-14 05:26:46,587 - Train: 99.04% [1239050/1251000] [990.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000031] [CE 4.114 (4.145)] [KD 2.900 (2.883)] +2024-10-14 05:26:54,132 - Train: 99.05% [1239100/1251000] [990.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.007] [optim_t 0.145] [lr 0.000031] [CE 3.921 (4.166)] [KD 2.823 (2.898)] +2024-10-14 05:27:01,715 - Train: 99.05% [1239150/1251000] [990.5/1000.0] [batch_t 0.164 (0.152)] [data_t 0.003] [optim_t 0.161] [lr 0.000031] [CE 4.179 (4.216)] [KD 2.826 (2.914)] +2024-10-14 05:27:09,513 - Train: 99.06% [1239200/1251000] [990.6/1000.0] [batch_t 0.263 (0.156)] [data_t 0.006] [optim_t 0.257] [lr 0.000031] [CE 3.954 (4.190)] [KD 2.798 (2.902)] +2024-10-14 05:27:17,192 - Train: 99.06% [1239250/1251000] [990.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000031] [CE 4.201 (4.155)] [KD 2.932 (2.892)] +2024-10-14 05:27:24,766 - Train: 99.06% [1239300/1251000] [990.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000031] [CE 4.509 (4.170)] [KD 3.113 (2.892)] +2024-10-14 05:27:32,395 - Train: 99.07% [1239350/1251000] [990.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000031] [CE 4.378 (4.162)] [KD 3.024 (2.905)] +2024-10-14 05:27:39,818 - Train: 99.07% [1239400/1251000] [990.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.004] [optim_t 0.142] [lr 0.000031] [CE 3.914 (4.189)] [KD 2.814 (2.919)] +2024-10-14 05:27:47,333 - Train: 99.08% [1239450/1251000] [990.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.000031] [CE 4.828 (4.208)] [KD 3.113 (2.896)] +2024-10-14 05:27:54,856 - Train: 99.08% [1239500/1251000] [990.8/1000.0] [batch_t 0.144 (0.150)] [data_t 0.005] [optim_t 0.139] [lr 0.000031] [CE 3.944 (4.149)] [KD 2.810 (2.879)] +2024-10-14 05:28:02,415 - Train: 99.08% [1239550/1251000] [990.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000031] [CE 4.560 (4.110)] [KD 3.075 (2.855)] +2024-10-14 05:28:09,962 - Train: 99.09% [1239600/1251000] [990.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000031] [CE 4.199 (4.186)] [KD 3.118 (2.921)] +2024-10-14 05:28:17,711 - Train: 99.09% [1239650/1251000] [990.9/1000.0] [batch_t 0.144 (0.155)] [data_t 0.003] [optim_t 0.141] [lr 0.000031] [CE 4.459 (4.151)] [KD 3.081 (2.924)] +2024-10-14 05:28:25,141 - Train: 99.10% [1239700/1251000] [991.0/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.141] [lr 0.000031] [CE 4.735 (4.157)] [KD 3.220 (2.876)] +2024-10-14 05:28:37,109 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.110)] [top1_cnt 38235] [top5_cnt 46482] [top_all 50000] +2024-10-14 05:28:37,110 - net: 76.470 (92.964) +2024-10-14 05:28:42,871 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 38424] [top5_cnt 46527] [top_all 50000] +2024-10-14 05:28:42,872 - net_E: 76.848 (93.054) +2024-10-14 05:28:42,977 - Max [top1: 76.574 (epoch: 983)] [top1-ema: 76.866 (epoch: 987)] +2024-10-14 05:28:42,978 - ==> Total time: 2 days, 7:41:34 Eta: 0:30:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 05:28:46,321 - Train: 99.10% [1239750/1251000] [991.0/1000.0] [batch_t 0.149 (0.220)] [data_t 0.004] [optim_t 0.145] [lr 0.000031] [CE 3.997 (4.135)] [KD 2.644 (2.842)] +2024-10-14 05:28:53,836 - Train: 99.10% [1239800/1251000] [991.0/1000.0] [batch_t 0.143 (0.150)] [data_t 0.004] [optim_t 0.139] [lr 0.000031] [CE 4.075 (4.166)] [KD 2.761 (2.869)] +2024-10-14 05:29:01,362 - Train: 99.11% [1239850/1251000] [991.1/1000.0] [batch_t 0.278 (0.150)] [data_t 0.005] [optim_t 0.273] [lr 0.000031] [CE 4.433 (4.189)] [KD 2.922 (2.865)] +2024-10-14 05:29:09,080 - Train: 99.11% [1239900/1251000] [991.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000031] [CE 3.933 (4.123)] [KD 2.720 (2.898)] +2024-10-14 05:29:16,448 - Train: 99.12% [1239950/1251000] [991.2/1000.0] [batch_t 0.147 (0.147)] [data_t 0.004] [optim_t 0.143] [lr 0.000031] [CE 4.360 (4.208)] [KD 3.000 (2.914)] +2024-10-14 05:29:24,131 - Train: 99.12% [1240000/1251000] [991.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000031] [CE 4.290 (4.178)] [KD 3.064 (2.894)] +2024-10-14 05:29:31,672 - Train: 99.12% [1240050/1251000] [991.2/1000.0] [batch_t 0.161 (0.151)] [data_t 0.005] [optim_t 0.156] [lr 0.000031] [CE 3.833 (4.166)] [KD 2.688 (2.895)] +2024-10-14 05:29:39,274 - Train: 99.13% [1240100/1251000] [991.3/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000031] [CE 3.617 (4.172)] [KD 2.508 (2.889)] +2024-10-14 05:29:46,835 - Train: 99.13% [1240150/1251000] [991.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000031] [CE 3.700 (4.180)] [KD 2.651 (2.898)] +2024-10-14 05:29:54,356 - Train: 99.14% [1240200/1251000] [991.4/1000.0] [batch_t 0.156 (0.150)] [data_t 0.004] [optim_t 0.151] [lr 0.000031] [CE 4.665 (4.217)] [KD 3.392 (2.923)] +2024-10-14 05:30:02,030 - Train: 99.14% [1240250/1251000] [991.4/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000031] [CE 4.572 (4.200)] [KD 3.150 (2.893)] +2024-10-14 05:30:09,694 - Train: 99.14% [1240300/1251000] [991.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000031] [CE 4.207 (4.161)] [KD 2.851 (2.884)] +2024-10-14 05:30:17,494 - Train: 99.15% [1240350/1251000] [991.5/1000.0] [batch_t 0.154 (0.156)] [data_t 0.006] [optim_t 0.148] [lr 0.000031] [CE 4.396 (4.165)] [KD 2.850 (2.896)] +2024-10-14 05:30:24,972 - Train: 99.15% [1240400/1251000] [991.5/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000031] [CE 4.567 (4.272)] [KD 3.156 (2.950)] +2024-10-14 05:30:32,661 - Train: 99.16% [1240450/1251000] [991.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000031] [CE 3.875 (4.146)] [KD 2.542 (2.866)] +2024-10-14 05:30:40,222 - Train: 99.16% [1240500/1251000] [991.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000031] [CE 4.034 (4.242)] [KD 2.788 (2.927)] +2024-10-14 05:30:47,897 - Train: 99.16% [1240550/1251000] [991.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000031] [CE 4.533 (4.220)] [KD 2.948 (2.944)] +2024-10-14 05:30:55,294 - Train: 99.17% [1240600/1251000] [991.7/1000.0] [batch_t 0.145 (0.148)] [data_t 0.005] [optim_t 0.139] [lr 0.000031] [CE 4.441 (4.114)] [KD 3.001 (2.882)] +2024-10-14 05:31:02,809 - Train: 99.17% [1240650/1251000] [991.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.000031] [CE 4.100 (4.277)] [KD 2.649 (2.952)] +2024-10-14 05:31:10,203 - Train: 99.18% [1240700/1251000] [991.8/1000.0] [batch_t 0.150 (0.148)] [data_t 0.005] [optim_t 0.145] [lr 0.000030] [CE 4.218 (4.277)] [KD 2.872 (2.965)] +2024-10-14 05:31:17,975 - Train: 99.18% [1240750/1251000] [991.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000030] [CE 3.571 (4.117)] [KD 2.612 (2.897)] +2024-10-14 05:31:25,395 - Train: 99.18% [1240800/1251000] [991.8/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.000030] [CE 3.728 (4.156)] [KD 2.668 (2.879)] +2024-10-14 05:31:33,052 - Train: 99.19% [1240850/1251000] [991.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000030] [CE 4.198 (4.136)] [KD 2.977 (2.878)] +2024-10-14 05:31:40,679 - Train: 99.19% [1240900/1251000] [991.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000030] [CE 4.521 (4.137)] [KD 2.989 (2.876)] +2024-10-14 05:31:48,238 - Train: 99.20% [1240950/1251000] [992.0/1000.0] [batch_t 0.156 (0.151)] [data_t 0.009] [optim_t 0.147] [lr 0.000030] [CE 3.851 (4.122)] [KD 2.740 (2.844)] +2024-10-14 05:32:00,242 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 38199] [top5_cnt 46434] [top_all 50000] +2024-10-14 05:32:00,242 - net: 76.398 (92.868) +2024-10-14 05:32:06,088 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 38439] [top5_cnt 46536] [top_all 50000] +2024-10-14 05:32:06,088 - net_E: 76.878 (93.072) +2024-10-14 05:32:06,241 - Max [top1: 76.574 (epoch: 983)] [top1-ema: 76.878 (epoch: 992)] +2024-10-14 05:32:06,242 - ==> Total time: 2 days, 7:44:57 Eta: 0:26:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 05:32:11,384 - Train: 99.20% [1241000/1251000] [992.0/1000.0] [batch_t 0.156 (0.192)] [data_t 0.004] [optim_t 0.151] [lr 0.000030] [CE 4.768 (4.399)] [KD 3.090 (2.958)] +2024-10-14 05:32:19,059 - Train: 99.20% [1241050/1251000] [992.0/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000030] [CE 4.079 (4.137)] [KD 3.031 (2.868)] +2024-10-14 05:32:26,614 - Train: 99.21% [1241100/1251000] [992.1/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000030] [CE 3.772 (4.231)] [KD 2.633 (2.929)] +2024-10-14 05:32:34,249 - Train: 99.21% [1241150/1251000] [992.1/1000.0] [batch_t 0.153 (0.153)] [data_t 0.008] [optim_t 0.145] [lr 0.000030] [CE 4.209 (4.181)] [KD 2.979 (2.902)] +2024-10-14 05:32:42,002 - Train: 99.22% [1241200/1251000] [992.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000030] [CE 4.134 (4.153)] [KD 2.797 (2.886)] +2024-10-14 05:32:49,615 - Train: 99.22% [1241250/1251000] [992.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000030] [CE 4.167 (4.199)] [KD 2.996 (2.911)] +2024-10-14 05:32:57,236 - Train: 99.22% [1241300/1251000] [992.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000030] [CE 4.363 (4.177)] [KD 2.814 (2.910)] +2024-10-14 05:33:04,867 - Train: 99.23% [1241350/1251000] [992.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000030] [CE 4.093 (4.163)] [KD 2.847 (2.874)] +2024-10-14 05:33:12,696 - Train: 99.23% [1241400/1251000] [992.3/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000030] [CE 4.364 (4.251)] [KD 3.069 (2.928)] +2024-10-14 05:33:20,403 - Train: 99.24% [1241450/1251000] [992.4/1000.0] [batch_t 0.264 (0.154)] [data_t 0.004] [optim_t 0.260] [lr 0.000030] [CE 4.535 (4.207)] [KD 3.158 (2.925)] +2024-10-14 05:33:27,853 - Train: 99.24% [1241500/1251000] [992.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000030] [CE 3.879 (4.205)] [KD 2.775 (2.934)] +2024-10-14 05:33:35,450 - Train: 99.24% [1241550/1251000] [992.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000030] [CE 4.390 (4.181)] [KD 2.913 (2.889)] +2024-10-14 05:33:43,014 - Train: 99.25% [1241600/1251000] [992.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000030] [CE 3.829 (4.208)] [KD 2.619 (2.917)] +2024-10-14 05:33:50,597 - Train: 99.25% [1241650/1251000] [992.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000030] [CE 4.253 (4.191)] [KD 2.950 (2.905)] +2024-10-14 05:33:58,277 - Train: 99.26% [1241700/1251000] [992.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000030] [CE 4.357 (4.159)] [KD 2.934 (2.888)] +2024-10-14 05:34:05,935 - Train: 99.26% [1241750/1251000] [992.6/1000.0] [batch_t 0.157 (0.153)] [data_t 0.005] [optim_t 0.152] [lr 0.000030] [CE 3.088 (4.189)] [KD 2.367 (2.916)] +2024-10-14 05:34:13,547 - Train: 99.26% [1241800/1251000] [992.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 4.332 (4.157)] [KD 2.899 (2.862)] +2024-10-14 05:34:21,097 - Train: 99.27% [1241850/1251000] [992.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000030] [CE 4.528 (4.183)] [KD 3.137 (2.900)] +2024-10-14 05:34:28,516 - Train: 99.27% [1241900/1251000] [992.7/1000.0] [batch_t 0.148 (0.148)] [data_t 0.006] [optim_t 0.142] [lr 0.000030] [CE 4.587 (4.241)] [KD 3.129 (2.934)] +2024-10-14 05:34:36,234 - Train: 99.28% [1241950/1251000] [992.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000030] [CE 3.736 (4.140)] [KD 2.681 (2.857)] +2024-10-14 05:34:43,844 - Train: 99.28% [1242000/1251000] [992.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000030] [CE 4.579 (4.157)] [KD 3.329 (2.886)] +2024-10-14 05:34:51,511 - Train: 99.28% [1242050/1251000] [992.8/1000.0] [batch_t 0.161 (0.153)] [data_t 0.004] [optim_t 0.156] [lr 0.000030] [CE 4.257 (4.201)] [KD 2.847 (2.900)] +2024-10-14 05:34:59,332 - Train: 99.29% [1242100/1251000] [992.9/1000.0] [batch_t 0.145 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.000030] [CE 4.195 (4.235)] [KD 2.997 (2.939)] +2024-10-14 05:35:06,852 - Train: 99.29% [1242150/1251000] [992.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000030] [CE 4.094 (4.145)] [KD 2.879 (2.897)] +2024-10-14 05:35:14,421 - Train: 99.30% [1242200/1251000] [993.0/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000030] [CE 4.186 (4.151)] [KD 2.935 (2.877)] +2024-10-14 05:35:26,818 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 38240] [top5_cnt 46491] [top_all 50000] +2024-10-14 05:35:26,819 - net: 76.480 (92.982) +2024-10-14 05:35:32,681 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38413] [top5_cnt 46543] [top_all 50000] +2024-10-14 05:35:32,681 - net_E: 76.826 (93.086) +2024-10-14 05:35:32,810 - Max [top1: 76.574 (epoch: 983)] [top1-ema: 76.878 (epoch: 992)] +2024-10-14 05:35:32,810 - ==> Total time: 2 days, 7:48:23 Eta: 0:23:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 05:35:35,907 - Train: 99.30% [1242250/1251000] [993.0/1000.0] [batch_t 0.149 (0.230)] [data_t 0.004] [optim_t 0.144] [lr 0.000030] [CE 4.613 (4.300)] [KD 3.229 (3.012)] +2024-10-14 05:35:43,254 - Train: 99.30% [1242300/1251000] [993.0/1000.0] [batch_t 0.146 (0.147)] [data_t 0.004] [optim_t 0.142] [lr 0.000030] [CE 3.988 (4.169)] [KD 2.790 (2.898)] +2024-10-14 05:35:50,843 - Train: 99.31% [1242350/1251000] [993.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000030] [CE 3.736 (4.218)] [KD 2.516 (2.935)] +2024-10-14 05:35:58,478 - Train: 99.31% [1242400/1251000] [993.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000030] [CE 4.402 (4.139)] [KD 2.958 (2.856)] +2024-10-14 05:36:05,909 - Train: 99.32% [1242450/1251000] [993.2/1000.0] [batch_t 0.149 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000030] [CE 4.764 (4.123)] [KD 3.235 (2.864)] +2024-10-14 05:36:13,385 - Train: 99.32% [1242500/1251000] [993.2/1000.0] [batch_t 0.146 (0.149)] [data_t 0.003] [optim_t 0.143] [lr 0.000030] [CE 4.330 (4.171)] [KD 2.899 (2.910)] +2024-10-14 05:36:21,033 - Train: 99.32% [1242550/1251000] [993.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.000030] [CE 4.557 (4.170)] [KD 3.101 (2.868)] +2024-10-14 05:36:28,678 - Train: 99.33% [1242600/1251000] [993.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000030] [CE 4.653 (4.180)] [KD 3.042 (2.907)] +2024-10-14 05:36:36,432 - Train: 99.33% [1242650/1251000] [993.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000030] [CE 4.485 (4.201)] [KD 3.104 (2.904)] +2024-10-14 05:36:44,249 - Train: 99.34% [1242700/1251000] [993.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000030] [CE 3.483 (4.190)] [KD 2.517 (2.904)] +2024-10-14 05:36:51,744 - Train: 99.34% [1242750/1251000] [993.4/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.000030] [CE 3.909 (4.172)] [KD 2.685 (2.856)] +2024-10-14 05:36:59,366 - Train: 99.34% [1242800/1251000] [993.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.007] [optim_t 0.146] [lr 0.000030] [CE 3.746 (4.223)] [KD 2.614 (2.922)] +2024-10-14 05:37:06,898 - Train: 99.35% [1242850/1251000] [993.5/1000.0] [batch_t 0.156 (0.151)] [data_t 0.003] [optim_t 0.153] [lr 0.000030] [CE 4.530 (4.125)] [KD 3.020 (2.860)] +2024-10-14 05:37:14,340 - Train: 99.35% [1242900/1251000] [993.5/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000030] [CE 4.434 (4.142)] [KD 2.932 (2.898)] +2024-10-14 05:37:22,134 - Train: 99.36% [1242950/1251000] [993.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000030] [CE 4.214 (4.118)] [KD 2.825 (2.853)] +2024-10-14 05:37:29,722 - Train: 99.36% [1243000/1251000] [993.6/1000.0] [batch_t 0.154 (0.152)] [data_t 0.006] [optim_t 0.149] [lr 0.000030] [CE 3.950 (4.218)] [KD 2.906 (2.941)] +2024-10-14 05:37:37,415 - Train: 99.36% [1243050/1251000] [993.6/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000030] [CE 4.446 (4.188)] [KD 3.060 (2.916)] +2024-10-14 05:37:45,194 - Train: 99.37% [1243100/1251000] [993.7/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000030] [CE 4.139 (4.124)] [KD 2.913 (2.861)] +2024-10-14 05:37:52,640 - Train: 99.37% [1243150/1251000] [993.7/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000030] [CE 4.334 (4.162)] [KD 3.207 (2.879)] +2024-10-14 05:38:00,267 - Train: 99.38% [1243200/1251000] [993.8/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000030] [CE 3.877 (4.109)] [KD 2.734 (2.869)] +2024-10-14 05:38:08,012 - Train: 99.38% [1243250/1251000] [993.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.006] [optim_t 0.141] [lr 0.000030] [CE 4.084 (4.160)] [KD 3.010 (2.883)] +2024-10-14 05:38:15,471 - Train: 99.38% [1243300/1251000] [993.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000030] [CE 4.277 (4.146)] [KD 3.018 (2.903)] +2024-10-14 05:38:23,030 - Train: 99.39% [1243350/1251000] [993.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000030] [CE 3.735 (4.148)] [KD 2.698 (2.889)] +2024-10-14 05:38:30,817 - Train: 99.39% [1243400/1251000] [993.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000030] [CE 4.391 (4.256)] [KD 3.148 (2.950)] +2024-10-14 05:38:38,343 - Train: 99.40% [1243450/1251000] [994.0/1000.0] [batch_t 0.155 (0.150)] [data_t 0.005] [optim_t 0.150] [lr 0.000030] [CE 4.192 (4.174)] [KD 2.860 (2.869)] +2024-10-14 05:38:50,610 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38142] [top5_cnt 46420] [top_all 50000] +2024-10-14 05:38:50,610 - net: 76.284 (92.840) +2024-10-14 05:38:56,451 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38415] [top5_cnt 46556] [top_all 50000] +2024-10-14 05:38:56,451 - net_E: 76.830 (93.112) +2024-10-14 05:38:56,573 - Max [top1: 76.574 (epoch: 983)] [top1-ema: 76.878 (epoch: 992)] +2024-10-14 05:38:56,574 - ==> Total time: 2 days, 7:51:47 Eta: 0:20:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 05:38:59,533 - Train: 99.40% [1243500/1251000] [994.0/1000.0] [batch_t 0.147 (0.228)] [data_t 0.004] [optim_t 0.143] [lr 0.000030] [CE 4.078 (4.230)] [KD 2.874 (2.914)] +2024-10-14 05:39:07,156 - Train: 99.40% [1243550/1251000] [994.0/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000030] [CE 3.992 (4.206)] [KD 2.930 (2.904)] +2024-10-14 05:39:14,964 - Train: 99.41% [1243600/1251000] [994.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000030] [CE 4.025 (4.209)] [KD 2.858 (2.899)] +2024-10-14 05:39:22,672 - Train: 99.41% [1243650/1251000] [994.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000030] [CE 3.709 (4.085)] [KD 2.592 (2.823)] +2024-10-14 05:39:30,379 - Train: 99.42% [1243700/1251000] [994.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000030] [CE 4.684 (4.260)] [KD 3.068 (2.952)] +2024-10-14 05:39:37,848 - Train: 99.42% [1243750/1251000] [994.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000030] [CE 4.193 (4.152)] [KD 2.724 (2.900)] +2024-10-14 05:39:45,751 - Train: 99.42% [1243800/1251000] [994.2/1000.0] [batch_t 0.147 (0.158)] [data_t 0.005] [optim_t 0.142] [lr 0.000030] [CE 4.105 (4.230)] [KD 2.912 (2.931)] +2024-10-14 05:39:53,339 - Train: 99.43% [1243850/1251000] [994.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000030] [CE 4.352 (4.201)] [KD 3.089 (2.911)] +2024-10-14 05:40:00,971 - Train: 99.43% [1243900/1251000] [994.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.000030] [CE 4.131 (4.158)] [KD 2.804 (2.883)] +2024-10-14 05:40:08,586 - Train: 99.44% [1243950/1251000] [994.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000030] [CE 4.416 (4.222)] [KD 3.028 (2.918)] +2024-10-14 05:40:16,082 - Train: 99.44% [1244000/1251000] [994.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.006] [optim_t 0.140] [lr 0.000030] [CE 4.132 (4.183)] [KD 2.863 (2.903)] +2024-10-14 05:40:23,903 - Train: 99.44% [1244050/1251000] [994.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.006] [optim_t 0.142] [lr 0.000030] [CE 4.167 (4.134)] [KD 2.848 (2.873)] +2024-10-14 05:40:31,666 - Train: 99.45% [1244100/1251000] [994.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000030] [CE 4.194 (4.175)] [KD 2.847 (2.871)] +2024-10-14 05:40:39,304 - Train: 99.45% [1244150/1251000] [994.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000030] [CE 4.026 (4.139)] [KD 2.877 (2.907)] +2024-10-14 05:40:46,994 - Train: 99.46% [1244200/1251000] [994.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000030] [CE 4.396 (4.142)] [KD 3.018 (2.868)] +2024-10-14 05:40:54,412 - Train: 99.46% [1244250/1251000] [994.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.144] [lr 0.000030] [CE 4.306 (4.097)] [KD 3.019 (2.868)] +2024-10-14 05:41:01,845 - Train: 99.46% [1244300/1251000] [994.6/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.000030] [CE 4.165 (4.242)] [KD 2.964 (2.938)] +2024-10-14 05:41:09,454 - Train: 99.47% [1244350/1251000] [994.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000030] [CE 4.506 (4.243)] [KD 3.154 (2.924)] +2024-10-14 05:41:16,930 - Train: 99.47% [1244400/1251000] [994.7/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000030] [CE 4.389 (4.217)] [KD 2.928 (2.904)] +2024-10-14 05:41:24,752 - Train: 99.48% [1244450/1251000] [994.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.006] [optim_t 0.142] [lr 0.000030] [CE 4.307 (4.196)] [KD 3.150 (2.883)] +2024-10-14 05:41:32,411 - Train: 99.48% [1244500/1251000] [994.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000030] [CE 4.132 (4.184)] [KD 2.759 (2.897)] +2024-10-14 05:41:40,060 - Train: 99.48% [1244550/1251000] [994.8/1000.0] [batch_t 0.154 (0.153)] [data_t 0.007] [optim_t 0.148] [lr 0.000030] [CE 4.054 (4.201)] [KD 2.891 (2.894)] +2024-10-14 05:41:47,498 - Train: 99.49% [1244600/1251000] [994.9/1000.0] [batch_t 0.159 (0.149)] [data_t 0.005] [optim_t 0.154] [lr 0.000030] [CE 4.358 (4.200)] [KD 3.040 (2.903)] +2024-10-14 05:41:55,132 - Train: 99.49% [1244650/1251000] [994.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000030] [CE 4.195 (4.070)] [KD 2.953 (2.847)] +2024-10-14 05:42:02,743 - Train: 99.50% [1244700/1251000] [995.0/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.000030] [CE 4.118 (4.231)] [KD 2.859 (2.918)] +2024-10-14 05:42:15,271 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 38277] [top5_cnt 46497] [top_all 50000] +2024-10-14 05:42:15,271 - net: 76.554 (92.994) +2024-10-14 05:42:21,060 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 38426] [top5_cnt 46537] [top_all 50000] +2024-10-14 05:42:21,061 - net_E: 76.852 (93.074) +2024-10-14 05:42:21,199 - Max [top1: 76.574 (epoch: 983)] [top1-ema: 76.878 (epoch: 992)] +2024-10-14 05:42:21,199 - ==> Total time: 2 days, 7:55:12 Eta: 0:16:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 05:42:23,802 - Train: 99.50% [1244750/1251000] [995.0/1000.0] [batch_t 0.145 (0.258)] [data_t 0.004] [optim_t 0.140] [lr 0.000030] [CE 4.499 (4.260)] [KD 3.023 (2.918)] +2024-10-14 05:42:31,396 - Train: 99.50% [1244800/1251000] [995.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000030] [CE 4.126 (4.170)] [KD 2.892 (2.900)] +2024-10-14 05:42:38,992 - Train: 99.51% [1244850/1251000] [995.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 4.047 (4.218)] [KD 3.035 (2.929)] +2024-10-14 05:42:46,672 - Train: 99.51% [1244900/1251000] [995.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000030] [CE 3.835 (4.219)] [KD 2.597 (2.920)] +2024-10-14 05:42:54,120 - Train: 99.52% [1244950/1251000] [995.2/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.143] [lr 0.000030] [CE 3.873 (4.143)] [KD 2.667 (2.875)] +2024-10-14 05:43:01,712 - Train: 99.52% [1245000/1251000] [995.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000030] [CE 4.591 (4.146)] [KD 3.111 (2.884)] +2024-10-14 05:43:09,182 - Train: 99.52% [1245050/1251000] [995.2/1000.0] [batch_t 0.153 (0.149)] [data_t 0.003] [optim_t 0.150] [lr 0.000030] [CE 4.512 (4.177)] [KD 3.049 (2.884)] +2024-10-14 05:43:16,769 - Train: 99.53% [1245100/1251000] [995.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000030] [CE 4.788 (4.216)] [KD 3.439 (2.922)] +2024-10-14 05:43:24,373 - Train: 99.53% [1245150/1251000] [995.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000030] [CE 4.337 (4.201)] [KD 2.908 (2.889)] +2024-10-14 05:43:32,183 - Train: 99.54% [1245200/1251000] [995.4/1000.0] [batch_t 0.155 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.000030] [CE 3.803 (4.233)] [KD 2.590 (2.912)] +2024-10-14 05:43:39,755 - Train: 99.54% [1245250/1251000] [995.4/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000030] [CE 3.863 (4.192)] [KD 2.648 (2.911)] +2024-10-14 05:43:47,341 - Train: 99.54% [1245300/1251000] [995.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000030] [CE 3.800 (4.105)] [KD 2.587 (2.841)] +2024-10-14 05:43:54,756 - Train: 99.55% [1245350/1251000] [995.5/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000030] [CE 3.816 (4.142)] [KD 2.656 (2.854)] +2024-10-14 05:44:02,316 - Train: 99.55% [1245400/1251000] [995.5/1000.0] [batch_t 0.158 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.000030] [CE 3.820 (4.130)] [KD 2.637 (2.856)] +2024-10-14 05:44:09,889 - Train: 99.56% [1245450/1251000] [995.6/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000030] [CE 4.120 (4.251)] [KD 3.061 (2.940)] +2024-10-14 05:44:17,469 - Train: 99.56% [1245500/1251000] [995.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000030] [CE 4.508 (4.186)] [KD 2.972 (2.897)] +2024-10-14 05:44:25,159 - Train: 99.56% [1245550/1251000] [995.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000030] [CE 4.372 (4.134)] [KD 2.836 (2.874)] +2024-10-14 05:44:32,858 - Train: 99.57% [1245600/1251000] [995.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000030] [CE 4.492 (4.182)] [KD 3.126 (2.906)] +2024-10-14 05:44:40,319 - Train: 99.57% [1245650/1251000] [995.7/1000.0] [batch_t 0.144 (0.149)] [data_t 0.003] [optim_t 0.140] [lr 0.000030] [CE 4.292 (4.197)] [KD 2.725 (2.922)] +2024-10-14 05:44:47,868 - Train: 99.58% [1245700/1251000] [995.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000030] [CE 4.162 (4.224)] [KD 2.698 (2.933)] +2024-10-14 05:44:55,523 - Train: 99.58% [1245750/1251000] [995.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000030] [CE 4.035 (4.200)] [KD 2.980 (2.908)] +2024-10-14 05:45:03,463 - Train: 99.58% [1245800/1251000] [995.8/1000.0] [batch_t 0.276 (0.159)] [data_t 0.006] [optim_t 0.271] [lr 0.000030] [CE 4.188 (4.180)] [KD 2.712 (2.908)] +2024-10-14 05:45:10,911 - Train: 99.59% [1245850/1251000] [995.9/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000030] [CE 4.146 (4.226)] [KD 2.848 (2.894)] +2024-10-14 05:45:18,382 - Train: 99.59% [1245900/1251000] [995.9/1000.0] [batch_t 0.153 (0.149)] [data_t 0.004] [optim_t 0.148] [lr 0.000030] [CE 3.907 (4.107)] [KD 3.070 (2.860)] +2024-10-14 05:45:25,961 - Train: 99.60% [1245950/1251000] [996.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000030] [CE 4.217 (4.171)] [KD 2.922 (2.891)] +2024-10-14 05:45:38,272 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38246] [top5_cnt 46471] [top_all 50000] +2024-10-14 05:45:38,273 - net: 76.492 (92.942) +2024-10-14 05:45:44,059 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38460] [top5_cnt 46535] [top_all 50000] +2024-10-14 05:45:44,060 - net_E: 76.920 (93.070) +2024-10-14 05:45:44,215 - Max [top1: 76.574 (epoch: 983)] [top1-ema: 76.920 (epoch: 996)] +2024-10-14 05:45:44,215 - ==> Total time: 2 days, 7:58:35 Eta: 0:13:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 05:45:47,335 - Train: 99.60% [1246000/1251000] [996.0/1000.0] [batch_t 0.147 (0.242)] [data_t 0.003] [optim_t 0.144] [lr 0.000030] [CE 4.490 (4.422)] [KD 3.128 (3.040)] +2024-10-14 05:45:54,982 - Train: 99.60% [1246050/1251000] [996.0/1000.0] [batch_t 0.146 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.000030] [CE 4.077 (4.206)] [KD 2.698 (2.926)] +2024-10-14 05:46:02,446 - Train: 99.61% [1246100/1251000] [996.1/1000.0] [batch_t 0.158 (0.149)] [data_t 0.006] [optim_t 0.152] [lr 0.000030] [CE 3.938 (4.248)] [KD 2.684 (2.905)] +2024-10-14 05:46:10,467 - Train: 99.61% [1246150/1251000] [996.1/1000.0] [batch_t 0.150 (0.160)] [data_t 0.005] [optim_t 0.145] [lr 0.000030] [CE 4.528 (4.180)] [KD 3.098 (2.892)] +2024-10-14 05:46:18,021 - Train: 99.62% [1246200/1251000] [996.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000030] [CE 3.820 (4.204)] [KD 2.890 (2.934)] +2024-10-14 05:46:25,583 - Train: 99.62% [1246250/1251000] [996.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000030] [CE 4.272 (4.225)] [KD 2.819 (2.912)] +2024-10-14 05:46:33,179 - Train: 99.62% [1246300/1251000] [996.2/1000.0] [batch_t 0.145 (0.152)] [data_t 0.006] [optim_t 0.139] [lr 0.000030] [CE 4.086 (4.234)] [KD 3.083 (2.955)] +2024-10-14 05:46:40,594 - Train: 99.63% [1246350/1251000] [996.3/1000.0] [batch_t 0.146 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.000030] [CE 4.263 (4.224)] [KD 2.901 (2.921)] +2024-10-14 05:46:48,033 - Train: 99.63% [1246400/1251000] [996.3/1000.0] [batch_t 0.151 (0.149)] [data_t 0.003] [optim_t 0.149] [lr 0.000030] [CE 4.327 (4.223)] [KD 2.867 (2.932)] +2024-10-14 05:46:55,426 - Train: 99.64% [1246450/1251000] [996.4/1000.0] [batch_t 0.152 (0.148)] [data_t 0.003] [optim_t 0.149] [lr 0.000030] [CE 4.096 (4.295)] [KD 2.740 (2.929)] +2024-10-14 05:47:03,157 - Train: 99.64% [1246500/1251000] [996.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000030] [CE 4.680 (4.236)] [KD 3.201 (2.929)] +2024-10-14 05:47:10,878 - Train: 99.64% [1246550/1251000] [996.4/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.000030] [CE 3.876 (4.144)] [KD 2.651 (2.871)] +2024-10-14 05:47:18,659 - Train: 99.65% [1246600/1251000] [996.5/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000030] [CE 4.413 (4.193)] [KD 2.913 (2.905)] +2024-10-14 05:47:26,063 - Train: 99.65% [1246650/1251000] [996.5/1000.0] [batch_t 0.147 (0.148)] [data_t 0.005] [optim_t 0.142] [lr 0.000030] [CE 4.383 (4.170)] [KD 2.781 (2.875)] +2024-10-14 05:47:33,511 - Train: 99.66% [1246700/1251000] [996.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.000030] [CE 4.438 (4.145)] [KD 2.916 (2.899)] +2024-10-14 05:47:40,934 - Train: 99.66% [1246750/1251000] [996.6/1000.0] [batch_t 0.148 (0.148)] [data_t 0.005] [optim_t 0.143] [lr 0.000030] [CE 3.858 (4.159)] [KD 2.636 (2.884)] +2024-10-14 05:47:48,488 - Train: 99.66% [1246800/1251000] [996.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000030] [CE 3.666 (4.154)] [KD 2.703 (2.857)] +2024-10-14 05:47:56,046 - Train: 99.67% [1246850/1251000] [996.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000030] [CE 3.637 (4.219)] [KD 2.637 (2.933)] +2024-10-14 05:48:03,926 - Train: 99.67% [1246900/1251000] [996.7/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.000030] [CE 3.624 (4.218)] [KD 2.528 (2.909)] +2024-10-14 05:48:11,406 - Train: 99.68% [1246950/1251000] [996.8/1000.0] [batch_t 0.147 (0.149)] [data_t 0.004] [optim_t 0.143] [lr 0.000030] [CE 4.264 (4.197)] [KD 2.977 (2.890)] +2024-10-14 05:48:19,168 - Train: 99.68% [1247000/1251000] [996.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000030] [CE 4.358 (4.188)] [KD 3.020 (2.910)] +2024-10-14 05:48:26,644 - Train: 99.68% [1247050/1251000] [996.8/1000.0] [batch_t 0.153 (0.149)] [data_t 0.007] [optim_t 0.146] [lr 0.000030] [CE 4.227 (4.212)] [KD 3.025 (2.903)] +2024-10-14 05:48:34,191 - Train: 99.69% [1247100/1251000] [996.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000030] [CE 4.302 (4.218)] [KD 2.932 (2.911)] +2024-10-14 05:48:41,650 - Train: 99.69% [1247150/1251000] [996.9/1000.0] [batch_t 0.152 (0.149)] [data_t 0.006] [optim_t 0.146] [lr 0.000030] [CE 4.416 (4.173)] [KD 2.955 (2.866)] +2024-10-14 05:48:49,165 - Train: 99.70% [1247200/1251000] [997.0/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000030] [CE 4.082 (4.158)] [KD 2.734 (2.904)] +2024-10-14 05:49:01,877 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 38229] [top5_cnt 46432] [top_all 50000] +2024-10-14 05:49:01,878 - net: 76.458 (92.864) +2024-10-14 05:49:07,698 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38452] [top5_cnt 46547] [top_all 50000] +2024-10-14 05:49:07,699 - net_E: 76.904 (93.094) +2024-10-14 05:49:07,833 - Max [top1: 76.574 (epoch: 983)] [top1-ema: 76.920 (epoch: 996)] +2024-10-14 05:49:07,833 - ==> Total time: 2 days, 8:01:58 Eta: 0:10:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 05:49:10,208 - Train: 99.70% [1247250/1251000] [997.0/1000.0] [batch_t 0.143 (0.294)] [data_t 0.003] [optim_t 0.140] [lr 0.000030] [CE 4.767 (4.384)] [KD 3.269 (3.036)] +2024-10-14 05:49:17,985 - Train: 99.70% [1247300/1251000] [997.0/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000030] [CE 3.900 (4.177)] [KD 2.768 (2.881)] +2024-10-14 05:49:25,649 - Train: 99.71% [1247350/1251000] [997.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000030] [CE 3.898 (4.143)] [KD 2.621 (2.878)] +2024-10-14 05:49:33,637 - Train: 99.71% [1247400/1251000] [997.1/1000.0] [batch_t 0.150 (0.160)] [data_t 0.005] [optim_t 0.144] [lr 0.000030] [CE 3.856 (4.194)] [KD 2.693 (2.874)] +2024-10-14 05:49:41,252 - Train: 99.72% [1247450/1251000] [997.2/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.000030] [CE 4.296 (4.201)] [KD 2.974 (2.899)] +2024-10-14 05:49:48,676 - Train: 99.72% [1247500/1251000] [997.2/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000030] [CE 3.914 (4.234)] [KD 2.665 (2.946)] +2024-10-14 05:49:56,171 - Train: 99.72% [1247550/1251000] [997.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000030] [CE 4.016 (4.147)] [KD 2.689 (2.887)] +2024-10-14 05:50:03,913 - Train: 99.73% [1247600/1251000] [997.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000030] [CE 4.219 (4.180)] [KD 2.864 (2.876)] +2024-10-14 05:50:11,471 - Train: 99.73% [1247650/1251000] [997.3/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000030] [CE 4.095 (4.200)] [KD 2.908 (2.916)] +2024-10-14 05:50:19,062 - Train: 99.74% [1247700/1251000] [997.4/1000.0] [batch_t 0.145 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.000030] [CE 4.108 (4.180)] [KD 3.126 (2.925)] +2024-10-14 05:50:26,485 - Train: 99.74% [1247750/1251000] [997.4/1000.0] [batch_t 0.145 (0.148)] [data_t 0.004] [optim_t 0.141] [lr 0.000030] [CE 4.185 (4.205)] [KD 3.018 (2.903)] +2024-10-14 05:50:34,120 - Train: 99.74% [1247800/1251000] [997.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.007] [optim_t 0.144] [lr 0.000030] [CE 3.337 (4.177)] [KD 2.390 (2.884)] +2024-10-14 05:50:41,971 - Train: 99.75% [1247850/1251000] [997.5/1000.0] [batch_t 0.283 (0.157)] [data_t 0.005] [optim_t 0.279] [lr 0.000030] [CE 4.347 (4.214)] [KD 3.051 (2.929)] +2024-10-14 05:50:49,499 - Train: 99.75% [1247900/1251000] [997.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.142] [lr 0.000030] [CE 4.060 (4.172)] [KD 2.782 (2.912)] +2024-10-14 05:50:57,054 - Train: 99.76% [1247950/1251000] [997.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.000030] [CE 4.128 (4.226)] [KD 2.892 (2.908)] +2024-10-14 05:51:04,630 - Train: 99.76% [1248000/1251000] [997.6/1000.0] [batch_t 0.154 (0.151)] [data_t 0.006] [optim_t 0.149] [lr 0.000030] [CE 4.287 (4.167)] [KD 3.039 (2.889)] +2024-10-14 05:51:12,044 - Train: 99.76% [1248050/1251000] [997.6/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.143] [lr 0.000030] [CE 4.650 (4.157)] [KD 3.383 (2.882)] +2024-10-14 05:51:19,663 - Train: 99.77% [1248100/1251000] [997.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.006] [optim_t 0.141] [lr 0.000030] [CE 4.475 (4.206)] [KD 2.963 (2.913)] +2024-10-14 05:51:27,533 - Train: 99.77% [1248150/1251000] [997.7/1000.0] [batch_t 0.145 (0.157)] [data_t 0.005] [optim_t 0.141] [lr 0.000030] [CE 4.263 (4.152)] [KD 2.910 (2.893)] +2024-10-14 05:51:35,289 - Train: 99.78% [1248200/1251000] [997.8/1000.0] [batch_t 0.164 (0.155)] [data_t 0.003] [optim_t 0.162] [lr 0.000030] [CE 3.769 (4.183)] [KD 2.596 (2.885)] +2024-10-14 05:51:42,970 - Train: 99.78% [1248250/1251000] [997.8/1000.0] [batch_t 0.250 (0.154)] [data_t 0.003] [optim_t 0.246] [lr 0.000030] [CE 3.856 (4.121)] [KD 2.754 (2.849)] +2024-10-14 05:51:50,392 - Train: 99.78% [1248300/1251000] [997.8/1000.0] [batch_t 0.144 (0.148)] [data_t 0.004] [optim_t 0.140] [lr 0.000030] [CE 4.263 (4.173)] [KD 3.022 (2.900)] +2024-10-14 05:51:57,842 - Train: 99.79% [1248350/1251000] [997.9/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000030] [CE 3.511 (4.205)] [KD 2.450 (2.893)] +2024-10-14 05:52:05,379 - Train: 99.79% [1248400/1251000] [997.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000030] [CE 4.332 (4.240)] [KD 3.041 (2.913)] +2024-10-14 05:52:13,356 - Train: 99.80% [1248450/1251000] [998.0/1000.0] [batch_t 0.155 (0.159)] [data_t 0.005] [optim_t 0.150] [lr 0.000030] [CE 3.898 (4.144)] [KD 2.811 (2.873)] +2024-10-14 05:52:26,233 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 38201] [top5_cnt 46391] [top_all 50000] +2024-10-14 05:52:26,233 - net: 76.402 (92.782) +2024-10-14 05:52:31,992 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38420] [top5_cnt 46555] [top_all 50000] +2024-10-14 05:52:31,992 - net_E: 76.840 (93.110) +2024-10-14 05:52:32,098 - Max [top1: 76.574 (epoch: 983)] [top1-ema: 76.920 (epoch: 996)] +2024-10-14 05:52:32,099 - ==> Total time: 2 days, 8:05:23 Eta: 0:06:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 05:52:34,888 - Train: 99.80% [1248500/1251000] [998.0/1000.0] [batch_t 0.149 (0.509)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 4.287 (4.216)] [KD 2.802 (2.832)] +2024-10-14 05:52:42,450 - Train: 99.80% [1248550/1251000] [998.0/1000.0] [batch_t 0.155 (0.151)] [data_t 0.006] [optim_t 0.149] [lr 0.000030] [CE 4.016 (4.210)] [KD 2.937 (2.940)] +2024-10-14 05:52:49,923 - Train: 99.81% [1248600/1251000] [998.1/1000.0] [batch_t 0.151 (0.149)] [data_t 0.004] [optim_t 0.147] [lr 0.000030] [CE 4.342 (4.204)] [KD 3.236 (2.928)] +2024-10-14 05:52:57,332 - Train: 99.81% [1248650/1251000] [998.1/1000.0] [batch_t 0.149 (0.148)] [data_t 0.004] [optim_t 0.145] [lr 0.000030] [CE 3.605 (4.095)] [KD 2.553 (2.846)] +2024-10-14 05:53:04,782 - Train: 99.82% [1248700/1251000] [998.2/1000.0] [batch_t 0.147 (0.149)] [data_t 0.005] [optim_t 0.142] [lr 0.000030] [CE 4.726 (4.221)] [KD 3.103 (2.904)] +2024-10-14 05:53:12,514 - Train: 99.82% [1248750/1251000] [998.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 4.182 (4.247)] [KD 2.728 (2.913)] +2024-10-14 05:53:20,341 - Train: 99.82% [1248800/1251000] [998.2/1000.0] [batch_t 0.144 (0.156)] [data_t 0.004] [optim_t 0.140] [lr 0.000030] [CE 4.078 (4.087)] [KD 2.772 (2.847)] +2024-10-14 05:53:28,076 - Train: 99.83% [1248850/1251000] [998.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000030] [CE 4.187 (4.243)] [KD 2.816 (2.918)] +2024-10-14 05:53:35,503 - Train: 99.83% [1248900/1251000] [998.3/1000.0] [batch_t 0.147 (0.148)] [data_t 0.003] [optim_t 0.144] [lr 0.000030] [CE 4.271 (4.075)] [KD 2.998 (2.851)] +2024-10-14 05:53:43,056 - Train: 99.84% [1248950/1251000] [998.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000030] [CE 4.213 (4.179)] [KD 2.975 (2.853)] +2024-10-14 05:53:50,563 - Train: 99.84% [1249000/1251000] [998.4/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000030] [CE 4.417 (4.179)] [KD 2.897 (2.909)] +2024-10-14 05:53:58,016 - Train: 99.84% [1249050/1251000] [998.4/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000030] [CE 4.239 (4.250)] [KD 2.909 (2.941)] +2024-10-14 05:54:05,618 - Train: 99.85% [1249100/1251000] [998.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.143] [lr 0.000030] [CE 4.475 (4.105)] [KD 2.872 (2.876)] +2024-10-14 05:54:13,246 - Train: 99.85% [1249150/1251000] [998.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000030] [CE 4.261 (4.196)] [KD 2.913 (2.890)] +2024-10-14 05:54:20,907 - Train: 99.86% [1249200/1251000] [998.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.006] [optim_t 0.139] [lr 0.000030] [CE 4.209 (4.135)] [KD 3.050 (2.896)] +2024-10-14 05:54:28,702 - Train: 99.86% [1249250/1251000] [998.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000030] [CE 4.093 (4.212)] [KD 2.980 (2.904)] +2024-10-14 05:54:36,136 - Train: 99.86% [1249300/1251000] [998.6/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000030] [CE 4.149 (4.181)] [KD 2.799 (2.890)] +2024-10-14 05:54:43,543 - Train: 99.87% [1249350/1251000] [998.7/1000.0] [batch_t 0.146 (0.148)] [data_t 0.005] [optim_t 0.141] [lr 0.000030] [CE 4.513 (4.258)] [KD 3.088 (2.926)] +2024-10-14 05:54:51,101 - Train: 99.87% [1249400/1251000] [998.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000030] [CE 3.706 (4.175)] [KD 2.602 (2.876)] +2024-10-14 05:54:58,713 - Train: 99.88% [1249450/1251000] [998.8/1000.0] [batch_t 0.159 (0.152)] [data_t 0.005] [optim_t 0.154] [lr 0.000030] [CE 4.119 (4.121)] [KD 2.990 (2.884)] +2024-10-14 05:55:06,168 - Train: 99.88% [1249500/1251000] [998.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000030] [CE 4.271 (4.173)] [KD 2.818 (2.897)] +2024-10-14 05:55:13,659 - Train: 99.88% [1249550/1251000] [998.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000030] [CE 4.302 (4.176)] [KD 2.885 (2.906)] +2024-10-14 05:55:21,448 - Train: 99.89% [1249600/1251000] [998.9/1000.0] [batch_t 0.147 (0.156)] [data_t 0.006] [optim_t 0.141] [lr 0.000030] [CE 4.312 (4.208)] [KD 2.785 (2.920)] +2024-10-14 05:55:29,078 - Train: 99.89% [1249650/1251000] [998.9/1000.0] [batch_t 0.273 (0.152)] [data_t 0.004] [optim_t 0.269] [lr 0.000030] [CE 4.700 (4.155)] [KD 3.199 (2.897)] +2024-10-14 05:55:36,650 - Train: 99.90% [1249700/1251000] [999.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000030] [CE 4.068 (4.169)] [KD 2.702 (2.893)] +2024-10-14 05:55:49,791 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 38236] [top5_cnt 46407] [top_all 50000] +2024-10-14 05:55:49,791 - net: 76.472 (92.814) +2024-10-14 05:55:55,620 - Test (net_E): 100.00% [50/50] [batch_t 0.077 (0.106)] [top1_cnt 38435] [top5_cnt 46545] [top_all 50000] +2024-10-14 05:55:55,621 - net_E: 76.870 (93.090) +2024-10-14 05:55:55,748 - Max [top1: 76.574 (epoch: 983)] [top1-ema: 76.920 (epoch: 996)] +2024-10-14 05:55:55,748 - ==> Total time: 2 days, 8:08:46 Eta: 0:03:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 05:55:57,794 - Train: 99.90% [1249750/1251000] [999.0/1000.0] [batch_t 0.554 (0.554)] [data_t 0.377] [optim_t 0.177] [lr 0.000030] [CE 4.150 (4.150)] [KD 2.787 (2.787)] +2024-10-14 05:56:05,740 - Train: 99.90% [1249800/1251000] [999.0/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000030] [CE 4.231 (4.170)] [KD 3.026 (2.913)] +2024-10-14 05:56:13,243 - Train: 99.91% [1249850/1251000] [999.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000030] [CE 3.938 (4.168)] [KD 2.857 (2.878)] +2024-10-14 05:56:20,692 - Train: 99.91% [1249900/1251000] [999.1/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000030] [CE 4.355 (4.203)] [KD 2.890 (2.895)] +2024-10-14 05:56:28,441 - Train: 99.92% [1249950/1251000] [999.2/1000.0] [batch_t 0.162 (0.155)] [data_t 0.004] [optim_t 0.159] [lr 0.000030] [CE 4.601 (4.213)] [KD 3.127 (2.926)] +2024-10-14 05:56:36,070 - Train: 99.92% [1250000/1251000] [999.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000030] [CE 4.389 (4.233)] [KD 3.240 (2.921)] +2024-10-14 05:56:43,665 - Train: 99.92% [1250050/1251000] [999.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000030] [CE 4.391 (4.199)] [KD 3.114 (2.912)] +2024-10-14 05:56:51,515 - Train: 99.93% [1250100/1251000] [999.3/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.142] [lr 0.000030] [CE 3.465 (4.166)] [KD 2.342 (2.888)] +2024-10-14 05:56:58,955 - Train: 99.93% [1250150/1251000] [999.3/1000.0] [batch_t 0.146 (0.149)] [data_t 0.007] [optim_t 0.139] [lr 0.000030] [CE 4.535 (4.228)] [KD 2.981 (2.899)] +2024-10-14 05:57:06,776 - Train: 99.94% [1250200/1251000] [999.4/1000.0] [batch_t 0.251 (0.156)] [data_t 0.004] [optim_t 0.247] [lr 0.000030] [CE 4.190 (4.174)] [KD 2.985 (2.875)] +2024-10-14 05:57:14,354 - Train: 99.94% [1250250/1251000] [999.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000030] [CE 4.029 (4.147)] [KD 2.833 (2.878)] +2024-10-14 05:57:21,786 - Train: 99.94% [1250300/1251000] [999.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.006] [optim_t 0.142] [lr 0.000030] [CE 4.456 (4.122)] [KD 3.085 (2.868)] +2024-10-14 05:57:29,280 - Train: 99.95% [1250350/1251000] [999.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000030] [CE 4.421 (4.104)] [KD 3.014 (2.866)] +2024-10-14 05:57:36,905 - Train: 99.95% [1250400/1251000] [999.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.006] [optim_t 0.147] [lr 0.000030] [CE 4.214 (4.184)] [KD 2.785 (2.912)] +2024-10-14 05:57:44,513 - Train: 99.96% [1250450/1251000] [999.6/1000.0] [batch_t 0.159 (0.152)] [data_t 0.008] [optim_t 0.151] [lr 0.000030] [CE 3.838 (4.156)] [KD 2.671 (2.879)] +2024-10-14 05:57:52,357 - Train: 99.96% [1250500/1251000] [999.6/1000.0] [batch_t 0.146 (0.157)] [data_t 0.006] [optim_t 0.141] [lr 0.000030] [CE 4.643 (4.182)] [KD 3.131 (2.884)] +2024-10-14 05:57:59,968 - Train: 99.96% [1250550/1251000] [999.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000030] [CE 4.192 (4.158)] [KD 2.847 (2.906)] +2024-10-14 05:58:07,644 - Train: 99.97% [1250600/1251000] [999.7/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.000030] [CE 4.585 (4.239)] [KD 3.286 (2.941)] +2024-10-14 05:58:15,321 - Train: 99.97% [1250650/1251000] [999.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.000030] [CE 3.722 (4.160)] [KD 2.612 (2.890)] +2024-10-14 05:58:22,753 - Train: 99.98% [1250700/1251000] [999.8/1000.0] [batch_t 0.146 (0.149)] [data_t 0.004] [optim_t 0.142] [lr 0.000030] [CE 4.475 (4.189)] [KD 3.046 (2.939)] +2024-10-14 05:58:30,186 - Train: 99.98% [1250750/1251000] [999.8/1000.0] [batch_t 0.148 (0.149)] [data_t 0.005] [optim_t 0.143] [lr 0.000030] [CE 4.734 (4.168)] [KD 3.158 (2.878)] +2024-10-14 05:58:37,795 - Train: 99.98% [1250800/1251000] [999.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.006] [optim_t 0.142] [lr 0.000030] [CE 3.765 (4.164)] [KD 2.746 (2.880)] +2024-10-14 05:58:45,377 - Train: 99.99% [1250850/1251000] [999.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000030] [CE 4.043 (4.111)] [KD 2.796 (2.848)] +2024-10-14 05:58:53,063 - Train: 99.99% [1250900/1251000] [999.9/1000.0] [batch_t 0.274 (0.154)] [data_t 0.005] [optim_t 0.269] [lr 0.000030] [CE 4.246 (4.152)] [KD 2.979 (2.907)] +2024-10-14 05:59:00,775 - Train: 100.00% [1250950/1251000] [1000.0/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.141] [lr 0.000030] [CE 4.290 (4.184)] [KD 2.934 (2.900)] +2024-10-14 05:59:08,322 - Train: 100.00% [1251000/1251000] [1000.0/1000.0] [batch_t 0.141 (0.151)] [data_t 0.002] [optim_t 0.139] [lr 0.000030] [CE 4.191 (4.170)] [KD 2.923 (2.861)] +2024-10-14 05:59:14,010 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 38276] [top5_cnt 46476] [top_all 50000] +2024-10-14 05:59:14,011 - net: 76.552 (92.952) +2024-10-14 05:59:19,856 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 38466] [top5_cnt 46552] [top_all 50000] +2024-10-14 05:59:19,856 - net_E: 76.932 (93.104) +2024-10-14 05:59:19,996 - Max [top1: 76.574 (epoch: 983)] [top1-ema: 76.932 (epoch: 1000)] +2024-10-14 05:59:19,996 - ==> Total time: 2 days, 8:12:11 Eta: 0:00:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T2s_ImageFolderLMDB_20241011-214722' +2024-10-14 05:59:22,846 - finish training